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39 changed files with 2845 additions and 3 deletions
49
.forgejo/workflows/ci.yml
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49
.forgejo/workflows/ci.yml
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name: CI
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on:
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push:
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branches: [main, dev]
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pull_request:
|
||||
branches: [main]
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||||
|
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jobs:
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||||
build-and-push:
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name: Build and push Docker image
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||||
runs-on: ubuntu-latest
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permissions:
|
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contents: read
|
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packages: write
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steps:
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- name: Checkout code
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uses: https://github.com/actions/checkout@v4
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- name: Set up Docker Buildx
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uses: https://github.com/docker/setup-buildx-action@v3
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- name: Log in to Forgejo Container Registry
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uses: https://github.com/docker/login-action@v3
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with:
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registry: git.tomfos.tr
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username: ${{ gitea.repository_owner }}
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password: ${{ secrets.FORGEJO_TOKEN }}
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||||
|
||||
- name: Determine image metadata
|
||||
id: meta
|
||||
uses: https://github.com/docker/metadata-action@v5
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with:
|
||||
images: git.tomfos.tr/${{ gitea.repository }}
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tags: |
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type=ref,event=branch,if=ref==refs/heads/main,format=latest
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type=ref,event=branch,format={{ref_name}}
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- name: Build and push Docker image
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uses: https://github.com/docker/build-push-action@v6
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with:
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context: .
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file: ./Dockerfile
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push: true
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tags: ${{ steps.meta.outputs.tags }}
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labels: ${{ steps.meta.outputs.labels }}
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cache-from: type=registry,ref=git.tomfos.tr/${{ gitea.repository }}:build-cache
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cache-to: type=registry,ref=git.tomfos.tr/${{ gitea.repository }}:build-cache,mode=max
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1
.gitignore
vendored
1
.gitignore
vendored
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@ -161,4 +161,3 @@ cython_debug/
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# and can be added to the global gitignore or merged into this file. For a more nuclear
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||||
# option (not recommended) you can uncomment the following to ignore the entire idea folder.
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#.idea/
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|
||||
|
|
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47
Dockerfile
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47
Dockerfile
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@ -0,0 +1,47 @@
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# Build stage using uv with a frozen lockfile and dependency caching
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FROM ghcr.io/astral-sh/uv:python3.13-bookworm-slim AS uv
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WORKDIR /app
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# Enable bytecode compilation and copy mode
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ENV UV_COMPILE_BYTECODE=1 \
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UV_LINK_MODE=copy
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|
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# Install dependencies using the lockfile
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COPY pyproject.toml uv.lock ./
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RUN --mount=type=cache,target=/root/.cache/uv \
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uv sync --frozen --no-dev --no-editable --no-install-project
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|
||||
# Install the project in a second layer
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COPY . .
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RUN --mount=type=cache,target=/root/.cache/uv \
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uv sync --frozen --no-dev --no-editable
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|
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# Prepare runtime image
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FROM python:3.13-slim-bookworm AS runtime
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WORKDIR /app
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# Install minimal system dependencies and create runtime user
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RUN apt-get update && apt-get install -y curl \
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&& rm -rf /var/lib/apt/lists/* \
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&& groupadd -g 1000 omcps \
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&& useradd -u 1000 -g 1000 -m omcps \
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&& mkdir -p /data \
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&& touch /data/memory.json \
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&& chown -R 1000:1000 /data
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|
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# Copy only the virtual environment from the build stage
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COPY --from=uv /app/.venv /app/.venv
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|
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# Switch to non-root user
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USER omcps
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# Set environment variables for runtime
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ENV PATH="/app/.venv/bin:$PATH" \
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PYTHONDONTWRITEBYTECODE=1 \
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PYTHONUNBUFFERED=1 \
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MEMORY_FILE_PATH="/data/memory.json"
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|
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# Use wrapper script to handle startup
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ENTRYPOINT ["uvicorn", "openapi_mcp_server.server:create_app", "--factory", "--host", "0.0.0.0", "--port", "80"]
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HEALTHCHECK --interval=30s --timeout=10s --retries=3 CMD curl -f http://localhost/health || exit 1
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69
README.md
69
README.md
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@ -1,3 +1,68 @@
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# openapi-mcp-server
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# OpenAPI MCP Server
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MCP server to provide OpenAPI-flavour tools to an Open WebUI instance
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A unified OpenAPI-compatible server for the Multi-agent Conversation Platform (MCP) that provides
|
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various tools for Open WebUI integration. This single server exposes multiple tools through FastAPI
|
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endpoints with full OpenAPI documentation.
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|
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## Features
|
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|
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The server provides the following tool endpoints:
|
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|
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- **[Web Content Parsing](docs/web.md)** (`/web`) - Extract and parse web content using trafilatura
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- **[Memory/Storage](docs/memory.md)** (`/memory`) - Structured knowledge graph memory system
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- **[Time Operations](docs/time.md)** (`/time`) - Time utilities and timezone operations
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- **[Weather Information](docs/weather.md)** (`/weather`) - Real-time weather data and forecasts
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- **[Search](docs/searxng.md)** (`/searxng`) - Web search through SearXNG instances
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Each tool provides detailed endpoint documentation - click the links above to learn about specific
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endpoints and their capabilities.
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|
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## Quick Start
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|
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### Using Docker Compose (Recommended)
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|
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```bash
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# Clone the repository
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git clone <repository-url>
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cd openapi-mcp-server
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|
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# Start the server
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docker-compose up --build
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# The server will be available at http://localhost:8080
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# OpenAPI documentation at http://localhost:8080/docs
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```
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### Local Development
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```bash
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# Install dependencies using uv
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uv sync
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# Run the development server
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uv run openapi-mcp-server
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|
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# The server will start on the default port with auto-reload
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```
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## API Documentation
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Once running, visit `/docs` for the interactive OpenAPI documentation where you can explore and test
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all available endpoints.
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|
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## Configuration
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|
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The server can be configured through environment variables:
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|
||||
- `MEMORY_FILE_PATH` - Path to the memory storage file (default: `/data/memory.json`)
|
||||
- Additional tool-specific configuration options are documented in the individual tool modules
|
||||
|
||||
## Architecture
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||||
|
||||
This project follows a unified single-server architecture:
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|
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- **Single FastAPI application** serving multiple tool endpoints
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||||
- **Modular tool design** with individual tools in `openapi_mcp_server/tools/`
|
||||
- **OpenAPI compliance** with full documentation and validation
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||||
- **Docker-ready** with optimized multi-stage builds
|
||||
- **uv package management** for fast, reliable dependency handling
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|
|
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19
docker-compose.yml
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19
docker-compose.yml
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|
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services:
|
||||
tools:
|
||||
build:
|
||||
context: .
|
||||
dockerfile: Dockerfile
|
||||
environment:
|
||||
- MEMORY_FILE_PATH=/data/memory.json
|
||||
- SEARXNG_BASE_URL=http://searxng:8080
|
||||
image: git.tomfos.tr/tom/openapi-mcp-server:latest
|
||||
healthcheck:
|
||||
test: ["CMD", "curl", "-f", "http://localhost/health"]
|
||||
interval: 30s
|
||||
timeout: 10s
|
||||
retries: 3
|
||||
ports:
|
||||
- "8080:80"
|
||||
restart: unless-stopped
|
||||
volumes:
|
||||
- ./data:/data:rw
|
||||
46
docs/memory.md
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46
docs/memory.md
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@ -0,0 +1,46 @@
|
|||
# Memory Tool
|
||||
|
||||
A structured knowledge graph memory system that provides persistent storage for entities,
|
||||
relationships, and observations.
|
||||
|
||||
## Overview
|
||||
|
||||
The Memory tool provides a comprehensive knowledge graph system within the OpenAPI MCP Server
|
||||
framework. It allows you to store entities (people, places, concepts), create relationships between
|
||||
them, and add observations or facts about each entity.
|
||||
|
||||
## Endpoints
|
||||
|
||||
| Method | Endpoint | Description |
|
||||
|--------|----------|-------------|
|
||||
| `POST` | `/memory/create_entities` | Store new entities (people, places, concepts) with their properties and observations. Each entity has a name, type, and list of observations. |
|
||||
| `POST` | `/memory/create_relations` | Connect entities with srelationships (works_at, lives_in, knows, etc). Creates typed relationships between existing entities. |
|
||||
| `POST` | `/memory/add_observations` | Add new facts or observations to entities you've already stored. Extends existing entity knowledge without duplication. |
|
||||
| `POST` | `/memory/delete_entities` | Remove entities and all their connections from memory. Cleans up both the entity and any relationships involving it. |
|
||||
| `POST` | `/memory/delete_observations` | Remove specific facts or observations from entities. Allows selective cleanup of entity information. |
|
||||
| `POST` | `/memory/delete_relations` | Remove specific relationships between entities. Maintains entities while removing their connections. |
|
||||
| `GET` | `/memory/read_graph` | Retrieve all stored entities and relationships from memory. Returns the complete knowledge graph. |
|
||||
| `POST` | `/memory/search_nodes` | Find entities by searching names, types, or observations. Performs fuzzy search across all entity data. |
|
||||
| `POST` | `/memory/open_nodes` | Retrieve specific entities and their connections by exact name. Returns requested entities with their relationships. |
|
||||
|
||||
## Key Features
|
||||
|
||||
- **Knowledge Graph Structure**: Entities connected by typed relationships
|
||||
- **Flexible Entity Types**: Store people, places, concepts, or any custom entity types
|
||||
- **Rich Observations**: Each entity can have multiple observations or facts
|
||||
- **Relationship Management**: Create, query, and delete relationships between entities
|
||||
- **Search Capabilities**: Find entities by name, type, or observation content
|
||||
- **Persistent Storage**: All data persisted to file system with atomic operations
|
||||
- **Duplicate Prevention**: Automatic deduplication of entities and relationships
|
||||
|
||||
## Data Model
|
||||
|
||||
- **Entity**: Has name, entity_type, and list of observations
|
||||
- **Relationship**: Connects two entities with a relationship type (from, to, relation_type)
|
||||
- **Knowledge Graph**: Collection of entities and their relationships
|
||||
|
||||
## Usage
|
||||
|
||||
The Memory tool is automatically loaded by the OpenAPI MCP Server framework. All endpoints are
|
||||
available under the `/memory` prefix when the server is running. Visit `/docs` for interactive API
|
||||
documentation.
|
||||
55
docs/searxng.md
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55
docs/searxng.md
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|
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|
|||
# SearXNG Tool
|
||||
|
||||
A search proxy tool that provides search functionality through SearXNG search instances with OpenAPI
|
||||
compatibility.
|
||||
|
||||
## Overview
|
||||
|
||||
The SearXNG tool acts as a proxy server for SearXNG search instances, providing search capabilities
|
||||
within the OpenAPI MCP Server framework. It offers a standardized API interface for performing web
|
||||
searches across multiple search engines through SearXNG.
|
||||
|
||||
## Endpoints
|
||||
|
||||
| Method | Endpoint | Description |
|
||||
|--------|----------|-------------|
|
||||
| `POST` | `/searxng/search` | Search the web across multiple search engines. Accepts query, categories, engines, language, format, and pagination parameters. Returns structured search results with titles, URLs, content snippets, and metadata. |
|
||||
| `GET` | `/searxng/categories` | Get available search categories (general, images, news, etc). Returns list of categories that can be used to filter search results. |
|
||||
| `GET` | `/searxng/engines` | Get list of available search engines (Google, Bing, DuckDuckGo, etc). Returns engines that can be specified for targeted searches. |
|
||||
|
||||
## Key Features
|
||||
|
||||
- **Multi-Engine Search**: Search across multiple search engines simultaneously
|
||||
- **Category Filtering**: Filter results by category (general, images, videos, news, etc.)
|
||||
- **Engine Selection**: Choose specific search engines for targeted results
|
||||
- **Structured Results**: Returns clean, structured search results with titles, URLs, and snippets
|
||||
- **Metadata Rich**: Includes search metadata like result count, suggestions, and engine info
|
||||
- **Pagination Support**: Navigate through multiple pages of search results
|
||||
- **Language Support**: Search in specific languages with language parameter
|
||||
|
||||
## Configuration
|
||||
|
||||
Configure the target SearXNG instance using the `SEARXNG_BASE_URL` environment variable:
|
||||
|
||||
- **Default**: `http://localhost:8080`
|
||||
- **Custom**: Set `SEARXNG_BASE_URL=https://your-searxng-instance.com`
|
||||
|
||||
## Search Parameters
|
||||
|
||||
- **query**: Search terms (required)
|
||||
- **categories**: Comma-separated category filters (optional)
|
||||
- **engines**: Comma-separated engine selection (optional)
|
||||
- **language**: Language code (default: "en")
|
||||
- **format**: Response format (default: "json")
|
||||
- **pageno**: Page number for pagination (default: 1)
|
||||
|
||||
## Usage
|
||||
|
||||
The SearXNG tool is automatically loaded by the OpenAPI MCP Server framework. All endpoints are
|
||||
available under the `/searxng` prefix when the server is running. Visit `/docs` for interactive API
|
||||
documentation.
