MCP Servers

Connect your agent to docs, search, browsers and your stack with the Model Context Protocol. Every entry links to its source.

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Everything

Reference / test server with prompts, resources, and tools.

Testing & debugging

Official

Fetch

Web content fetching and conversion for efficient LLM usage.

Documentation, Content creation

Official

Filesystem

Secure file operations with configurable access controls.

Official

Git

Tools to read, search, and manipulate Git repositories.

Documentation, Codebase understanding

Official

Memory

Knowledge graph-based persistent memory system.

Codebase understanding

Official

Sequential Thinking

Dynamic and reflective problem-solving through thought sequences.

Official

Time

Time and timezone conversion capabilities.

Official

Context7

Up-to-date library documentation and code examples for LLMs, straight from the source.

Claude Code, Cursor, Codex, Cline · Documentation, Codebase understanding

★ 64.1kCurated

hindsight

Hindsight: long-term memory for AI agents modeled on human memory.

Codebase understanding

★ 58k

codebase-memory-mcp

Indexes a repo into a persistent local knowledge graph of functions, classes, call chains, HTTP routes and cross-service links, using tree-sitter and LSP.

Codebase understanding

★ 48k

browser

Headless browser for AI and web automation with a built-in MCP server.

Frontend

★ 40.8k

playwright-mcp

Playwright browser automation: interact with web pages through structured accessibility snapshots.

Frontend, Documentation

★ 39k

github-mcp-server

GitHub integration for repository management, pull requests, issues and more.

Codebase understanding

★ 34.2k

blender-mcp

Connect AI assistants to Blender.

★ 33.1k

serena

Coding agent that uses language servers for symbolic code operations.

★ 31k

claude-task-master

Task management for AI-driven development: PRD parsing, task expansion, multi-provider support and selective tool loading to save context.

★ 28.3k

screenpipe

Local screen and audio capture with timestamped indexing, SQL and embedding storage, semantic search, history analysis and event-triggered actions.

Data & backend, Documentation

★ 22.2k

genai-toolbox

Open-source server providing easy, fast and secure database tools.

Data & backend

★ 16.8k

Figma-Context-MCP

Gives coding agents direct access to Figma data to implement designs in one shot.

Frontend

★ 16.1k

Skill_Seekers

Turn docs, GitHub repos, PDFs, videos, Confluence, Notion and Slack/Discord into AI skills and RAG knowledge, exportable to vector databases like Qdrant.

Data & backend, Documentation

★ 15.3k

actors-mcp-server

Use Apify Actors, pre-built cloud tools, to extract data from websites, e-commerce, social media, search engines, maps and more.

Documentation, Content creation

★ 14.4k

ida-pro-mcp

IDA Pro plugin for binary analysis: decompilation, disassembly and automatic malware analysis reports.

Codebase understanding

★ 13.3k

SeleniumBase

Browser automation, testing and bot-detection bypass using SeleniumBase CDP Mode with Chromium, including click-based CAPTCHA solving.

Testing & debugging, Frontend

★ 13.2k

inbox-zero

Inbox Zero features on top of Gmail, such as finding emails that need a reply or follow-up.

★ 12.9k

convex-backend

Convex database integration to introspect tables and functions and run one-off queries.

Data & backend

★ 12.8k

GhidraMCP

Autonomous reverse engineering with Ghidra: decompile binaries, rename methods and data, and list methods, classes, imports and exports.

★ 11.7k

mobile-mcp

Android and iOS app and device automation, development and app scraping on simulators, emulators and physical devices.

Documentation

★ 10.2k

DesktopCommanderMCP

Manage and execute programs, and read, write, search and edit code and text files.

Documentation, Content creation

★ 10.2k

mcp

Suite of servers for integrating with AWS services and resources.

★ 9.9k

git-mcp

Generic remote server that provides documentation for any GitHub repository or project.

Documentation, Codebase understanding

★ 8.5k

repowise

Codebase intelligence: indexes a repo into a dependency graph, git history, defect-risk code health, generated docs and architectural decisions.

Documentation, Codebase understanding

★ 8.1k

Firecrawl

Turn websites into clean markdown for your agent — crawl, scrape and search.

Claude Code, Cursor, Cline · Codebase understanding, Documentation

★ 7.8kCurated

openshorts

Turn long videos into vertical shorts: moment detection, face-tracked 9:16 reframing, captions, dubbing and publishing to TikTok, Instagram and YouTube.

Content creation

★ 7.4k

mcp

Automate your local Chrome browser.

Frontend

★ 7.3k

whatsapp-mcp

Search personal WhatsApp messages and contacts, and send messages to individuals or groups.

