MCP servers tagged mcp
61K live MCP servers tagged "mcp", ranked by trust score. Tags come from package metadata and repository topics, so this list covers servers across every category that work with mcp.
Capability Ledger
Infer least-privilege MCP tool policies from agent traces
Youtube Course Builder
YouTube learning-path builder for Claude Code — picks videos by reading transcripts and comments, not titles
Workforce Data Explorer
Streamlit dashboard + MCP server for 80+ US labor market data sources (BLS, FRED, Census, O*NET, DOL, SEC)
Magenticbrain Vllm Aspire
Run microsoft/MagenticBrain (14B) locally on GPU via vLLM (Docker), orchestrated with Aspire + the aichatweb RAG template.
MachineRead Preview
Audit any website for LLM discoverability and agent readiness. Checks AI crawler access, llms.txt, JSON-LD, MCP/A2A discovery, scrapability, and the SEO fundamentals AI retrieval…
Twin Governed MCP
Least-privilege MCP boundary and governed Runner receipts for the Twin REST API
Notchpad
A modular panel in the MacBook notch — file shelf, system stats, keep-awake, timer, Claude Code sessions, Unity and MCP status. You choose what goes in it.
GDMU Academic Runtime
基于 MCP 协议构建的高校 Academic Copilot 框架，将 AI Agent 与教务系统连接。目前支持广东医科大学正方 V9.0，实现智能选课规划、成绩分析、学分审核以及自动化教务工作流。
Aidress Skill Find Verified Invoice Generation Agent
Find a Verified Invoice Generation Agent. Agent discovery, trust verification, and capability routing powered by Aidress — the coordination registry for autonomous AI agents. Use…
Aidress Skill Find Verified Document Summarization Agent
Find a Verified Document Summarization Agent. Agent discovery, trust verification, and capability routing powered by Aidress — the coordination registry for autonomous AI agents.…
Langchain Langgraph
Hands-on LangChain, LangGraph, and MCP (Model Context Protocol) notebooks and projects — covering ReAct agents, tool calling, structured output, middleware, streaming, and human-i…
Nirikshak
It runs the standard passive recon checks, but it remembers the last scan and tells you what changed, and it's built MCP-native from the start so Claude (or any MCP client) can dr…
Typecast
Make LLM output a compile-time concern: schema derivation, repair, and constraint-aware retry for Scala 3 & Java on the JVM.
AI Dev Roadmap
A gamified skill tree for becoming an AI-augmented developer — 27 skills, 6 tiers, earn XP and level up.
Aidress Skill Find Verified Candidate Sourcing Agent
Find a Verified Candidate Sourcing Agent. Agent discovery, trust verification, and capability routing powered by Aidress — the coordination registry for autonomous AI agents. Use…
Aidress Skill Find Verified Fraud Detection Agent
Find a Verified Fraud Detection Agent. Agent discovery, trust verification, and capability routing powered by Aidress — the coordination registry for autonomous AI agents. Use for…
AI Mcu Auto Debug
AI-assisted MCU debug automation framework / AI 辅助 MCU 自动调试框架
Lectern
Self-hosted control plane for coding agents. Run Claude Code, Codex, Gemini and other agents across your workstations, SSH servers and sandboxes; supervise from your terminal or p…
Aidress Skill Find Verified Kyc Verification Agent
Find a Verified Kyc Verification Agent. Agent discovery, trust verification, and capability routing powered by Aidress — the coordination registry for autonomous AI agents. Use fo…
ClaudeSwitch
A lightweight profile manager and switcher for Claude Desktop.
Defter
Text-canonical, collaborative, agent-friendly spreadsheet — the markdown IS the source of truth
Ecommerce AI Agents
A runnable companion to the blog post *"Building E-commerce AI Agents on MongoDB."* A CrewAI shopping agent backed by MongoDB Vector Search, atomic inventory checkout with Change…
Claude Code Vs Codex CLI Guide
Complete, verified command reference and comparison guide for Claude Code (Anthropic) and Codex CLI (OpenAI): every slash command, flag, and shortcut. FR + EN PDFs.