|
||||
|
||||
## Dependencies
|
||||
|
||||
Requires a running SearXNG instance. SearXNG is a free, open-source metasearch engine that aggregates
|
||||
results from multiple search engines without tracking users.
|
||||
34
docs/time.md
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34
docs/time.md
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|
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|
|||
# Time Tool
|
||||
|
||||
A comprehensive time utilities tool providing secure time operations, timezone conversion, and time
|
||||
calculations.
|
||||
|
||||
## Overview
|
||||
|
||||
The Time tool provides robust time-related functionality for the OpenAPI MCP Server, including
|
||||
current time retrieval, timezone conversions, Unix timestamp conversion, and timestamp parsing.
|
||||
|
||||
## Endpoints
|
||||
|
||||
| Method | Endpoint | Description |
|
||||
|--------|----------|-------------|
|
||||
| `GET` | `/time/get_time` | Get current time in any IANA timezone (defaults to UTC). Optional `timezone` parameter accepts IANA timezone names like 'America/New_York', 'Europe/London', etc. |
|
||||
| `POST` | `/time/unix_to_iso` | Convert Unix epoch timestamp to ISO format. Accepts Unix timestamp (float) and optional target timezone. |
|
||||
| `POST` | `/time/convert_time` | Convert timestamp from one timezone to another. Requires timestamp, source timezone, and target timezone. |
|
||||
| `POST` | `/time/elapsed_time` | Calculate time difference between two timestamps. Returns difference in specified units (seconds, minutes, hours, days). |
|
||||
| `POST` | `/time/parse_timestamp` | Parse flexible human-readable timestamps (e.g. 'June 1st 2024 3:30 PM', 'tomorrow at noon', '2024-06-01 15:30') into standardized UTC ISO format. |
|
||||
| `GET` | `/time/list_time_zones` | Get list of all valid IANA timezone names for use with other endpoints. |
|
||||
|
||||
## Key Features
|
||||
|
||||
- **Flexible Input**: Supports various timestamp formats and human-readable date strings
|
||||
- **Timezone Aware**: Full IANA timezone support with automatic conversions
|
||||
- **Unix Compatibility**: Convert Unix epoch timestamps to readable ISO format
|
||||
- **Time Calculations**: Calculate elapsed time between any two timestamps
|
||||
- **Standardized Output**: All timestamps returned in ISO 8601 format
|
||||
|
||||
## Usage
|
||||
|
||||
The Time tool is automatically loaded by the OpenAPI MCP Server framework. All endpoints are
|
||||
available under the `/time` prefix when the server is running. Visit `/docs` for interactive API
|
||||
documentation.
|
||||
44
docs/weather.md
Normal file
44
docs/weather.md
Normal file
|
|
@ -0,0 +1,44 @@
|
|||
# Weather Tool
|
||||
|
||||
A weather information tool that provides real-time weather data and forecasts using the Open-Meteo API.
|
||||
|
||||
## Overview
|
||||
|
||||
The Weather tool provides weather information services within the OpenAPI MCP Server framework.
|
||||
It offers current weather conditions and hourly forecasts based on geographic coordinates using the
|
||||
reliable Open-Meteo weather API.
|
||||
|
||||
## Endpoints
|
||||
|
||||
| Method | Endpoint | Description |
|
||||
|--------|----------|-------------|
|
||||
| `GET` | `/weather/forecast` | Get current weather conditions and hourly forecast by coordinates. Requires latitude and longitude parameters. Temperature unit (Celsius/Fahrenheit) is automatically determined based on location. |
|
||||
|
||||
## Key Features
|
||||
|
||||
- **Real-time Weather**: Current temperature and wind speed conditions
|
||||
- **Hourly Forecasts**: Detailed hourly weather data including temperature, humidity, and wind speed
|
||||
- **Smart Units**: Automatic temperature unit selection (Fahrenheit for US/Liberia/Myanmar, Celsius elsewhere)
|
||||
- **Geographic Accuracy**: Location-based weather using precise latitude/longitude coordinates
|
||||
- **Timezone Aware**: Weather data includes proper timezone information
|
||||
- **Reliable Source**: Uses Open-Meteo API for accurate, up-to-date weather information
|
||||
|
||||
## Data Structure
|
||||
|
||||
Weather responses include:
|
||||
|
||||
- **Current conditions**: Real-time temperature and wind speed
|
||||
- **Hourly forecasts**: Temperature, relative humidity, and wind speed by hour
|
||||
- **Location metadata**: Coordinates, timezone, and regional information
|
||||
- **Units**: Clear indication of temperature and measurement units
|
||||
|
||||
## Usage
|
||||
|
||||
The Weather tool is automatically loaded by the OpenAPI MCP Server framework. The forecast endpoint is
|
||||
available at `/weather/forecast` and requires latitude and longitude query parameters. Visit `/docs`
|
||||
for interactive API documentation.
|
||||
|
||||
## Data Source
|
||||
|
||||
Powered by the Open-Meteo API (<https://open-meteo.com>), providing reliable and free weather data
|
||||
without requiring API keys.
|
||||
34
docs/web.md
Normal file
34
docs/web.md
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|
|
@ -0,0 +1,34 @@
|
|||
# Web Tool
|
||||
|
||||
A web content parsing tool that extracts and processes web content using trafilatura for clean text
|
||||
extraction.
|
||||
|
||||
## Overview
|
||||
|
||||
The Web tool provides web content parsing and extraction capabilities within the OpenAPI MCP Server
|
||||
framework. It can fetch web pages and extract clean, readable content from HTML.
|
||||
|
||||
## Endpoints
|
||||
|
||||
| Method | Endpoint | Description |
|
||||
|--------|----------|-------------|
|
||||
| `POST` | `/web/web_read` | Extract and parse webpage content into clean markdown. Accepts URL and various formatting options (metadata, formatting, images, links, tables). Returns structured markdown content. |
|
||||
| `GET` | `/web/web_raw` | Fetch raw HTML content and headers from any URL. Returns unprocessed HTML content along with HTTP headers and status code for debugging or advanced processing. |
|
||||
|
||||
## Key Features
|
||||
|
||||
- **Clean Content Extraction**: Uses trafilatura library for high-quality text extraction from web pages
|
||||
- **Markdown Output**: Converts web content to clean, readable markdown format
|
||||
- **Flexible Formatting**: Control inclusion of metadata, formatting, images, links, and tables
|
||||
- **Raw Content Access**: Get unprocessed HTML and headers when needed
|
||||
- **Error Handling**: Robust error handling for failed requests and invalid URLs
|
||||
|
||||
## Usage
|
||||
|
||||
The Web tool is automatically loaded by the OpenAPI MCP Server framework. All endpoints are
|
||||
available under the `/web` prefix when the server is running. Visit `/docs` for interactive API documentation.
|
||||
|
||||
## Technology
|
||||
|
||||
Built using trafilatura, a Python library specialized in extracting and processing web content,
|
||||
ensuring high-quality text extraction from web pages.
|
||||
7
openapi_mcp_server/__init__.py
Normal file
7
openapi_mcp_server/__init__.py
Normal file
|
|
@ -0,0 +1,7 @@
|
|||
"""OpenAPI MCP Server package."""
|
||||
|
||||
from __future__ import annotations
|
||||
|
||||
__version__ = "0.1.0"
|
||||
__title__ = "OpenAPI MCP Server"
|
||||
__description__ = "An OpenAPI-compatible server for the Multi-agent Conversation Platform (MCP)."
|
||||
25
openapi_mcp_server/__main__.py
Normal file
25
openapi_mcp_server/__main__.py
Normal file
|
|
@ -0,0 +1,25 @@
|
|||
"""Entry point for the OpenAPI MCP Server."""
|
||||
|
||||
from __future__ import annotations
|
||||
|
||||
import uvicorn
|
||||
|
||||
from .core.config import config
|
||||
from .server import create_app
|
||||
|
||||
|
||||
def launch() -> None:
|
||||
"""Launch the OpenAPI MCP Server."""
|
||||
app = create_app()
|
||||
|
||||
uvicorn.run(
|
||||
app,
|
||||
host=config.host,
|
||||
port=config.port,
|
||||
reload=config.reload,
|
||||
log_level="debug" if config.debug else "info",
|
||||
)
|
||||
|
||||
|
||||
if __name__ == "__main__":
|
||||
launch()
|
||||
3
openapi_mcp_server/core/__init__.py
Normal file
3
openapi_mcp_server/core/__init__.py
Normal file
|
|
@ -0,0 +1,3 @@
|
|||
"""Core components for the OpenAPI MCP Server."""
|
||||
|
||||
from __future__ import annotations
|
||||
29
openapi_mcp_server/core/config.py
Normal file
29
openapi_mcp_server/core/config.py
Normal file
|
|
@ -0,0 +1,29 @@
|
|||
"""Configuration management for the OpenAPI MCP Server."""
|
||||
|
||||
from __future__ import annotations
|
||||
|
||||
from pydantic import Field
|
||||
from pydantic_settings import BaseSettings, SettingsConfigDict
|
||||
|
||||
|
||||
class ServerConfig(BaseSettings):
|
||||
"""Server configuration settings."""
|
||||
|
||||
model_config = SettingsConfigDict(
|
||||
env_file=".env",
|
||||
case_sensitive=False,
|
||||
)
|
||||
|
||||
host: str = Field(default="0.0.0.0", alias="HOST")
|
||||
port: int = Field(default=8000, alias="PORT")
|
||||
debug: bool = Field(default=False, alias="DEBUG")
|
||||
reload: bool = Field(default=False, alias="RELOAD")
|
||||
|
||||
# CORS settings
|
||||
cors_origins: list[str] = Field(default=["*"], alias="CORS_ORIGINS")
|
||||
cors_methods: list[str] = Field(default=["*"], alias="CORS_METHODS")
|
||||
cors_headers: list[str] = Field(default=["*"], alias="CORS_HEADERS")
|
||||
cors_credentials: bool = Field(default=True, alias="CORS_CREDENTIALS")
|
||||
|
||||
|
||||
config = ServerConfig()
|
||||
23
openapi_mcp_server/core/middleware.py
Normal file
23
openapi_mcp_server/core/middleware.py
Normal file
|
|
@ -0,0 +1,23 @@
|
|||
"""Middleware setup for the FastAPI application."""
|
||||
|
||||
from __future__ import annotations
|
||||
|
||||
from typing import TYPE_CHECKING
|
||||
|
||||
from fastapi.middleware.cors import CORSMiddleware
|
||||
|
||||
from .config import config
|
||||
|
||||
if TYPE_CHECKING:
|
||||
from fastapi import FastAPI
|
||||
|
||||
|
||||
def setup_middleware(app: FastAPI) -> None:
|
||||
"""Setup middleware for the FastAPI application."""
|
||||
app.add_middleware(
|
||||
CORSMiddleware,
|
||||
allow_origins=config.cors_origins,
|
||||
allow_credentials=config.cors_credentials,
|
||||
allow_methods=config.cors_methods,
|
||||
allow_headers=config.cors_headers,
|
||||
)
|
||||
67
openapi_mcp_server/core/registry.py
Normal file
67
openapi_mcp_server/core/registry.py
Normal file
|
|
@ -0,0 +1,67 @@
|
|||
"""Tool registry for dynamic discovery and registration."""
|
||||
|
||||
from __future__ import annotations
|
||||
|
||||
import importlib
|
||||
import logging
|
||||
from pathlib import Path
|
||||
from typing import TYPE_CHECKING
|
||||
|
||||
if TYPE_CHECKING:
|
||||
from fastapi import FastAPI
|
||||
|
||||
from openapi_mcp_server.tools.base import BaseTool
|
||||
|
||||
logger = logging.getLogger(__name__)
|
||||
|
||||
|
||||
class ToolRegistry:
|
||||
"""Registry for managing tool modules and their routes."""
|
||||
|
||||
def __init__(self) -> None:
|
||||
"""Initialize the tool registry."""
|
||||
self.tools: dict[str, BaseTool] = {}
|
||||
|
||||
def discover_tools(self) -> None:
|
||||
"""Automatically discover and load all tool modules."""
