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.
Node Red Contrib MCP
Connect Node-RED workflows with AI agents to automate tasks and integrate intelligence into your applications efficiently.
Observability MCP Server
MCP server for querying New Relic logs through natural language. Built with Kotlin.
Google Play MCP
MCP server for managing apps on Google Play,
Awesome Openclaw
🦾 Explore OpenClaw, a powerful framework for analyzing hyperbolic PDEs with modular, scalable, and efficient computational tools.
Project
Complete Model Context Protocol (MCP) implementation in Python with server, client, and CLI tools
Server
10 production-ready Model Context Protocol (MCP) servers + a guide to building your own for Claude and other LLM agents
Todo Server
MCP server that gives an AI assistant a persistent to-do list. Python, Pydantic, tests and CI.
Plex MCP
🎬 MCP server for Plex Media Server - standardized JSON interface for automation, scripting and LLM integration.
Examples
Plug-and-play server examples for the Model Context Protocol (MCP), built with FastMCP. Your launchpad for creating tools for Claude, Gemini, and other AI agents.
Rag
Serveur MCP exposant un RAG sur documents complexes via GroundX : recherche et récupération documentaire branchées sur un client MCP. Python, uv.
Docker MCP
🔧 Manage Docker containers for AI assistants effortlessly with the Model Context Protocol server, enabling seamless interactions without configuration.
Surf MCP
MCP server for visual browser automation. Click, type, and navigate by describing what you see. Easily empower your agentic AI with session-based browsing with visual grounding wi…
Servers
17 Model Context Protocol servers in daily use — browser automation, DuckDB, document processing (PDF/DOCX/XLSX), ChromaDB, multi-provider AI. Python/FastMCP, 16k+ lines.
Server
Model Context Protocol (MCP) server implementation for connecting AI models with external tools and data sources.
Server
Model Context Protocol (MCP) server for ASON compression/decompression. Enables Claude Desktop and other MCP clients to compress JSON data using the token-optimized ASON format.
Typescript SDK
Official TypeScript SDK for Datashift — human-in-the-loop review workflows for AI agents
Agent Template
🤖 Build multi-agent, retrieval-augmented AI workflows with ready-to-use components for document serving, Q/A bots, and agent orchestration.
Mcpo
Implementation of MCP (Model Context Protocol) tools with MCPO
Hello MCP Server
A simple Hello World MCP (Model Context Protocol) server built with TypeScript
Python SDK
Official Python SDK for Datashift — human-in-the-loop review workflows for AI agents
Agent Bridge
Bidirectional MCP integration for AI agent systems - Connect Codex CLI, Claude CLI, Gemini CLI with Agent Zero
RAG MCP
Model Context Protocol server exposing RAG document retrieval to AI assistants — semantic search with source attribution, token auth and async I/O
Ultimate MCP Server
Secure MCP server giving LLMs sandboxed file system access. Works with Claude, Ollama, and any MCP-compatible AI. Built with TypeScript, fully tested.
Exchange Rate MCP
A Model Context Protocol (MCP) server that provides currency conversion functionality using the ExchangeRate-API.
Portfolio
Senior Platform Engineer → Forward Deployed Engineer. Production portfolio with CI/CD, observability, MCP server, RAG, agent evals, and a public roadmap.
Scaffold
Maven plugin that generates MCP tools from Spring Data repositories and services for AI assistants
Client
Standards-compatible pure-ESM Model Context Protocol client for Streamable HTTP, SSE, stdio, bearer authentication, OAuth token providers, and resilient reconnects.
Lore
Auditable RAG from the command line: grounded, cited answers over your own documents, with faithfulness verification and retrieval eval you can gate CI on.
Margin
Local, offline AI-doc review tool — Markdown→HTML with GitHub-style inline anchored comments and a CLI/REST round-trip for agents.
Multi Agent System
Production multi-agent system: LangGraph supervisor graph, MCP tool server, ChromaDB memory, SQLite observability, FastAPI — runs free on local Ollama.
Claude Memory MCP
Persistent, per-project memory for Claude Code — a vector-search MCP server with semantic recall, rule enforcement, a React management UI, and Docker/Homebrew installs.
Typescript SDK
Type-safe TypeScript SDK + MCP server for gc4.ai — OpenAI-compatible AI inference, paid for with gift cards.
Forge
Production-ready TypeScript boilerplate for building Model Context Protocol (MCP) servers.
EventMesh
MCP-native event store in Go. Schema-agnostic webhook ingest, SHA-256 dedup and zero-config facet extraction, async LLM enrichment. Postgres-backed, ~20MB distroless image.
Openapi MCP Codegen
OpenAPI to MCP Code Generator — Seamlessly connect your OpenAPI APIs to AI agents. Generates production-ready Quarkus SDKs with type-safe Kotlin code, REST clients, and MCP tool d…
Orchestrator
Lightweight multi-agent engine with Inbox Zero architecture, native MCP support, and stigmergic collaboration
Langchain MCP Integration
This sample project creates AI agent using langchain. The agent connects with mcp-file-metadata-server (MCP server) to expose tools to langchain.
Aria
Skills-first LangGraph agent for building and operating n8n workflows via MCP tools, with reusable agent skill packs.
Mantis MCP Server
A secure, well-structured MCP server (Streamable HTTP) for the MantisBT bug tracker, written in PHP.
Notes
An MCP server exposing read-only, sandboxed tools over a markdown notes vault. Path-traversal protection and search logic are unit-tested; the MCP wiring is a thin adapter. TypeSc…
Youtube MCP Server
MCP server that lets AI agents search YouTube, fetch video transcripts, search within transcript text, and retrieve video metadata. Built with Python.
Mcptools
The Swiss Army knife for MCP (Model Context Protocol) — create, test, inspect, and wrap MCP servers with ease.
Live Playground
Live IDE for building, testing and debugging MCP servers. LLM agnostic.
Docuware MCP
MCP server exposing a DocuWare DMS to LLM-based agents through a database-style API
Blackgeorge
Code-first Python framework for AI agents: LLM tool calling, structured outputs with Pydantic, multi-agent orchestration, pause/resume workflows, and MCP tools. Works with OpenAI,…
Verifyax Plugins Claude
Claude Code plugin marketplace for VerifyAX — agent evaluation, functional and non-functional verification from Conscium
Polybridge MCP
Connect Blender, n8n, and MCP with Polybridge MCP for fast 3D automation and workflow control
Base
Shared foundation library, standard schemas, and reusable infrastructure for building Python FastMCP servers.
Oer MCP
Open-licensed K–12 content & assessment MCP for LLMs — OpenStax, Khan Academy, AP/NAEP/state exam items aligned to 300+ standards.
Awesome Anthropic
Curate and maintain a daily updated list of tools, resources, and projects related to Anthropic's AI research and applications.