MCP servers tagged llm
9.6K 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.
Memmy Agent
🍙 A personal AI agent & local memory hub for all AI agents like Claude Code, Codex, OpenClaw and Hermes Agent. Gives every AI one shared, fully controlled memory and persistent c…
Waku Agent
Waku Waku! Waku agent is your personal AI agent, on your own laptop, in code you can read in an afternoon — harness + loop + memory + eval
Tracely
Trace-native CI/CD for AI agents — production failures become regression tests that block the PR. Auto-detect, cluster, freeze into hermetic cases, replay in CI for $0.
Tura
Build agent that uses 80% less token and delivers better results.
AutoR
AI handles execution, humans own the direction, and every run becomes an inspectable research artifact on disk.
Reverify
Stop your AI from making things up — it proposes, deterministic tools decide, every claim checked against ground truth with evidence. Grounded facts and context survive resets. Re…
PanWatch
盯盘侠 PanWatch · 自托管 AI 盯盘助手，集成 TradingAgents 多 Agent 投资决策 | A股/港股/美股实时监控、持仓管理、智能分析、全渠道推送
AI Engineer Notebooks
Hands-on, framework-free Colab notebooks for the AI Engineer / Forward Deployed Engineer (FDE) skill set — model APIs, structured output, tool calling, RAG, evals-as-the-spine, ag…
Agent Inspect
Local evidence debugger and trajectory-test toolkit for TypeScript AI agents: inspect causal runs, catch wrong tool paths in CI, and share safe offline evidence.
DeepGit
Deep research agent to help you find the best GitHub repositories 🕵️!
Codag Visualizer
Visualize AI/LLM workflows in your codebase.
Awesome AI Companion
Open-source AI companions, desktop pets, long-term memory & proactive chat. 人机恋开源项目大全。让你的家机能够脱离官端自主存在，拥有记忆和主动性。
Heimdall MCP Server
Your AI Coding Assistant's Long-Term Memory
Databricks Smart SQL
Model Context Protocol (MCP) server for Databricks that empowers AI agents to autonomously interact with Unity Catalog metadata. Enables data discovery, lineage analysis, and inte…
Turn MCP
Achieve infinite conversation turns in a single API request via turn-mcp. Self-hosted MCP server with browser console for human-in-the-loop AI agents.
ggRMCP
ggRMCP is a gateway that converts gRPC services into MCP-compatible tools, allowing AI models like Claude to directly call your gRPC services. It acts as a translator between the…
Reachy Mini MCP
Reachy Mini MCP | Give your AI a body. This MCP server lets AI systems control the Pollen Robotics Reachy Mini robot. | Speak, listen, see you, and express emotions through physi…
Rigel
A Multi-Agentic AI Assistant/Builder
Neuralmemory
Persistent Knowledge Graph Memory for AI Coding Agents. Adds long-term context (goals, strategies, preferences) to Cursor, Windsurf, & VS Code via MCP.
Mcpet
This is a TypeScript-based Model Context Protocol (MCP) server that implements a virtual pet simulation system. It demonstrates core MCP concepts by providing tools for pet care a…
amineelkouhen/mcp-cockroachdb
The CockroachDB MCP Server is a natural language interface designed for agentic applications to manage, monitor and query data in CockroachDB.
Tools
Docker image for installing and running tools for LLM agents (MCP, OpenAPI, UVX, NPX, Python)
Keyshade MCP
This is the official repository of Keyshade MCP Server
huly
MCP server for Huly: read and write Huly documents and issues from Claude Desktop, Claude Code, or any MCP client
Gateway
🧩 MCP Gateway - A lightweight gateway service that instantly transforms existing MCP Servers and APIs into MCP servers with zero code changes. Features Docker deployment and manag…
Omnimcp
Labs: a perceive-plan-act computer-use experiment. Not the OpenAdapt product. The product is openadapt-flow: a compiled program that halts unless an independent check passes.
Offeryn
Build tools for LLMs in Rust using Model Context Protocol
Starter
A super simple Starter to build your own MCP Server
Mentor MCP Server
A Model Context Protocol server providing LLM Agents a second opinion via AI-powered Deepseek-Reasoning R1 mentorship capabilities, including code review, design critique, writing…
Nebulagraph MCP Server
Model Context Protocol Server for NebulaGraph 3.x
Sherlog MCP
MCP that combats tools overload
Agentx MCP Servers
List of open sourced MCP servers. MIT license. Managed by AgentX with love.
Graphql Tools
GraphQL MCP server for AI assistants
Claude Mem
A long-term memory storage system for LLMs using the Model Context Protocol (MCP) standard. This system helps LLMs remember the context of work done over the entire history of a p…
Servers
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.
LLM Bridge MCP
A model-agnostic Message Control Protocol (MCP) server that enables seamless integration with various Large Language Models (LLMs) like GPT, DeepSeek, Claude, and more.
Openapi To MCP Converter
A tool for automatically converting OpenAPI into Model Context Protocol (MCP) Server instance
Smart Webfetch MCP
Context-aware web fetching MCP server that prevents LLM context window flooding
Mendeley MCP
MCP server for Mendeley reference manager - search, retrieve, and manage your academic library from Claude and other MCP clients
Rabbitmq
MCP server for RabbitMQ
Serper
A Serper MCP Server
AI Coding
mcp tools set
Obsidian MCP
MCP server for git-backed Obsidian vaults. Access and manage notes through Claude, ChatGPT, and other LLMs with automatic git sync. Supports local (stdio/HTTP) and remote (AWS Lam…
Cotlib
cotlib is a secure, high-performance Go library for parsing, validating, and generating Cursor-on-Target (CoT) XML messages. It features a comprehensive, embedded type catalog wi…
Specifai MCP Server
MCP server to provide Specifai project requirements, task, etc. to any AI tools supporting MCP such as Hai Build, Cursor.
Context Kit
A CLI tool and MCP client, used to create spec files for AI coding agents with context baked in
Goai
AI SDK for building AI-powered applications in Go
alvii147/piston-mcp
MCP server that allows LLMs to connect to and execute code using Piston
Mcpdir
The largest open MCP server directory — community-driven, fully searchable and open source.
Github MCP Server
A Model Context Protocol (MCP) server built in TypeScript that integrates with GitHub's API, enabling AI assistants to manage repositories, issues, pull requests, and code while p…