Aidress Skill Find Verified Regulatory Compliance Agent
Find a Verified Regulatory Compliance Agent. Agent discovery, trust verification, and capability routing powered by Aidress — the coordination registry for autonomous AI agents. U…
Obsearch
Obsidian semantic search MCP
Codex Handoff
Claude Code skill that hands tasks to OpenAI Codex — shell or macOS GUI computer-use — and returns evidence
Aidress Skill Find Verified Email Management Agent
Find a Verified Email Management Agent. Agent discovery, trust verification, and capability routing powered by Aidress — the coordination registry for autonomous AI agents. Use fo…
Aidress Skill Find Verified Flight Booking Agent
Find a Verified Flight Booking Agent. Agent discovery, trust verification, and capability routing powered by Aidress — the coordination registry for autonomous AI agents. Use for…
Wardrail
Local security scanner for vibe-coded apps: stop API key leaks, Git-history secrets, and unsafe MCP or AI agent instructions before commit.
AI Knowledge Base Indexer
通用知识库索引器 · Universal Knowledge Base Indexer — 一键将散乱 Markdown/HTML 笔记分类生成总索引，支持项目来源标记，零依赖，AI Agent 友好
Image Generator MCP
A secure Model Context Protocol (MCP) server for AI image generation. Supports OpenAI DALL-E, hatch-pet desktop pet sprites, chroma-key backgrounds, and reference image workflows.
Aidress Skill Find Verified Data Extraction Agent
Find a Verified Data Extraction Agent. Agent discovery, trust verification, and capability routing powered by Aidress — the coordination registry for autonomous AI agents. Use for…
Aidress Skill Find Verified Lead Generation Agent
Find a Verified Lead Generation Agent. Agent discovery, trust verification, and capability routing powered by Aidress — the coordination registry for autonomous AI agents. Use for…
Aidress Skill Find Verified Data Enrichment Agent
Find a Verified Data Enrichment Agent. Agent discovery, trust verification, and capability routing powered by Aidress — the coordination registry for autonomous AI agents. Use for…
Aidress Skill Find Verified Hotel Booking Agent
Find a Verified Hotel Booking Agent. Agent discovery, trust verification, and capability routing powered by Aidress — the coordination registry for autonomous AI agents. Use for t…
Glm4v Vision MCP
GLM-4.6V 图像理解 MCP：识图/OCR/图表解析，原生接入 DeepSeek Harness（dsh-mcp-client），也兼容 Codex/Cline 等
Spine233 Agent CLI
Go CLI and stdio MCP for licensed Spine Pro workflows
TravelPlannerAgent
Agentic AI travel planner showcasing LangGraph orchestration, MCP integrations, LLM tool calling, and real-time travel intelligence to build end-to-end personalized trip itinerari…
Lumaweft
Codex Desktop 本机主题市场与声明式主题引擎
WorkspaceBridge
Windows 优先的本地 MCP 工作区桥接服务，为 ChatGPT 提供受控文件、进程、工作流、审计与可恢复操作。
Agent Surface Auditor
CLI scanner for AI-agent repository attack surfaces.
Forge AI Platform
An AI-native internal application platform (internal PaaS) — system design + control-plane reference implementation. Spring Boot · Kubernetes · GitOps · AI agents.
Aidress Skill Find Verified Bookkeeping Agent
Find a Verified Bookkeeping Agent. Agent discovery, trust verification, and capability routing powered by Aidress — the coordination registry for autonomous AI agents. Use for fin…
Aidress Skill Find Verified Code Generation Agent
Find a Verified Code Generation Agent. Agent discovery, trust verification, and capability routing powered by Aidress — the coordination registry for autonomous AI agents. Use for…
Cloudguard
Reliability and safety harness for LLM cloud agents. Tool-selection accuracy vs. tool count, blast-radius guardrails, and prompt-injection red-teaming against a real AWS mock. Eve…
Singlinkbot MCP
Official public documentation, schemas, and connection examples for SingLinkBot MCP.
Dsh Plus
MCP catalog and Vision Bridge for DeepSeek Harness — manage MCP in Settings, caption chat images for text-only models.
Aidress Skill Find Verified Payment Processing Agent
Find a Verified Payment Processing Agent. Agent discovery, trust verification, and capability routing powered by Aidress — the coordination registry for autonomous AI agents. Use…
Xsaf
DEPRECATED: Use Effect Agent or similar.
Comfyui LLM Partyy
LLM Agent Framework in ComfyUI includes MCP sever, Omost,GPT-sovits, ChatTTS,GOT-OCR2.0, and FLUX prompt nodes,access to Feishu,discord,and adapts to all llms with similar openai…