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.
Ctxprofile
Offline CLI that costs an LLM request per context component and flags tool definitions you ship but never call.
Ragmesh
Retrieval as a mesh of MCP services — an agentic RAG platform built with LangGraph. Provider-agnostic (OpenAI / Anthropic / Bedrock), eval-gated, production-shaped.
Powered GitHub AI Agent
Built an MCP-powered GitHub agent exposing repository, issue, code-search, and issue-creation capabilities as structured tools for LLM-driven task execution.
Agentshield LLM Safety Engine
Local-first LLM safety evaluation engine for red-teaming RAG and agentic assistants with LangGraph, MCP, human review, and regression testing.
Spendwise Agent
A local-first AI agent powered by Ollama that connects to a remote SpendWise MCP server. Features a custom Python agentic loop with schema-aware argument repair to fix LLM tool-ca…
AI SDLC PIPELINE
Multi-agent SDLC pipeline (Requirements→Design→Codegen→QA→Deploy) with human approval gates at every stage. Real GitHub OAuth, AST-aware code chunking (tree-sitter, 11 languages)…
LinWay
AI-powered Static Application Security Testing (SAST) tool
Nexora
Agent-native data layer — SQLite by default, Postgres when you need scale, 38 MCP tools, structured memory, webhooks, data import/export
Data Fidelity Skill
Claude Skill with fourteen data-fidelity rules for MCP tools that query an external data source
Kedge
A deterministic execution harness for AI agents, in Rust. Preview mutating tool calls before they run, journal every step, replay any run exactly.
IAE AutoMCP
Multi-agent system that turns OpenAPI specs, Postman collections and live API docs into validated MCP servers, with automated scoring and feedback-loop regeneration
Guarded Tools
MCP server treating a large tool surface as a governance problem: tool-search discovery, request and token budgets, human-in-the-loop confirmation for writes, and an append-only a…
Deduction Classification Agent
n8n + Claude workflow that classifies settlement deductions into a company's own accrual buckets, verifying every AI decision against the ledger before trusting it. Demo build wit…
Decision Cabinet
Open-source four-round AI advisory council with MCP integrations for business, investing & life · 开源四轮 AI 私董会与决策支持系统。
AI Leaderboard Tracker Skill Brightdata
Agent skill: a dated, side-by-side briefing of the Artificial Analysis AI leaderboards (LLMs, coding agents, image, video, speech) with run-over-run change tracking. Fetches via t…
Khwan Client Python
Khwan Python client (pip) — hosted, BYOM
Nexus Rag
Hybrid RAG system with MCP server — 0.90 RAGAS faithfulness, 0.96 context precision, 91 tests
Agentforge AI
Enterprise Multi-Agent AI Operations Platform with RAG, MCP, long-term memory, governed business agents, and workflow orchestration.
OpenKOS
Team memory engine for AI agents — write, route, graph, recall, inject. Self-hostable.
A2a Cloud
Open-source platform for A2A + MCP agents: SDK, control plane, sandboxed runtime, signed grants and receipts
Coster
Offline-first, zero-API-key context persistence for AI coding assistants. One memory store, synced to Claude Code, Cursor, OpenCode, Copilot, and 9+ tools.
Aluy CLI
Aluy CLI — um agente de terminal que roda na sua máquina, com o seu provider de LLM (BYO).
Obsidian Vault Librarian
Librarian: AI Agent living in Obsidian. Support PC and Mobile. Browse your vault and internet.
Mcppreflight
MCP点检助手 · 轻量单文件 Windows 工具，打开即用：大模型调用你的 MCP 工具，验证连通性与功能。高兼容性，13 家：DeepSeek/Qwen/GLM/Kimi/Spark/MiniMax/SiliconFlow/Doubao/Qianfan/Hunyuan/Ollama/OpenRouter 及任意 OpenAI 兼容接口。中英双语、浅/…
Aca AI Orchestrator
Orquestador multiagente (TypeScript/pnpm) que genera diagnósticos de presencia digital y propuestas comerciales para negocios locales de Acámbaro, Gto. — Claude API + MCP.
Agent Companion
An MCP/A2A server for AI agents, not humans: introduce yourself, chat briefly with a companion, and browse/apply to real paid job postings for autonomous agents.
LLM Saftey MCP
An open-source Model Context Protocol (MCP) server for local, fast, and deterministic LLM safety checks.
Create Adk Agent
Interactive one-command scaffold for Google ADK projects — npx create-adk-agent
Llama.cpp Workbench
A reusable local LLM environment built with llama.cpp and MCP, featuring custom tools, web search, and sandboxed filesystem access.
Altioo MCP
iTop extension that adds a Model Context Protocol (MCP) server to your instance - inside iTop, not beside it: no service to deploy, no REST hop, no copy of the datamodel to keep i…
Cursor Multi Model MCP
MCP server for Cursor — query OpenAI (GPT), Google (Gemini), and Anthropic (Claude) in parallel. Single tool, env-based config.
AarnXen MultiAI MCP
Multi-model AI orchestration MCP server — 31 tools, 25+ models (Gemini, DeepSeek, Kimi, Qwen, GLM, MiniMax), memory flywheel, web grounding. Works with Claude Code.
Kosher
Kosher updates BDD for the AI era.
Hallumark
LLM hallucination & grounding auditor for RAG systems
Checkpoint AI
NIST AI RMF / EU AI Act / ISO 42001 self-assessment & SSP generator
Gcloud Dns
Google Cloud DNS MCP server for managing DNS zones and records via API
Crisis Radar
LLM-assisted macro risk dashboard — deterministic scoring engine, multi-source news analysis, MCP server.
Crewai MCP It Ops Agents
AI agent crew that automates IT incident response — ticket triage, root cause analysis, and runbook generation using CrewAI + 5 MCP servers + Google Gemini.
DeltaLens
Semantic-diff-aware code intelligence for AI coding assistants
Chromium MCP
Dead simple MCP using Chromium and Playwright to allow AI to navigate the internet
Ultra Confluence MCP
MCP server for Confluence Cloud - Full API access for AI models
Miragen MCP
MCP server for creating and managing miragen agents
ExamPrep
Provide interactive, data-driven study tools and past-paper analysis for GGSIPU B.Tech Semester IV mid-term exam preparation.
Miru
A local MCP server that gives LLMs direct read access to Grafana Loki logs and Prometheus metrics
Multi Mysql MCP Server
Model Context Protocol (MCP) server for MySQL & MariaDB. Multi-database, SQL injection protection, read-only mode, connection pooling, EXPLAIN ANALYZE. Works with Claude, Cursor,…
Intero
A memory & heartbeat organ for frozen LLMs — it remembers you, and speaks first | 给冻结大模型外挂记忆与心跳器官
Supplier List
Model Context Protocol (MCP) server for a supplier directory that does not rot: contacts, payment terms, lead times and review stamps. A supplier directory that does not rot: cont…
Qloo Audience Brief
Agentic tool (MCP + JSON API + web demo) that turns a small business's public site summary and cultural seeds into a Qloo taste-context brief. Built by AI agents for Weio. Not aff…
Shadow Tg
MCP server for public Telegram channels via t.me web preview — no MTProto, no api_id
Knowledge Dlc
Turn documents, wikis, emails, and Confluence/SharePoint/OneDrive/Google Drive sources into governed, provenance-bearing knowledge AI agents can trust — reviewed publication, conf…