MCP servers tagged mcp
25K 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.
Langchainrust
A Rust framework for building LLM applications with support for 8+ LLM providers, agents, RAG, BM25/hybrid search, LangGraph workflows, and multiple vector/document storage backen…
Context Engineering Bootcamp
Context Engineering for LLMs: structured notes on RAG, system prompts, MCP, Agents, and Memory Management — compiled from multiple expert sources.
Sub Agent MCP
MCP for spawning sub-agents everywhere
Oh My Dsh
A curated distribution of DeepSeek Harness. Overlay, not a fork.
Zelaxy
🌱 Open-source visual platform to build, run & ship AI agents and workflows — built-in RAG, real-time collaboration, self-hosted. No code required.
Chalkline
Snap a line before your agents build.
Concealer
🔐 The local-only secret manager for the AI-coding era with MCP, CLI, Web UI, TUI and Extension. No cloud, No telemetry, No account.
Flowplan
Visual plan board for AI coding agents — turn Claude Code, Codex, and MCP agent plans into interactive flow diagrams with dependency tracking and two-way feedback.
Abilities Rankmath
Rank Math SEO abilities for MCP. Get and update meta descriptions, titles, focus keywords via the Abilities API.
Nuxt Spyglass
Capture browser and server logs in one correlated place - and let your AI agent read them over MCP
All Agents MCP
MCP server that orchestrates Claude Code, Codex, Gemini CLI, and Copilot CLI through a unified stdio interface — ask, compare, verify, and collaborate across multiple AI agents.
Paper7
arXiv papers as clean Markdown for LLMs. 97% smaller than PDF. Zero dependencies. Bash-only.
Revit Sample Au2025
Demo sample integration with revit at AU 2025
Bowyer
The App Store for Autonomous Businesses. Build, discover, and grow AI businesses on Robinhood Chain.
AxiomOS Labs
一项致力于通过神经符号与沙盒审计自演进重构通用智能底层逻辑的前沿探索
Fountain
Run Claude Code, Codex and Gemini CLI as an HTTP API, each on its own sandbox.
Dsh MCP Manager Ui
MCP server management UI for DeepSeek Harness Web — floating panel, JSON import, and profile-backed persistence.
Scopeon
AI context observability & optimization for Claude Code, Copilot CLI, Codex, Gemini — TUI dashboard, preset optimization, cost tracking, CI gates
Hookaido
🪝 Durable webhook gateway with Caddyfile-style config. Receive → queue → deliver (pull, push, SSE, or exec). HMAC auth, retries, DLQ, hot reload.
Annot
Human-in-the-loop annotation tool for AI workflows
Lithium Core
Storage engine for AI agents to navigate, store, and retrieve structured data. PostgreSQL ltree, built-in versioning, scoped queries.
Focus With
A private-by-default, self-hosted focus system with projects, timers, daily insights, distraction nudges, and optional AI/MCP companions.
BrokenMCP
BrokenMCP is a vulnerable implementation of the Model Context Protocol (MCP) for educational purposes.
Mongodb Atlas
MCP (Model Context Protocol) server for managing MongoDB Atlas projects — create and manage clusters, database users, and network access via MCP tools.
Pdp MCP
Showcase and reference implementation of an MCP server for the JPMorgan Payments Developer Portal. Enables external developers to locally download and connect to their agent envir…
Comunica Feature MCP
📬 Comunica packages for exposing query execution through MCP
Builder Skills
🔧 Spec-Driven Infrastructure Automation & Orchestration
AgentDefense Bench
A comprehensive security benchmark for evaluating infrastructure-layer defenses in MCP-based AI agent systems
MemBook
Progressive memory layer for AI agents with Header+Content indexing, chain recall, and file-first governance.
Mimo Code
CLI coding agent powered by the MiMo large language model
Barkeep
AI-assisted, open-source macOS menu bar companion, CLI, MCP server, and arcade for Busy Bar over USB or Wi-Fi.
NodeBenchAI
Entity intelligence for any company, market, or question — not a chatbot that answers once, but a system that synthesizes with sources, turns each run into a reusable artifact, an…
ShellWatch
Passkey-backed SSH for humans and AI agents
Ui Components
MCP UI components to build MCP apps for Claude, ChatGPT, Gemini based on Flowbite and Skybridge
Named Pipes
Low-latency IPC library for building persistent agentic tool servers (LLM inference, TTS, vector search, browser automation) over named pipes on the same machine.
Coraline
Rust code graph indexer with 28+ language support, MCP tools, ONNX vector embeddings, and SQLite-backed semantic analysis
Tier
A 1.5B model shown all 80 tools picks the right one half the time — not because it can't call tools, but because it can't find them. Tier adapts the tool presentation to model siz…
Claudeleaf
Bring Claude (and any agent) into Overleaf. Claudeleaf is a reliable TypeScript bridge that drives the Overleaf web editor in real time — listing your projects, opening documents,…
Claude Architect Guide India
Free, simple prep guide for Anthropic's Claude Certified Architect - Foundations exam, with Hindi and Tamil translations
QSerial
AI 原生的跨平台终端工具｜内置 MCP 让 AI 直接操控串口/SSH/Telnet 设备｜Serial · SSH · Telnet · PTY · SFTP · TFTP
Reddit Sub AI Analysis
Mastra AI Agent - workflows to fetch and process subreddits.
UCP Agent
A shopping assistant powered by Upsonic AI Agent and UCP (Universal Checkout Protocol).
AzulClaw Core
Secure hybrid AI assistant brain reinvented from OpenClaw, combining Microsoft Agent Framework + Azure OpenAI with zero-trust MCP sandboxed desktop tools.
Agents.KT
Typed Kotlin DSL framework for AI agent systems.
Desktop Pet
一个桌宠软件，支持 Live2D、Codex Hatch-Pet 模型、AI 对话、人设配置、语音输入和 MCP 工具扩展
Bigbossbot
Self-hosted live intelligence dashboard for conflict tracking, alerts, markets, and OSINT feeds, with optional guest access and MCP support for authenticated users.
EcoRelay
Inter-session messaging for AI coding assistants. Hub-and-spoke architecture with persistent groups and LAN federation.
Hypabase
A Python hypergraph library with provenance and SQLite persistence.
Agent Blackboard
Multi-agent coordination system for software engineering with 9 specialized AI agents - Documentation, API Design, Backend Architecture, Java/Go Development, DDD, and Observability
Trello CLI
A CLI for Trello built for AI agents and Claude Code — includes a ready-to-use Claude Code skill for autonomous Trello management