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Machine-native GIS processing for AI agents. Convert, reproject, validate, repair, buffer, dissolve, clip, merge, spatial join, and tile vector geodata. 25 operations. Pay-per-use USDC on Solana ($0.01/op). No API key required.
Professional MCP server providing access to 600k+ foods from USDA FoodData Central. Features dual architecture (MCP + HTTP API), three deployment options (hosted/local/custom), and production-ready tools for nutrition analysis, food comparison, and dietary planning.
🧠 Automated AI conversation recording and knowledge management system with MCP integration for Claude Desktop, VSCode, and Cursor
A modular FastAPI-based MCP (Model Context Protocol) server that supports reading local JSON and Excel files via HTTP API. Easily extensible for agents and automation tools like Flowsie AI or n8n. Includes Docker support and clean production-ready structure.
this is a cloned version of
langchain-based client for proxmox mcp server - co-pilot experiment
A Model Context Protocol (MCP) Gateway. Serves as a central management point for tools, resources, and prompts that can be accessed by MCP-compatible LLM applications. Converts REST API endpoints to MCP, composes virtual MCP servers with added security and observability, and converts between protocols (stdio, SSE).
FastAPI MCP server on Azure App Service
Dynamically generate and test MCP tools in real time from cURL inputs using a simple FastAPI Web Application.
Server for EDA Tools, Duke University
一个mcp server的demo，前台录入酒店的房间信息，然后可以通过mcp查询当前酒店的最新数据 前台vue3后台python fastapi + sqlite
A Model Context Protocol server that facilitates interaction with the Solana blockchain, built using the Ping Agent Kit. (
Servidor MCP para ciberseguridad en Windows. Expone herramientas defensivas como APIs HTTP listas para ser usadas por agentes IA, Claude Desktop o scripts personalizados. Fácil de integrar, extensible y listo para automatizar tu defensa digital.
API service to search vectorized Cursor IDE chat history using LanceDB and Ollama
A FastAPI based Jenkins MCP Server to run with local Ollama LLM
Example web app mounting a model context protocol (MCP) server on a FastAPI server
connects github repos to ai for better code understanding
A backend system built with FastAPI and SQLAlchemy to manage travel itineraries, including hotel stays, transfers, activities, and day-wise plans. Also includes a recommendation endpoint via an MCP server.
This is a backend system for managing travel itineraries using FastAPI and SQLAlchemy, featuring RESTful APIs to create and view itineraries and an MCP server to recommend itineraries based on trip duration.
Tool-based LLM integration with Zenodo via the Model Context Protocol (MCP)
Python sample code for MCP server + REST API (FastAPI) integration
A lightweight FastAPI server that can run as a Windows service and exposes an endpoint to execute shell commands and stream their output
Testing server repository
Production-ready Model Context Protocol (MCP) servers in Python, Go, and Rust for VS Code integration. Enables AI systems to interact with tools via standardized interfaces.
A Model Context Protocol server providing AI assistants with access to healthcare data tools, including FDA drug information, PubMed research, health topics, clinical trials, and medical terminology lookup.
Nutanix Prism Central と連携してクラスタ・仮想マシン情報を取得する MCP (Model Context Protocol) サーバーの FastAPI 実装
A model that uses streamlit as frontend and MCP server(notion and postgres tools) and FAST API for integration
A modular application API interface based on FastMCP, integrating a demo of the MCP server, FastAPI interface and LLM Agent processing capabilities | 一个基于FastMCP的模块化应用，集成了MCP服务器、FastAPI接口和LLM Agent 处理能力的 demo
Using xAI models w/ SSE MCP servers in Claude Desktop
A lightweight prototype demonstrating how to integrate an LLM (via OpenAI) with a Model Context Protocol (MCP) server to extract real-time weather data by scraping and processing open web content using HTML parsing and caching.
A test repository created using the GitHub MCP server
This is a basic MCP Server-Client Impl using SSE
bigquery & web search api + mcp server
Learning AI
Real-time stock API with Python, MCP server example, yfinance stock analysis dashboard
chromadb を fastapi 化し fastapi-mcp で mcp server として利用
🏓 An experimental and educational script for Ping-pong server demonstrating remote MCP (Model Context Protocol) calls
Integration between Windsurf and custom MCP servers
MCP Server using SSE - can be hsoted remotely (build using fastapi, fastmcp, uv)
A simple MCP server to access Qdrant
A Model Context Protocol server implementation with FastAPI
The best way to deploy mcp server. A high-performance WebSocket/SSE transport layer & gateway for Anthropic's MCP (Model Context Protocol) — powered by Nginx, Nchan, and FastAPI.
The OpenAPI to Model Context Protocol (MCP) proxy server bridges the gap between AI agents and external APIs by dynamically translating OpenAPI specifications into standardized MCP tools. This simplifies the integration process, significantly reducing development time and complexity associated with custom API wrappers.
MCPOmni Connect is an agent execution runtime that connects to multiple MCP servers via stdio, SSE, or streamable HTTP. It supports chat, autonomous agents, and planner-based orchestration treating each MCP server as a tool agent to enable dynamic multi-agent workflows across LLM systems, and can be embedded in FastAPI or backend systems.
FastAPI MCP Server は、FastAPI を用いた MCP (Model Context Protocol) サーバーです。 このプロジェクトは、各種ツールやデータソースへのアクセスを統一的に実現することを目指します。
everyday series assignment
A FastAPI-MCP server that fetches Wikipedia summaries for AI assistants, deployed using Google Colab and Ngrok.
A working example to create a FastAPI server with SSE-based MCP support
Expose your FastAPI endpoints as Model Context Protocol (MCP) tools, with Auth!
High-performance FastAPI server implementing Model Context Protocol (MCP) for seamless integration with Large Language Models (LLMs). Built with modern stack: FastAPI, Elasticsearch, Redis, Prometheus, and Grafana.
Mirror of