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.
Understanding LLMs
Understanding LLMs for Software Engineers: a systems-first, bilingual guide to LLM principles, mechanisms, and boundaries.
TextWren
Translate, fix grammar and dictate in any macOS app. ⌘C twice for a popup, fn⌃ to talk; cloud models or fully on-device.
Go Workflow
Standalone DAG workflow engine for Go — 15 step types, MCP integration, durable Postgres execution (SKIP LOCKED), templates, approvals, crash recovery
Smart Router
Smart MCP router that routes tools by intent and reduces context rot for LLM hosts
30 Days Of AI Agents
Build a new AI agent every day for 30 days. From zero to production multi-agent systems. LangGraph, CrewAI, OpenAI Agents SDK, Claude, MCP, A2A.
Agent Primitives
Modular agent infrastructure primitives for orchestration, memory, routing, cost tracking, and AI system operations.
Airlocked Agents
Deterministic IaC for a private, self-hosted AI automation stack — untrusted content stays in the airlock.
Qubito
AI Computer SO - Research
AI Memory System
Persistent long-term memory, knowledge base and session tracking system for AI apps
A Protocol
MCP-A -- the MCP Answers Profile: a specialization of MCP that returns compiled, precise, structured answers. v1.0-beta.
Kavi
Kavi is a mobile-first AI assistant for iOS and Android with agentic workflows, on-device models, and remote work tooling.
AI Visibility
See how AI sees your brand. Scores, platform breakdowns, competitive benchmarks — for any domain, from your terminal.
Sre Harness
A minimal, runnable reference harness for SRE agents: tool orchestration, verification, memory, guardrails, and observability in one ~40-line loop. Agent = Model + Harness.
Remembrance Skills
Open, reviewed skills + MCP for AI coding agents — verified, quality-gated memory that gets better instead of drifting.
FerretArchive
A local-first AI context engine that indexes code, docs, and knowledge to deliver relevant context to any MCP-compatible AI assistant.
Echo Sim Official Specs
EchoSim is a simulation-first AI dating app where each user's AI twin (an 'Echo') goes on simulated dates to test compatibility before any real conversation begins. Official produ…
LangValidator
Self validating LangGraph agent pipeline: every agent output passes through a checkpoint node that scores it and routes to pass, retry with feedback, or halt. Includes rule based,…
Workcell
Multi-agent operations platform for development projects — a human board directs; an AI team (Orchestrator/Developer/Designer/QA) ships with proof. Design-first, proof-gated. MIT,…
Adaptora
Self-hosted Dynamic API Agent with an MCP layer — talk to any REST API in natural language. Bring-your-own-LLM (Ollama).
Embedbase
Local-first document embedding and retrieval platform with a REST API and MCP server for LLM agents. Supports hybrid BM25 + semantic search across workspaces and collections, with…
StoryForge Agent
Plan → search → revise thin results → brief → HITL → shoot-ready script. | S, t, r, e | Tracked repository files: 22; Python modules: 17
Synoppy MCP
Synoppy MCP server — give your AI agent the whole web. Read, crawl, map, extract, classify & enrich live pages from Claude, Cursor, or any MCP client.
Mini Chatchat
Full-stack AI knowledge workspace with hybrid RAG, web search, tool-using agents, MCP integration, authentication, user isolation, and Docker deployment.
Agentic AI Project Find Deal Opportunities
Detect underpriced products by scraping deals and using AI models to estimate fair prices for profit opportunity identification.
Farscry
Farscry: see through any image. Converts screenshots into structured context for AI agents. OCR + layout analysis + TOON output. Zero API cost. Single binary.
Cargo Agent
Self-evolving AI Agent CLI in Rust. 60+ tools for coding, testing, refactoring, trading. Dual-licensed: MIT + Commercial.
Void Memory
Three-state persistent memory for AI agents. F1=0.945 without embeddings. Patent pending.
LLM Invoke Cpp
Provide a framework enabling LLMs to invoke C++ functions through JSON-based interfaces.
Autoresearch MCP Codex
Frozen Evaluation 기반 자율 반복 개선 AutoResearch MCP 에이전트 시스템 | AutoResearch MCP agent system for autonomous iteration with frozen evaluation
ESP32 LLM Agent Bridge
Bridge between LLM AI Agents and ESP32 IoT devices using lightweight UART protocol. Inspired by Device Context Protocol (DCP). Built for edge AI applications.
Map Standard
Estándar declarativo que acota el contexto, limita las herramientas y capa el coste de un modelo por tarea. Disciplina enforzada por código, no agentes.
Copy Pipeline
Brief → multi-model variants → graded → operator pick. Brand-kit-grounded copy generation pipeline with tagged-claim verification against pluggable evidence sources.
AINativeOS
The open OS for building an AI-native company in hard-mode sectors. A 15-chapter Handbook, a 90-term Dictionary, and 24 runnable skills for Claude Code, Codex, Cursor, and Gemini.…
Sme AI Kit
台灣中小企業 AI 營運中樞 — Claude + LINE + SQLite
Chessplaza
A virtual chess plaza with AI-powered chess hustlers, each with their own unique personality and playing style.
Claude Max Openai Proxy
Use your Claude Max/Pro subscription as an OpenAI-compatible API — with full tool support via the official Claude Agent SDK
LLM Redteam
面向中文场景的开源 LLM 红队测试工具 | An open-source red team toolkit for LLM applications, covering prompt injection, jailbreak and info leakage attacks, with OpenAI/Dify/MCP adapters and LLM-a…
AI Redteam Notes
Pre-registered research on prompt injection through agent tool output, plus a dependency-free substrate auditor whose checks run in CI.
Training Os
A personal agentic training coach : LLM coach using MCP tools to query your sessions, training load analytics (TL, ATL, CTL, ACWR), UI/UX with calendar and analysis hub, all with…
Enterprise Code Bastion
Enterprise-grade guard for letting Claude work on source code: isolated per-task containers, no direct tool access, MCP-mediated command filtering and audit.
Cachly Dotnet
Official .NET SDK for cachly — persistent AI memory and managed Valkey/Redis with semantic caching. Free tier, EU-hosted.
Youtube Transcript Scraper No API Key
Extract YouTube transcripts as clean text for AI agents and RAG. No login, no API key, no audio. MCP ready.
AI SDK Registry Broker
Vercel AI SDK tools for Universal AI Agent Discovery - 59,000+ agents across NANDA, MCP, A2A, Virtuals | https://hol.org
AI Test Pilot
LLM-driven test generator: schema-validated scenarios → runnable pytest & Playwright tests, with typed-input construction, golden/characterization mode, failure triage, and an MCP…
Graph M365 MCP
Sanitizing Microsoft 365 MCP proxy: strips HTML and tracker cruft from mail bodies before they hit the LLM
Tuneproof
The model suggests the rewrite; the tool proves it. A deterministic trust engine for SQL changes — equivalence proofs, honest benchmarks, provenance-graded certificates. Agent-rea…
Omnitrade
OmniTrade: LLM-driven crypto futures arena — 11 competing strategies on Agno + AgentOS, atomic three-way state, real-time SSE dashboard.
Langgraph Forge
Initialise LangGraph-based agent architectures: pick a provider, a pattern, a deployment — get a runnable project.
Icu Triage Agent
3-agent A2A autonomous ICU triage system — SOFA/NEWS2 scoring, MCP tools, Groq/Llama 3 inference, Streamlit dashboard
Shogym
Environments that meet an agent at the tool surface