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.
Diploma Thesis Final
MCP Server with Role-Based Access Control for Educational Content - Diploma Thesis
Lc MCP Multiagent
Multi-agent travel booking system with LangGraph: an orchestrator coordinating specialized Airbnb search agents via MCP (Model Context Protocol).
Caucus MCP
Caucus — a supervised hub where multiple AI agents (any MCP client) deliberate while a human operator watches live and can pause or stop the exchange.
Session Mgr
MCP server for Claude Code: Structured Claude Code session management.
Platform Packages Apps ContactsMcp
AAOSP reference MCP-providing app
Unimysql MCP
Professional MySQL MCP server with integrated security guardrails, performance auditing, and big data streaming.
Claude MCP Platform
MCP platform orchestrator with server registry, request routing, health checks, and metrics
Receiptconverter MCP
MCP server for ReceiptConverter — parse receipts & invoices into structured JSON for Claude, Cursor, and any AI agent
Retcon
Retcon for AI conversations. The AI recontextualizes its own past via MCP tools. Canonical Observer Actor instantiation of the Collaboration Protocol.
Vcp
VCP — Verifiable Capability Protocol: zero-trust capability execution for AI agents. A stricter sibling of MCP where models plan and a signed gateway enforces. Signed content-addr…
AI Playbook
Curated collection of LLM and agent artifacts: prompts, agents, skills, MCP servers, and evals.
Best AI Agent
Best AI Agent Directory, MCP Directory, AI Agent Rankings, Reviews, Comparisons, Pricing, Benchmarks, and Tutorials.
AI Supply Chain Risk Agent
AI agent that monitors supplier risk from news signals using Google News RSS and OpenAI.
Jenkins Ci
MCP server for Claude Code: Jenkins CI/CD control via REST API.
Repo Digest
Flatten a codebase into one LLM-friendly file: file tree, smart filtering, a token budget, and a built-in MCP server for coding agents. Zero dependencies.
Pre Tool Gate
MCP server for Claude Code: Pre-execution policy gate for tool calls.
AI Recruiter Agentic
Agentic AI Job Application Assistant: discovers LinkedIn jobs, ranks them against your Résumé, and tailors Résumé + Cover Letter with Human-in-the-Loop approval. Built with DeepAg…
Fleetmem
Self-hosted, governed long-term memory for a fleet of AI agents — MCP-native, with hybrid retrieval, a typed knowledge graph, and per-agent mTLS access control. Runs on your own h…
MDLang
Define LLM-powered functions as Markdown. Generate typed TypeScript clients. Run them anywhere — LangChain agents with MCP tools.
Duckdb Analytics MCP
Read-only analytics MCP server over DuckDB: semantic layer that prevents wrong answers, token-efficient output (-61% vs JSON), and a parser-based SQL guard.
Enhancelearningai Model Context Protocol
Articles and resources on standards and patterns for secure communication between AI systems and external tools.
Manima
Local-first MCP server that renders (and optionally generates, via Apertus 8B) Manim Community Edition animations — sandboxed, spec-driven, render-only by default.
Text To Cad
Describe a part in plain English, get a fully editable parametric Fusion 360 model. An LLM emits a validated JSON feature plan against 28 typed CAD endpoints, executed through an…
Obstat
An auditable decision record for agent tool calls. The clearance is written down before the call runs.
AI Workflow Orchestrator
Classifies and prioritises incoming tickets, emails and logs, applies an auditable rules engine, triggers actions safely, and exposes the pipeline to agents over MCP.
Para MCP
Model Context Protocol for Noeta: a dual-era server and client over stdio and Streamable HTTP, serving any para/tool source.
Haiplane
Task orchestrator for development with AI agents — a task is not ready without acceptance criteria, and not done until the hub can name the commit that shipped it.
Densho Skill
An agent skill that teaches AI assistants how to work in a Densho workspace over MCP: search, read, write and comment on pages.
Security News MCP Researcher
Local-only security news researcher: RSS inbox triage, Claude-powered research chat with pluggable MCP tools, and weekly security-meeting notes generation.
Zotmcp
An MCP server embedded in Zotero 10: search, read, annotate and manage your library from any MCP client
Flink MCP Enterprise Server
Production-grade governed MCP server for Apache Flink secure-by-default tools for REST & SQL Gateway with approval tokens, policy engine, DLP, audit, and Prometheus telemetry.
Elyxndra Local
Private, local AI chat for macOS & Windows. Run open LLMs (Llama, Qwen, Mistral - any GGUF via llama.cpp, MTPLX on Apple Silicon) 100% offline on your own hardware: no account, no…
Competitive Pricing Agent
Always-on autonomous e-commerce pricing agent on AWS — a 14-tool Amazon Bedrock ReAct agent that senses sales & competitor data, reasons, acts, and learns (epsilon-greedy). Includ…
OpenContextScitool
LLM context handler over an Open Knowledge Format bundle BM25 search via MCP, usage telemetry, and a health dashboard. No embeddings, no API key.
Multi Tool Assistant
An AI agent built using Python, LangGraph, Groq, FastMCP, and FastAPI. The application uses the Model Context Protocol to dynamically discover and invoke tools based on natural-la…
Wrap
Wrap any REST API into an MCP (Model Context Protocol) server in minutes
Papercheck
A reproducible audit harness for mathematical LaTeX papers: deterministic scanner, schema-validated issue ledgers with mechanical quote verification, and a stage-gated final gate…
Fusion Zcode Plugin
Fusion - Hybrid Smart Multi-Model AI Orchestration for ZCode. Auto-shifts between Consensus, Sequential, Specialist and Fallback modes.
ExcelGRAG
Turn a spreadsheet into a queryable property graph: ask a workbook a question in words, ground the answer in specific cells. Reads XLSB with formulas. Rust, MCP.
Learn MCP School
🔌 Learn MCP (Model Context Protocol) the school way: 8 branch-by-branch lessons + a REAL zero-dependency MCP server & client you can read in full, 5 real-world use cases with numb…
Memphis
Memphis – Self‑Evolving AI Agent Runtime
The Best Agentic Project Ever
Modular, agent-based TypeScript application
Langchain 101
Just a repo to try possibilities with Langchain, right now trying to create a simple chat with memorization and after that try to make the chat call tools (MCP?)
Agentic Travel Architect
A stateful, human-in-the-loop AI Agent built with LangGraph and Model Context Protocol (MCP). Features structured planning, anti-hallucination safeguards, and automated itinerary…
Ansible K8s
MCP server for AI-powered Ansible Kubernetes playbook generation with Docker-based validation
Fast MCP Tools Agent
Fast-MCP-Tools-Agent is a modular, extensible agent framework for Model Context Protocol (MCP) tools. It provides a fast foundation for building, testing, and deploying MCP-compat…
Human Oriented Environment
Experimenting with agentic AI to design, build, and configure a computing environment optimized for LLM parseability
Microsoft Garage
Projects at Microsoft Garage
GenAI Boilerplate
Awesome Boilerplate for RAG | MCP | GraphRag
Tensora AI
Autonomous Multi-Agent AI Framework — control 1000+ apps via natural language using LangGraph + MCP + Zapier