|
||||
tools_path = Path(__file__).parent.parent / "tools"
|
||||
|
||||
for tool_dir in tools_path.iterdir():
|
||||
if (
|
||||
tool_dir.is_dir()
|
||||
and tool_dir.name not in {"__pycache__", "base.py"}
|
||||
and (tool_dir / "__init__.py").exists()
|
||||
and (tool_dir / "routes.py").exists()
|
||||
):
|
||||
self._load_tool(tool_dir.name)
|
||||
|
||||
def _load_tool(self, tool_name: str) -> None:
|
||||
"""Load a specific tool module."""
|
||||
try:
|
||||
# Import the tool's routes module
|
||||
module = importlib.import_module(f"openapi_mcp_server.tools.{tool_name}.routes")
|
||||
|
||||
# Look for a Tool class or get_tool function
|
||||
if hasattr(module, "tool"):
|
||||
tool = module.tool
|
||||
if isinstance(tool, BaseTool):
|
||||
self.tools[tool_name] = tool
|
||||
logger.info("Loaded tool: %s", tool_name)
|
||||
else:
|
||||
logger.warning("%s.tool is not a BaseTool instance", tool_name)
|
||||
else:
|
||||
logger.warning("%s module has no 'tool' attribute", tool_name)
|
||||
|
||||
except ImportError:
|
||||
logger.exception("Failed to load tool %s", tool_name)
|
||||
|
||||
def register_routes(self, app: FastAPI) -> None:
|
||||
"""Register all tool routes with the FastAPI application."""
|
||||
for tool_name, tool in self.tools.items():
|
||||
# Create a router with tool-specific prefix
|
||||
router = tool.get_router()
|
||||
app.include_router(router, prefix=f"/{tool_name}", tags=[tool_name])
|
||||
logger.info("Registered routes for tool: %s", tool_name)
|
||||
|
||||
|
||||
registry = ToolRegistry()
|
||||
3
openapi_mcp_server/models/__init__.py
Normal file
3
openapi_mcp_server/models/__init__.py
Normal file
|
|
@ -0,0 +1,3 @@
|
|||
"""Shared data models for the OpenAPI MCP Server."""
|
||||
|
||||
from __future__ import annotations
|
||||
18
openapi_mcp_server/models/base.py
Normal file
18
openapi_mcp_server/models/base.py
Normal file
|
|
@ -0,0 +1,18 @@
|
|||
"""Base data models for the OpenAPI MCP Server."""
|
||||
|
||||
from __future__ import annotations
|
||||
|
||||
from pydantic import BaseModel, Field
|
||||
|
||||
|
||||
class HealthResponse(BaseModel):
|
||||
"""Standard health check response."""
|
||||
|
||||
status: str = Field(default="healthy", description="Service health status")
|
||||
service: str = Field(..., description="Service name")
|
||||
|
||||
|
||||
class ErrorResponse(BaseModel):
|
||||
"""Standard error response."""
|
||||
|
||||
detail: str = Field(..., description="Error message")
|
||||
64
openapi_mcp_server/server.py
Normal file
64
openapi_mcp_server/server.py
Normal file
|
|
@ -0,0 +1,64 @@
|
|||
"""Main FastAPI application factory."""
|
||||
|
||||
from __future__ import annotations
|
||||
|
||||
from typing import TYPE_CHECKING
|
||||
|
||||
from fastapi import FastAPI
|
||||
|
||||
from . import __description__, __title__, __version__
|
||||
from .core.middleware import setup_middleware
|
||||
from .core.registry import registry
|
||||
from .models.base import HealthResponse
|
||||
|
||||
if TYPE_CHECKING:
|
||||
from fastapi.routing import APIRoute
|
||||
|
||||
|
||||
def generate_unique_id(route: APIRoute) -> str:
|
||||
"""Generate a unique ID for a route.
|
||||
|
||||
Args:
|
||||
route (APIRoute): The route to generate an ID for.
|
||||
|
||||
Returns:
|
||||
str: The unique ID for the route.
|
||||
"""
|
||||
if route.tags:
|
||||
return f"{route.tags[0]}_{route.name}"
|
||||
return route.name
|
||||
|
||||
|
||||
def create_app() -> FastAPI:
|
||||
"""Create and configure the FastAPI application.
|
||||
|
||||
Returns:
|
||||
FastAPI: Configured FastAPI application instance.
|
||||
"""
|
||||
app = FastAPI(
|
||||
title=__title__,
|
||||
version=__version__,
|
||||
description=__description__,
|
||||
docs_url="/docs",
|
||||
redoc_url="/redoc",
|
||||
generate_unique_id_function=generate_unique_id,
|
||||
)
|
||||
|
||||
# Setup middleware
|
||||
setup_middleware(app)
|
||||
|
||||
# Add global health endpoint
|
||||
@app.get("/health", response_model=HealthResponse, tags=["health"])
|
||||
def health_check() -> HealthResponse:
|
||||
"""Global health check endpoint.
|
||||
|
||||
Returns:
|
||||
HealthResponse: Health status of the service.
|
||||
"""
|
||||
return HealthResponse(service="openapi-mcp-server")
|
||||
|
||||
# Discover and register tool routes
|
||||
registry.discover_tools()
|
||||
registry.register_routes(app)
|
||||
|
||||
return app
|
||||
3
openapi_mcp_server/tools/__init__.py
Normal file
3
openapi_mcp_server/tools/__init__.py
Normal file
|
|
@ -0,0 +1,3 @@
|
|||
"""Tool implementations for the OpenAPI MCP Server."""
|
||||
|
||||
from __future__ import annotations
|
||||
30
openapi_mcp_server/tools/base.py
Normal file
30
openapi_mcp_server/tools/base.py
Normal file
|
|
@ -0,0 +1,30 @@
|
|||
"""Base classes for MCP tools."""
|
||||
|
||||
from __future__ import annotations
|
||||
|
||||
from abc import ABC, abstractmethod
|
||||
from typing import TYPE_CHECKING
|
||||
|
||||
if TYPE_CHECKING:
|
||||
from fastapi import APIRouter
|
||||
|
||||
|
||||
class BaseTool(ABC):
|
||||
"""Base class for all MCP tools."""
|
||||
|
||||
def __init__(self, name: str, description: str) -> None:
|
||||
"""Initialize the tool with name and description."""
|
||||
self.name = name
|
||||
self.description = description
|
||||
|
||||
@abstractmethod
|
||||
def get_router(self) -> APIRouter:
|
||||
"""Return the FastAPI router for this tool."""
|
||||
|
||||
def get_health_endpoint(self) -> dict[str, str]:
|
||||
"""Standard health check response for this tool.
|
||||
|
||||
Returns:
|
||||
dict[str, str]: Health status dictionary.
|
||||
"""
|
||||
return {"status": "healthy", "service": self.name}
|
||||
3
openapi_mcp_server/tools/memory/__init__.py
Normal file
3
openapi_mcp_server/tools/memory/__init__.py
Normal file
|
|
@ -0,0 +1,3 @@
|
|||
"""Memory/storage functionality tool."""
|
||||
|
||||
from __future__ import annotations
|
||||
133
openapi_mcp_server/tools/memory/models.py
Normal file
133
openapi_mcp_server/tools/memory/models.py
Normal file
|
|
@ -0,0 +1,133 @@
|
|||
"""Data models for memory/storage tool."""
|
||||
|
||||
from __future__ import annotations
|
||||
|
||||
from typing import Literal
|
||||
|
||||
from pydantic import BaseModel, Field
|
||||
|
||||
|
||||
class Entity(BaseModel):
|
||||
"""Entity model for knowledge graph."""
|
||||
|
||||
name: str = Field(..., description="The name of the entity")
|
||||
entity_type: str = Field(..., description="The type of the entity")
|
||||
observations: list[str] = Field(
|
||||
..., description="An array of observation contents associated with the entity"
|
||||
)
|
||||
|
||||
|
||||
class Relation(BaseModel):
|
||||
"""Relation model for knowledge graph."""
|
||||
|
||||
from_: str = Field(
|
||||
...,
|
||||
alias="from",
|
||||
description="The name of the entity where the relation starts",
|
||||
)
|
||||
to: str = Field(..., description="The name of the entity where the relation ends")
|
||||
relation_type: str = Field(..., description="The type of the relation")
|
||||
|
||||
|
||||
class KnowledgeGraph(BaseModel):
|
||||
"""Knowledge graph containing entities and relations."""
|
||||
|
||||
entities: list[Entity]
|
||||
relations: list[Relation]
|
||||
|
||||
|
||||
class EntityWrapper(BaseModel):
|
||||
"""Wrapper for entity data."""
|
||||
|
||||
type: Literal["entity"]
|
||||
name: str
|
||||
entity_type: str
|
||||
observations: list[str]
|
||||
|
||||
|
||||
class RelationWrapper(BaseModel):
|
||||
"""Wrapper for relation data."""
|
||||
|
||||
type: Literal["relation"]
|
||||
from_: str = Field(..., alias="from")
|
||||
to: str
|
||||
relation_type: str
|
||||
|
||||
|
||||
class CreateEntitiesRequest(BaseModel):
|
||||
"""Request model for creating entities."""
|
||||
|
||||
entities: list[Entity] = Field(..., description="List of entities to create")
|
||||
|
||||
|
||||
class CreateRelationsRequest(BaseModel):
|
||||
"""Request model for creating relations."""
|
||||
|
||||
relations: list[Relation] = Field(
|
||||
..., description="List of relations to create. All must be in active voice."
|
||||
)
|
||||
|
||||
|
||||
class ObservationItem(BaseModel):
|
||||
"""Item for adding observations."""
|
||||
|
||||
entity_name: str = Field(..., description="The name of the entity to add the observations to")
|
||||
contents: list[str] = Field(..., description="An array of observation contents to add")
|
||||
|
||||
|
||||
class DeletionItem(BaseModel):
|
||||
"""Item for deleting observations."""
|
||||
|
||||
entity_name: str = Field(..., description="The name of the entity containing the observations")
|
||||
observations: list[str] = Field(..., description="An array of observations to delete")
|
||||
|
||||
|
||||
class AddObservationsRequest(BaseModel):
|
||||
"""Request model for adding observations."""
|
||||
|
||||
observations: list[ObservationItem] = Field(
|
||||
...,
|
||||
description=(
|
||||
"A list of observation additions, each specifying an entity and contents to add"
|
||||
),
|
||||
)
|
||||
|
||||
|
||||
class DeleteObservationsRequest(BaseModel):
|
||||
"""Request model for deleting observations."""
|
||||
|
||||
deletions: list[DeletionItem] = Field(
|
||||
...,
|
||||
description=(
|
||||
"A list of observation deletions, each specifying an entity and observations to remove"
|
||||
),
|
||||
)
|
||||
|
||||
|
||||
class DeleteEntitiesRequest(BaseModel):
|
||||
"""Request model for deleting entities."""
|
||||
|
||||
entity_names: list[str] = Field(..., description="An array of entity names to delete")
|
||||
|
||||
|
||||
class DeleteRelationsRequest(BaseModel):
|
||||
"""Request model for deleting relations."""
|
||||
|
||||
relations: list[Relation] = Field(..., description="An array of relations to delete")
|
||||
|
||||
|
||||
class SearchNodesRequest(BaseModel):
|
||||
"""Request model for searching nodes."""
|
||||
|
||||
query: str = Field(
|
||||
...,
|
||||
description=(
|
||||
"The search query to match against entity names, types, and observation content"
|
||||
),
|
||||
)
|
||||
|
||||
|
||||
class OpenNodesRequest(BaseModel):
|
||||
"""Request model for opening specific nodes."""
|
||||
|
||||
names: list[str] = Field(..., description="An array of entity names to retrieve")
|
||||
247
openapi_mcp_server/tools/memory/routes.py
Normal file
247
openapi_mcp_server/tools/memory/routes.py
Normal file
|
|
@ -0,0 +1,247 @@
|
|||
"""API routes for memory/storage tool."""
|
||||
|
||||
from __future__ import annotations
|
||||
|
||||
from fastapi import APIRouter, HTTPException
|
||||
|
||||
from openapi_mcp_server.tools.base import BaseTool
|
||||
|
||||
from .models import (
|
||||
AddObservationsRequest,
|
||||
CreateEntitiesRequest,
|
||||
CreateRelationsRequest,
|
||||
DeleteEntitiesRequest,
|
||||
DeleteObservationsRequest,
|
||||
DeleteRelationsRequest,
|
||||
Entity,
|
||||
KnowledgeGraph,
|
||||
OpenNodesRequest,
|
||||
Relation,
|
||||
SearchNodesRequest,
|
||||
)
|
||||
from .storage import read_graph_file, save_graph
|
||||
|
||||
|
||||
class MemoryTool(BaseTool):
|
||||
"""Knowledge graph memory system tool."""
