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.
Logica Context
MCP server that protects your AI context window via sandboxed execution and smart indexing. 97% token savings.
Korva
The OS for AI-driven engineering teams. Persistent memory + architecture guardrails + curated knowledge scrolls for Claude Code, Cursor, GitHub Copilot, OpenCode, VS Code MCP, Cod…
AI Calendar
AI calendar assistant using BluesMind LLM and MCP to create, update, reschedule, and delete events through natural language.
Tg Analytics MCP
MCP-сервер аналитики Telegram-каналов: даёт Claude инструменты оценить/сравнить каналы перед закупом рекламы (FastMCP, скрапинг t.me/s/)
RegAssist PL
RAG assistant over Polish public-administration regulations — hybrid search (Elasticsearch), a custom MCP server, agent loop, CI-gated evals. .NET + React.
Gemini Claude MCP
An MCP server where Claude debates Google Gemini: Claude drives each round, Gemini argues back in character, and a neutral judge declares the winner. Built with the official MCP P…
AI Agent Demos
Two focused demos exploring agentic RAG, MCP, tool calling, and Agent Skills — built around failure matrices, not happy paths.
Janus
Janus — a from-scratch, dual-painter (human + LLM) browser engine in Rust. One layout pass → pixels for humans and a semantic surface for agents (MCP).
Bridge Docs
MCP-Bridge documentation, and community resources
Contextomizer
Contextomizer is an ultra-fast, deterministic library for transforming bloated tool outputs, raw APIs, documents, and messy logs into perfectly optimized context for AI Agents 🤖🚀
Mcpaisuite Hub
Full-stack control plane for the MCP AI Suite — run, observe and govern AI agents. Next.js + FastAPI. (BSL 1.1)
Dungeon MCP
AI-narrated dungeon crawler. MCP server runs the rules, FastAPI streams play over WebSocket, Next.js renders chat + map.
Aimux
One local gateway for AI models and MCP servers across Cursor, Zed, Claude Code, Codex, Gemini CLI, and OpenCode.
Froggy Sre
MCP-based SRE incident response agent for macOS. Feed a Kubernetes alert → get root cause, fix, and risk in one tool call. Native Swift, on-device LLM by default.
Mantis MCP Extension
MCP endpoint running inside a MantisBT 1.2.x installation — per-user HTTP Basic Auth via Mantis' own account database, no REST/SOAP required. PHP 8.
Agentic Testing MCP
AI-driven testing using Model Context Protocol — context-aware verification, LLM steering, agentic workflows with Playwright
Meteo Italia
Server MCP per dati meteo italiani in tempo reale — FastMCP + Gradio, integrabile con Claude e altri LLM
Gq Insight MCP
MCP server for semantic search + grounded, citation-faithful answers over customer-research interviews, with a built-in eval harness. Built for Great Question.
Vishu
A local-first personal-assistant AI that never hits a rate limit — pool every provider key plus your local model into one ring. Local vision, voice, two-way MCP gateway. MIT.
Caliban
A from-scratch Rust agent harness that puts the operator in control of model routing, memory, skills, and prompt context.
AI Model Selector MCP
MCP server for AI model metadata — query 76+ models by capability, compatibility, and task fit
Aipush Agent Skills
Free, open, security-verified agent skills for AEO (Answer Engine Optimization) — make any site ready for AI agents. Live: aipush.app
Microsoft Ads MCP
Python MCP server for the Microsoft Advertising (Bing Ads) REST API — agent-led campaign management, keyword research, ad extensions, bulk operations, and performance reporting. B…
Never Again
Stop your coding agent re-debugging the same error twice. Local-first failure memory over MCP.
Attestly
Java-native memory layer for AI agents — Spring Boot Starter with audit trail, MCP-native for Claude Desktop / Cursor
Raceai Gcp
RaceAI rebuilt on Google Cloud — Gemini API, MCP server, FastAPI, Docker, Cloud Run
Jira API
MCP server for Claude Code: Jira Cloud and Server/Data Center operations.
