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.
LazyAgent
LazyAgent is an MCP control plane for coding agents: runtime profiles, memory, review gates, and automation for Claude Code, Codex, Gemini/Antigravity, and more.
Ultimate Prompt Optimizer MCP
MCP server for prompt engineering: candidate prompts, LangGPT structuring, iterative optimization, promptfoo-style evals and DSPy-style train/dev search. Bring your own OpenAI-com…
Agentic Engineering
Free animated course on agentic engineering: building real software with AI coding agents (Claude Code, Codex, Cursor). 24 lessons from 126 talks & articles. Your agent can take i…
Mnemo
Portable, open memory for AI agents. Plain Markdown files you own, readable by any agent, with a CLI and an MCP server.
N8n Trading Analysis Harness
Validation-first backtesting harness for trading strategies on n8n + LLMs — walk-forward / OOS / Monte-Carlo, creator≠verifier, realistic costs. A methodology case study: most bac…
Skillstudio
Turn a sentence into a real Claude Skill — generated, validated, and trigger-tested against your own model. The only skill generator that measures whether the skill actually fires.
AgentForge
Open-source infrastructure for trusted AI agents — identity, permissions, execution, evidence, verification and agent-to-agent networking.
Agent Kernel
Missing operating-system primitives for agent runtimes: disposable sessions, models as workers, context as virtual memory, artifacts as the system of record. A specification in pr…
Engram
A personal AI agent with a brain you can watch grow — hybrid memory, a signed audit ledger, self-improving skills, and $0 at idle. One small Rust binary.
Dd Board
面向用 AI 编程代理自动修 Bug 的工程团队的鉴别诊断看板，先验证根因假设再动手改代码
Mcode
A native C++23 coding-agent harness with a Luau extension layer. One static binary, no runtime, ~8 MB.
DEcode
Local-first, safety-focused AI coding agent for the terminal with durable sessions, reviewed tools, multi-provider support, and isolated sub-agents.
Spring Durable Agents
Durable execution for Spring AI agents. Crash, redeploy, resume. Spring Boot starter with PostgreSQL step store, approvals and Actuator.
AgentForge
⚒️ Where AI agents are forged — orchestration harness for Claude Code & Codex: coordinated swarms, self-learning memory, 300+ MCP tools
Model Roundtable
模型圆桌：先让多个模型讨论，再把方案交给 Agent 落地。Windows 多模型讨论与执行桌面应用。
Tinycode
基于 Pi Agent Core 的轻量级 TypeScript 终端 Coding Agent，支持权限、会话、Context、Skills、MCP 与只读子 Agent。
Agent Go
Production-grade multi-agent platform: Go control plane + Python cognition plane with ReAct/Plan-Execute agents, append-only event ledger, Agentic RAG, MCP and full observability.
AI Learning Platform
看懂 AI 为什么突然能「做事」了：Transformer → LLM → Agent → MCP → RAG，配交互演示的开源学习站
Skillhub
AI Agent Skills 的包管理器：像 npm 一样搜索、安装、锁版本，装前自动安全审计（防提示词注入 / 恶意命令）
Triage
Reads our meetings, Slack, GitHub, email and docs. Finds work that needs doing, and updates the task board. Pauses for a human when needed, and checks the live board first. Offlin…
Mcd Roll
专治选择困难症的一键点餐 Skill —— 一次点击摇出一份能真的下单的搭配。2026 麦当劳程序员创意开发大赛参赛作品
Onfile
Ask about a public company, get the number and the SEC filing behind it. An evidence-first research agent: the LLM plans, deterministic code owns every figure.
Sidra Os
AI agent execution layer for ChatGPT, Claude, Grok, Qwen and other AI clients — files, terminal, browser, memory, computer use and orchestration.
Knowledge Work Plugins
Turn Claude into a role-specific specialist with customizable plugins for your team's tools, workflows, and processes.
