MCP servers tagged llm
2.1K 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.
Mendeley MCP
MCP server for Mendeley reference manager - search, retrieve, and manage your academic library from Claude and other MCP clients
Robot MCP
MCP server for Johnny-Five robotics. Let LLMs control Arduino, Raspberry Pi, and other hardware.
Fastify MCP Server
🚀 High-performance MCP (Model Context Protocol) server built with Fastify, TypeScript, and functional programming. Production-ready with authentication, metrics, and auto-discover…
Cdp Tools MCP
MCP server that connects AI assistants to Chrome DevTools Protocol for runtime debugging - set breakpoints, inspect variables, monitor network traffic, and automate browser intera…
Analyzer
MCP server for Python code analysis with RUFF linting and VULTURE dead code detection
Ssh Wingman
MCP Server for providing read only access to your shell prompt
Council
AI orchestration tool to get the most refined answer from several LLMs
Mle Kit MCP
MLE kit MCP server: Tools for working with files and code locally and with a remote GPU
Rednote MCP Plus
⚙️ MCP server with a comprehensive suite of tools for RedNote.
rrmistry/tilt-mcp
MCP server for Tilt - enables LLMs to interact with your Tilt dev environment for building, deploying, and debugging Kubernetes workloads
montumodi/mongodb-atlas-mcp-server
MCP server for mongodb atlas api. Internally uses mongodb-atlas-api-client
Dynamic MCP
MCP proxy server that reduces LLM context overhead with on-demand tool loading from multiple upstream servers.
Gst MCP
GStreamer MCP server for devs
Massive Context MCP
Handle massive contexts (10M+ tokens) with chunking, sub-queries, and free local inference via Ollama
Narrata
Narrata turns OHLCV time series into compact, deterministic narratives for LLM context. Includes symbolic compression (SAX), regime detection, indicators, support/resistance, cand…
Qarinai
Create unlimited AI chatbot agents for your website — powered by OpenAI-compatible LLMs, RAG, and MCP.
Public Transport
A Model Context Protocol server for Singapore transport data with real-time information and routing
Sandbox
Turn any JavaScript module into a sandboxed MCP (Model Context Protocol) server with automatic reflection and type inference.
code-graph
A code-graph demo using GraphRAG-SDK and FalkorDB
automagik-genie
Self-evolving AI agent orchestration framework with Model Context Protocol support
Koishi Plugin
Yes! I'm Bot! MCP 扩展插件
Gcp
Model Context Protocol (MCP) server for Google Cloud Platform - Talk to your GCP resources
Transport
LUMEN binary transport for Model Context Protocol (MCP) — drop-in replacement for JSON-RPC transports
Opencode Liter LLM
Universal LLM API client for 165 providers — chat, streaming, tools, embeddings, search, OCR, plus an OpenAI-compatible proxy and an MCP server.
Llama MCP Streamlit
AI assistant built with Streamlit, NVIDIA NIM (LLaMa 3.3:70B) / Ollama, and Model Control Protocol (MCP).
bh-rat/context-awesome
awesome-lists now available as MCP server for you agent.
Contextpods
Model Context Protocol management suite/factory. An MCP that can generate and manage other local MCPs in multiple languages. Uses the official SDKs for code gen.
Registry
A central registry and HTTP interface for coordinating Model Context Protocol (MCP) servers.
Macos Notification MCP
macOS Notification MCP enables AI assistants to trigger native macOS sounds, visual notifications, and text-to-speech. Built for Claude and other AI models using the Model Context…
jagan-shanmugam/mattermost-mcp-host
A Mattermost integration that connects to Model Context Protocol (MCP) servers, leveraging a LangGraph-based Agent.
Autogen Sse Stdio
This repository demonstrates how to use AutoGen to integrate local and remote MCP (Model Context Protocol) servers. It showcases a local math tool (math_server.py) using Stdio and…
Usermcp
With just one line of code, your MCP or agent can record and manage user preferences with the user profile MCP, without requiring any database dependencies.
Mcpbook
An MCP (Model Context Protocol) server that exposes documentation sites content for AI assistants. This server scrapes and indexes GitBook and other websites documentation, making…
Chain Of Draft Prompt Tool
MCP prompt tool applying Chain-of-Draft (CoD) reasoning - BYOLLM
Sqlite Literature Management Fastmcp MCP Server
A flexible system for managing various types of sources (papers, books, webpages, etc.) and integrating them with knowledge graphs.
Cerebro
A model-agnostic MCP Client-Server for .Net and Unity
Unity Catalog
Unity Catalog AI Model Context Protocol Server
Openapi MCP Converter
Convert OpenAPI specs to MCP server
MCP
MCP is a command-line tool and local UI for discovering, installing and managing Model Context Protocol servers.
Sherpa
Chat with any codebase with MCP servers in a single command
Primitive Go MCP Server
A Go implementation of an MCP (Model Context Protocol) server tools
Glyph
🔮 glyph – mcp server to map your codebase with symbol outlines
Elasticsearch Memory
🧠 Elasticsearch-powered MCP server with hierarchical memory categorization, intelligent auto-detection, and batch review capabilities
Manager
A cross-platform, single-binary manager for Model Context Protocol (MCP) servers, built with Go and a reactive HTMX web interface.
Intervals Icu MCP
MCP server enabling LLMs to interact with Intervals.icu - training data, wellness metrics, performance analysis, and workout planning
Nexusgui
AI-generated GUI interfaces through MCP protocol with desktop rendering 通过 MCP 传递 GUI 定义，实现“AI 生成界面，桌面端渲染“
Strava MCP
MCP server enabling LLMs to interact with the Strava API - activities, segments, routes, and training analysis
Mandoline
MCP server that enables LLMs to evaluate themselves
Fal AI MCP Server
Model Context Protocol (MCP) server for fal.ai - interact with AI models through Claude and other MCP clients. Now with Platform API v1 support!
Ssh MCP Py
Model Context Protocol tool for Virtual Machine Management over SSH