|
||||
|
||||
def __init__(self) -> None:
|
||||
"""Initialize the memory tool."""
|
||||
super().__init__(
|
||||
name="memory",
|
||||
description="A structured knowledge graph memory system",
|
||||
)
|
||||
|
||||
@staticmethod
|
||||
def create_entities(req: CreateEntitiesRequest) -> list[Entity]:
|
||||
"""Create multiple entities in the graph.
|
||||
|
||||
Returns:
|
||||
list: List of newly created entities.
|
||||
"""
|
||||
graph = read_graph_file()
|
||||
existing_names = {e.name for e in graph.entities}
|
||||
new_entities = [e for e in req.entities if e.name not in existing_names]
|
||||
graph.entities.extend(new_entities)
|
||||
save_graph(graph)
|
||||
return new_entities
|
||||
|
||||
@staticmethod
|
||||
def create_relations(req: CreateRelationsRequest) -> list[Relation]:
|
||||
"""Create multiple relations between entities.
|
||||
|
||||
Returns:
|
||||
list: List of newly created relations.
|
||||
"""
|
||||
graph = read_graph_file()
|
||||
existing = {(r.from_, r.to, r.relation_type) for r in graph.relations}
|
||||
new = [r for r in req.relations if (r.from_, r.to, r.relation_type) not in existing]
|
||||
graph.relations.extend(new)
|
||||
save_graph(graph)
|
||||
return new
|
||||
|
||||
@staticmethod
|
||||
def add_observations(req: AddObservationsRequest) -> list[dict[str, str | list[str]]]:
|
||||
"""Add new observations to existing entities.
|
||||
|
||||
Returns:
|
||||
list: List of entities with their added observations.
|
||||
|
||||
Raises:
|
||||
HTTPException: If entity is not found.
|
||||
"""
|
||||
graph = read_graph_file()
|
||||
results = []
|
||||
|
||||
for obs in req.observations:
|
||||
name = obs.entity_name.lower()
|
||||
contents = obs.contents
|
||||
entity = next((e for e in graph.entities if e.name == name), None)
|
||||
if not entity:
|
||||
raise HTTPException(status_code=404, detail=f"Entity {name} not found")
|
||||
added = [c for c in contents if c not in entity.observations]
|
||||
entity.observations.extend(added)
|
||||
results.append({"entity_name": name, "added_observations": added})
|
||||
|
||||
save_graph(graph)
|
||||
return results
|
||||
|
||||
@staticmethod
|
||||
def delete_entities(req: DeleteEntitiesRequest) -> dict[str, str]:
|
||||
"""Delete entities and associated relations.
|
||||
|
||||
Returns:
|
||||
dict: Success message indicating entities were deleted.
|
||||
"""
|
||||
graph = read_graph_file()
|
||||
graph.entities = [e for e in graph.entities if e.name not in req.entity_names]
|
||||
graph.relations = [
|
||||
r
|
||||
for r in graph.relations
|
||||
if r.from_ not in req.entity_names and r.to not in req.entity_names
|
||||
]
|
||||
save_graph(graph)
|
||||
return {"message": "Entities deleted successfully"}
|
||||
|
||||
@staticmethod
|
||||
def delete_observations(req: DeleteObservationsRequest) -> dict[str, str]:
|
||||
"""Delete specific observations from entities.
|
||||
|
||||
Returns:
|
||||
dict: Success message indicating observations were deleted.
|
||||
"""
|
||||
graph = read_graph_file()
|
||||
|
||||
for deletion in req.deletions:
|
||||
name = deletion.entity_name.lower()
|
||||
to_delete = deletion.observations
|
||||
entity = next((e for e in graph.entities if e.name == name), None)
|
||||
if entity:
|
||||
entity.observations = [obs for obs in entity.observations if obs not in to_delete]
|
||||
|
||||
save_graph(graph)
|
||||
return {"message": "Observations deleted successfully"}
|
||||
|
||||
@staticmethod
|
||||
def delete_relations(req: DeleteRelationsRequest) -> dict[str, str]:
|
||||
"""Delete relations from the graph.
|
||||
|
||||
Returns:
|
||||
dict: Success message indicating relations were deleted.
|
||||
"""
|
||||
graph = read_graph_file()
|
||||
del_set = {(r.from_, r.to, r.relation_type) for r in req.relations}
|
||||
graph.relations = [
|
||||
r for r in graph.relations if (r.from_, r.to, r.relation_type) not in del_set
|
||||
]
|
||||
save_graph(graph)
|
||||
return {"message": "Relations deleted successfully"}
|
||||
|
||||
@staticmethod
|
||||
def read_graph() -> KnowledgeGraph:
|
||||
"""Read entire knowledge graph.
|
||||
|
||||
Returns:
|
||||
KnowledgeGraph: The complete knowledge graph.
|
||||
"""
|
||||
return read_graph_file()
|
||||
|
||||
@staticmethod
|
||||
def search_nodes(req: SearchNodesRequest) -> KnowledgeGraph:
|
||||
"""Search for nodes by keyword.
|
||||
|
||||
Returns:
|
||||
KnowledgeGraph: Filtered knowledge graph containing matching entities.
|
||||
"""
|
||||
graph = read_graph_file()
|
||||
entities = [
|
||||
e
|
||||
for e in graph.entities
|
||||
if req.query.lower() in e.name.lower()
|
||||
or req.query.lower() in e.entity_type.lower()
|
||||
or any(req.query.lower() in o.lower() for o in e.observations)
|
||||
]
|
||||
names = {e.name for e in entities}
|
||||
relations = [r for r in graph.relations if r.from_ in names and r.to in names]
|
||||
|
||||
return KnowledgeGraph(entities=entities, relations=relations)
|
||||
|
||||
@staticmethod
|
||||
def open_nodes(req: OpenNodesRequest) -> KnowledgeGraph:
|
||||
"""Open specific nodes by name.
|
||||
|
||||
Returns:
|
||||
KnowledgeGraph: Knowledge graph containing requested entities and their relations.
|
||||
"""
|
||||
graph = read_graph_file()
|
||||
entities = [e for e in graph.entities if e.name in req.names]
|
||||
names = {e.name for e in entities}
|
||||
relations = [r for r in graph.relations if r.from_ in names and r.to in names]
|
||||
return KnowledgeGraph(entities=entities, relations=relations)
|
||||
|
||||
def get_router(self) -> APIRouter:
|
||||
"""Return the FastAPI router for memory tool endpoints."""
|
||||
router = APIRouter()
|
||||
|
||||
router.add_api_route(
|
||||
"/create_entities",
|
||||
MemoryTool.create_entities,
|
||||
methods=["POST"],
|
||||
summary="Store new entities (people, places, concepts) with their properties and observations",
|
||||
)
|
||||
router.add_api_route(
|
||||
"/create_relations",
|
||||
MemoryTool.create_relations,
|
||||
methods=["POST"],
|
||||
summary="Connect entities with relationships (works_at, lives_in, knows, etc.)",
|
||||
)
|
||||
router.add_api_route(
|
||||
"/add_observations",
|
||||
MemoryTool.add_observations,
|
||||
methods=["POST"],
|
||||
summary="Add new facts or observations to entities you've already stored",
|
||||
)
|
||||
router.add_api_route(
|
||||
"/delete_entities",
|
||||
MemoryTool.delete_entities,
|
||||
methods=["POST"],
|
||||
summary="Remove entities and all their connections from memory",
|
||||
)
|
||||
router.add_api_route(
|
||||
"/delete_observations",
|
||||
MemoryTool.delete_observations,
|
||||
methods=["POST"],
|
||||
summary="Remove specific facts or observations from entities",
|
||||
)
|
||||
router.add_api_route(
|
||||
"/delete_relations",
|
||||
MemoryTool.delete_relations,
|
||||
methods=["POST"],
|
||||
summary="Remove specific relationships between entities",
|
||||
)
|
||||
router.add_api_route(
|
||||
"/read_graph",
|
||||
MemoryTool.read_graph,
|
||||
methods=["GET"],
|
||||
response_model=KnowledgeGraph,
|
||||
summary="Retrieve all stored entities and relationships from memory",
|
||||
)
|
||||
router.add_api_route(
|
||||
"/search_nodes",
|
||||
MemoryTool.search_nodes,
|
||||
methods=["POST"],
|
||||
response_model=KnowledgeGraph,
|
||||
summary="Find entities by searching names, types, or observations",
|
||||
)
|
||||
router.add_api_route(
|
||||
"/open_nodes",
|
||||
MemoryTool.open_nodes,
|
||||
methods=["POST"],
|
||||
response_model=KnowledgeGraph,
|
||||
summary="Retrieve specific entities and their connections by exact name",
|
||||
)
|
||||
|
||||
return router
|
||||
|
||||
|
||||
tool = MemoryTool()
|
||||
75
openapi_mcp_server/tools/memory/storage.py
Normal file
75
openapi_mcp_server/tools/memory/storage.py
Normal file
|
|
@ -0,0 +1,75 @@
|
|||
"""Storage implementation for memory tool."""
|
||||
|
||||
from __future__ import annotations
|
||||
|
||||
import json
|
||||
import os
|
||||
from pathlib import Path
|
||||
|
||||
from fastapi import HTTPException
|
||||
|
||||
from .models import Entity, KnowledgeGraph, Relation
|
||||
|
||||
MEMORY_FILE_PATH_ENV = os.getenv("MEMORY_FILE_PATH", "memory.json")
|
||||
MEMORY_FILE_PATH = Path(
|
||||
MEMORY_FILE_PATH_ENV
|
||||
if Path(MEMORY_FILE_PATH_ENV).is_absolute()
|
||||
else Path(__file__).parent / MEMORY_FILE_PATH_ENV
|
||||
)
|
||||
|
||||
|
||||
def read_graph_file() -> KnowledgeGraph:
|
||||
"""Read the knowledge graph from file.
|
||||
|
||||
Returns:
|
||||
KnowledgeGraph: The knowledge graph loaded from storage.
|
||||
|
||||
Raises:
|
||||
HTTPException: If the memory file is not found or permission is denied.
|
||||
"""
|
||||
if not MEMORY_FILE_PATH.exists():
|
||||
return KnowledgeGraph(entities=[], relations=[])
|
||||
|
||||
try:
|
||||
with MEMORY_FILE_PATH.open(encoding="utf-8") as f:
|
||||
lines = [line for line in f if line.strip()]
|
||||
entities = []
|
||||
relations = []
|
||||
|
||||
for line in lines:
|
||||
item = json.loads(line)
|
||||
if item["type"] == "entity":
|
||||
entities.append(
|
||||
Entity(
|
||||
name=item["name"],
|
||||
entity_type=item["entity_type"],
|
||||
observations=item["observations"],
|
||||
)
|
||||
)
|
||||
elif item["type"] == "relation":
|
||||
relations.append(Relation(**item))
|
||||
|
||||
return KnowledgeGraph(entities=entities, relations=relations)
|
||||
except PermissionError as e:
|
||||
raise HTTPException(
|
||||
status_code=500,
|
||||
detail=f"Permission denied when reading memory file: {MEMORY_FILE_PATH}",
|
||||
) from e
|
||||
|
||||
|
||||
def save_graph(graph: KnowledgeGraph) -> None:
|
||||
"""Save the knowledge graph to file.
|
||||
|
||||
Raises:
|
||||
HTTPException: If the memory file is not found or permission is denied.
|
||||
"""
|
||||
lines = [json.dumps({"type": "entity", **e.model_dump()}) for e in graph.entities] + [
|
||||
json.dumps({"type": "relation", **r.model_dump(by_alias=True)}) for r in graph.relations
|
||||
]
|
||||
try:
|
||||
MEMORY_FILE_PATH.write_text("\n".join(lines), encoding="utf-8")
|
||||
except PermissionError as e:
|
||||
raise HTTPException(
|
||||
status_code=500,
|
||||
detail=f"Permission denied when writing to memory file: {MEMORY_FILE_PATH}",
|
||||
) from e
|
||||
3
openapi_mcp_server/tools/searxng/__init__.py
Normal file
3
openapi_mcp_server/tools/searxng/__init__.py
Normal file
|
|
@ -0,0 +1,3 @@
|
|||
"""Search functionality via SearXNG."""
|
||||
|
||||
from __future__ import annotations
|
||||
62
openapi_mcp_server/tools/searxng/models.py
Normal file
62
openapi_mcp_server/tools/searxng/models.py
Normal file
|
|
@ -0,0 +1,62 @@
|
|||
"""Data models for SearXNG search tool."""
|
||||
|
||||
from __future__ import annotations
|
||||
|
||||
from typing import Any
|
||||
|
||||
from pydantic import BaseModel, Field
|
||||
|
||||
|
||||
class SearchRequest(BaseModel):
|
||||
"""Request model for search operations."""