Shapelex
Local-first MCP memory that reduces AI context tokens and expands exact source text on demand.
Decision Brain
AI decision-support memory engine: typed evidence-backed memory, hybrid pgvector retrieval, contradiction detection, MCP server, data-layer RBAC. Two LLM calls per flow, everythin…
Standarflow Vscode
VS Code extension for Standarflow — browse, edit and audit AI-agent sessions, artefacts and file references from a workspace side panel.
Grinta Orchestrator
The Best Local-First Autonomous Coding Agent for End-to-End Software Tasks in 2026
TensorNode
AI Executive Assistant that transforms messages into decisions using a governance-first multi-agent architecture built with Google ADK and Gemini.
Prism Agentic Rag
P.R.I.S.M. is a production-grade, multimodal, agentic Retrieval-Augmented Generation (RAG) platform engineered for high-stakes financial intelligence.
Fine Tuning Os
Zero-Data fine-tuning operations MCP server - 64 tools for the full LLM fine-tuning delivery lifecycle, callable by Claude Code
Connect Amsterdam Notes
Notes from MCP Connect Amsterdam (March 2026) exploring the Model Context Protocol, agentic workflows, and real-world trade-offs in production. Focused on orchestration, onboardin…
Portable Memory MCP
One memory that follows you across every AI app — a user-owned MCP memory store shared by Claude, ChatGPT & Cursor. No cloud, no embeddings, no lock-in
Conclave
An MCP server that lets Claude orchestrate Codex and Gemini via their CLIs — multi-model deliberation like a papal conclave.
MemoryCenter
Agent 记忆库 —— 跨语言可引用的持久化高效完整记忆系统
Claude MCP Starter Kit
Turn Claude into an autonomous operator: MCP configs, battle-tested prompts, and a persistent memory system. Built by an autonomous Claude agent.
Skill Lint
CI linter for AI agent skills: secrets, PII, connector contracts, human-in-the-loop, status-language inflation. A report, not a verdict.
Who Is Candidate
本地优先的候选人检索工具：通过 LLM 预处理、结构化硬筛选与向量软排序，提供 CLI、MCP 和可审计评测闭环。
Farebox MCP
MCP server — connect Claude Desktop, Cursor, or any MCP client to 36+ frontier LLMs. Pay per token in USDC on Solana.
Mission Orchestrator
orch: delegate long running, stateful missions to AI worker agents (Claude Code, Codex, Antigravity, OpenCode, Gemini, or raw API keys) with Telegram control
Liquid Momentum Lite
An autonomous perps trading agent for Liquid, written as a rulebook you paste into a scheduled AI task. Works with Claude, ChatGPT, Grok, or any model via the API runner.
Impact Radar
Impact Radar — a DataHub-powered change-risk agent. Describe a schema change in plain English and get, in seconds: the resolved asset, downstream blast radius, an explainable risk…
Azure Vm Teams Bot
Manage Azure VMs from Microsoft Teams in plain language — MCP server + Bot Framework middleware with LLM tool calling
Ticketpilot
AI support-ticket triage agent that cites its sources, refuses what it shouldn't answer, and is gated by evals in CI. Kotlin · Spring Boot · Koog agent graphs · hybrid RAG on pgve…
Universal File RAG
Hybrid RAG over PDFs, DOCX, spreadsheets, code repos, audio & images — explainable per-file retrieval routing (vector/hierarchical/code-graph), cited answers, and an MCP server. P…
Sagaz
Undo for AI agents — an MCP proxy with a hash-chained effect ledger, reversibility classification, policy gates and preview.
Kaigo MCP
介護の需給データをAIエージェントの道具として公開するMCPサーバー。道具は3つ。呼ぶ側のモデルを変えても答えがぶれないよう、全国値を道具の応答に埋めた