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.
Pr Review Agent
Multi-agent GitHub PR review pipeline with risk-tiered model routing, MCP-served standards, and a human-in-the-loop gate
Promptic
MCP tool that analyzes your prompts — scores quality, reveals what AI inferred vs. missed, and tracks improvement over time. Works with Claude Desktop & Claude Code.
Live Race Agent
Real-time AI race agent — live telemetry pipeline with Pub/Sub, BigQuery, and Gemini on Google Cloud
CareAid AI
Built for The Infinity AI BuildFest 2026 by Team MindMatrix
AI News Radar
Self-hosted AI news aggregator with MCP server for Claude
AI Eng Prep
Hands-on AI-engineering repo: a Python RAG pipeline that grows into a model-decided agent — with retrieval & trajectory evals, an MCP server, and per-run cost/token/latency observ…
Pytest Resilience Agent
pytest plugin that runs your LLM app under controlled chaos (timeouts, brownouts, rate limits, MCP errors, composed failures) and asserts it still meets its contract
Immo Agent Skills
25+ KI-Skills für den deutschen Immobilienmarkt -- von der Objektprüfung bis zur Anlage V. Strukturierte AI-Prompts für Claude, ChatGPT und jedes LLM.
Cursor Rules Generator
Create optimized configuration files for Cursor AI to improve coding accuracy across your development projects.
Reddit Intel
Reddit-focused trend intelligence pipeline
Deeplore
Self-hosted RAG-powered knowledge base built for depth, served over MCP.
Onebrain Python
Official OneBrain Python SDK — persistent AI memory layer
Agentic AI Workflows
Production-style AI workflows built with n8n, ElevenLabs, RAG, MCP and LLMs.
Logica Pilot
The browser your AI pilots — an open-source, AI-native browser with an autonomous copilot. Pure-CDP engine (no Playwright), token-first perception, CLI + MCP.
Marketmind
AI-powered multi-agent stock research system built with MCP protocol
Edgemesh
Cross-OS federated gateway unifying every OpenAI-compatible inference backend (Cognis fleet, Ollama, llama.cpp, vLLM) behind one /v1 endpoint
Humanloopbench
Human-in-the-loop LLM Failure Detection & Benchmark Toolkit — Auto-flag LLM failures (hallucination, refusal, factual error) with LLM-as-Judge explanations. Confirm them in a revi…
Roblox AI Studio
Multi-agent AI team inside Roblox Studio — Coordinator, Planner, Coder, Reviewer & Test Engineer that build, edit and test your game. Open-source, much better testing than roblox-…
MASE Agent Memory
Governed white-box memory for LLM agents: every fact carries a mechanically-verified evidence span, every rejected hypothesis is documented. Local-first (SQLite+FTS5), 1000+ tests…
Simosphere AI Skills
Agent-discovery artefacts (SKILL.md, AGENTS.md, .cursorrules) for the SIMOSphere AI inference platform
Kisenon
The execution environment for AI database agents — give Claude Code, Cursor, or your own agent a disposable branch of your Postgres to run migrations, indexes, and DELETEs against…
Promptune
Local-first CLI that rewrites rough prompts into precise ones before they hit your AI — rule-based, local, or cloud. MIT.
Ctt Shell
Universal AI agent framework — 1B models compose multi-step plans like 12B with structured context (CTT). 6 domains, 8 MCP tools, 167 tests, zero runtime deps.
Awesome Human Mcps
Curated list of MCP servers for AI-to-human task delegation: RentAHuman, HumanMCP, GoToHuman, DoorDash, Instacart, and more
Hive Agent Framework
Multi-agent coordination framework with persistent shared memory and MCP integration
EliteDangerousKB
Autonomous, self-verifying Elite Dangerous knowledge engine + local RAG copilot (COVAS). Grounded-only answers, 100% local inference, built by an AI council.
Scout Deep Research
Agent Skill for deep web research: work a question from many angles, read the sources not the snippets, cross-check, and return a cited report. Runs on Scout.
Jak Swarm Nexus
Autonomous AI Agent Platform 2026 🚀 - Multi-Agent SaaS with MCP & DAG
Llamaindex Registry Broker
LlamaIndex TypeScript tools for Universal AI Agent Discovery - 59,000+ agents across NANDA, MCP, A2A, Virtuals | https://hol.org
Autonomous Research Agent
Autonomous AI Research Agent using LangGraph, MCP, Groq & Streamlit with cyclic research, tool calling, and self-critique.
CodebaseRAG
Local RAG over any repository via an MCP server for instant codebase querying.
WhaleMind MCP
WhaleMind MCP is a Tier-S on-chain intelligence engine that transforms raw wallet data into actionable insights. It performs entity clustering, behavioral profiling, and risk anal…
Safety Scanner
Dependency-free CLI + GitHub Action to scan JS/TS repos for MCP/tool-server security footguns (CORS, eval, exec, etc.)
Ctxmap
Codebase context compiler for AI agents. Token-optimized maps + auto-generated instructions for Claude Code, Cursor, and GitHub Copilot.
Nsa MCP
MCP server for NoStackApps — lets LLMs interact with Google Sheets database APIs with schema validation
Vector DB
MCP server for vector database operations - Pinecone, Weaviate, Qdrant, and ChromaDB
Token Unlock Intelligence MCP
A multi-chain MCP server for token unlock analytics and supply shock detection.
Vutler
AI agents — Open source workspace for autonomous AI teams
Pack AI
AI and LLM integration skills with RAG, embeddings, and vector search
AgentBudget
Token + dollar budget caps for AI agents — throws when an LLM call would push past the ceiling. Zero deps, drop into any provider SDK.
Rentive Architecture
How Rentive's voice AI for property management is built. Architecture, tradeoffs, and lessons.
Claude Md AI Agents Starter
A drop-in CLAUDE.md for AI agent codebases — tool loops, multi-agent orchestration, RAG, MCP servers. Provider boundaries, typed tools, eval harness, cost budgets. From The Senior…
Ragloop
A pluggable, self-correcting agentic RAG framework — cited, grounded answers with a critic-driven retry loop. Swap your vector store and LLM without touching the engine. MCP-nativ…
AI First CLI
A design philosophy for command-line tools whose primary user is an AI agent — 12 principles, a source-verified Vercel case study, a self-audit checklist, and an installable Claud…
Practical AI Agents
A hands-on repository for learning, building, and experimenting with AI Agents, Agentic AI, MCP, RAG, orchestration, multi-agent systems, and production-grade AI architectures. Fo…
Oikos Agent
Natural language agent to access the Oikos Protocol via LLM
Multi Agent Explain Lab
An interactive, no-code tour of how a multi-agent AI system really works: one refund, six layers, from orchestration to observability. See where LangGraph, CrewAI, AutoGen, and MC…
Threatmod AI
AI-powered security threat modelling pipeline — STRIDE analysis via LLM, AWS control verification via MCP, two-stage approval workflow, GitHub + Confluence publication.
Opencodelinux
Merged opencode config + agents + accomplishments showcase — 217 skills, 17 agent profiles, 6 MCP servers, 78-server registry
Agent Dna
🧬 Agent-DNA — The core DNA every AI agent should have. A phased, research-driven engineering system for building production-quality AI agents. 24 principles, 9 build phases, audit…