|
||||
|
||||
query: str = Field(..., description="Search query string")
|
||||
categories: str | None = Field(
|
||||
None, description="Comma-separated categories (e.g. 'general,web')"
|
||||
)
|
||||
engines: str | None = Field(None, description="Comma-separated search engines")
|
||||
language: str | None = Field("en", description="Language code (e.g. 'en', 'de')")
|
||||
format: str | None = Field("json", description="Response format (json, csv, rss)")
|
||||
pageno: int | None = Field(1, description="Page number")
|
||||
|
||||
|
||||
class SearchResult(BaseModel):
|
||||
"""Individual search result model."""
|
||||
|
||||
title: str = Field(..., description="Result title")
|
||||
url: str = Field(..., description="Result URL")
|
||||
content: str | None = Field(None, description="Result content/snippet")
|
||||
engine: str = Field(..., description="Search engine that provided this result")
|
||||
category: str = Field(..., description="Category of the result")
|
||||
|
||||
|
||||
class SearchResponse(BaseModel):
|
||||
"""Response model for search operations."""
|
||||
|
||||
query: str = Field(..., description="Original search query")
|
||||
number_of_results: int = Field(..., description="Total number of results found")
|
||||
results: list[SearchResult] = Field(..., description="Search results")
|
||||
infoboxes: list[dict[str, Any]] | None = Field(None, description="Information boxes")
|
||||
suggestions: list[str] | None = Field(None, description="Search suggestions")
|
||||
engines: list[str] | None = Field(None, description="Engines used for search")
|
||||
|
||||
|
||||
class CategoriesResponse(BaseModel):
|
||||
"""Response model for available categories."""
|
||||
|
||||
categories: list[str] = Field(..., description="Available search categories")
|
||||
note: str | None = Field(None, description="Additional notes about the response")
|
||||
|
||||
|
||||
class EnginesResponse(BaseModel):
|
||||
"""Response model for available engines."""
|
||||
|
||||
engines: list[str] = Field(..., description="Available search engines")
|
||||
note: str | None = Field(None, description="Additional notes about the response")
|
||||
|
||||
|
||||
class HealthResponse(BaseModel):
|
||||
"""Health response model for SearXNG service."""
|
||||
|
||||
status: str = Field(..., description="Service health status")
|
||||
searxng_url: str = Field(..., description="SearXNG instance URL")
|
||||
188
openapi_mcp_server/tools/searxng/routes.py
Normal file
188
openapi_mcp_server/tools/searxng/routes.py
Normal file
|
|
@ -0,0 +1,188 @@
|
|||
"""API routes for SearXNG search tool."""
|
||||
|
||||
from __future__ import annotations
|
||||
|
||||
import json
|
||||
import os
|
||||
|
||||
import requests
|
||||
from fastapi import APIRouter, HTTPException
|
||||
|
||||
from openapi_mcp_server.tools.base import BaseTool
|
||||
|
||||
from .models import (
|
||||
CategoriesResponse,
|
||||
EnginesResponse,
|
||||
SearchRequest,
|
||||
SearchResponse,
|
||||
SearchResult,
|
||||
)
|
||||
|
||||
SEARXNG_BASE_URL = os.getenv("SEARXNG_BASE_URL", "http://localhost:8080")
|
||||
|
||||
|
||||
class SearxngTool(BaseTool):
|
||||
"""SearXNG search proxy tool."""
|
||||
|
||||
def __init__(self) -> None:
|
||||
"""Initialize the searxng tool."""
|
||||
super().__init__(
|
||||
name="searxng",
|
||||
description="Proxy server for SearXNG search instances with OpenAPI compatibility",
|
||||
)
|
||||
|
||||
def get_router(self) -> APIRouter:
|
||||
"""Return the FastAPI router for searxng tool endpoints."""
|
||||
router = APIRouter()
|
||||
|
||||
@router.post(
|
||||
"/search",
|
||||
response_model=SearchResponse,
|
||||
summary="Search the web across multiple search engines",
|
||||
)
|
||||
def search(request: SearchRequest) -> SearchResponse:
|
||||
"""Search the web across multiple search engines.
|
||||
|
||||
Returns:
|
||||
SearchResponse: Search results from SearXNG.
|
||||
"""
|
||||
return SearxngTool._perform_search(
|
||||
request.query,
|
||||
request.categories,
|
||||
request.engines,
|
||||
request.language,
|
||||
request.format,
|
||||
request.pageno,
|
||||
)
|
||||
|
||||
@router.get(
|
||||
"/categories",
|
||||
response_model=CategoriesResponse,
|
||||
summary="Get available search categories (general, images, news, etc)",
|
||||
)
|
||||
def categories() -> CategoriesResponse:
|
||||
"""Get available search categories from SearXNG.
|
||||
|
||||
Returns:
|
||||
CategoriesResponse: Available search categories.
|
||||
"""
|
||||
try:
|
||||
response = requests.get(f"{SEARXNG_BASE_URL}/config", timeout=10)
|
||||
response.raise_for_status()
|
||||
config = response.json()
|
||||
|
||||
categories = config.get("categories", {})
|
||||
return CategoriesResponse(categories=list(categories.keys()) if categories else [])
|
||||
|
||||
except Exception as e:
|
||||
return CategoriesResponse(
|
||||
categories=[
|
||||
"general",
|
||||
"images",
|
||||
"videos",
|
||||
"news",
|
||||
"map",
|
||||
"music",
|
||||
"it",
|
||||
"science",
|
||||
"files",
|
||||
"social media",
|
||||
],
|
||||
note=f"Using default categories (SearXNG config unavailable: {e!s})",
|
||||
)
|
||||
|
||||
@router.get(
|
||||
"/engines",
|
||||
response_model=EnginesResponse,
|
||||
summary="Get list of available search engines (Google, Bing, DuckDuckGo, etc)",
|
||||
)
|
||||
def engines() -> EnginesResponse:
|
||||
"""Get available search engines from SearXNG.
|
||||
|
||||
Returns:
|
||||
EnginesResponse: Available search engines.
|
||||
"""
|
||||
try:
|
||||
response = requests.get(f"{SEARXNG_BASE_URL}/config", timeout=10)
|
||||
response.raise_for_status()
|
||||
config = response.json()
|
||||
|
||||
engines = config.get("engines", [])
|
||||
engine_names = [engine.get("name") for engine in engines if engine.get("name")]
|
||||
return EnginesResponse(engines=engine_names)
|
||||
|
||||
except Exception as e:
|
||||
return EnginesResponse(
|
||||
engines=[],
|
||||
note=f"Unable to fetch engines from SearXNG: {e!s}",
|
||||
)
|
||||
|
||||
return router
|
||||
|
||||
@staticmethod
|
||||
def _perform_search(
|
||||
query: str,
|
||||
categories: str | None = None,
|
||||
engines: str | None = None,
|
||||
language: str = "en",
|
||||
response_format: str = "json",
|
||||
pageno: int = 1,
|
||||
) -> SearchResponse:
|
||||
"""Internal function to perform the actual search.
|
||||
|
||||
Returns:
|
||||
SearchResponse: Search results from SearXNG.
|
||||
|
||||
Raises:
|
||||
HTTPException: If search fails or service is unavailable.
|
||||
"""
|
||||
params = {"q": query, "format": response_format, "lang": language, "pageno": pageno}
|
||||
|
||||
if categories:
|
||||
params["categories"] = categories
|
||||
|
||||
if engines:
|
||||
params["engines"] = engines
|
||||
|
||||
try:
|
||||
response = requests.get(f"{SEARXNG_BASE_URL}/search", params=params, timeout=30)
|
||||
response.raise_for_status()
|
||||
|
||||
if response_format.lower() != "json":
|
||||
raise HTTPException(status_code=400, detail="Only JSON format is supported")
|
||||
|
||||
data = response.json()
|
||||
|
||||
results = []
|
||||
for result in data.get("results", []):
|
||||
search_result = SearchResult(
|
||||
title=result.get("title", ""),
|
||||
url=result.get("url", ""),
|
||||
content=result.get("content", result.get("snippet", "")),
|
||||
engine=result.get("engine", "unknown"),
|
||||
category=result.get("category", "general"),
|
||||
)
|
||||
results.append(search_result)
|
||||
|
||||
return SearchResponse(
|
||||
query=query,
|
||||
number_of_results=data.get("number_of_results", len(results)),
|
||||
results=results,
|
||||
infoboxes=data.get("infoboxes"),
|
||||
suggestions=data.get("suggestions"),
|
||||
engines=data.get("engines"),
|
||||
)
|
||||
|
||||
except requests.exceptions.RequestException as e:
|
||||
raise HTTPException(
|
||||
status_code=503, detail=f"SearXNG service unavailable: {e!s}"
|
||||
) from e
|
||||
except json.JSONDecodeError as e:
|
||||
raise HTTPException(
|
||||
status_code=502, detail=f"Invalid JSON response from SearXNG: {e!s}"
|
||||
) from e
|
||||
except Exception as e:
|
||||
raise HTTPException(status_code=500, detail=f"Search error: {e!s}") from e
|
||||
|
||||
|
||||
tool = SearxngTool()
|
||||
3
openapi_mcp_server/tools/time/__init__.py
Normal file
3
openapi_mcp_server/tools/time/__init__.py
Normal file
|
|
@ -0,0 +1,3 @@
|
|||
"""Time-related operations tool."""
|
||||
|
||||
from __future__ import annotations
|
||||
76
openapi_mcp_server/tools/time/models.py
Normal file
76
openapi_mcp_server/tools/time/models.py
Normal file
|
|
@ -0,0 +1,76 @@
|
|||
"""Data models for time operations tool."""
|
||||
|
||||
from __future__ import annotations
|
||||
|
||||
from typing import Literal
|
||||
|
||||
from pydantic import BaseModel, Field
|
||||
|
||||
|
||||
class ConvertTimeInput(BaseModel):
|
||||
"""Input model for converting time between timezones."""
|
||||
|
||||
timestamp: str = Field(
|
||||
..., description="ISO 8601 formatted time string (e.g., 2024-01-01T12:00:00Z)"
|
||||
)
|
||||
from_tz: str = Field(
|
||||
..., description="Original IANA time zone of input (e.g. UTC or Europe/Berlin)"
|
||||
)
|
||||
to_tz: str = Field(..., description="Target IANA time zone to convert to")
|
||||
|
||||
|
||||
class ElapsedTimeInput(BaseModel):
|
||||
"""Input model for calculating elapsed time."""
|
||||
|
||||
start: str = Field(..., description="Start timestamp in ISO 8601 format")
|
||||
end: str = Field(..., description="End timestamp in ISO 8601 format")
|
||||
units: Literal["seconds", "minutes", "hours", "days"] = Field(
|
||||
"seconds", description="Unit for elapsed time"
|
||||
)
|
||||
|
||||
|
||||
class ParseTimestampInput(BaseModel):
|
||||
"""Input model for parsing timestamp strings."""
|
||||
|
||||
timestamp: str = Field(
|
||||
..., description="Flexible input timestamp string (e.g., 2024-06-01 12:00 PM)"
|
||||
)
|
||||
timezone: str = Field("UTC", description="Assumed timezone if none is specified in input")
|
||||
|
||||
|
||||
class UnixToIsoInput(BaseModel):
|
||||
"""Input model for converting Unix timestamp to ISO format."""
|
||||
|
||||
timestamp: float = Field(..., description="Unix epoch timestamp (seconds since 1970-01-01)")
|
||||
timezone: str = Field("UTC", description="Target timezone for output (defaults to UTC)")
|
||||
|
||||
|
||||
class TimeResponse(BaseModel):
|
||||
"""Response model for UTC time."""
|
||||
|
||||
utc: str = Field(..., description="UTC time in ISO format")
|
||||
|
||||
|
||||
class ConvertedTimeResponse(BaseModel):
|
||||
"""Response model for converted time."""
|
||||
|
||||
converted_time: str = Field(..., description="Converted time in ISO format")
|
||||
|
||||
|
||||
class ElapsedTimeResponse(BaseModel):
|
||||
"""Response model for elapsed time calculation."""
|
||||
|
||||
elapsed: float = Field(..., description="Elapsed time in specified units")
|
||||
unit: str = Field(..., description="Unit of elapsed time")
|
||||
|
||||
|
||||
class ParsedTimestampResponse(BaseModel):
|
||||
"""Response model for parsed timestamp."""
|
||||
|
||||
utc: str = Field(..., description="Parsed timestamp in UTC ISO format")
|
||||
|
||||
|
||||
class UnixToIsoResponse(BaseModel):
|
||||
"""Response model for Unix to ISO conversion."""
