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.
Void Os
The personal operating system for AI agents: memory, tools and hooks in one relational data bank of plain text, for Claude Code, Codex and Cursor. Memory is space; time is CPU cyc…
Sprint Analytics
Jira sprint metrics computed by code, reported by an LLM, guarded against invented numbers. MCP server, evals and tracing included.
Yue Token Cost
Measure what Chinese/Cantonese actually costs in tokens - and why. MCP server: cross-script comparison, per-token attribution, reproducible benchmark.
Euron MCP Hub
Registry and gateway for Model Context Protocol servers: one endpoint for every tool, per-client permissions, encrypted secrets and an audit log. Terraform for AWS, Floci for loca…
Postgre MCP
Read-only PostgreSQL Model Context Protocol (MCP) server with enforced safety invariants, strict typing and CI
Medichain Multi Agent
Multi-agent LLM system for clinical diagnostic reasoning, with structured agent debate and clinical risk-score checks.
Openai Compat MCP
Bridge any OpenAI-compatible API (DeepSeek / Zhipu / Qwen / Moonshot / vLLM) into a Model Context Protocol server for Claude Desktop, Cursor and other MCP clients.
Sims3 MCP
Let your AI play The Sims 3: an MCP server + script mod that talks to the running game through a shared-memory mailbox (Claude Code, Codex, Claude Desktop)
DeepCurveCode
Valentina Pusceddu — Co-founder of NexaEthos, Strategy & Product for Nexa Agora, the governed AI workplace where people and AI agents work together
Learning To Interact With Web Forms
Benchmark for language, vision-language and computer-use agents that fill in web forms, scored field by field against known answers. Master's thesis, TU Dresden and ScaDS.AI Dresd…
Lens
Cognitive infrastructure for LLM reasoning — an MCP server that wraps problems in structural cognitive constraints and runs multi-agent analysis. Navigate the tails of the distrib…
Agent Orchestrator MCP
AI Agent Orchestrator - Multi-backend task automation with Claude & Codex
Me
Personal MCP server — TypeScript over stdio, exposes CV and projects as LLM tools
Devops Server
MCP (Model Context Protocol) server exposing Kubernetes, cloud & CI tools to AI agents like Claude Desktop
AI Agent Server
Minimal Model Context Protocol (MCP) server in Python (FastMCP): typed tools and a resource over stdio.
Agent Examples
Minimal examples: discover MCP servers via Not Human Search, find AI/ML jobs via AI Dev Jobs. Python + TypeScript.
Cpp SDK
A small, modern-C++20 SDK for building Model Context Protocol (MCP) servers — stdio + tools, learn-by-building.
API MCP
Point it at an API's specification — OpenAPI 3.x, Swagger 2.0 or GraphQL — and it becomes an MCP server. One tool per operation, no code to write, and no third party holding your…
Baidu Baike
Generic MCP by Nishant Dilip Sharma for Baidu Baike (百度百科): login-free Chinese encyclopedia search & structured entries for any MCP app. Tools: baike_search, get_baike_entry.
Garmin MCP
Self-hosted Model Context Protocol (MCP) server for Garmin Connect — let Claude and other AI assistants build native strength & pool-swim workouts and read wellness data (sleep, H…
Invariant
Black-box harness that measures whether an AI agent behaves the same way twice: consistency across repeated trials and paraphrasings, plus indirect prompt-injection propagation. P…
Jev Harness
TypeSafe Jev (System One) integrations for OMP, MCP, Claude Code, and Pi — fail-open decision routing, gating, and verbatim compaction.
Google Scrape MCP
MCP server for Google Search via pure scraping (no API key): HTTP fast path with cookie bootstrap, Camoufox browser fallback, proxy pool, adaptive cooldowns, forensics.
Synero MCP
Synero AI Council remote MCP server: ask GPT, Claude, Gemini and Grok at once, get a consensus answer plus where they agree and split
OpsPilot
Evaluation-driven LLM agent for customer operations with LangGraph, RAG, structured tool execution, policy-aware escalation, and MCP interoperability.
