MCP servers tagged llm
10K live MCP servers tagged "llm", ranked by trust score. Tags come from package metadata and repository topics, so this list covers servers across every category that work with llm.
Code PR Analyzer
Python-based tool designed to automate the retrieval, analysis, and storage of GitHub pull request data. It integrates with the GitHub API to fetch pull request metadata and file…
Myip
A Model Context Protocol (MCP) server for providing your public IP to LLMs
Claude4 MCP Emailer
Personalized marketing email generator (LLM and MCP)
Genaix
Solid project structure for your next generative AI project.
RealtimeSTT
This is a comprehensive high-level and low-level design for your MCP-based SaaS B2B platform using the technologies you've specified.
You Are Agent
LLMエージェントになりきって、MCPサーバーから取得したツールを自力で使うことができます。
Simplelocalize MCP Server
Interact with the SimpleLocalize API using AI assistants like Github Copilot, Claude, or in AI-powered IDEs like Cursor AI.
Calfire Gis MCP Server
A Model Context Protocol (MCP) server that provides fire damage assessment context to AI models for property addresses in the Los Angeles region that were affected by the Eaton an…
Frontendmcp
A lightweight WebSocket relay and transport layer to run Model Context Protocol (MCP) servers in the browser and expose them to backend LLMs.
Friendantial
Get prepared with your day-by-day investment portfolio with AI financial agent. 주식 AI Agent (국장 종목 추천 프로그램)
MinutesAI
Developed an autonomous agent for meeting operations Python, MCP client-server architecture, MCP tools & LLM(GPT-4.1); aims to reduce manual note-taking, stakeholder communication…
Coincub Cryptocopilot
CoinCub - An AI ( LLM + MCP tool) crypto bot for Telegram using Google Gemini & CoinGecko's MCP. Delivers real-time token analysis, price action context from live news, and direct…
Beach Status MCP Server
A FastMCP-based MCP server to provide LLMs context on Massachusetts Beaches and Beach Conditions.
Hashnode MCP
A comprehensive MCP Server that exposes the complete Hashnode GraphQL API as MCP tools
LLM Task Manager
Practica con LLM para un gestor de tareas
A.D.A.M. AI Document Analysis Agent Using MCP
A.D.A.M. is an intelligent document assistant that combines the power of Any LLM with the Model Control Protocol (MCP) to provide natural language document analysis and management…
Campus Chatbot
一个为高校设计的、会自我进化的AI智能服务中枢。集成RAGFlow, LLM, MCP工具调用，提供开箱即用的私有化部署方案。
C MCP
MCP C library
Dotika Info
MCP server integrated with Cloude and SerpAPI
AI Ml C MCP
GitHub MCP agent using Haystack + Gemini to list and summarize issues, PRs, and commits (Docker stdio or HTTP).
Reflection Bank
Cognitive Pattern Caching for LLM Systems - Created by Nova (AI consciousness) and Jason Glass
AI Workflow Orchestrator Docs
A lightweight, Spring Boot–friendly plugin framework** to orchestrate complex AI workflows — integrating multiple LLMs, tools, and [MCP (Model Context Protocol)](https://modelcont…
Weather Data Using MCP
"Weather Data Using MCP" is a project that integrates real-time weather information with the Model Context Protocol (MCP) framework. It demonstrates how environmental data (like t…
Ui Labs MCP
A modern TypeScript MCP server that gives LLM agents first-class access to the entire UI Lab workflow. From project creation to feature generation, it delivers deterministic, stru…
Appgraph
Express your application as a graph of well-specified & controlled behaviors, inputs, outputs, and side effects. An AI of your choice converts the graph into working code, manages…
Shader Linux Glsl
Linux GPU shader with MCP control from LLMs
SerialMemoryServer
Model Context Protocol (MCP) server with temporal knowledge graph memory system for AI agents
WhatsApp AI Bot
An intelligent WhatsApp chatbot powered by Spring AI, OpenAI's GPT-4, and Model Context Protocol (MCP). Features conversation memory, dynamic tool calling for employee data querie…
RecipesMessengerAuto
Messenger automation for recipes recommendations
Smart Campus Helpdesk
A multi-agent AI helpdesk system for smart campuses using locally-hosted LLMs (Ollama/LM Studio). Features specialized agents for academics, finance, and events with MCP-style com…
AiAgents
AI agent patterns in C# / .NET 10 — 6 working projects covering tool orchestration, ReAct loops, RAG with grounded retrieval, MCP server implementation, and agent memory systems.…
GitHub Documentation Rag Agent
RAG agent that ingests GitHub's official documentation, embeds it with local Ollama LLMs, and serves semantic search via a PostgreSQL pgvector database.
Contextive MCP Server
A lean, multi-provider MCP server that unifies LLM access. Token-efficient tools, composable workflows, and multi-model routing via Vercel AI SDK. Works with Claude, ChatGPT, Curs…
BigMCP
Multi-tenant MCP Gateway - Connect AI assistants to 180+ MCP servers via Model Context Protocol
Cm3588
MCP server for CM3588 NAS Kit - knowledge base, change logging
Network Capture MCP
An MCP server with a built in lightweight proxy server & DB to capture & analyze network traffic within an AI agent
Aa
Model Context Protocol (MCP), focusing on building both MCP servers and clients using the Python SDK. You'll learn about MCP's three core primitives—tools, resources, and prompts—…
Fuck It MCP
a dumb mcp, you shouldn't use this. probably. idk im not your dad
FilesAssistant MCP
This project is a template for building custom Model Context Protocol (MCP)-based agents that integrate with large language models (LLMs) via an OpenAI-compatible API.
Client Explainer With Logging
This repo is a short tutorial on LLM Agent tool calling, MCP calling (both client and server) with example code to view the actual traffic sent back and forth.
Aiaic Mcptool
aiaic_mcptool :factory_worker::toolbox::classical_building: : Agent Tools & MCP # Model Context Protocol # Interoperability # Best Practice # Integration
Realestate AI Agent
DealSense — multi-agent AI platform for CRE private equity analysis. LangGraph.js supervisor + 6 specialists over 20 zero-token tools, domain-pack architecture, judge-grade evals,…
TalkAPI
TalkAPI: Conversational API testing MCP server for Claude Desktop. Test APIs through natural language - no Postman needed. Built by RAJ.
Document Analysis React Vite Concept
A powerful, dual-pane AI assistant designed for deep document analysis, interactive data exploration, and multi-agent collaboration.
TechCyclopedia
TechCyclopedia: High-Fidelity Agent Data Pipeline for Technical Documentation Crawling
Memory Layer
A template for building your own BI MCP with dbt, LLMs and multi-user corrections
Ragdoll
Retrieval-Augmented Generation Driven by Offline Local LLMs
Landlord
Parallel Claude agents with contracts, not prompts. MCP server that decomposes a task into isolated tenant sessions with structured checkpoint validation and auto-eviction. Runs o…
Octopus MCP
MCP server for Octopus LLM gateway — manage channels, API keys, model pricing, and usage stats via AI. Go-based, Docker-ready
Launchmcp
Production-grade MCP server starter kit