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.
Normattiva MCP
MCP server for the Normattiva Italian legislation API
Mugil Ide
Token-efficient autonomous AI IDE — a browser-based coding agent with an xterm.js terminal, smart caching, automatic model routing, and MCP tooling. Minimizes token cost while max…
Pythia
PL/SQL development for AI agents on Oracle Database - expert queries, impact analysis, and a snapshot-verified write path with honest rollback
Surfa Ingest
Official Python SDK for Surfa Analytics - Ingest live AI/LLM traffic events for MCP builders
Epsteinexposed MCP
Epstein files API MCP
SECOP MCP
MCP server over Colombia's SECOP II public procurement data: typed queries, no personal-data columns.
Dataflowr Tools
Python CLI, REST API, and MCP server for the Deep Learning DIY course
Dragon
A cloud-native, distributed Gateway for Model Context Protocol (MCP)
Filipa
Take back control of your AI - open-source, local-first mobile chat app. The first mobile client to ship native Model Context Protocol (MCP), so you can plug tools into your AI wo…
trakshan-mishra/Diffcontext
printing NULL RESULT when it doesn't fit. Zero runtime dependencies. `pip install "diffcontext[mcp]"`.
Spectyn Mesh
Self-hostable AI agent runtime — single Rust binary, Tailscale cluster, runs across Mac/Linux/Windows/Android/iOS without a cloud account. Apache 2.0.
Github Graphql API MCP
A Model Control Protocol (MCP) server for exploring the GitHub GraphQL schema and executing optimized queries. Provides AI assistants with efficient GitHub data retrieval capabili…
Omnex
Omnex is not a search tool. It is the memory substrate for the agentic era — the data layer that sits beneath AI agents, AI operating systems, and human-AI interaction. What exist…
String AI MCP
Model Context Protocol server for the Web Access API.
Coregraph
A queryable code symbol graph for multi-language monorepos — find callers, impact, dead code, and cross-file inconsistencies, every edge confidence-scored.
Adept Agentic
ADEPT: Agentic Discovery and Exploration Platform for Tools — A three-tier secure framework for multi-agent scientific workflows with 28+ MCP tools, 10 client interfaces, and decl…
Market Intel
Thin Claude Code skill for commercial/market research. Triages 15 specialized data domains, detects + auto-configures the right MCP sources, delegates heavy retrieval to deep-rese…
LLM Playground
LLM Playground - Demo Solution
Agent Execution Engine
Self-hostable execution engine for reliable, observable, tool-using AI agents — with custom orchestration, persistent memory, trace replay, automated evals, and MCP integration.
Vigilo
🤖 Self-hosted AI on-call engineer — uptime monitoring that investigates incidents with local LLMs. Zero dependencies, MCP-native, status page included.
Gnosys
Persistent memory for AI agents
Autovault
Local-first vault for agent skills with MCP, validation, signing, and remote HTTP access
Companion For Claude
🟠 Cowork with Claude inside your Obsidian vault — chat, agent mode, sandboxed HTML artifacts, evidence-backed research, and an MCP bridge to Claude Code. Free, MIT, bring your own…
Gpu Perf Tune
Agent Skills and an MCP server for GPU performance profiling, benchmarking, optimization, and reporting, with an inference focus.
Agent Triage
Diagnose your AI agents in production. Extract policies from prompts, evaluate traces, generate diagnostic reports.
Ffbb Data Client
🏀 API FFBB — Modern async & typed Python SDK for FFBB public data (clubs, competitions, standings, lives) and Meilisearch search. Modern alternative to ffbb-api-client.
Gxworks Agent
AI engineering agent for Mitsubishi GX Works2 with MCP support for PLC programming, project editing, validation, diagnostics, and external AI agents such as Codex.
Obsidian Excalidraw
Let an LLM create and edit Excalidraw drawings inside Obsidian, live, via the Model Context Protocol (MCP).
Hitgate
Portable hybrid (BM25 + dense + RRF) retrieval engine and a label-free evaluation harness — extracted from a personal AI-assistant memory index and decoupled to run on any source…
Tablix
Tablix is a database gateway for AI agents, connecting your databases via MCP, REST, and a dashboard with schema discovery, durable context, NL2SQL-powered query generation, guard…
Atlas Agentic Rag
ATLAS: Agentic RAG as one coherent system — hybrid search + reranking + knowledge graph, tool-calling over MCP, multi-model routing, guardrails, and a real eval harness. Runs full…
Kiko Workbench
Agent 能力自进化工作台：Agent 按业务需求现场开发插件（内置 Plugin SDK Distributor，零 shell 自举），任何 Agent 经标准 JSON-RPC / MCP 即插即用。
Minecraft AI Building
In-game coding agent that autonomously plans, builds and self-inspects Minecraft structures (custom MCP bridge, deterministic generators, machine validators)
Leangraph
A fast code graph that gives a coding agent the relevant code instead of making it grep for it. 14 languages, confidence-ranked edges, MCP server and a self-hosted issue agent. →…
Agentcy Connect
A managed AI marketing agent that plugs into all your AI tools. MCP server configs, setup guides, and integrations for Claude, ChatGPT, Cursor, VS Code, and more.
Winze
An agentic AI memory system (mcp server) with semantic search and GUI search/edit tool for Markdown knowledge bases
Rag LLM Wiki Knowledge Base
Self-hosted RAG x LLM Wiki knowledge base framework: document parsing/chunking/vectorization, knowledge graph, hybrid retrieval (vector + graph), multi-tenant API-key isolation, s…
Yeaboi.ai
yeaboi — AI Scrum Master in your terminal: sprint planning, standups, retros, planning poker, 1:1s and delivery reports for your team, plus cost, daily digests and security postur…
LLM Tool Greek Lexicon
Large Language Model Tool: Greek Lexicon
Web 101
An interactive web tutorial for learning how to build MCP (Model Context Protocol) servers. This educational website provides step-by-step guidance for implementing and understand…
Ryanair MCP
Unofficial MCP server exposing Ryanair's anonymous flight APIs (fares, calendars, timetables, network) as LLM tools. Go, stdio + HTTP.
Akko MCP Trino
Governed MCP server for Trino — every tool call carries the user's identity; the engine decides. Any OIDC provider, any MCP host, any model.
Junctio
Self-hosted MCP gateway: one container, one endpoint per client, upstream OAuth that never goes stale. Aggregate stdio, Docker and remote MCP servers behind a single URL for Claud…
Prax
Self-hosted personal knowledge base: bring in what you read, collect and write — papers, manuals, web pages, chats — then search it, ask it, see how it connects, and let your too…
Agentforge Graph
Turn any repo into a Code Knowledge Graph your coding agent can reason over — symbols, API routes, ORM models, architecture decisions & git history as a typed, provenance-tracked…
TheYgent
No-code, local-first studio for building and running production ready AI agents. Inference runs on your machine — llama.cpp, MLX, or vLLM — or any OpenAI-compatible API you regist…
TORQCLAW
A governed control plane for AI agents — approval before action, budget before spend, receipts after every run. Local + cloud.
Agent Friend
Find the MCP schema issues eating your context window. 156 checks. Grade A+ through F. ESLint for MCP.
Modelbridge
MCP server that gives an MCP host a working sub-agent whose brain can be any Anthropic-compatible model
Jiscribe
An SVG canvas that people and AI agents draw on together — diagrams, mockups, posters, whole documents. What you draw is a plain object in your code and plain JSON on disk, so the…