MCP servers tagged ai
9.8K live MCP servers tagged "ai", ranked by trust score. Tags come from package metadata and repository topics, so this list covers servers across every category that work with ai.
Godel MCP
model context protocol server for testing Gödel's incompleteness theorems
Multi Server Demo
Minimal working demo of a multi-server Model Context Protocol (MCP) system using the low-level Python SDK.
GitMCPilot
Natural language GitHub assistant powered by MCP, enabling issue tracking, repo insights, and PR management via LLM.
Apply Server
An intelligent code editing server implementing the Model Context Protocol (MCP) with Morph AI integration. This server enables advanced code manipulation capabilities in editors…
PPT
A PowerPoint presentation about the Model Context Protocol (MCP)
Model Context Unlimited
The official Python SDK for Model Context Protocol servers and clients
PySDK
clone from https://github.com/modelcontextprotocol/python-sdk_PYSDK
First MCP Server In Claude
MCP - Model Context Protocol
03 MCP
MCP-Model Context Protocol
Ollama Integration
A practical demo integrating local LLMs (Ollama) with Model Context Protocol (MCP) servers for enhanced AI capabilities
Template Py
A comprehensive template for creating MCP (Model Context Protocol) servers in Python using FastMCP
ReactAgent With Intern Mcptools
基于openai和fastmcp实现一个react agent, 调用intern系列模型.
To Agent Helper
Library that facilitates the use of FastMCP Client native progress streaming with OpenAI's Agent framework
Url Text Fetch MCP
Url webpage text fetcher with FastMCP for LLM/agents frontends such as LM-Studio
Simple MCP Application
A sample MCP application for LLM
Cep Python
VEJA COMO É FÁCIL CRIAR UM SERVIDOR MCP! - FastMCP + Python url: https://www.youtube.com/watch?v=K5t-yJDzpGQ
Deeplink Poc
Build a FastMCP financial intelligence demo for ChatGPT via MCP.
Indian Finance MCP
MCP server for Indian financial data. Get real-time mutual fund NAVs from AMFI (47,000+ schemes), validate GSTIN numbers with checksum verification, and more. Built for AI agents…
Tryanno Flow
FAST MCP 2.0 by TyrannoFlow, playlist: https://www.youtube.com/playlist?list=PL_dJcfRLGH8ZKvMGnDo-tTjMh8WIo4wt4
Python MCP Server Starter
Python MCP server starter template — FastMCP, ruff, pytest, CI/CD ready
Azure Python MCP Hello World
A Python FastMCP Server that can be hosted locally or within an Azure Python Web App.
GitaGnanaApp
*Gita Gnana** is a premium, context-grounded philosophical assistant powered by the **Model Context Protocol (MCP)** and **Gemini 2.5 Flash**.
Multi Transport Server
MCP Protocol implementation using FastMCP, LangChain, and Streamlit. Demonstrates local/remote servers, async patterns, and multi-transport support (STDIO, HTTP, SSE).
Agntid Python
Python SDK for AgntID — a runtime that adds policy enforcement and auditability to AI agents using MCP tools.
CLI Chatbot Gemini Version
CLI chatbot with Gemini and MCP
Agent Python
AI Agent backed by an MCP server — Python edition using Anthropic SDK and FastMCP
Educational Agentic Rag
Agentic RAG server using FastMCP + Pinecone that automates weekly lesson planning for primary school teachers and exports formatted Excel files
AI Assistant OpenAI MCP Setup
A Minimal AI assistant setup with OPENAI & MCP Server (Model Context Protocol) tool support and a Gradio chat UI. Built with FastAPI, FastMCP, and Gradio.
LLM MCP APP
An LLM-powered application using an MCP tool.
PixieBMS Physical AI MCP
Autonomous Closed-Loop Smart Building Energy Control via Model Context Protocol (FastMCP), EnergyPlus & Open-Source LLMs.
Chatbot MCP Server
This repo list my mcp server for my groq chatbot.
MLflow MCP Server
MLflow Model Context Protocol (MCP) Server for Claude Desktop integration
Fitnesse MCP
An MCP server that exposes FitNesse's REST responders as tools, letting an MCP client read wiki pages, run tests and suites, manage the files section, and inspect test history on…
Titanic Dataset Assistant
AI-powered Titanic Dataset Assistant using FastMCP and Groq
Xx MCP
Model Context Protocol server para integraciones AI
AI Agent V2 Fastmcp
Manual Agent with Gemini and FastMCP
Picx MCP
PicX Studio MCP server — FastMCP 4, sessionless Streamable HTTP
Comptext Core
CompText Core — deterministic Python CLI: 5 LLM providers, BLAKE3 Merkle, Ed25519, Attention-Head Ablation, FastMCP, SKILL.md loader. The Operating System for Context.
Rdf MCP
Trying out model context protocol with RDF graphs
Sol Chad MCP
Use AI + MCP to monitor your SOL wallet, check market indicators. All by just chatting.
RSS DIGEST BOT
A Python-based RSS Digest Bot built on Model Context Protocol (MCP) that pulls from TechCrunch and Hacker News frontpage feeds and returns AI-generated summaries via Claude.
Vscode MCP Python
This project implements a lightweight and highly optimized "Model Context Protocol (MCP)" server using Python.
Kali MCP Claude Setup
A complete guide for running Claude Desktop natively on Kali Linux with full Kali tool integration via MCP (Model Context Protocol)
Agent Quality Oss
한국 건설 품질관리 도메인 전문성을 LLM에 연결하는 MCP 서버. cc: 건설 메타 온톨로지의 품질 도메인 레이어. 공종·자재·시험·기준·리스크·부적합·조치·증빙·법령·양식 그래프. 제공: 황룡건설(주) · 개발: 라텔웍스(주). MIT.
Ssh Liaison MCP
Stateful SSH connection and command execution via Model Context Protocol (MCP)
Octo MCP Service
MCP (Model Context Protocol) implementation for OctoMesh
Centurion
AI Agent Orchestration Engine — spawn and command an army of AI agents with Roman military precision
Bending Spoons Ontology
A queryable world model + ontology of Bending Spoons, built only from its public filings — a demonstrative exercise by Play New. Ships an MCP server that serves the model and its…
Tick
A model context protocol server that acts as a bridge between Claude or other LLM's and the time tracking software tick with adjacent google sheets functions.
Knotie AI MCP
The Model Context Protocol (MCP) server that enables AI agents like Claude Desktop to interact with the Knotie AI Pro platform for automated customer and voice AI agent management.