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.
Nixtla MCP
MCP server for multitenant Nixtla TimeGPT forecasting with fine-tuning, rolling backtests, and anomaly detection. HTTP-based JSON-RPC 2.0 API with MongoDB tracking and Vercel de…
Based Intelligent Order Management System
An AI-powered intelligent order management system using MCP-based agent architecture to understand customer queries and retrieve real-time menu and pricing information from MySQL.
Codesense
Local-first MCP server that combines Graph analysis and Vector search to generate architecture-aware implementation plans.
Stuckbar
straightforward CLI tool & MCP server for getting that annoying Windows taskbar unstuck
Structsure
Library and tools to get validated structured JSON from LLMs (Pydantic v2, self-correction). Local-first (Ollama), Streamlit designer, FastAPI server.
Xcode Errors MCP
An MLOps pipeline using MCP server to expose Xcode errors to an LLM
Appforge
Multi-agent orchestration on MCP: a state server, six-phase dependency graph, approval gates, and budget control.
Story
🚀 Interactive storytelling experience showing why MCP is the future of engineering. Not docs, not marketing—an experience.
Fanar MCP App
Large-scale LLM applications must evolve their architectures to handle uncertainty and capability gaps. Our aim is to shift from an orchestrator-based architecture to a Model Cont…
Docker MCP Orchestrator
Reduce MCP token usage by 90%+ — Load Docker MCP servers on-demand instead of exposing all tools at once
Sf Graph
🚧 [WIP] SF CLI plugin + MCP server that maps Salesforce metadata to Neo4j. Interactive TUI explorer, AI-powered SOQL generation, multi-org schema comparison.
Reddit QnA To Notion MCP
MCP server that searches Reddit for answers and saves Q&A sessions to Notion.
Clinical Trial
Clinical trial analysis system: natural-language search over trial data using OpenAI reasoning models, MCP tool use, and a Supabase backend
Streamlit MCP Agent
Streamlit MCP Agent is a web application that provides a chat interface for AI agents using the Model Context Protocol (MCP). It integrates various tools via MCP clients to enable…
MesaYA MCP
MCP server for the mesaYA restaurant platform — reservation operations as LLM tools, stdio & SSE transports
LangChain 1.0 Foundations
Hands-on LangChain 1.0 foundations: agents, tools, LangGraph, MCP.
Telegram MCP Agent
A Telegram bot powered by an LLM that uses Model Context Protocol (MCP) tools - pluggable to any MCP server.
Adaptive MCP Fabric
Containerized MCP demo stack with a Node.js backend, static web UI, local MCP tool servers, SearxNG search, and Ollama integration for interactive multi-tool AI workflows.
Blocksworld Simulation
Visual blocksworld simulation with Pygame GUI and Flask REST API for AI planning research. Features 50 scenarios, multiple constraint sets, and LLM integration via MCP.
Splunk MCP Go
A Model Context Protocol (MCP) server in Go that provides a splunk_search tool, enabling LLMs to query Splunk instances via the REST API
Showcase
Prototype customer support chatbot for computer hardware products, built using a low-cost OpenAI model and Model Context Protocol (MCP). The chatbot demonstrates how LLMs can safe…
Context Saver
Intelligent LLM-powered wrapper for Model Context Protocol (MCP) servers
AegisEdgeAI
🔒 Secure AI at the edge by binding user, device, and workload identities to ensure integrity, compliance, and trusted operations in real-time.
Operational Data Platform For AI
Guides and reference architectures for building production AI agents on Couchbase: agent memory, MCP, hybrid retrieval, cloud-to-edge.
Bsp MCP
Official BSP MCP Server — connect Claude, ChatGPT, and AI agents natively to the Biological Sovereignty Protocol
Vivarium MCP
Secure MCP server exposing headless, out-of-process Ghidra (12.1.2) to LLM clients: read + consent-gated write reverse-engineering tools, with hardened disposable worker isolation.
Bigdatacloud MCP Server
BigDataCloud MCP Server — IP Geolocation, Reverse Geocoding & more for AI assistants
OpenControl
Give any AI real hands on a Windows PC. A single ~2 MB Rust MCP server with 54 native tools for seeing and controlling the desktop. No Python, no cloud.
Big Ben
BigBen — a universal, accurate, timezone-aware sense of time for any coding agent (MCP server). Zero dependencies.
Tf2 Wiki MCP
MCP server exposing the Team Fortress Wiki to LLM clients over stdio
World999 Labs Proof Layer
Proof Layer is a cryptographic governance layer for AI agents. Before an agent action executes — a database write, API call or workflow step — Proof Layer evaluates it against pol…
Rag MCP Suite
RAG×MCPの自作スイート。検索品質を測定して判断する構成
Routeproof
Test how an AI host routes real user intents to your MCP server's tools — catch silent mis-routing before your users do.
Synapse Memory MCP
Synapse: a local-first, private Universal AI Memory layer exposed over the Model Context Protocol (MCP). Gives any AI client persistent, semantic, cross-tool memory via stdio and…
Policy Enforcement
MCP server for Claude Code: Policy compliance and system health checks.
Superior MCP
MCP server that lets any agent research, backtest, and trade on Hyperliquid through Superior Trade.
Be My Geminis
Routes every image Claude Code touches through Gemini Vision into typed JSON. Video, MCP, structured visual diff, and a quiet Opus fallback when Gemini's down.
Nixie Flow
Self-hostable editor + MCP server: clean semantics for AI agents, rich visual layout for humans, notes verified against your code.
Schedulermcp
Cron, interval, one-shot and watch scheduling for AI agents. Python lib · CLI · MCP server · FastAPI.
Opnform MCP
Model Context Protocol (MCP) server for OpnForm — manage forms, submissions, workspaces, users & integrations from Claude. Runs via npx (stdio) or HTTP.
Ekko
Slack-native AI agent template — npx create-ekko-agent my-agent
Rasputin
A multi-LLM council for Claude Code — convenes Gemini, GPT and Mistral for independent second opinions and cross-model consensus, over MCP.
MindTrack AI
Voice-powered mental health and career tracking agent — LoRA fine-tuned GPT-4o-mini, Whisper transcription, ElevenLabs voice response, and Gmail job application tracking
Model Workflow Context
🚀 Define and share AI-powered workflows with Model Workflow Context for seamless integration and execution across various development tools.
Roland
Autonomous AI Loop Engineering system built around ClosedLoop templates. Executes goals with Cursor SDK, specialist agents, verification gates, and HITL approvals. Includes live d…
Mcprune
MCP middleware that prunes Playwright accessibility snapshots for LLM agents. Zero ML, 75-95% token reduction, all refs preserved.
Claude Gladiator MCP
⚔️ An MCP server for continuous learning in Claude Code
Obsidian Full MCP
Full-featured MCP server for Obsidian — 16 tools for read, write, search, and vault management via Local REST API
Edgarmcp
Standalone open-source SEC EDGAR MCP server for Claude Desktop
Valorant MCP Server
A Model Context Protocol (MCP) server that empowers AI assistants to fetch real-time Valorant data, including accounts, MMR, match history, and leaderboards via the Henrik API.