|
||||
|
||||
iso_time: str = Field(..., description="ISO formatted timestamp")
|
||||
207
openapi_mcp_server/tools/time/routes.py
Normal file
207
openapi_mcp_server/tools/time/routes.py
Normal file
|
|
@ -0,0 +1,207 @@
|
|||
"""API routes for time operations tool."""
|
||||
|
||||
from __future__ import annotations
|
||||
|
||||
from datetime import UTC, datetime
|
||||
|
||||
import pytz
|
||||
from dateutil import parser as dateutil_parser
|
||||
from fastapi import APIRouter, HTTPException
|
||||
|
||||
from openapi_mcp_server.tools.base import BaseTool
|
||||
|
||||
from .models import (
|
||||
ConvertedTimeResponse,
|
||||
ConvertTimeInput,
|
||||
ElapsedTimeInput,
|
||||
ElapsedTimeResponse,
|
||||
ParsedTimestampResponse,
|
||||
ParseTimestampInput,
|
||||
TimeResponse,
|
||||
UnixToIsoInput,
|
||||
UnixToIsoResponse,
|
||||
)
|
||||
|
||||
|
||||
class TimeTool(BaseTool):
|
||||
"""Secure time utilities tool."""
|
||||
|
||||
def __init__(self) -> None:
|
||||
"""Initialize the time tool."""
|
||||
super().__init__(
|
||||
name="time",
|
||||
description="Provides secure UTC/local time retrieval and formatting",
|
||||
)
|
||||
|
||||
@staticmethod
|
||||
def get_current(timezone: str = "UTC") -> TimeResponse:
|
||||
"""Get current time in specified timezone (defaults to UTC).
|
||||
|
||||
Args:
|
||||
timezone: IANA timezone name (e.g. 'UTC', 'America/New_York')
|
||||
|
||||
Returns:
|
||||
TimeResponse: Current time in ISO format for specified timezone.
|
||||
|
||||
Raises:
|
||||
HTTPException: If timezone is invalid.
|
||||
"""
|
||||
try:
|
||||
tz = pytz.timezone(timezone)
|
||||
now = datetime.now(tz)
|
||||
return TimeResponse(utc=now.isoformat())
|
||||
except Exception as e:
|
||||
raise HTTPException(status_code=400, detail=f"Invalid timezone: {e}") from e
|
||||
|
||||
@staticmethod
|
||||
def unix_to_iso(data: UnixToIsoInput) -> UnixToIsoResponse:
|
||||
"""Convert Unix epoch timestamp to ISO format.
|
||||
|
||||
Args:
|
||||
data: Unix timestamp and optional timezone
|
||||
|
||||
Returns:
|
||||
UnixToIsoResponse: ISO formatted timestamp.
|
||||
|
||||
Raises:
|
||||
HTTPException: If timestamp or timezone is invalid.
|
||||
"""
|
||||
try:
|
||||
dt = datetime.fromtimestamp(data.timestamp, tz=UTC)
|
||||
if data.timezone and data.timezone != "UTC":
|
||||
target_tz = pytz.timezone(data.timezone)
|
||||
dt = dt.astimezone(target_tz)
|
||||
return UnixToIsoResponse(iso_time=dt.isoformat())
|
||||
except Exception as e:
|
||||
raise HTTPException(
|
||||
status_code=400, detail=f"Invalid timestamp or timezone: {e}"
|
||||
) from e
|
||||
|
||||
@staticmethod
|
||||
def convert_time(data: ConvertTimeInput) -> ConvertedTimeResponse:
|
||||
"""Convert a timestamp from one timezone to another.
|
||||
|
||||
Returns:
|
||||
ConvertedTimeResponse: Timestamp converted to target timezone.
|
||||
|
||||
Raises:
|
||||
HTTPException: If timezone or timestamp is invalid.
|
||||
"""
|
||||
try:
|
||||
from_zone = pytz.timezone(data.from_tz)
|
||||
to_zone = pytz.timezone(data.to_tz)
|
||||
except Exception as e:
|
||||
raise HTTPException(status_code=400, detail=f"Invalid timezone: {e}") from e
|
||||
|
||||
try:
|
||||
dt = dateutil_parser.parse(data.timestamp)
|
||||
dt = from_zone.localize(dt) if dt.tzinfo is None else dt.astimezone(from_zone)
|
||||
converted = dt.astimezone(to_zone)
|
||||
return ConvertedTimeResponse(converted_time=converted.isoformat())
|
||||
except Exception as e:
|
||||
raise HTTPException(status_code=400, detail=f"Invalid timestamp: {e}") from e
|
||||
|
||||
@staticmethod
|
||||
def elapsed_time(data: ElapsedTimeInput) -> ElapsedTimeResponse:
|
||||
"""Calculate the difference between two timestamps in chosen units.
|
||||
|
||||
Returns:
|
||||
ElapsedTimeResponse: Time difference in specified units.
|
||||
|
||||
Raises:
|
||||
HTTPException: If timestamps are invalid.
|
||||
"""
|
||||
try:
|
||||
start_dt = dateutil_parser.parse(data.start)
|
||||
end_dt = dateutil_parser.parse(data.end)
|
||||
delta = end_dt - start_dt
|
||||
except Exception as e:
|
||||
raise HTTPException(status_code=400, detail=f"Invalid timestamps: {e}") from e
|
||||
|
||||
seconds = delta.total_seconds()
|
||||
result = {
|
||||
"seconds": seconds,
|
||||
"minutes": seconds / 60,
|
||||
"hours": seconds / 3600,
|
||||
"days": seconds / 86400,
|
||||
}
|
||||
|
||||
return ElapsedTimeResponse(elapsed=result[data.units], unit=data.units)
|
||||
|
||||
@staticmethod
|
||||
def parse_timestamp(data: ParseTimestampInput) -> ParsedTimestampResponse:
|
||||
"""Parse human-friendly input timestamp and return standardized UTC ISO time.
|
||||
|
||||
Returns:
|
||||
ParsedTimestampResponse: Standardized UTC timestamp.
|
||||
|
||||
Raises:
|
||||
HTTPException: If timestamp cannot be parsed.
|
||||
"""
|
||||
try:
|
||||
tz = pytz.timezone(data.timezone)
|
||||
dt = dateutil_parser.parse(data.timestamp)
|
||||
if dt.tzinfo is None:
|
||||
dt = tz.localize(dt)
|
||||
dt_utc = dt.astimezone(pytz.utc)
|
||||
return ParsedTimestampResponse(utc=dt_utc.isoformat())
|
||||
except Exception as e:
|
||||
raise HTTPException(status_code=400, detail=f"Could not parse: {e}") from e
|
||||
|
||||
@staticmethod
|
||||
def list_time_zones() -> list[str]:
|
||||
"""Return a list of all valid IANA time zones."""
|
||||
return list(pytz.all_timezones)
|
||||
|
||||
def get_router(self) -> APIRouter:
|
||||
"""Return the FastAPI router for time tool endpoints."""
|
||||
router = APIRouter()
|
||||
|
||||
@router.get(
|
||||
"/get_time",
|
||||
response_model=TimeResponse,
|
||||
summary="Get current time in specified IANA timezone (defaults to UTC)",
|
||||
)
|
||||
def get_time(timezone: str = "UTC") -> TimeResponse:
|
||||
return TimeTool.get_current(timezone)
|
||||
|
||||
@router.post(
|
||||
"/unix_to_iso",
|
||||
response_model=UnixToIsoResponse,
|
||||
summary="Convert Unix epoch timestamp to ISO format",
|
||||
)
|
||||
def unix_to_iso(data: UnixToIsoInput) -> UnixToIsoResponse:
|
||||
return TimeTool.unix_to_iso(data)
|
||||
|
||||
@router.post(
|
||||
"/convert_time",
|
||||
response_model=ConvertedTimeResponse,
|
||||
summary="Convert timestamp from one timezone to another",
|
||||
)
|
||||
def convert_time(data: ConvertTimeInput) -> ConvertedTimeResponse:
|
||||
return TimeTool.convert_time(data)
|
||||
|
||||
@router.post(
|
||||
"/elapsed_time",
|
||||
response_model=ElapsedTimeResponse,
|
||||
summary="Calculate time difference between two timestamps",
|
||||
)
|
||||
def elapsed_time(data: ElapsedTimeInput) -> ElapsedTimeResponse:
|
||||
return TimeTool.elapsed_time(data)
|
||||
|
||||
@router.post(
|
||||
"/parse_timestamp",
|
||||
response_model=ParsedTimestampResponse,
|
||||
summary="Parse flexible human-readable timestamps (e.g. 'June 1st 2024 3:30 PM', 'tomorrow at noon', '2024-06-01 15:30') into standardized UTC ISO format",
|
||||
)
|
||||
def parse_timestamp(data: ParseTimestampInput) -> ParsedTimestampResponse:
|
||||
return TimeTool.parse_timestamp(data)
|
||||
|
||||
@router.get("/list_time_zones", summary="Get list of all valid IANA timezone names")
|
||||
def list_time_zones() -> list[str]:
|
||||
return TimeTool.list_time_zones()
|
||||
|
||||
return router
|
||||
|
||||
|
||||
tool = TimeTool()
|
||||
3
openapi_mcp_server/tools/weather/__init__.py
Normal file
3
openapi_mcp_server/tools/weather/__init__.py
Normal file
|
|
@ -0,0 +1,3 @@
|
|||
"""Weather information tool."""
|
||||
|
||||
from __future__ import annotations
|
||||
52
openapi_mcp_server/tools/weather/models.py
Normal file
52
openapi_mcp_server/tools/weather/models.py
Normal file
|
|
@ -0,0 +1,52 @@
|
|||
"""Data models for weather information tool."""
|
||||
|
||||
from __future__ import annotations
|
||||
|
||||
from pydantic import BaseModel, Field
|
||||
|
||||
|
||||
class CurrentWeather(BaseModel):
|
||||
"""Current weather conditions model."""
|
||||
|
||||
time: str = Field(..., description="ISO 8601 format timestamp")
|
||||
temperature_2m: float = Field(
|
||||
...,
|
||||
alias="temperature_2m",
|
||||
description="Air temperature at 2 meters above ground",
|
||||
)
|
||||
wind_speed_10m: float = Field(
|
||||
..., alias="wind_speed_10m", description="Wind speed at 10 meters above ground"
|
||||
)
|
||||
|
||||
|
||||
class HourlyUnits(BaseModel):
|
||||
"""Units for hourly weather data."""
|
||||
|
||||
time: str
|
||||
temperature_2m: str
|
||||
relative_humidity_2m: str
|
||||
wind_speed_10m: str
|
||||
|
||||
|
||||
class HourlyData(BaseModel):
|
||||
"""Hourly weather data model."""
|
||||
|
||||
time: list[str]
|
||||
temperature_2m: list[float]
|
||||
relative_humidity_2m: list[int]
|
||||
wind_speed_10m: list[float]
|
||||
|
||||
|
||||
class WeatherForecastOutput(BaseModel):
|
||||
"""Complete weather forecast output model."""
|
||||
|
||||
latitude: float
|
||||
longitude: float
|
||||
generationtime_ms: float
|
||||
utc_offset_seconds: int
|
||||
timezone: str
|
||||
timezone_abbreviation: str
|
||||
elevation: float
|
||||
current: CurrentWeather = Field(..., description="Current weather conditions")
|
||||
hourly_units: HourlyUnits
|
||||
hourly: HourlyData
|
||||
104
openapi_mcp_server/tools/weather/routes.py
Normal file
104
openapi_mcp_server/tools/weather/routes.py
Normal file
|
|
@ -0,0 +1,104 @@
|
|||
"""API routes for weather information tool."""
|
||||
|
||||
from __future__ import annotations
|
||||
|
||||
from typing import Annotated
|
||||
|
||||
import requests
|
||||
import reverse_geocoder as rg
|
||||
from fastapi import APIRouter, HTTPException, Query
|
||||
|
||||
from openapi_mcp_server.tools.base import BaseTool
|
||||
|
||||
from .models import WeatherForecastOutput
|
||||
|
||||
OPEN_METEO_URL = "https://api.open-meteo.com/v1/forecast"
|
||||
FAHRENHEIT_COUNTRIES = {"US", "LR", "MM"}
|
||||
|
||||
|
||||
class WeatherTool(BaseTool):
|
||||
"""Weather forecast tool using Open-Meteo API."""
|
||||
|
||||
def __init__(self) -> None:
|
||||
"""Initialize the weather tool."""
|
||||
super().__init__(
|
||||
name="weather",
|
||||
description="Provides weather retrieval by latitude and longitude using Open-Meteo",
|
||||
)
|
||||
|
||||
def get_router(self) -> APIRouter:
|
||||
"""Return the FastAPI router for weather tool endpoints."""