Documentation

★ 6.8k

jscpd

Duplicate code detection with jscpd: check snippets and files for copy/paste duplication against a scanned project before committing.

★ 6.5k

godot-mcp

Interact with the Godot game engine: edit, run and debug projects and manage scenes.

Testing & debugging

★ 6.5k

Magic (21st.dev)

Generate modern React UI components from natural language inside your editor.

Claude Code, Cursor, Cline · Frontend

★ 6.3kCurated

ouroboros

Local agent OS for spec-first AI coding: a replayable, ledger-recorded interview, seed, execute, evaluate and evolve loop that MCP clients can drive.

★ 6.3k

remove-ai-watermarks

Identify and remove AI watermarks and provenance metadata (Gemini and Veo marks, SynthID, C2PA, EXIF) in images and video you generated yourself, plus

Content creation

★ 6.3k

baserow

Baserow database integration: search and list tables, and create, read, update and delete rows.

Data & backend, Documentation

★ 6.3k

mcp-atlassian

Search, read, create and manage Confluence and Jira content, supporting Confluence Cloud, Jira Cloud and Jira Server/Data Center.

Documentation, Planning & architecture

★ 6.1k

openscreen

Free, open-source screen recorder and video editor that agents drive over stdio (the desktop app's own executable started with mcp): record the screen, trim,

Content creation

★ 5.8k

playwright-mcp-server

Browser automation and web scraping using Playwright.

Frontend, Documentation

★ 5.7k

wigolo

Local web search, fetching, crawling, extraction and research, with multi-engine search, local ML reranking, a SQLite cache and JavaScript rendering.

Data & backend, Documentation

★ 5.5k

FluxDown

Control the FluxDown multi-protocol download manager (HTTP, FTP, BitTorrent, HLS): add, list, pause, resume and remove downloads and manage queues.

★ 5.3k

agent-device

Discovery router for the agent-device CLI: status, install guidance, version-matched help and prompts for iOS, Android, tvOS, macOS and Linux automation.

★ 5.2k

Exa

Neural web search for agents — find pages by meaning, not keywords.

Claude Code, Cursor · Documentation, Codebase understanding

★ 5.2kCurated

tradingview-mcp

Screeners, multi-timeframe technical analysis, smart-money and volume scans, and walk-forward backtests for crypto, stocks, FX and futures.

★ 5.2k

Notion

Read and write Notion content from your agent via the official Notion MCP server.

Claude Code, Claude Desktop, Cursor · Documentation, Planning & architecture, Business work

★ 4.7kCurated

Unity-MCP

Integration for the Unity Editor and for games built with Unity.

★ 4.6k

mcp-obsidian

Interact with Obsidian via a REST API.

★ 4.5k

basic-memory

Local-first AI memory: a semantic knowledge graph of Markdown files that humans and LLMs both read and write, with optional cloud sync and team workspaces.

Codebase understanding, Content creation

★ 4.5k

codegraphcontext

Index local code into a graph database to give AI assistants context, with graphical code visualizations for humans.

Data & backend, Codebase understanding

★ 4.4k

excel-mcp-server

Excel workbook creation, data operations, formatting, charts, pivot tables and formulas.

Business work

★ 4.3k

kubefwd

Kubernetes bulk port forwarding with service discovery, /etc/hosts management, traffic monitoring and pod log streaming.

Deployment & ops

★ 4.2k

container-use

Containerized environments for coding agents: each agent works in its own fresh container and git branch, with execution history and terminal access.

Deployment & ops, Codebase understanding

★ 4.1k

radar

Query Kubernetes cluster topology, resources, events, logs and Helm/GitOps state across clusters via Radar, a Kubernetes visibility tool.

Deployment & ops, Data & backend

★ 4k

davinci-resolve-mcp

DaVinci Resolve integration for video editing, color grading, media management and project control.

Content creation

★ 3.9k

mcp-grafana

Search dashboards, investigate incidents and query datasources in your Grafana instance.

Data & backend, Documentation

★ 3.6k

google_workspace_mcp

Google Workspace integration covering Calendar, Drive, Gmail, Docs, Forms, Chat, Slides and Sheets.

Documentation, Content creation

★ 3.5k

postgres-mcp

Postgres development and operations: performance analysis, tuning and health checks.

Data & backend

★ 3.5k

Browserbase

Cloud browsers your agent can control for web interaction and data extraction.

Claude Code, Cursor · Testing & debugging, Frontend

★ 3.4kCurated

metorial

Integration platform connecting AI agents to many services through one interface, with OAuth, scaling and monitoring.

