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.
Manga Vision MCP
Local stdio MCP server exposing OpenAI-compatible vision VLMs (primary/nsfw/fallback slots) for image conformance review
Trucksim MCP
MCP server for Euro Truck Simulator 2 / American Truck Simulator telemetry + driving analytics, with a headless Claude analytics agent. Read-only, Family-A.
Auxo App
Auxo — 나를 기억하는 설치형 AI 에이전트
Treeweft
GraphRAG code search over MCP. Parses code with tree-sitter, weaves a Neo4j code graph, and serves hybrid semantic search to AI agents at lower cost than grep.
Readonly SQL MCP
A read-only Model Context Protocol server for safely querying SQLite/PostgreSQL databases with an LLM.
Goods Receipt
Model Context Protocol (MCP) server for goods receipt notes against purchase orders: units received, damaged and short, with a discrepancy report. The receiving record for purchas…
Invoice Generator
Model Context Protocol (MCP) server for invoice generation: an invoice generator that can generate a numbered PDF invoice with VAT for your clients. Numbered invoices with tax lin…
Per Diem
Model Context Protocol (MCP) server for per diem travel allowances. Statutory travel allowances on the rate tables the tax authorities publish, and the trips you priced with them.…
SsuAgent
자연어 요청을 MCP 도구로 라우팅하고 승인·스트리밍·대화 상태를 관리하는 에이전트 오케스트레이션 서비스
MediTrack
AI-powered clinical decision support system using RAG & LLMs for disease and drug assistance, YOLOv8 for X-ray pre-screening, Google Document AI for medical report extraction and…
Kube Sherlock
A Discord chatbot for investigating Kubernetes clusters
Agents AI
Agentes LangGraph com HITL via interrupt(), MCP server custom e evals LLM-as-judge — multi-provider (Claude, OpenAI, Ollama)
Thesis Project PySR
This project was done as Master's Thesis in Institute of Particle Technology within TU Braunschweig. An autonomous LLM agent built using the Model Context Protocol (MCP) that opti…
Cherry Evals
Search, cherry-pick, and export examples from public AI evaluation datasets. Built for AI engineers and AI agents.
Chat Bot Replica
Agentic RAG Chatbot with LangGraph & Streamlit. Features: state machines, persistent chats, tool integration, PDF RAG with FAISS, MCP support & streaming. Learn AI agent developm…
GenAI AgenticAI MCP Tutorials
Working notebooks on generative AI, agent orchestration and MCP. Learning material, not a product.
Bounded Agents
Deterministic orchestration for LLM pipelines: authority in code, phrasing in the LLM. Company research is the reference example.
Semanticbrowser
Rust semantic browser enabling AI agents to understand and interact with web content.
Bugsafe
Share bugs, not secrets
Martol Client
Python agent wrapper for Martol — connects AI models to chat rooms via WebSocket + MCP
Memoire Cinetique
Mémoire Cinétique — couche mémoire persistante locale (Mem0 + Ollama + MCP)
Flexing
Flex. Roast. Build. — the feed-first community where humans and AI agents show their work, get roasted, build reputation, and get hired.
Paperline
AI document intelligence SaaS with cited retrieval, structured extraction, workspace boundaries, MCP tools, evaluation, and release evidence.
AI It Investigator
AI-assisted IT investigation platform — multi-channel evidence retrieval with LLM reasoning for grounded, source-attributed investigation reports
AI Agent Patterns
Design patterns for agents that don't crash. 12 battle-tested patterns from 6 months of running 7 AI agents in production.
AI Personal Assistant Agent
AI-powered personal assistant built with n8n, Google Gemini, and MCP that automates email drafting, calendar scheduling, and CRM contact management through natural language comman…
Castellyn
Castellyn — desktop control center for your AI-coding dev environment (Claude Code, Codex, opencode): profiles, providers/routers, MCP, plugins & skills, parallel worktree session…
Achilles
Self-hosted AI platform for companies: connect any provider and model, run and govern agents, track token spend, and ground every answer in your own knowledge. Postgres-only, no e…
UnionAir
Exposes Unity Editor state as a REST API over localhost, for LLM MCP bridges, development bots, and CI tooling. Editor-only UPM package with no third-party dependencies.
Gcf Vscode
VS Code syntax highlighting for GCF, the AI-native wire format for structured data. 71% fewer tokens than JSON.
Sanad
Sanad — a vanilla-opencode-compatible server fork whose brain is reshaped around cross-tradition meta-design reach via the aapi MCP (sibling of aapi).
Azure Devops Handbook
A complete MCP (Model Context Protocol) guide & implementation for Azure DevOps PR review — architecture, patterns, real code in Node.js & Python.
Atscale AI Poc Template
One command to stand up an AI-queryable AtScale semantic-layer POC, built on @atscale/ps-utils
Kbrd
A terminal-based, keyboard-driven Kanban board for the command line
The Agent Lab
46-session hands-on curriculum. LLM internals → agentic systems → production. Built with Claude, OpenAI, Ollama, LangGraph, and FastAPI. Run the labs, ship the code.
Cocon
LangGraph 多智能体协作引擎 — Planner/Executor/Reviewer/Aggregator 四角色 DAG 编排，并行执行、质量审查、动态重规划、MCP 工具集成、分级记忆系统。飞书 @机器人 即可触发。
Agent Adoption Spec
Open specification for agent-readiness — 25 checks across HTTP-protocol and content-shape practices, organized into a 3-tier ladder (L1–L3). CC-BY 4.0.
Claudexia MCP Server
MCP server for Claudexia. Query balance, usage, pricing from Claude Desktop / Cursor / Claude Code.
Multi Agent Workflow Platform
Case study: live AI consultant — typed conversation graph, source-grounded knowledge, reviewer-gated utterances, in-process cost guardian.
Claude Company Brain
A practical architecture for building persistent memory for Claude AI — Journal (short-term), Company Brain (long-term), governance framework. Based on Notion + MCP + Git
Milo Usage Forecaster MCP
MCP server: predicts monthly LLM spend from local Claude Code/Cursor logs. Companion to milo-cost-auditor (diagnose past + predict future). x402/L402 payable for paid tier. Built…
Agent Tool Router
Pick the right tools for an agent task. Boring baseline, open dataset (14K traces from public agent benchmarks).
Herald Releases
Speak. It listens. It thinks. It draws. — The voice AI from the movies, running on your Mac.
Ideaforge
IdeaForge: A Knowledge Graph-Grounded Multi-Methodology Agent Framework for Innovation Analysis and Patent Claim Generation · arXiv:2605.13311 · TRIZ + Design Thinking + SCAMPER ·…
Cleo Daily
An open-source engine for LLM-authored print magazines: read hundreds of sources via MCP, keep a tenth, render a print-ready 20-page landscape PDF.
ThesisDefender Kaggle
ThesisDefender is an adversarial multi-agent AI system that stress-tests arguments, exposes hidden assumptions, evaluates resilience, and generates stronger revisions using Google…
Mathsketch Tutor
Sketch a math problem, get step-by-step feedback grounded in symbolic verification. NestJS + Firebase + mathjs CAS verifier + LLM exposed as an MCP tool.
Omakase
Omakase (omks) — orchestrate your installed AI agent CLIs (Claude Code, Codex, Gemini, Cursor) with Dynamic Workflows and a Goal-loop.
Skill Md
Define an AI agent in one file and deploy it as a pay-per-call REST + MCP endpoint. The SKILL.md spec + examples, used by Plinth (plinthai.xyz).
Amber Protocol
Amber Protocol: repository-local governance for coding agents, including a DeepSeek Harness (dsh) patch overlay.