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.
Context Pack
Task-specific repo context bundler for Claude Code & OpenAI Codex
AI Roi Calculator MCP
MCP server version of the AI ROI Calculator — evaluates ROI of AI/LLM implementations using a 3-layer cost framework via Model Context Protocol
SQL Guard
Governed read-only text-to-SQL MCP server: sqlglot AST validation (single read-only allow-listed SELECT), column-level PII masking, LIMIT and row caps, and a tamper-evident audit…
Cadi
CADI is a universal build and linker and distribution system and content database for software artifact so humans, tools, and LLMs can discover, assemble, and verify software com…
Cpt AI
AI-powered benchmark regression analyzer with CLI, REST API, and interactive Dashboard. Compares cloud performance runs via OpenSearch + LLM, with automated regression detection.
Sonic
AI-powered SIP/VoIP diagnostic tool with MCP integration. Analyze pcap files for call quality, auth security, and codec issues.
AINavManifest
Embedded workflow instructions for AI agents. Korean Patent 10-2026-0071716. MIT + FRAND for open standardization.
N8n AI Agent Delegator
Multi-agent AI task delegation architecture for n8n: orchestrator routes natural-language commands to specialist agents with confidence scoring and human-in-the-loop gates.
Aicli
⚡ An open-source AI agent that lives in your terminal. Understands your codebase, runs commands, browses the web, and helps you ship faster.
Margin
Local, offline AI-doc review tool — Markdown→HTML with GitHub-style inline anchored comments and a CLI/REST round-trip for agents.
Fullsense
FullSense — umbrella brand & spec for llmesh / llive / llove (Apache-2.0)
Rag Runtime Kernel
Persistent memory and deterministic state control for any LLM, in two tiers. Tier 1: a single markdown spec you paste into any chat - no install. Tier 2: a formally-verified Pytho…
Robo Trainer MCP
MCP server that turns Claude into a full-stack personal trainer: nutrition, strength training, powerlifting, strongman, recovery, and mental performance coaching.
Fornixdb
Persistent local memory for any AI — private, model-agnostic, and inspectable.
Pech
FinOps for autonomous agents. Track per-tier token burn, forecast budgets via exponential smoothing, and trigger graceful AI degradation.
Deep Coding Agent
A repo-scoped AI coding agent with in-editor diff approvals, built on LangChain deepagents + CopilotKit/AG-UI, Monaco, and MongoDB.
Coe
Correction-of-Errors retrospective plugin for self-improving Claude after medium-to-big sessions
Agent Pipeline
A human-controlled workflow pattern for using AI agents in real software delivery. Concept package preparing for MCP server release.
Synapcores Voice Agent
Real, forkable AI voice agent where SynapCores is the brain — caller memory, intent routing, semantic cache, RAG, generation in one database. Browser voice console (Web Speech API…
Prbe Knowledge
Self-hosted knowledge engine: ingest your team's tools, hybrid (vector+keyword+graph) retrieval, cited LLM answers.
Tera Pilot
Self-hosted, vendor-neutral coding agent for private repos and local models. TUI-first, BYOK across 16 providers or fully offline with Ollama/LM Studio. Every agent action is sand…
Claude Vps Setup Prompt
Harden a Hetzner Ubuntu 24.04 VPS with Claude Code: SSH, UFW, fail2ban, updates, and optional Tailscale setup
Babel
Open-source local coding-agent CLI with Chat, Plan, and a governed Deep mode—plus inspectable prompts, permissions, workflows, and verification.
JuAI
🤖 AI 原生多智能体协作平台 | AI-Native Multi-Agent Collaboration Platform — 基于生成式递归任务网络，让多个 AI Agent 像团队一样自主协作
Agentd
Durable single-host runtime for personal agents with scoped execution, explicit capabilities, inspectable traces, and transactional delivery.
