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securityF
license-
qualityProduction-ready API server template integrating FastAPI with Model Context Protocol (MCP) for LLM integration, structured logging, and comprehensive testing.
Last updated -
Python
Matching MCP tools:
Matching MCP servers:
- -securityAlicense-qualityA minimal CRUD API for items that exposes FastAPI endpoints as MCP tools, enabling natural language interaction with a database through PydanticAI agents.Last updated -PythonMIT License
- -securityAlicense-qualityA FastAPI library that provides Model Context Protocol tools for endpoint introspection and OpenAPI documentation, allowing AI agents to discover and understand API endpoints.Last updated -PythonMIT License
- -securityFlicense-qualityA production-ready MCP server built with FastAPI, providing an enhanced tool registry for creating, managing, and documenting AI tools for Large Language Models (LLMs).Last updated -13Python
- -securityAlicense-qualityA zero-configuration tool that automatically converts FastAPI endpoints into Model Context Protocol (MCP) tools, enabling AI systems to interact with your API through natural language.Last updated -1PythonMIT License
- -securityAlicense-qualityA Server-Sent Events implementation using FastAPI framework that integrates Model Context Protocol (MCP), allowing AI models to access external tools and data sources like weather information.Last updated -9PythonMIT License
- -securityAlicense-qualityA zero-configuration tool that automatically exposes FastAPI endpoints as Model Context Protocol (MCP) tools, allowing LLM systems like Claude to interact with your API without additional coding.Last updated -6,569PythonMIT License
- -securityFlicense-qualityA FastAPI server implementing the Model Context Protocol (MCP) for structured tool use, providing utility tools including random number generation, image generation via Azure OpenAI DALL-E, and AI podcast generation.Last updated -Python
- -securityAlicense-qualityA REST API built with FastAPI that exposes endpoints via Model Context Protocol (MCP), allowing clients to interact with CRUD operations through MCP interfaces.Last updated -PythonMIT License
- -securityFlicense-qualityA sample FastAPI project that implements the Model Context Protocol (MCP), allowing AI assistants to connect to a PostgreSQL database and manage notes through natural language interactions.Last updated -Python
- -securityAlicense-qualityA high-performance Model Context Protocol (MCP) server designed for large language models, enabling real-time communication between AI models and applications with support for session management and intelligent tool registration.Last updated -2PythonMIT License
- -securityFlicense-qualityA Model Context Protocol (MCP) server that enables Large Language Models to interact with and query the classic Northwind database through a REST API.Last updated -Python
- -securityAlicense-qualityProvides tools for obtaining system CPU and memory statistics through FastAPI endpoints exposed via MCP.Last updated -2PythonApache 2.0
- -securityFlicense-qualityA FastAPI-based Model Context Protocol server that exposes herd data through a discoverable API, with local and containerized deployment options.Last updated -Python
- -securityAlicense-qualityA FastAPI and fastmcp based Amap Navigation MCP tool that provides interactive map navigation with real-time route planning and WebSocket communication.Last updated -PythonMIT License
- -securityFlicense-qualityAn advanced management platform that integrates FastAPI and React TypeScript, providing a modern user interface with SQLite database and action history tracking.Last updated -Python
- -securityFlicense-qualityA simple application demonstrating Model Context Protocol (MCP) integration with FastAPI and Streamlit, allowing users to interact with LLMs through a clean interface.Last updated -3Python
- -securityFlicense-qualityA server that allows AI agents to query and retrieve information about upcoming events at Berghain nightclub through a DynamoDB-backed FastAPI service.Last updated -Python
- AsecurityFlicenseAqualityConverts REST API code (like NestJS controllers or FastAPI endpoints) to Postman collections and environments, helping developers automatically sync their API endpoints with Postman.Last updated -2JavaScript
- -securityAlicense-qualityA FastAPI-based microservice that analyzes job URLs and extracts detailed company information by crawling job postings and company websites, with data enrichment from external providers.Last updated -PythonMIT License
- -securityFlicense-qualityAn AI-powered meeting assistant that combines FastAPI backend with React frontend to generate high-quality meeting summaries and provide Q&A functionality using OpenAI and Selenium.Last updated -Python
- -securityFlicense-qualityA local LLM chat application implementing the Model Control Protocol (MCP) architecture with Ollama, FastAPI, and Gradio that demonstrates clear separation of model, control, and presentation layers.Last updated -Python
- -securityAlicense-qualityA FastAPI-based MCP server that integrates with smartscreen.tv, allowing you to programmatically control web displays by displaying media, sending notifications, and controlling playback via HTTP commands.Last updated -PythonMIT License
- -securityAlicense-qualityA lightweight FastAPI server that allows remote execution of shell commands on Windows, with real-time output streaming and security features like API key authentication and rate limiting.Last updated -PythonMIT License
- -securityFlicense-qualityA FastAPI server that implements the Model Context Protocol (MCP) using Server-Sent Events (SSE) transport to provide random cat facts on demand or as a continuous stream.Last updated -Python
- -securityFlicense-qualityA demonstration server that automatically generates Model Context Protocol (MCP) servers from OpenAPI specifications, providing seamless integration with FastAPI and supporting various transmission methods like STDIO, HTTP, and SSE.Last updated -Python
- -securityFlicense-qualityA FastAPI-based application that implements the Model Context Protocol for lead prospecting, allowing users to retrieve business leads from different data sources like Mantiks through a clean architecture.Last updated -9Python
- -securityAlicense-qualityA modular, extensible FastAPI-based platform that aggregates multiple AI tools and microservices into a unified interface with standardized I/O formats, perfect for frontend integration or LLM system orchestration.Last updated -1PythonMIT License
- -securityFlicense-qualityA FastAPI-based implementation of the Model Context Protocol that enables standardized interaction between AI models and development environments, making it easier for developers to integrate and manage AI tasks.Last updated -5PythonMIT License
- -securityFlicense-qualityA FastAPI-based application that enables document embedding and semantic retrieval using Qdrant vector database, allowing users to convert documents into embeddings and retrieve relevant content through natural language queries.Last updated -
- -securityFlicense-qualityA modern Model Control Plane (MCP) project that provides a lightweight, extensible foundation for building and deploying intelligent systems that manage and expose AI/LLM capabilities through Python, FastAPI, and Docker.Last updated -5Python
- -security-license-qualityA FastAPI-based JSON-RPC 2.0 server implementation that enables users to work with HDF5 files, submit Slurm jobs, retrieve CPU information, and visualize CSV data through standardized API endpoints.Last updated -Python