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.
Enterprise Devops MCP Server
企业级 AI DevOps MCP Server — 基于 MCP 协议的安全基础设施运维自动化（Docker / Kubernetes / SSH / 监控）
Nodlow AI MCP
Give your agent/LLM abilities to backtest your strategy, iterate on it, and deploy a bot for walk-forward validation.
Uniquery
Ask your Postgres or MongoDB database questions in plain English — MCP server + web UI, with PII masking and read-only guardrails
Agent Production Patterns
Production patterns for MCP servers, LangGraph agents, tool calling, evaluation, and AI system reliability.
Naeth
Naeth: portable, append-only memory for AI agents, exposed over the Model Context Protocol. Postgres + pgvector, hybrid retrieval, verifiable authorship. Running in production.
Langdock
Langdock — independent third-party profile of a public API surface, by API Evangelist. Langdock is an enterprise AI platform — "The Platform for AI Adoption" — that lets organizat…
Kensho
Kensho — independent third-party profile of a public API surface, by API Evangelist. Kensho Technologies is the AI innovation hub of S&P Global, building machine learning and AI s…
Cistern
A semantic cache for LLM calls: collapses paraphrased and reformatted prompts into one cached answer. On realistic agent traffic a byte-exact cache leaks (46% hit rate); Cistern r…
AI Agent Kits And Spec Skills
Codifying a codebase's real conventions into drop-in agent kits so AI coding agents write code that passes review. 16 model-specialized agent definitions, conventions derived by m…
Agent IA
Agent IA conversationnel basé sur l'utilisation d'outils, piloté depuis une interface terminal.
Kimi Claude Code Plugin
Claude Code plugin for delegating to Kimi Code: tool-constrained explore, plan, and review workflows, managed background jobs, and private local usage reporting.
Shopmcp
ShopMCP — Telegram AI store agent powered by MCP: catalog, cart, checkout + weather, crypto, games. aiogram 3, FastMCP, SQLite, ProxyAPI.
Forge AI
🚀 Production-ready AI Workspace for Document RAG, Autonomous Agents, Dynamic Tool Calling, Structured Data Extraction, and MCP protocol. Built with Next.js 16, Express 5, PostgreS…
Procureguard AI
Synthetic enterprise procurement copilot benchmarking RAG, vector search, DeepSeek, MCP tools, and guarded human approval
Steam Personal MCP
Let AI read your Steam library, wishlist, prices, achievements and play history via MCP.
Gmail Grep MCP
Grep-like MCP server for Gmail: narrows the mailbox with Gmail's own search, then regex-extracts just the matching text locally, returning compact results (message/thread IDs + ma…
Warder
A policy gate for MCP tool calls. Blocks destructive AI agent actions before they run — as the subprocess your AI client launches, where network gateways can't see.
Riposte
A DSL for Pokémon battle policies (Rust compiler, Python runtime, MCP server), built to measure which steering strategy best teaches a coding agent a language it has never seen. G…
Cogyes
Ask a question about flight data; the system assembles the analytical dashboard that answers it. LLM plans, deterministic code computes, a fixed renderer draws — built on the Flig…
Secure Files Organizer MCP
إدارة وتنظيم آمن للملفات عبر خادم MCP مع تأكيد الحذف البشري | A secure local MCP server for file triage, organization, and human-in-the-loop safe deletions.
Evidence Normalizer
men (MCP Evidence Normalizer) — deterministic normalization of MCP tool results into clean, bounded evidence.
Loomdb
An agent-native database. Sessions are branches an agent can fork, merge, and rewind; every write records what it was derived from; and taint-and-recall tells you exactly what a p…
OxiCode
Experimental Rust CLI agent for software engineering — a work-in-progress port of Claude Code (17-crate workspace, ratatui TUI, MCP client, multi-provider LLM)
AI Native
AI-Native in one repository: agent skill platform (portable skill contract, plugin pack builder, reference skill set) plus the bundled GatewayMCP server and a one-command VM boots…
Orders Server
One order service as two MCP servers built with Spring AI: one tool per REST endpoint, and three tools designed for an agent. A client compares them on the same tasks. No API key…
Restaurant Agent
AI restaurant recommendation agent with all production patterns — streaming SSE, Redis caching, rate limiting, MCP tools, user memory. Anthropic Claude + Upstash + Neon Postgres.
