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.
EightyAndSunny
Colorful, weather-reactive MCP Apps server backed by Open-Meteo (no API key). Current card, 7-day, hourly curve & full dashboard widgets.
Gateway Unraid
Docker MCP Gateway for Unraid — self-hosted Model Context Protocol gateway. Run Claude Desktop, VS Code, Cursor AI agents with isolated MCP server containers on your Unraid LAN.
Spendwatch
Multi-provider LLM usage, cost & rate-limit meter with budget guards — Anthropic/OpenAI/OpenRouter/local, TUI + MCP + CI exit codes. Zero-dependency.
Awesome MCP Tools 2026
🔧 Awesome MCP Tools 2026 — 130+ Model Context Protocol servers, clients & frameworks. The most comprehensive list of MCP tools for Claude, GPT, LLMs and AI agents.
Axis Knowledge Rag
軸メタデータ × ベクトル検索 × BM25 の 3-way hybrid RAG OSS。日本語ナレッジ特化、MCP server 対応、LangChain 不使用の自前実装。
Knowledge Gun MCP
MCP server wrapping knowledge-gun. Exposes paste-ready knowledge-graph context bundles as tools any MCP-aware LLM client can call.
B2b Call Agent
中国 B2B 外贸制造业 AI 询盘副驾驶 · Open-source AI inquiry copilot for Chinese B2B exporters — LLM + telephony + CRM, with REST API & MCP server
Reporag
Fully local, zero-cost RAG knowledge layer for AI coding tools. Achieve near perfect codebase awareness with any AI tool. Supports Claude Code, Cursor, Codex, Antigravity
Makeup Land MCP
Public metadata + integrator guide for the makeup.land MCP server (catalog ΔE shade matching, customer wallet, cart, orders). Server hosted at https://makeup.land/api/mcp
Vs
MCP Server Comparisons — Mem0 vs Pinecone, HubSpot vs Salesforce, Stripe vs PayPal, PostgreSQL vs MongoDB, and 16 more. Side-by-side feature tables with deploy links.
Crewai MCP Dev Tutorial Agents
AI agent crew that generates technical integration tutorials by reading real source code using CrewAI + 11 MCP servers + Google Gemini. Includes vulnerability scanning and code re…
Renderly MCP
MCP server for Renderly — clean web screenshots & content for AI agents (vision models, LLMs, RAG).
Acdc Server
Model Context Protocol (MCP) server that provides AI agents with searchable access to any markdown content through resources and an embedded full-text search tools.
Llmpulse MCP
AI search visibility (GEO/AEO) data over the Model Context Protocol: brand mentions, citations, share of voice and AI traffic across ChatGPT, Perplexity, Gemini and Google AI Over…
Toolkit Examples
🔧 Build safe and reliable tools for Model Context Protocol (MCP) servers to enhance AI agent interactions with external systems.
CryptoSense AI
CryptoSense AI is an intelligent financial decision agent built with Google ADK and Gemini 2.5 Flash. It connects to live Bitcoin, Ethereum, and World Bank economic datasets via M…
Claude Persistent Skills
A CLAUDE.md that gives Claude Code long-term memory. Five behavioral principles with integrated MCP memory — Claude remembers your project across sessions.
Aicard
Auto-generated NIST AI RMF / EU AI Act Annex IV model & system cards
Retraction Watch MCP
Local-first academic-integrity screening tool. Drag a PDF/DOCX/LaTeX, every reference checked against the Retraction Watch database with three-gate precision (title + year + autho…
Anamne
Brain-inspired local-first memory layer for Claude, Cursor, and any MCP-compatible AI tool. Three memory layers (episodic / scratchpad / working), ACT-R activation decay, 21 MCP t…
GopherDigest
MCP server that digests conversation transcripts via local Ollama (llama3.2) and stores extracted facts into GopherCache.
SMKRV MCP Studio
Turn your database into an AI-ready data source via MCP (Model Context Protocol). Visual SQL tool builder, multi-DB support, Docker all-in-one image.