|
||||
router = APIRouter()
|
||||
|
||||
@router.get(
|
||||
"/forecast",
|
||||
response_model=WeatherForecastOutput,
|
||||
summary="Get current weather conditions and hourly forecast by coordinates",
|
||||
)
|
||||
def forecast(
|
||||
latitude: Annotated[
|
||||
float | None, Query(description="Latitude for the location (e.g. 52.52)")
|
||||
] = None,
|
||||
longitude: Annotated[
|
||||
float | None, Query(description="Longitude for the location (e.g. 13.41)")
|
||||
] = None,
|
||||
) -> WeatherForecastOutput:
|
||||
"""Retrieves current weather conditions and hourly forecast for the given coordinates.
|
||||
|
||||
Temperature unit (Celsius/Fahrenheit) is determined automatically based on location.
|
||||
|
||||
Returns:
|
||||
WeatherForecastOutput: Current weather conditions and forecast data.
|
||||
|
||||
Raises:
|
||||
HTTPException: If weather API request fails or returns invalid data.
|
||||
"""
|
||||
if latitude is None or longitude is None:
|
||||
raise HTTPException(status_code=422, detail="Latitude and longitude are required.")
|
||||
# Determine temperature unit based on location
|
||||
try:
|
||||
geo_results = rg.search((latitude, longitude), mode=1)
|
||||
if geo_results:
|
||||
country_code = geo_results[0]["cc"]
|
||||
temperature_unit = (
|
||||
"fahrenheit" if country_code in FAHRENHEIT_COUNTRIES else "celsius"
|
||||
)
|
||||
else:
|
||||
temperature_unit = "celsius"
|
||||
except Exception:
|
||||
temperature_unit = "celsius"
|
||||
|
||||
params = {
|
||||
"latitude": latitude,
|
||||
"longitude": longitude,
|
||||
"current": "temperature_2m,wind_speed_10m",
|
||||
"hourly": "temperature_2m,relative_humidity_2m,wind_speed_10m",
|
||||
"timezone": "auto",
|
||||
"temperature_unit": temperature_unit,
|
||||
}
|
||||
|
||||
try:
|
||||
response = requests.get(OPEN_METEO_URL, params=params, timeout=30)
|
||||
response.raise_for_status()
|
||||
data = response.json()
|
||||
|
||||
if "current" not in data or "hourly" not in data:
|
||||
raise HTTPException(
|
||||
status_code=500, detail="Unexpected response format from Open-Meteo API"
|
||||
)
|
||||
|
||||
return WeatherForecastOutput(**data)
|
||||
|
||||
except requests.exceptions.RequestException as e:
|
||||
raise HTTPException(
|
||||
status_code=503, detail=f"Error connecting to Open-Meteo API: {e}"
|
||||
) from e
|
||||
except Exception as e:
|
||||
raise HTTPException(
|
||||
status_code=500, detail=f"An internal error occurred: {e}"
|
||||
) from e
|
||||
|
||||
return router
|
||||
|
||||
|
||||
tool = WeatherTool()
|
||||
3
openapi_mcp_server/tools/web/__init__.py
Normal file
3
openapi_mcp_server/tools/web/__init__.py
Normal file
|
|
@ -0,0 +1,3 @@
|
|||
"""Web content parsing tool."""
|
||||
|
||||
from __future__ import annotations
|
||||
36
openapi_mcp_server/tools/web/models.py
Normal file
36
openapi_mcp_server/tools/web/models.py
Normal file
|
|
@ -0,0 +1,36 @@
|
|||
"""Data models for web content parsing tool."""
|
||||
|
||||
from __future__ import annotations
|
||||
|
||||
from pydantic import BaseModel, Field, HttpUrl
|
||||
|
||||
|
||||
class WebRequest(BaseModel):
|
||||
"""Request model for web content parsing."""
|
||||
|
||||
url: HttpUrl = Field(..., description="URL to parse and extract content from")
|
||||
favor_recall: bool | None = Field(True, description="Favor recall over precision in extraction")
|
||||
with_metadata: bool | None = Field(True, description="Include metadata in extraction")
|
||||
include_formatting: bool | None = Field(True, description="Keep formatting in output")
|
||||
include_images: bool | None = Field(True, description="Include images in output")
|
||||
include_links: bool | None = Field(True, description="Include links in output")
|
||||
include_tables: bool | None = Field(True, description="Include tables in output")
|
||||
|
||||
|
||||
class WebResponse(BaseModel):
|
||||
"""Response model for parsed web content."""
|
||||
|
||||
url: str = Field(..., description="Original URL that was parsed")
|
||||
content: str = Field(
|
||||
...,
|
||||
description="Extracted content in Markdown format with metadata frontmatter",
|
||||
)
|
||||
|
||||
|
||||
class WebRawResponse(BaseModel):
|
||||
"""Response model for raw web content."""
|
||||
|
||||
url: str = Field(..., description="Original URL that was fetched")
|
||||
status_code: int = Field(..., description="HTTP status code")
|
||||
headers: dict[str, str] = Field(..., description="Response headers")
|
||||
content: str = Field(..., description="Raw HTML content")
|
||||
153
openapi_mcp_server/tools/web/routes.py
Normal file
153
openapi_mcp_server/tools/web/routes.py
Normal file
|
|
@ -0,0 +1,153 @@
|
|||
"""API routes for web content parsing tool."""
|
||||
|
||||
from __future__ import annotations
|
||||
|
||||
from typing import Annotated
|
||||
|
||||
import requests
|
||||
import trafilatura
|
||||
from fastapi import APIRouter, HTTPException, Query
|
||||
from pydantic import HttpUrl # noqa: TC002
|
||||
|
||||
from openapi_mcp_server.tools.base import BaseTool
|
||||
|
||||
from .models import WebRawResponse, WebRequest, WebResponse
|
||||
|
||||
|
||||
class WebTool(BaseTool):
|
||||
"""Web content parsing tool."""
|
||||
|
||||
def __init__(self) -> None:
|
||||
"""Initialize the web tool."""
|
||||
super().__init__(
|
||||
name="web",
|
||||
description="Extract and parse web page content into Markdown using trafilatura",
|
||||
)
|
||||
|
||||
def get_router(self) -> APIRouter:
|
||||
"""Return the FastAPI router for web tool endpoints."""
|
||||
router = APIRouter()
|
||||
|
||||
@router.post(
|
||||
"/web_read",
|
||||
response_model=WebResponse,
|
||||
summary="Extract and parse webpage content into clean markdown",
|
||||
)
|
||||
def read(request: WebRequest) -> WebResponse:
|
||||
"""Extract and parse webpage content into clean markdown.
|
||||
|
||||
Returns:
|
||||
WebResponse: Parsed web content.
|
||||
"""
|
||||
return WebTool._parse_web_page(
|
||||
str(request.url),
|
||||
request.with_metadata,
|
||||
request.include_formatting,
|
||||
request.include_images,
|
||||
request.include_links,
|
||||
request.include_tables,
|
||||
)
|
||||
|
||||
@router.get(
|
||||
"/web_raw",
|
||||
response_model=WebRawResponse,
|
||||
summary="Fetch raw HTML content and headers from any URL",
|
||||
)
|
||||
def raw(
|
||||
url: Annotated[
|
||||
HttpUrl | None, Query(description="URL to fetch raw content and headers from")
|
||||
] = None,
|
||||
) -> WebRawResponse:
|
||||
"""Fetch raw HTML content and headers from URL.
|
||||
|
||||
Returns:
|
||||
WebRawResponse: Raw HTML content and headers.
|
||||
|
||||
Raises:
|
||||
HTTPException: If request fails or URL is invalid.
|
||||
"""
|
||||
if not url:
|
||||
raise HTTPException(status_code=422, detail="URL query parameter is required.")
|
||||
|
||||
try:
|
||||
response = requests.get(str(url), timeout=30)
|
||||
response.raise_for_status()
|
||||
|
||||
headers = dict(response.headers)
|
||||
|
||||
return WebRawResponse(
|
||||
url=str(url),
|
||||
status_code=response.status_code,
|
||||
headers=headers,
|
||||
content=response.text,
|
||||
)
|
||||
|
||||
except requests.exceptions.RequestException as e:
|
||||
raise HTTPException(
|
||||
status_code=503,
|
||||
detail=f"Unable to fetch content from URL: {e!s}",
|
||||
) from e
|
||||
except Exception as e:
|
||||
raise HTTPException(
|
||||
status_code=500, detail=f"Error fetching raw content: {e!s}"
|
||||
) from e
|
||||
|
||||
return router
|
||||
|
||||
@staticmethod
|
||||
def _parse_web_page(
|
||||
url: str,
|
||||
with_metadata: bool = True,
|
||||
include_formatting: bool = True,
|
||||
include_images: bool = True,
|
||||
include_links: bool = True,
|
||||
include_tables: bool = True,
|
||||
) -> WebResponse:
|
||||
"""Internal function to perform the actual web page parsing.
|
||||
|
||||
Returns:
|
||||
WebResponse: Parsed web content.
|
||||
|
||||
Raises:
|
||||
HTTPException: If parsing fails or URL is invalid.
|
||||
"""
|
||||
try:
|
||||
downloaded = trafilatura.fetch_url(url)
|
||||
if not downloaded:
|
||||
raise HTTPException(
|
||||
status_code=404, detail=f"Unable to fetch content from URL: {url}"
|
||||
)
|
||||
|
||||
config = trafilatura.settings.use_config()
|
||||
config.set("DEFAULT", "EXTRACTION_TIMEOUT", "30")
|
||||
|
||||
extracted_content = trafilatura.extract(
|
||||
downloaded,
|
||||
output_format="markdown",
|
||||
favor_recall=True,
|
||||
with_metadata=with_metadata,
|
||||
include_formatting=include_formatting,
|
||||
include_images=include_images,
|
||||
include_links=include_links,
|
||||
include_tables=include_tables,
|
||||
config=config,
|
||||
)
|
||||
|
||||
if not extracted_content:
|
||||
raise HTTPException(
|
||||
status_code=422, detail=f"Unable to extract content from URL: {url}"
|
||||
)
|
||||
|
||||
return WebResponse(
|
||||
url=url,
|
||||
content=extracted_content,
|
||||
)
|
||||
|
||||
except HTTPException:
|
||||
raise
|
||||
except Exception as e:
|
||||
raise HTTPException(status_code=500, detail=f"Error parsing web page: {e!s}") from e
|
||||
|
||||
|
||||
# Create the tool instance that will be discovered by the registry
|
||||
tool = WebTool()
|
||||
94
pyproject.toml
Normal file
94
pyproject.toml
Normal file
|
|
@ -0,0 +1,94 @@
|
|||
[project]
|
||||
name = "openapi-mcp-server"
|
||||
version = "0.1.0"
|
||||
description = "An OpenAPI-compatible server for the Multi-agent Conversation Platform (MCP)."
