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.
Web Docs
MCP server for crawling and indexing web documentation - works with any website
Urdr MCP Server
Model Context Protocol server for Urdr memory tooling
Decorators
Model Context Protocol implementation for TypeScript with decorators
Drill
Fault injection and reliability scoring for Model Context Protocol (MCP) servers.
Toolmetry
Measure how well AI agents actually use your MCP server's tools — then rewrite the tool descriptions and prove the improvement with before/after data.
Codemode Workers
Expose any API to an LLM agent as two sandboxed MCP tools (search + execute) on Cloudflare Workers.
Pi MCP Bridge
Pi Agent extension that bridges MCP servers to the LLM via two dynamic-context tools (CallMcpTool + FetchMcpResource). Filesystem-is-everything: each MCP server is described by me…
Socialcalc
Model Context Protocol (MCP) server for SocialCalc spreadsheets.
Sealpin
A supply-chain and prompt-injection scanner for MCP (Model Context Protocol) servers.
SQL Lens
AI-native SQL client built on Model Context Protocol - Query databases using natural language through any LLM
Pickrate
Does an agent actually pick your MCP tools and Agent Skills correctly? Zero-config surface linting and selection evals.
Ai.matey.mcp
MCP (Model Context Protocol) tool-calling for AI Matey - translate MCP tools into the IR tool-execution loop via an injectable client
Amatta
영유아 건강 레퍼런스(국가예방접종·WHO 성장도표·영유아 건강검진)를 LLM에게 도구로 제공하는 MCP 서버
External Agents
Multi-LLM MCP server for Claude Code & Codex — route AI agent work across 20+ low-cost provider buckets with round-robin dispatch and quota-aware fallback.
Zammad Remote
Stateless remote MCP server for Zammad — full ticket operations, an intelligent search layer and OAuth 2.1, running on Node.js or Cloudflare Workers from one codebase.
Nodered
MCP server for Node-RED — installable via npm
Freshrss MCP Server
MCP Server for FreshRSS - Read, manage, and organize your RSS feeds
G Jira
MCP server for Jira Server/Data Center (REST API v2)
Agent Framework
Model Context Protocol client integration for the Agent Framework: MCP server tools as framework tools.
Cognitivebiaslabs
Official [Model Context Protocol (MCP)](https://modelcontextprotocol.io) Server for [Cognitive Bias Labs](https://cognitivebiaslabs.com).
Nominee
Decision-bound Model Context Protocol tool handlers for governed AI agents
Beds24 MCP Server
MCP server + CLI host for Beds24. Depends on beds24-sdk-client (typed API client) and beds24-knowledge (hybrid vector+FTS search). Exposes tools, prompts, and resources for an LLM…
Tooltax
Token-budget linter and public leaderboard for MCP tool schemas.
X Agent SDK
Unofficial X (Twitter) client + MCP server. Cookie auth, no paid API.
Jira Product Discovery
MCP server for Jira Cloud REST APIs, native Jira Product Discovery Insights, and supporting attachments.
To Harness
Bridge an MCP "chat" tool to an AI agent harness CLI
Tencent Careers MCP Server
MCP server for Tencent Careers (careers.tencent.com) job search
Coding Cloud MCP Server
TypeScript Model Context Protocol (MCP) server for coding-cloud.com API.
Mayi
An MCP proxy that enforces allow/deny/ask policy on tool calls between an MCP client and server.
Nexthink MCP Server
Enterprise-grade Model Context Protocol (MCP) server exposing Nexthink DEX telemetry (saved NQL API queries), Remote Actions, and engagement workflows to LLM agents. Targets MCP s…
Paotong
MCP server for 跑通 (paotong) — the vibe-coding-era Chinese developer community. Read-only tools to browse and read articles, comments and user profiles.
Omni Context
Universal vision & file processor MCP server for LLMs: OCR screenshots, read code/text files, and dump zip archives as a clean sequential file-tree dump.
Mcpward
Black-box security & contract testing for MCP servers — rug-pull, tool-poisoning, schema-drift & protocol checks for CI (JUnit + SARIF).
Contextplusplus
Convert public URLs and provider responses into LLM-friendly Markdown through a CLI or REST API.
Bigbud
No description published.
Tool Search
MCP proxy server — 85-96% token savings via lazy tool loading & fuzzy search across 100+ MCP servers. npm i mcp-tool-search
Xiajiao
AI Agent team collaboration platform — npm start, no Docker needed
Daemora
Open-source AI agent - any LLM, any MCP server, any channel. Self-hosted, autonomous, multi-tenant.
TheNexus
Personal Agentic Workspace — A local, open-source command center orchestrating 26+ AI agents to turn ideas into code.
Rails MCP Engine
Sorbet, RubyLLM, FastMCP + Simple Tool DSL for Rails MCP Server
Fastmcp Templates
Templates and best practices for building Model Context Protocol (MCP) client and server applications with FastMCP. Includes context management patterns, modular structure, and an…
Using Py Fastmcp Render Boilerplate
🤖 Quickstart 🚀 MCP Server using Python, FastMCP and Render Boilerplate
Expense Tracker MCP
A production-ready Expense Tracker MCP Server built with FastMCP, SQLAlchemy, Alembic, and SQLite, enabling AI assistants to manage expenses through the Model Context Protocol.
ToolFlow
A runtime-first MCP tool system. No workflow, Python-native tools, dynamic composition, stateless execution with FastMCP.
Gt8004 SDK
Official Python SDK for GT8004 — AI agent observability with MCP, A2A, x402 payment tracking. FastAPI, Flask, FastMCP middleware included.
For DB
A lightweight, extensible MCP server for executing schema-aware SQL queries. Built on FastMCP and compatible with any SQLAlchemy-supported database.
SammelsuriumMCP
This is a simple server application built using FastMCP, designed to handle various tools for retrieving information such as weather forecasts, web searches, Wikipedia queries, an…
Mcpfarm.ai
Open-source MCP server farm — deploy, auto-discover, and orchestrate multiple FastMCP tool servers behind a single gateway. Real-time dashboard, API key auth, Prometheus metrics,…
Arcade MCP Ts
TypeScript framework for building MCP servers with built-in OAuth (21 providers), secret injection, middleware, multi-user JWT auth, and worker routes. Wraps @modelcontextprotocol…
Toad Eye
OpenTelemetry observability for LLM systems — auto-instrumentation (OpenAI, Anthropic, Gemini, Vercel AI SDK), cost tracking, budget guards, agent tracing, OTel GenAI semconv, 8 G…