Lineage
A unified learning plus architectural framework for understanding and building AI systems. Lineage makes AI understandable, teachable, and extensible - by exposing the causal st…
Vibecode Project
VibeCode creates cryptographically verified Digital Twin snapshots—immutable PDFs that serialize entire codebases with full restoration. Powered by large-context LLMs, it combines…
Yaml MCP
Allow LLMs to browse and view YAML files without blowing context window
Modelroute
Local model router / proxy across Ollama, vLLM, and cloud with fallback
Amnesia
Context continuity for Claude Code & Grok — structured handoffs keep agent memory intact across compaction.
Derekhuynen MCP Server
A production-grade reference MCP (Model Context Protocol) server in TypeScript: one core, two transports (stdio + Streamable HTTP), strict types, 42 tests, Docker, and CI. Clone i…
HermesAgent
A self-improving AI agent with a learning loop, multi-platform messaging gateway, and a paper-themed web dashboard.
Yugioh Cards Rag
RAG proof of concept: hybrid retrieval (pgvector HNSW + lexical RRF), cross-encoder reranking, dual embeddings (OpenAI + local GPU/CPU), and an MCP server — Python, PostgreSQL, Do…
Fastest MCP
Production-grade Model Context Protocol (MCP) SDK for Elixir and Phoenix. Complete server and client support for MCP 2026-07-28 and 2025-11-25, with OAuth authentication, MCP Apps…
Codebase Qa
Ask questions about any GitHub repo in natural language. Local embedding + ChromaDB + LLM with cited code paths (Anthropic + OpenAI-compatible)
History Graph Protocol
An MCP server that gives AI agents a permanent, append-only causal history
ResearchAssistantMCP
MCP server for citation-finding research workflows: claim extraction, multi-source paper search (arXiv/Semantic Scholar/PubMed/OpenAlex), citation quality scoring, structured pape…
Tool Card Spec
MCP Tool Cards v0.1 draft. Per-tool disclosure documents for Model Context Protocol servers: input/output schema, side-effect classification, tested-LLM matrix, latency, cost, aud…
Linkforge MCP
An AI-native MCP server that replaces raw SaaS CRUD calls with token-optimized semantic queries — pre-filtered, compressed insights for Todoist, Linear, Spotify, and Strava instea…
Apeiron
Local-first web search, fetch, and extraction tools for AI agents
Octopus Omni Cockpit
🐙 OCTOPUS Omni Cockpit — Plataforma SaaS de automatización IA
Blindpilot MCP
computer-use MCP server for non vision LLM models using accessibility trees and text-based interaction.
Wa Audit
Verified commercial audit of a WhatsApp business number: WAHA export, clean corpus, LLM analysis with a mandatory two-layer verifier (34/60 findings refuted in the original run),…
Yevhens Hue
🧠 Yevhen Shaforostov — AI Engineer & Product Manager. Oracle Certified Agentic AI. Claude Code skills, LangGraph, pgvector RAG.
OmniParser MCP
MCP server for Microsoft OmniParser: turn screenshots into structured UI elements for GUI agents (such as Claude Desktop / Cursor / Cline)
Chrome Needle
Run a private, offline AI browser agent in Chrome with 18 built-in tools and zero cloud dependencies.
Kube Whisperer
Kube-Whisperer: A locally-run, AI-powered Kubernetes operator. Connects LLMs to your cluster via MCP to autonomously debug pods, deploy YAMLs, and manage infrastructure through co…
Vaporcheck
Stops AI coding assistants from using packages, files, and functions that don't exist. A safety net against hallucinated and slop-squatted names.
ICIL
🎓 ICIL — Intelligence Campus Interactive Library. 216 courses · 29 faculties · 10 MCP tools. Curated context injection for AI agents. P@3=72.8% CI All Green.
Nextdoor Ads MCP
Python MCP server for the Nextdoor Ads (NAM) REST API — agent-led campaign management, ad groups, ads, targeting, and reporting through a compact two-tool interface (search + exec…
Doorman
Secure-by-default FastAPI->MCP bridge: deny-by-default exposure, scope->tool auth that fails closed (even on STDIO), rate limiting, PII redaction, and audit. In-process, no gatewa…
Real Estate Analysis API With X402 Micropayments On Base L2
Real estate analysis tools (property data extraction, FHA compliance scanning, investment metrics) with x402 micropayments on Base L2.
Winagent Sandbox MCP
Windows-native MCP agent sandbox for Ollama with LPAC, NTFS ACL, Job Objects, and WFP.