|
||||
readme = "README.md"
|
||||
license = { text = "MIT" }
|
||||
authors = [{ name = "Tom Foster", email = "tom@tcpip.uk" }]
|
||||
maintainers = [{ name = "Tom Foster", email = "tom@tcpip.uk" }]
|
||||
requires-python = ">=3.13"
|
||||
classifiers = [
|
||||
"Development Status :: 4 - Beta",
|
||||
"License :: OSI Approved :: MIT License",
|
||||
"Topic :: Communications :: Chat",
|
||||
"Framework :: AsyncIO",
|
||||
"Programming Language :: Python",
|
||||
"Programming Language :: Python :: 3",
|
||||
"Programming Language :: Python :: 3.13",
|
||||
]
|
||||
dependencies = [
|
||||
"fastapi>=0",
|
||||
"pydantic>=2",
|
||||
"pydantic-settings>=2",
|
||||
"python-dateutil>=2",
|
||||
"python-multipart>=0",
|
||||
"pytz>=2025",
|
||||
"requests>=2",
|
||||
"reverse-geocoder>=1",
|
||||
"trafilatura>=2",
|
||||
"uvicorn[standard]>=0",
|
||||
]
|
||||
|
||||
[project.urls]
|
||||
Homepage = "https://git.tomfos.tr/tom/openapi-mcp-server"
|
||||
|
||||
[dependency-groups]
|
||||
dev = ["ruff>=0"]
|
||||
|
||||
[tool.uv]
|
||||
package = true
|
||||
|
||||
[build-system]
|
||||
requires = ["setuptools>=61.0"]
|
||||
build-backend = "setuptools.build_meta"
|
||||
|
||||
[project.scripts]
|
||||
openapi-mcp-server = "openapi_mcp_server.__main__:launch"
|
||||
|
||||
[tool.setuptools]
|
||||
packages = { find = {} }
|
||||
|
||||
[tool.ruff]
|
||||
cache-dir = "/tmp/.ruff_cache"
|
||||
fix = true
|
||||
line-length = 100
|
||||
preview = true
|
||||
show-fixes = false
|
||||
target-version = "py313"
|
||||
unsafe-fixes = true
|
||||
|
||||
[tool.ruff.format]
|
||||
line-ending = "auto"
|
||||
skip-magic-trailing-comma = false
|
||||
|
||||
[tool.ruff.lint]
|
||||
fixable = ["ALL"]
|
||||
ignore = [
|
||||
"ANN401", # use of Any type
|
||||
"BLE001", # blind Exception usage
|
||||
"COM812", # missing trailing comma
|
||||
"CPY", # flake8-copyright
|
||||
"FBT", # boolean arguments
|
||||
"PLR0912", # too many branches
|
||||
"PLR0913", # too many arguments
|
||||
"PLR0915", # too many statements
|
||||
"PLR0917", # too many positional arguments
|
||||
"PLR6301", # method could be static
|
||||
"RUF029", # async methods that don't await
|
||||
"S104", # binding to all interfaces
|
||||
"S110", # passed exceptions
|
||||
"TRY301", # raise inside try block
|
||||
]
|
||||
select = ["ALL"]
|
||||
unfixable = [
|
||||
"F841", # local variable assigned but never used
|
||||
"RUF100", # unused noqa comments
|
||||
"T201", # don't strip print statement
|
||||
]
|
||||
|
||||
[tool.ruff.lint.isort]
|
||||
combine-as-imports = true
|
||||
required-imports = ["from __future__ import annotations"]
|
||||
|
||||
[tool.ruff.lint.pydocstyle]
|
||||
convention = "google"
|
||||
736
uv.lock
generated
Normal file
736
uv.lock
generated
Normal file
|
|
@ -0,0 +1,736 @@
|
|||
version = 1
|
||||
revision = 2
|
||||
requires-python = ">=3.13"
|
||||
|
||||
[[package]]
|
||||
name = "annotated-types"
|
||||
version = "0.7.0"
|
||||
source = { registry = "https://pypi.org/simple" }
|
||||
sdist = { url = "https://files.pythonhosted.org/packages/ee/67/531ea369ba64dcff5ec9c3402f9f51bf748cec26dde048a2f973a4eea7f5/annotated_types-0.7.0.tar.gz", hash = "sha256:aff07c09a53a08bc8cfccb9c85b05f1aa9a2a6f23728d790723543408344ce89", size = 16081, upload-time = "2024-05-20T21:33:25.928Z" }
|
||||
wheels = [
|
||||
{ url = "https://files.pythonhosted.org/packages/78/b6/6307fbef88d9b5ee7421e68d78a9f162e0da4900bc5f5793f6d3d0e34fb8/annotated_types-0.7.0-py3-none-any.whl", hash = "sha256:1f02e8b43a8fbbc3f3e0d4f0f4bfc8131bcb4eebe8849b8e5c773f3a1c582a53", size = 13643, upload-time = "2024-05-20T21:33:24.1Z" },
|
||||
]
|
||||
|
||||
[[package]]
|
||||
name = "anyio"
|
||||
version = "4.9.0"
|
||||
source = { registry = "https://pypi.org/simple" }
|
||||
dependencies = [
|
||||
{ name = "idna" },
|
||||
{ name = "sniffio" },
|
||||
]
|
||||
sdist = { url = "https://files.pythonhosted.org/packages/95/7d/4c1bd541d4dffa1b52bd83fb8527089e097a106fc90b467a7313b105f840/anyio-4.9.0.tar.gz", hash = "sha256:673c0c244e15788651a4ff38710fea9675823028a6f08a5eda409e0c9840a028", size = 190949, upload-time = "2025-03-17T00:02:54.77Z" }
|
||||
wheels = [
|
||||
{ url = "https://files.pythonhosted.org/packages/a1/ee/48ca1a7c89ffec8b6a0c5d02b89c305671d5ffd8d3c94acf8b8c408575bb/anyio-4.9.0-py3-none-any.whl", hash = "sha256:9f76d541cad6e36af7beb62e978876f3b41e3e04f2c1fbf0884604c0a9c4d93c", size = 100916, upload-time = "2025-03-17T00:02:52.713Z" },
|
||||
]
|
||||
|
||||
[[package]]
|
||||
name = "babel"
|
||||
version = "2.17.0"
|
||||
source = { registry = "https://pypi.org/simple" }
|
||||
sdist = { url = "https://files.pythonhosted.org/packages/7d/6b/d52e42361e1aa00709585ecc30b3f9684b3ab62530771402248b1b1d6240/babel-2.17.0.tar.gz", hash = "sha256:0c54cffb19f690cdcc52a3b50bcbf71e07a808d1c80d549f2459b9d2cf0afb9d", size = 9951852, upload-time = "2025-02-01T15:17:41.026Z" }
|
||||
wheels = [
|
||||
{ url = "https://files.pythonhosted.org/packages/b7/b8/3fe70c75fe32afc4bb507f75563d39bc5642255d1d94f1f23604725780bf/babel-2.17.0-py3-none-any.whl", hash = "sha256:4d0b53093fdfb4b21c92b5213dba5a1b23885afa8383709427046b21c366e5f2", size = 10182537, upload-time = "2025-02-01T15:17:37.39Z" },
|
||||
]
|
||||
|
||||
[[package]]
|
||||
name = "certifi"
|
||||
version = "2025.6.15"
|
||||
source = { registry = "https://pypi.org/simple" }
|
||||
sdist = { url = "https://files.pythonhosted.org/packages/73/f7/f14b46d4bcd21092d7d3ccef689615220d8a08fb25e564b65d20738e672e/certifi-2025.6.15.tar.gz", hash = "sha256:d747aa5a8b9bbbb1bb8c22bb13e22bd1f18e9796defa16bab421f7f7a317323b", size = 158753, upload-time = "2025-06-15T02:45:51.329Z" }
|
||||
wheels = [
|
||||
{ url = "https://files.pythonhosted.org/packages/84/ae/320161bd181fc06471eed047ecce67b693fd7515b16d495d8932db763426/certifi-2025.6.15-py3-none-any.whl", hash = "sha256:2e0c7ce7cb5d8f8634ca55d2ba7e6ec2689a2fd6537d8dec1296a477a4910057", size = 157650, upload-time = "2025-06-15T02:45:49.977Z" },
|
||||
]
|
||||
|
||||
[[package]]
|
||||
name = "charset-normalizer"
|
||||
version = "3.4.2"
|
||||
source = { registry = "https://pypi.org/simple" }
|
||||
sdist = { url = "https://files.pythonhosted.org/packages/e4/33/89c2ced2b67d1c2a61c19c6751aa8902d46ce3dacb23600a283619f5a12d/charset_normalizer-3.4.2.tar.gz", hash = "sha256:5baececa9ecba31eff645232d59845c07aa030f0c81ee70184a90d35099a0e63", size = 126367, upload-time = "2025-05-02T08:34:42.01Z" }
|
||||
wheels = [
|
||||
{ url = "https://files.pythonhosted.org/packages/ea/12/a93df3366ed32db1d907d7593a94f1fe6293903e3e92967bebd6950ed12c/charset_normalizer-3.4.2-cp313-cp313-macosx_10_13_universal2.whl", hash = "sha256:926ca93accd5d36ccdabd803392ddc3e03e6d4cd1cf17deff3b989ab8e9dbcf0", size = 199622, upload-time = "2025-05-02T08:32:56.363Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/04/93/bf204e6f344c39d9937d3c13c8cd5bbfc266472e51fc8c07cb7f64fcd2de/charset_normalizer-3.4.2-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:eba9904b0f38a143592d9fc0e19e2df0fa2e41c3c3745554761c5f6447eedabf", size = 143435, upload-time = "2025-05-02T08:32:58.551Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/22/2a/ea8a2095b0bafa6c5b5a55ffdc2f924455233ee7b91c69b7edfcc9e02284/charset_normalizer-3.4.2-cp313-cp313-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:3fddb7e2c84ac87ac3a947cb4e66d143ca5863ef48e4a5ecb83bd48619e4634e", size = 153653, upload-time = "2025-05-02T08:33:00.342Z" },
|
||||
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|
||||
{ url = "https://files.pythonhosted.org/packages/e2/28/ffc026b26f441fc67bd21ab7f03b313ab3fe46714a14b516f931abe1a2d8/charset_normalizer-3.4.2-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:6c9379d65defcab82d07b2a9dfbfc2e95bc8fe0ebb1b176a3190230a3ef0e07c", size = 148243, upload-time = "2025-05-02T08:33:04.063Z" },
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||||
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|
||||
{ url = "https://files.pythonhosted.org/packages/67/7c/a123bbcedca91d5916c056407f89a7f5e8fdfce12ba825d7d6b9954a1a3c/charset_normalizer-3.4.2-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:1c95a1e2902a8b722868587c0e1184ad5c55631de5afc0eb96bc4b0d738092c0", size = 145147, upload-time = "2025-05-02T08:33:08.183Z" },
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||||
{ url = "https://files.pythonhosted.org/packages/ec/fe/1ac556fa4899d967b83e9893788e86b6af4d83e4726511eaaad035e36595/charset_normalizer-3.4.2-cp313-cp313-musllinux_1_2_i686.whl", hash = "sha256:ef8de666d6179b009dce7bcb2ad4c4a779f113f12caf8dc77f0162c29d20490b", size = 153057, upload-time = "2025-05-02T08:33:09.986Z" },
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||||
{ url = "https://files.pythonhosted.org/packages/2b/ff/acfc0b0a70b19e3e54febdd5301a98b72fa07635e56f24f60502e954c461/charset_normalizer-3.4.2-cp313-cp313-musllinux_1_2_ppc64le.whl", hash = "sha256:32fc0341d72e0f73f80acb0a2c94216bd704f4f0bce10aedea38f30502b271ff", size = 156454, upload-time = "2025-05-02T08:33:11.814Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/92/08/95b458ce9c740d0645feb0e96cea1f5ec946ea9c580a94adfe0b617f3573/charset_normalizer-3.4.2-cp313-cp313-musllinux_1_2_s390x.whl", hash = "sha256:289200a18fa698949d2b39c671c2cc7a24d44096784e76614899a7ccf2574b7b", size = 154174, upload-time = "2025-05-02T08:33:13.707Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/78/be/8392efc43487ac051eee6c36d5fbd63032d78f7728cb37aebcc98191f1ff/charset_normalizer-3.4.2-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:4a476b06fbcf359ad25d34a057b7219281286ae2477cc5ff5e3f70a246971148", size = 149166, upload-time = "2025-05-02T08:33:15.458Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/44/96/392abd49b094d30b91d9fbda6a69519e95802250b777841cf3bda8fe136c/charset_normalizer-3.4.2-cp313-cp313-win32.whl", hash = "sha256:aaeeb6a479c7667fbe1099af9617c83aaca22182d6cf8c53966491a0f1b7ffb7", size = 98064, upload-time = "2025-05-02T08:33:17.06Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/e9/b0/0200da600134e001d91851ddc797809e2fe0ea72de90e09bec5a2fbdaccb/charset_normalizer-3.4.2-cp313-cp313-win_amd64.whl", hash = "sha256:aa6af9e7d59f9c12b33ae4e9450619cf2488e2bbe9b44030905877f0b2324980", size = 105641, upload-time = "2025-05-02T08:33:18.753Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/20/94/c5790835a017658cbfabd07f3bfb549140c3ac458cfc196323996b10095a/charset_normalizer-3.4.2-py3-none-any.whl", hash = "sha256:7f56930ab0abd1c45cd15be65cc741c28b1c9a34876ce8c17a2fa107810c0af0", size = 52626, upload-time = "2025-05-02T08:34:40.053Z" },
|
||||
]
|
||||
|
||||
[[package]]
|
||||
name = "click"
|
||||
version = "8.2.1"
|
||||
source = { registry = "https://pypi.org/simple" }
|
||||
dependencies = [
|
||||
{ name = "colorama", marker = "sys_platform == 'win32'" },
|
||||
]
|
||||
sdist = { url = "https://files.pythonhosted.org/packages/60/6c/8ca2efa64cf75a977a0d7fac081354553ebe483345c734fb6b6515d96bbc/click-8.2.1.tar.gz", hash = "sha256:27c491cc05d968d271d5a1db13e3b5a184636d9d930f148c50b038f0d0646202", size = 286342, upload-time = "2025-05-20T23:19:49.832Z" }
|
||||
wheels = [
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Loading…
Add table
Add a link
Reference in a new issue