Gtw Provider
Framework-agnostic JavaScript client for the mcp-gtw MCP gateway.
Bigmac MCP
Turn a shared Ollama box into a team resource for Claude Code (or any MCP client): typed local-LLM tools + delegated, read-only repo exploration. Keep your frontier agent on its s…
Agent Toolkit For Kapitan
AI agent toolkit for Kapitan: an MCP server, agent skills, and rules that let LLM coding agents inspect, compile, and diff Kapitan projects safely.
Nimbus Copiloto
Servidor MCP y copiloto de IA para un helpdesk de soporte. Proyecto de aprendizaje de AI Engineering sobre una empresa ficticia (Nimbus S.A.S.): MCP, agentes, evals, RAG y producc…
Co Scientist Plugin
Agent Plugin that lets Claude Code, Codex CLI and any MCP client drive the AI co-scientist engine: generate, review, Elo-rank, evolve and synthesise scientific hypotheses.
Adatile MCP
AdaTile-MCP: high-resolution image adaptive tiling MCP server for DeepSeek vision model (deepseek-v4-flash-vision-exp). L1-L6 pipeline (fastpath, saliency, adaptive tiling, Files…
AI Sponsorship Job Acquisition Platform
Personal AI-assisted job search tool for UK Skilled Worker visa sponsorship — sponsor register lookup, salary threshold checks, resume/cover-letter tailoring, and application trac…
SDDTraining
Hands-on training lab for Spec-Driven Development (SDD): driving AI coding assistants from specs to working code — MCP servers, RAG, React apps.
Maf Book
A practitioner's guide to Microsoft Agent Framework 1.0 for .NET: agents, tools, MCP, graph workflows, orchestration and observability. LaTeX source, free PDF built by GitHub Acti…
Tokenbrake
A circuit breaker for your AI bill. Meters every AI API call on your machine and hard-stops a runaway agent in ~10 seconds — before the money is gone, not after the invoice.
Store Build
Self-extending MCP server for safe, atomic AI orchestration across Cisco networks.
Saleha
Local-first autonomous multi-agent AI platform: ReAct agent loop, sandboxed self-healing codegen, real test-driven healing, SAST security scanning, vision-to-code, MCP engine. Run…
Interop
Standards-first A2A v1 and MCP interoperability profile and conformance toolkit for agent runtimes.
Agent Ops Operator
A Kubernetes operator for agents you can address. Alerts, schedules, cluster events and chat messages start Conversations — each in its own isolated agent pod, answering in a thre…
Lemonade Bench
Zero-vision, long-horizon AI benchmark for Lemonade Tycoon Deluxe 1.1.9. Includes a Wine-compatible DLL bridge, semantic Player MCP, OpenAI/OpenRouter agent runner, crash-safe tra…
Ollama Fleet MCP
MCP server exposing a local multi-host Ollama fleet (model listing, generation, smart routing, comparison, pulls) as tools for Claude Code
Lex Provenance MCP
Verifiable, provenance-first legal corpora for AI systems - a read-only MCP connector (search, fetch, and hash-verifiable citations).
Autonomous Trading Agent
Autonomous, risk-governed daily trading agent built on Claude Code + Robinhood MCP. Layered safety, deterministic risk gates, kill switches, and LLM decision calibration.
Turnstile
Scan any MCP server: a token-cost + metadata-safety report card at the tools/list boundary. Deterministic, i18n-honest concealment detection. Python + TypeScript.
Winnow
Local-first context compression for AI agents — content-aware, reversible, zero runtime deps. Cuts agent token usage 40-95% while keeping the signal.
Token Lint
Token budget linter for MCP tool schemas — see what your connected servers cost before you burn the context window
Tyamka
Local-first, LLM-curated personal knowledge base + Claude Code plugin: research topics, compile cited articles, and query with hybrid retrieval — on your Claude subscription or an…
Gx Works2 MCP
AI-powered MCP server for Mitsubishi GX Works2, enabling natural-language PLC programming, ladder/st logic generation, project editing, compilation, diagnostics, and multi-LLM int…
Mediator Agent
Impartial, vendor-independent AI mediator for product-manager vs. architect disputes - CLI, Slack, Microsoft Teams (no Azure Bot needed), generic webhook, and MCP for any agentic…