Loxaic
Self-hosted, multi-user AI platform: an open-source alternative to hosted assistants and coding agents. llama.cpp inference, a sandboxed agent tool loop, MCP, and one client for i…
Solti
Conduct your AI coding agents like an orchestra: Claude Code, Codex, Gemini CLI and OpenCode side by side on one canvas. A maestro delegates, agents talk to each other, pipelines…
Mycelium
Local-first context layer for AI coding — index repos, cut token waste via MCP + Desktop
Agentic AI
Practical Google ADK projects for building Agentic AI — from basic agents and tools to state, memory, multi-agent systems, and workflows.
Jev Filter
Typed semantic filtering for AI agents: turn retrieved records, code and logs into compact evidence with source IDs. CLI · Python · TypeScript · MCP.
Hotpath
Profile llama.cpp-family GPU inference, run controlled experiments, and compare results with evidence labels. CLI, MCP server and Agent Skill.
ClauseGuard
RAG + LLM system for first-pass German contract compliance screening: hybrid BGB/DSGVO retrieval (RRF, cross-encoder reranking), LoRA fine-tuned DistilBERT clause classifier, evid…
Catalog Manager
Token budget scanner for MCP tool catalogs - what does every tool cost your context window, per call?
Dendra
Typed RPC/REST framework for Next.js where every procedure is also an LLM tool and an MCP server. No decorators, no codegen, zero deps.
Awesome AI Tools
精选 AI 工具目录，含定价、评分、国内可用性标注与完整测评 | A curated AI tool directory with pricing, ratings, China accessibility and full reviews
AI Workspace
Self-hosted AI agent workspace: give an AI a task, watch it plan and work live with real tools, approve the risky actions, get the result.
Forge
The Homebrew for AI Agents — one CLI for skills, MCPs, plugins, agents (Claude Code, Codex, Cursor, OpenCode)
Server
A standalone Model Context Protocol (MCP) server that provides seamless access to Frontal's cloud services through a standardized interface.
Youtube
MCP Youtube for Large Language Models
Token Saver
Detect and reduce wasteful AI token usage by warning on large outputs, verbose logs, and repeated history in MCP-compatible clients.
Hooklaw
Enable AI agents to process webhooks and RSS feeds using native MCP tools for streamlined, event-driven automation and data handling.
Postgresql MCP
A Model Context Protocol (MCP) server that provides AI assistants (like Claude) with tools to directly interact with PostgreSQL databases securely.
Director
Builds and edits functional 3D scenes in Unreal Engine from small structured requests, for small or local LLMs. Successor of unreal-local-director.
Playbook
⚡ Storybook for MCP tools — auto-generates interactive docs and a live playground for your MCP servers
Newbie Harness
OpenAI, Anthropic과 Ollama, LM Studio, llama.cpp, vLLM 같은 로컬 LLM을 한 화면에서 쓰는 Windows용 데스크탑 AI 에이전트. 파일 편집, 셸, git, MCP, HWP 문서 읽기 지원
Autonomous Research Agent
Autonomous AI Research Agent using LangGraph, MCP, Groq & Streamlit with cyclic research, tool calling, and self-critique.
Simple MCP Server
🌌 Create a simple MCP Server using the Star Wars API to access characters, planets, and films efficiently for testing and integration purposes.
Gemini MCP Server
MCP server with 23 tools for Google Gemini API — chat, multimodal analysis, deep research, YouTube, Files API, embeddings, and more
Gemini MCP Server
MCP server wrapping Gemini CLI for Claude Code — delegate token-heavy tasks (summarize, analyze, review) to Gemini
Umami MCP Server
Modern, dependency-light MCP server for Umami web analytics (FastMCP + async httpx).
Laravel MCP Server
Build authenticated MCP servers in Laravel - expose your app to Claude Desktop, Claude Code, ChatGPT with Sanctum auth out of the box. PHP 8.2+ / Laravel 11-13.