Acumatica MCP Server
A Model Context Protocol (MCP) server for Acumatica ERP
Duplicate Invoice Check
Model Context Protocol (MCP) server for duplicate supplier invoice and vendor bills review: supplied-batch exact and normalized references with free CSV evidence. Review duplicate…
Hyset Poc
Clean-room PoC of HySet (arXiv:2607.25718): set-level tool retrieval for LLM agents via query-conditioned hyperedge prediction. PyTorch model + training, CLI, HTTP & MCP server, L…
Veille MCP
MCP server for Data, AI and cloud tech watch, with local LLM digests (Ollama)
Codemode Deno Executor
Run Cloudflare Code Mode anywhere: a sandboxed Deno executor for @cloudflare/codemode.
Lobstr MCP
Run lobstr.io scrapers from Claude, ChatGPT and any MCP client — search, configure, launch and pull results over the Model Context Protocol.
Scan
Static security scanner for MCP servers. Checks tool poisoning, permissions, encoding, shadowing, provenance, scope and drift.
Temporal Engine
Deterministic temporal-state engine and MCP server for AI agents: windows, deadlines, new days and DST.
Ledger
《账本》— 剧本设定基准（MCP server）：把剧集 bible 从静态文档变成可查询/可校核/可挂载的基准。建基准 → 维护 → 落笔前判断 → 全剧校核 → 供任何 agent 查询。
N8n Nodes Srezai Web Search Pro
n8n community node for AI-agent web access: web search, page reading as Markdown, MCP, RAG, schema extraction, fact-check and YouTube transcripts. Strong Russian web coverage.
Serverless MCP AWS
Run an MCP server on AWS Lambda + API Gateway: stateless Streamable HTTP, JWT bearer auth (RS256/ES256), per-scope tool allowlists, OAuth protected resource metadata and a CDK con…
Agents
AI agent examples on the OpenAI Agents SDK: Gmail, Notion, YouTube, and an MCP server
Seqoria Agent
Async Python agent orchestration with local tools, MCP clients, streaming, and explicit conversation history. Public alpha.
Reflect
A local-first AI assistant for your desktop: remembers you in files you can edit, reaches your apps through MCP connectors, and shows everything that leaves your machine.
Mastra
MCP server, a Mastra agent that uses it, and a Next.js console showing each tool call.
FloatChat DebugDynasty SiH
Ask questions about ocean data in plain language. Answers come from real Argo float data.
Thoth
AI agent combining RAG knowledge base with 5 specialized MCP tools. Upload docs, ask questions, get smart answers.
Agentforge
A modular Python framework for building, experimenting with, and evaluating LLM agent architectures.
Agentic RAG
Slug Advisor — a deployed tool-calling agent for UCSC course advising: LangGraph ReAct, hybrid retrieval (BM25 + pgvector) + reranker, eval-in-CI, Langfuse observability, MCP serv…
Ecommerce
Sistema MCP (Model Context Protocol) optimizado que implementa los patrones ReAct y Reflexion para consulta de productos de e-commerce Hybris y mejora automática de descripciones…
Nda Review CLI
Agent-first NDA review, drafting, and two-party negotiation CLI. Deterministic rules; opt-in LLM (Anthropic/OpenAI/Ollama). Hash-chained negotiation state. Part of the eight-CLI c…
Slimctx
Smart context optimization proxy for LLM APIs — reduces input tokens by up to 95% on JSON-heavy payloads
Mars
MARS — Model Adapter & Routing System. MCP-based router for multi-model LLM dispatch with sessions and budgets. Part of the Fr4ym + MARS + BCKS stack.
Tokentrim Agent
Local-first OSS toolkit for reducing AI agent token waste.
Imap Mail MCP
MCP to allow local LLM agents to access IMAP (used with Proton Bridge)