Model Context Protocol
MCP Servers Directory
114 Model Context Protocol servers that connect Claude and other AI agents to real tools — filesystems, databases, browsers, and SaaS apps. 18 are hand-reviewed deep dives with a verified install command and tool list; the rest are imported from MCP Market's Top 100 leaderboard, ranked by real popularity.
Superpowers
Gives Claude Code a structured software development workflow, guiding it from design and planning through test-driven implementation.
World Monitor
Aggregates real-time news, geopolitical events, and infrastructure signals into one dashboard for AI-assisted situational awareness.
Ruflo
Coordinates multi-agent swarms for Claude, letting teams of autonomous agents collaborate on workflows and conversational AI systems.
OpenSpec
Keeps humans and AI coding assistants aligned by requiring a written spec that's agreed on before any code gets generated.
TrendRadar
Pulls trending topics from 35+ platforms and applies AI filtering and multi-channel alerts to surface meaningful news patterns.
Context7
Pipes up-to-date, version-specific library documentation straight into an agent's context, so generated code matches the API that actually exists instead of a model's stale training data.
Penpot
Connects an agent to Penpot, the open-source design tool, so it can collaborate on prototypes and help translate designs into code.
Chrome DevTools
Gives an agent direct access to Chrome DevTools for inspecting pages, controlling the browser, and debugging issues programmatically.
MindsDB
Lets an agent query and reason over many federated data sources at once through MindsDB's unified query engine.
Codebase Memory
Builds a persistent knowledge graph of a codebase so agents and developers can navigate its structure more efficiently.
Playwright MCP
Microsoft's official MCP server that gives coding agents a real, controllable browser — driven through the accessibility tree instead of screenshots, for deterministic clicking, typing, and testing.
Next AI Draw.io
Adds AI-driven diagram creation and editing to draw.io, letting an agent build and refine diagrams from plain-language prompts.
GitHub MCP Server
GitHub's official MCP server — lets an agent read repositories, open issues and pull requests, review diffs, and manage workflows directly from your GitHub account.
Cognee
Adds a persistent memory layer to AI applications and agents, helping them stay accurate and reducing hallucinated answers over time.
Graphiti
Builds and queries time-aware knowledge graphs, letting agents track how facts and relationships change in fast-moving environments.
GPT Researcher
Runs deep web and local research on any topic and compiles the findings into a cited, comprehensive report automatically.
Task Master
Automates task tracking and breakdown for AI-driven development, keeping Claude-based coding workflows organized end to end.
Serena
Gives an LLM semantic code search and editing abilities so it can act as a coding agent that works directly inside your codebase.
Blender Model Context Protocol
Links Claude to Blender so it can create, edit, and manipulate 3D scenes and models through natural-language prompts.
Archon
Autonomously designs, builds, and refines other AI agents using an agentic workflow backed by a framework knowledge base.
FastMCP
Provides a Python-friendly framework for building your own Model Context Protocol servers with minimal boilerplate.
N8n
Exposes n8n's large library of workflow automation nodes to an AI assistant so it can discover, plan, and build automations.
Cua
Spins up high-performance macOS and Linux virtual machines on Apple Silicon with built-in hooks for AI agents to control.
Beads
Adds a lightweight, graph-based issue tracker that acts as a persistent memory system for coding agents across sessions.
FunASR
Delivers fast, industrial-grade speech recognition with multi-language support, speaker diarization, and emotion detection.
Context Mode
Shrinks how much context an LLM needs per turn while keeping conversation state intact across sessions.
Nuclear
Lets you search for and stream free, ad-free music from open sources and organize it into playlists.
Model Context Protocol for Beginners
A free, hands-on curriculum from Microsoft that teaches MCP fundamentals through runnable code samples.
Trigger.dev
Lets you build and ship long-running AI agents and background jobs with automatic retries and observability.
Figma Context
Feeds AI coding assistants a simplified read of Figma layouts so generated UI code matches the design.
Xiaohongshu
Automates posting, feed browsing, and searching on the Xiaohongshu (RedNote) platform via a scriptable API.
Claude-Flow
Coordinates swarms of AI agents working together, letting you assemble more advanced autonomous workflows.
OpenMetadata
Centralizes metadata, column-level lineage, and governance so teams can discover and monitor data together.
Skill Seeker
Converts any documentation site into a ready-to-use Claude AI skill within minutes.
ARIS (Auto-Research-In-Sleep)
Runs machine learning research end-to-end, from brainstorming ideas to executing experiments and revising papers.