Deployment & ops

★ 3.4k

arxiv-mcp-server

Search arXiv papers, read original LaTeX sections, get BibTeX from arXiv metadata and set topic watches, with papers stored locally.

Documentation

★ 3.2k

shadcn-ui-mcp-server

Access shadcn/ui v4 components, blocks, demos and metadata.

Frontend

★ 3.1k

markdownify-mcp

Convert almost any file or web content into Markdown.

Content creation

★ 3k

supabase-mcp

Connect to your Supabase project to manage tables, fetch config and query data.

Data & backend, Documentation

★ 3k

jadx-ai-mcp

JADX decompiler plugin providing live, LLM-assisted reverse engineering.

★ 3k

NoteDiscovery

Self-hosted Markdown knowledge base with a web UI: search, read, create, edit, tag and template notes.

Frontend, Documentation

★ 2.9k

open-ontologies

Ontology engineering for OWL, RDF and SPARQL: validate, query, diff, lint, version and govern knowledge graphs on an Oxigraph triple store.

Data & backend, Review & security

★ 2.8k

metatool-app

MetaMCP: unified middleware MCP server that manages your MCP connections through a GUI.

★ 2.7k

semiotic

Semiotic React data visualization: suggest charts for a dataset, render validated configs to SVG, diagnose anti-patterns and fetch component schemas.

Frontend, Documentation

★ 2.7k

brightdata-mcp

Discover, extract and interact with the web via Bright Data, one interface for automated access to the public internet.

Documentation

★ 2.7k

crosspaste-desktop

Cross-device clipboard manager: search synced clipboard history, read OCR text from copied images and add new clipboard items.

Documentation, Content creation

★ 2.7k

Tavily

Search and data extraction built for AI assistants.

Claude Code, Cursor · Documentation

★ 2.5kCurated

webclaw

Web scraping, crawling, extraction, summarization, diffing and research, using TLS fingerprinting to bypass anti-bot checks without a browser.

Frontend, Documentation

★ 2.4k

memanto

Universal memory agent for AI: provides semantic search, namespace management, text/vector operations and RAG for local or remote environments.

Documentation, Codebase understanding

★ 2.4k

beelzebub

Honeypot framework for building decoy MCP tools that an agent would never use in normal work, to detect prompt injection and malicious agent behavior.

★ 2.2k

LetsFG

Search and book flights from hundreds of airlines, plus hotels; nothing is booked until you approve by email.

Documentation, Business work

★ 2.2k

Kubernetes MCP Server

Kubernetes and OpenShift management: CRUD operations on any resource plus specialized cluster tools.

Deployment & ops

★ 2.2k

ios-simulator-mcp

Interact with iOS simulators: get simulator information, control UI interactions and inspect UI elements.

Frontend

★ 2.2k

mcp-server-mysql

MySQL database integration with configurable access controls and schema inspection.

Data & backend

★ 2.2k

boss-agent-cli

BOSS Zhipin recruitment workflow: job search, benefits filtering, recruiter messaging, pipeline tracking and resume optimization.

Documentation, Planning & architecture

★ 2.2k

mcp-shrimp-task-manager

Task management for coding agents with task memory, self-reflection and dependency management.

Codebase understanding

★ 2.1k

mcp-memory-service

Memory service with semantic search, persistent storage and autonomous memory consolidation.

Documentation, Codebase understanding

★ 2.1k

mcp-cli

CLI tool for testing MCP servers.

Testing & debugging

★ 2k

mcp-unity

Unity game engine integration for game development.

★ 2k

telegram-mcp

Telegram API integration: access user data, manage dialogs (chats, channels, groups), retrieve and send messages, and handle read status.

★ 2k

open-webSearch

Multi-engine web search across Bing, Baidu, DuckDuckGo, Brave, Exa and CSDN.

Documentation

★ 1.9k

stack-chan

M5Stack-based robot with an MCP server for AI-controlled interactions and emotions.

★ 1.8k

MeiGen-AI-Design-MCP

Image generation and editing with a curated prompt library, prompt enhancement and routing across local ComfyUI, MeiGen Cloud and OpenAI-compatible APIs.

Frontend, Content creation

★ 1.8k

anyquery

Query apps with SQL from a single local-first binary; also connects to PostgreSQL, MySQL and SQLite-compatible databases.

Data & backend

★ 1.8k

Something missing or broken? Submit a skill or MCP server or tell us.

Setup instructions and compatibility are compiled from publisher docs and community reports, not hands-on testing, unless a step is marked Tested. Check the source before relying on a setup.