Omniswarm
Self-hosted trust layer for cheap AI: offload bulk LLM work to free models, QC'd by a multi-model council — a vetted answer + confidence verdict at $0. OpenAI-compatible.
Workbenches
Open standard and reference CLI for portable expert AI environments.
DropAgentXmain
?? DropAgentX v3.0.0 - Social-commerce Telegram bot with AI agent, multi-faceted memory, identity RL, USDT treasury, and A2A/MCP integration
Cotrex AI
Cotrex is an open-source AI execution engine that enables LLMs to securely use tools, execute tasks, and automate real-world workflows through a unified runtime.
Rinari CLI
Rinari CLI — tu asistente personal de IA en la terminal: atenta, cariñosa y demoledoramente eficiente. Chat REPL + agente de código autónomo con control de git, búsqueda web y MCP…
Botnesia Core
The open agent-runtime foundation behind BotNesia — durable, multi-agent, MCP-native.
Nabaztag AI
AI brain for the original Nabaztag rabbit — LLM tool-use embodiment, voice pipeline, MCP server. Physical AI, 2006 edition.
Terminaldeck
A desktop workspace for AI coding agents. Run Claude Code, Codex CLI and Gemini CLI sessions side by side in one window, see which are working and which are waiting on you, and re…
Ora
Universal task orchestrator — decompose, route, delegate, compress, and reconcile complex work across any AI agent
Tokenfuse
TokenFuse — runtime control for AI agents: per-run budgets, loop detection, burn forecast, kill-switch. Observability shows the fire; TokenFuse is the automatic extinguisher.
Agent Playground
A professional playground demonstrating the integration of Model Context Protocol (MCP) with LangChain (LangGraph) to build a dynamic, tool-calling AI agent. This project showcas…
Ollama CLI
A local AI chat CLI powered by Ollama and the Model Context Protocol (MCP).
bridgenode-ai/bridgenode-mcp
y @bridgenode/mcp` or remote `https://bridgenode.cc/mcp`.
ni-c/audiobookshelf-mcp
only mode; deletions need a confirmation token.
Article2md
Archive web articles — WeChat 公众号, Zhihu, Xiaohongshu, or any URL — as clean Markdown with local images. Built for Obsidian and LLM workflows.
Maurice
Local, read-only web explorer for your ~/.claude folder — Claude Code sessions, estimated cost, context-window usage, and a workflow view by skill, ticket & branch. Ships an MCP s…
Multimodal Music Intelligence System
Agentic AI system with custom MCP server orchestrating 7 AI tools across Spotify, MusicBrainz & ACRCloud — multimodal music intelligence (audio, text, image)
Symposium
Multi-agent reasoning MCP server for Claude Code. Spawns parallel research agents to find knowledge LLMs don't have. +23.1% on Terminal Bench 2.0 SWE tasks.
Awesome MCP Use Cases
20+ real-world AI workflows with MCP configs. Automate sales, triage incidents, analyze SEC filings, monitor NASA data, scout gaming trends — each with copy-paste .mcp.json.
Make Me Unicorn
MCP-native launch OS for solo SaaS builders — Claude Code plugin + validate any startup idea against real HN+Reddit threads
Github Dashboard
GitHub Project Dashboard MCP Server - monitor repositories, PRs, issues and deployments for AI assistants
AnticLaw
LawMemory. Local-first knowledge base for LLM conversations. Folder = project, file = chat. Import from Claude & ChatGPT, search across everything, connect to Claude Code via MCP.…
Henge MCP
9 advisors analyze your decision in parallel. A tenth must challenge their consensus with the strongest case possible. MCP server for Claude Code.
Openaide
Open-source AI coding agent & harness in TypeScript - everything is a plugin. ReAct loop, MCP support (Claude-compatible config), multi-agent subagents, pluggable TUI/providers/po…
Beaver
A MCP server generator with a natural flow. Renders one policy file into an MCP server, an HTTP tool API, a widget, and a helm release.