MCP Toolbox for Databases
Simplifies wiring GenAI tools up to databases by managing connection pooling and authentication for you.
Eino
A Go framework for building LLM-powered and AI-driven applications.
Convex
A reactive TypeScript backend and database that lets web developers query data and run business logic with strong consistency.
Claude Context
Gives AI coding assistants semantic search over an entire codebase so they retrieve relevant context, not just keyword matches.
XHS Downloader
Downloads posts, collections, likes, albums, and search results from XiaoHongShu (RedNote) with watermarks stripped out.
Chrome Browser
Gives AI assistants control of the Chrome browser for advanced automation, page analysis, and semantic search.
Kubeshark
Captures and decrypts cluster-wide Kubernetes network traffic with eBPF, exposing both packet and API-level detail.
FastAPI
Turns existing FastAPI endpoints into MCP tools automatically, with no extra configuration needed.
Inbox Zero
An open-source AI email client and assistant built to help you clear your inbox faster.
PAL
Coordinates several AI models inside CLI tools to support joint code review, analysis, and problem-solving.
Pipedream
A low-code platform for developers to wire up APIs and automate workflows between them.
Ida Pro
Connects IDA Pro to MCP so AI assistants can help drive reverse-engineering sessions.
LanceDB
An embedded, developer-friendly vector database built for fast multimodal AI search and data management.
Phoenix
An open-source observability platform for experimenting with, evaluating, and debugging LLM applications.
Fullstack Dev Skills Plugin
Adds a set of 19 specialized skills to Claude Code covering full-stack development across many languages and frameworks.
HexStrike AI
Gives AI agents access to more than 70 professional security tools for autonomous offensive cybersecurity work.
QuantDinger (OpenByteInc)
An open-source AI trading operating system for building, backtesting, and running quant strategies across crypto, stocks, and forex.
Xiaozhi ESP32
A backend service for ESP32 hardware that lets developers quickly spin up custom smart control servers.
Zen
Coordinates multiple AI models together to sharpen Claude's code analysis, debugging, and collaborative development work.
QuantDinger (brokermr810)
A self-hosted AI trading platform for crypto, stocks, and forex covering research help, Python strategy coding, backtesting, and live execution.
Ghidra
Exposes Ghidra's core reverse-engineering features so LLMs can autonomously analyze and dissect compiled applications.
AWS
A suite of specialized servers that bring AWS best practices directly into your development workflow.
Desktop Commander
Adds terminal control, filesystem access, and file editing to Claude's desktop app.
Mcp-Go
A Go implementation of MCP that wires LLM applications up to external tools and data sources.
Openstatus
Combines status pages, uptime monitoring, and API monitoring-as-code to keep teams and users aware of service health.
Praison AI
A low-code framework for building and running multi-agent AI systems that tackle complex problems.
MCP Agent
A framework for building AI agents using MCP alongside composable workflow patterns.
Git
Turns any GitHub repository into an AI-readable documentation hub, giving coding assistants accurate context instead of guesses.
Higress
An AI-native API gateway for cloud-native apps that extends Envoy and Istio through Wasm plugins.
Fonoster
A cloud-based, programmable telecom stack for hooking telephony services up to the internet.
YouTube Transcript
Pulls transcripts and subtitles from YouTube videos, including auto-generated ones, with no API key or headless browser needed.
NotebookLM
Connects a local Claude Code setup to Google NotebookLM so it can pull citation-backed answers from your uploaded documents.
Osaurus
An always-on macOS edge runtime that runs local and cloud AI models and shares tools over MCP.
Code2Prompt
Packages a whole codebase into one well-structured prompt ready to feed into a large language model.
Steel Browser
Lets AI agents and apps automate web browsing without having to run and maintain their own browser infrastructure.
BrowserTools
Lets AI-powered apps observe and interact with browser data via a companion Chrome extension and MCP.
Firecrawl MCP
Turns any website into clean, LLM-ready content — scraping, crawling, and search with JavaScript rendering, batch processing, and automatic retries built in.
Bifrost
A high-performance, resilient AI gateway that routes requests to many different LLM providers through one unified API.
Unstract
Uses LLMs to turn unstructured documents into structured data, built for API deployments and ETL pipelines.
Cursor Talk to Figma
Bridges Cursor and Figma so AI agents can programmatically read and edit design files.
Browser
Lets AI apps drive a user's already-open browser window instead of launching a separate automated instance.
Windows
Gives AI agents direct access to control and interact with the Windows desktop OS.
