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.
Gnosis
Web scraper & crawler → clean Markdown with byte-level SHA-256 provenance + WARC archival for LLM/RAG knowledge bases
Multiplexer
One MCP server fronting many: list_servers, list_tools, search_tools, describe_tool, call_tool, refresh_tools, authorize_server. Lazy schema discovery slashes context-token costs.…
Huly MCP
MCP server for Huly: read and write Huly documents and issues from Claude Desktop, Claude Code, or any MCP client
Relay MCP
Relay - open-source AI agent latency auditor. A local MCP server + CLI that finds, verifies, and fixes latency bottlenecks in AI agent and voice-agent codebases. No API key, no ba…
Playground
Learn the Model Context Protocol by watching it happen — a real MCP client + server with a live JSON-RPC wire view, a guided tutorial, and Claude/GPT/Gemini agent modes. Built for…
Mcprobe
Security scanner and introspection tool for MCP servers. Connect, inspect, detect injection patterns, find tool shadowing, baseline for drift. Single binary, zero dependencies, Go…
Harvest
Open-source AI web scraper with Cloudflare bypass, LLM extraction, and MCP server. Free alternative to Firecrawl & Crawl4AI.
Eval
🧐 Privacy-preserving MCP server evaluation: deterministic CI probe battery (18 probe kinds, readiness score, SARIF) plus production friction capture with findings that verify and…
TokenDamper
Universal context optimization for AI coding agents.
Ctxvitals
A Lighthouse for your AI agent stack — measures the real token cost of MCP servers, skills, and rules; flags security issues and duplicates; grades your setup A-F.
Research Agent
Research memory for AI agents — index arXiv/S2/PDF papers into SQLite, find coverage gaps, file survey reports. Rust CLI + 18-tool MCP server, also a 5-host plugin.
LLM Search
Give your local LLM internet search — no API keys, no rate limits. Self-hosted SearXNG + FastAPI middleware for LM Studio & Ollama.
Igl
IGL, Identity Governed Logic: a governed identity graph, policy engine and signed audit chain for AI agents. Every answer cites its records; every action leaves a receipt. Runtime…
Gatekeeper
Human-approved bridge between AI agents and your database through Beekeeper Studio.
Forge
🔨 Forge any API into a tested, secure, monetizable, deployable MCP server — one CLI. Turn any OpenAPI/Swagger spec into an MCP server AI agents (Claude, ChatGPT, Cursor) can use.
Mcp.clj
A pure, lightweight Clojure SDK for the Model Context Protocol (MCP). Build and consume LLM tools with zero Java bloat, supporting stdio and the newest StreamableHTTP transports.
Runninghub MCP
给任何 MCP 客户端装上 350+ 多模态模型：npx -y runninghub-mcp@latest 一条命令接入图像/视频/音频/3D 生成 + ComfyUI 工作流 + AI 应用 + LLM 对话。零构建，--scope 裁剪。适配 WorkBuddy/Claude Desktop/Cursor/OpenClaw。开发者 AI芳程式，反馈 z…
Generator
An open-source platform to generate, configure, test, and deploy production-ready MCP servers from API specifications, with built-in security reviews, automated builds, and an int…
Terminal MCP
MCP server for long-lived interactive shell sessions — supports stateful multi-turn workflows including REPLs,debuggers, SSH, and reverse shells.
MemVault
MemVault — The Shared Memory Layer for Every AI Agent You Run. Self-hosted, open-source MCP memory server with auto-injection, hybrid (BM25+vector) search, and zero-config sync —…
Reddit Ads MCP
📣 MCP server for the Reddit Ads API v3: let any MCP-compatible AI client create, update, delete and report on campaigns, ad groups, ads, audiences and catalogs.
Openclaw Context
Context.dev for OpenClaw: live web search, scraping and structured extraction for agents.
Latch
Let any AI app use your Android phone, on your terms. Open-source MCP server and Android app: Claude, ChatGPT and Cursor can see the screen and tap, with per-app permissions, appr…
Claude Bridge Blender
Drive a live Blender with Claude: in-Blender chat on your subscription + token-lean MCP ops for Claude Code
Cairn
agent wayfinding. temporal knowledge store in one sqlite file. no neo4j, no cloud, no lock-in.
Rfauto
RF/microwave CAD automation + LLM orchestration: multi-solver tuning loop (HFSS/ADS/openEMS/Palace), calibration-anchored surrogate optimization, 71 EM templates, 254 CLI commands…
SDK Go
A professional, high-performance implementation of the Model Context Protocol (MCP) specification (2025-03-26) in Go.
Learn
A comprehensive learning repository for Model Context Protocol (MCP) - from simple tools to complex agentic workflows using local Ollama models
Bridge
REST bridge to the MCP ecosystem, powered by mcp-use
Wikipedia MCP
Wikipedia MCP server for AI assistants — Streamable HTTP transport, multi-language support, deployed on Vercel.
Docs
An MCP (Model Context Protocol) server that gives LLMs direct access to official vendor PDF documentation (starting with Texas Instruments), with a local SQLite full-text index (F…
Kapruka MCP
MCP Server & TypeScript SDK for Kapruka.com - Build AI shopping agents with Claude Desktop, Cursor, and any MCP client. 15 tools, offline mock mode, React hooks.
Gateway
Local MCP gateway that fans out to N downstream MCP servers, namespaces tools, and lazy-loads schemas — so your coding agent's context isn't eaten by MCP boilerplate. Built for ag…
Grimoire
Knowledge base builder — scouts sources, compiles wiki articles, generates study frontends, serves via MCP. Installed via the Athanor marketplace.
Distill
Field projection layer for MCP tools — let AI agents request only the fields they need, reducing context window usage by up to 95%
Finance MCP
WealthGuard — MCP server that connects Claude to your Google Sheets for personal finance tracking, analysis, and reporting
DB Server
Production-grade MCP server: talk to your SQL database in natural language — read-only, AST-validated, and capped. SQLite & Postgres.
Hub
Build and use production-ready MCP servers for Claude, Cursor, Windsurf, and more with one-line install and ready-to-run tools
Agent Fleet
Multi-agent orchestration for Claude Code CLI. Run specialized AI agents in parallel — research, critique, analyze, fix, and discuss.
Monorepo
AI-native platform for planning and shipping software: plans and tasks in Postgres, served to any coding agent over MCP, with agentic execution and a developer dashboard.
Gateway
Lightweight MCP Gateway — unified routing, auth, logging, and rate limiting for MCP servers
Knowledge Graph
Clinical intelligence tool built across 6 phases — demonstrates reducing LLM hallucinations and cost by moving work into infrastructure
AI Agents
This repo contains a guidebase of how to implement and use a complete software team using AI Agents
Web Fetch MCP
Resilient web-fetch MCP server for LLM agents that fails honestly — raises instead of returning a CAPTCHA or login page.
Fatsecret MCP
MCP server for FatSecret Platform API with OAuth 1.0a user auth
Twitter MCP
MCP server for Twitter/X — search tweets, post, reply, and engage via AI agents
Youtube MCP
Give any AI the ability to watch YouTube videos. Dense frame↔transcript interleaving. Gemini-style video understanding for any model. MCP server.
Monobank MCP
MCP server for Monobank Open API — accounts, statements, exchange rates, webhooks, Corporate API
Greenhouse
Open-source, self-hosted AI agent workbench. One tool layer powers your team's chat, your app's agent, and any MCP client — add a capability by writing one file.
Ariadne
One agent tracing a single entity's evidence across graph, relational, and text stores into a cited analytic note. Built on the Claude Agent SDK.