ChatGPT AutoExpert
Boosts ChatGPT with detailed custom instructions tailored for both everyday conversation and specialized coding work.
Airweave
Pulls together many different data sources into one shared context layer that AI agents and RAG systems can query.
FLUJO
Chains AI models together with external tools and resources to run automated workflows via MCP.
GreptimeDB
A cloud-native database built for metrics, logs, and traces, with SQL, PromQL, and streaming analytics support.
MISP
Aggregates and shares cybersecurity threat indicators across teams and organizations.
Trafilatura
Pulls clean text and metadata out of web pages, exporting the results in several formats.
RealChar
Lets you build and chat with customizable AI characters in real time across web, mobile, and terminal.
XcodeBuild
Gives AI coding agents terminal-level control over building iOS and macOS Xcode projects.
Bridges WhatsApp messaging with large language models through MCP.
Semble
Delivers fast, accurate code search built specifically for AI agents to pull relevant snippets instantly.
Mobile Next
Provides a single, platform-agnostic interface for automating and testing native iOS and Android apps at scale.
Klavis AI
A toolkit for building and deploying open-source MCP integrations across Slack, Discord, and the web.
Serge
Runs a self-hosted chat UI and API for talking to local large language models through llama.cpp.
Atlassian Integration
Connects Confluence and Jira to MCP for smoother workflow automation and easier data access.
UltraRAG
A modular, low-code framework for building and researching advanced retrieval-augmented generation systems.
Genkit
An open-source framework for building AI-powered apps in Node.js and Go.
Playwright MCP (ExecuteAutomation)
A community Playwright MCP implementation that drives browsers and APIs for tasks like screenshotting and JavaScript execution.
Magic
Turns plain-language prompts into ready-to-use modern UI components right inside your IDE.
Jsondiffpatch
Diffs and patches JavaScript objects, producing small deltas you can apply or roll back.
Lemonade SDK
Serves, benchmarks, and deploys LLMs across a range of hardware platforms.
BrowserAct Skills
Automates browser sessions for AI agents, handling tricky sites, anti-bot defenses, and multiple isolated sessions at once.
Viper
An AI-assisted platform for running adversary simulations and red team exercises.
Finance Toolkit
Offers a broad set of transparent tools and methods for in-depth financial analysis.
Filesystem MCP Server
Anthropic's reference server for reading, writing, and searching files inside sandboxed local directories — the most commonly connected MCP server for giving an agent safe filesystem access.
Git MCP Server
A reference MCP server that runs Git commands — status, diff, log, commit, branch — against a local repository so an agent can inspect and manage version control without shelling out.
Puppeteer MCP Server
A reference MCP server that drives a headless or visible Chromium browser via Puppeteer — navigation, clicking, form filling, and screenshots — for simpler automation needs than a full test framework.
Supabase MCP
Supabase's official MCP server — query the database, run migrations, read logs, check security advisors, and generate TypeScript types directly from an agent, with read-only mode as a first-class safeguard.
PostgreSQL MCP Server
A read-only reference MCP server that lets an agent inspect a Postgres database's schema and run SELECT queries — a safe way to give an agent database context without write access.
SQLite MCP Server
A reference MCP server for local SQLite databases — run queries, inspect table schemas, and build up analysis against a single file with no database server to run.
Exa MCP
Gives an agent real, current web search built on Exa's AI-native search API — designed for retrieving high-quality sources rather than raw SERP scraping.
Brave Search MCP Server
A reference MCP server that gives an agent real-time web and local search results through the Brave Search API — a straightforward way to add current information retrieval.
Notion MCP
Notion's official MCP server — search, read, create, and update pages and databases directly from an agent, using the same permissions as your Notion integration.
Sequential Thinking MCP Server
A reference server that structures an agent's reasoning into explicit, revisable steps — useful for breaking down complex problems where the first approach often needs revision.
Knowledge Graph Memory MCP Server
A reference server that gives an agent persistent memory across sessions, stored as a simple local knowledge graph of entities, relations, and observations.
Figma Dev Mode MCP Server
Figma's official Dev Mode MCP server — runs locally inside the Figma desktop app and lets a coding agent pull real code, design variables, and images directly from a selected frame.
Fetch MCP Server
A minimal reference server that fetches a URL and converts its content to clean Markdown for an agent to read — the simplest way to give an agent basic web access.
Time MCP Server
A tiny reference server that gives an agent the current time in any timezone and converts times between timezones — useful whenever a task depends on knowing "now."
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