MCP Tools

HexStrike AI is an advanced MCP server that lets AI agents autonomously run 150+ cybersecurity tools for automated pentesting, vulnerability discovery, and security research.

A unified Model Context Protocol server implementation that aggregates multiple MCP servers into one.

21st Magic MCP is a frontend-focused MCP server providing v0-like AI component generation capabilities inside Cursor, WindSurf, Cline, and other IDEs.

Security scanner for AI agent tool definitions that detects security vulnerabilities and configuration risks in agent tool interfaces.

Lightweight MCP gateway that instantly transforms existing MCP Servers and APIs into MCP servers with zero code changes.

A fully-featured, GUI-powered local LLM Agent sandbox with complete MCP protocol support.

Dynamically convert OpenAPI specs into AI agent tools for automatic API-to-tool transformation.

CodeGraphContext is an MCP server that indexes local codebases into a graph database, providing structural context to AI coding assistants for precise code understanding and navigation.

A curated list of awesome Claude Skills, resources and tools for customizing Claude AI workflows.

An open-source MCP client that provides unified access to Model Context Protocol tools, enabling integration of any MCP server into AI applications with simplified tool calling.

An MCP bridge connecting AI assistants to the Unity Editor, enabling LLMs like Claude and Cursor to manage assets, control scenes, edit scripts, and automate game development tasks through natural language.

High-performance code intelligence MCP server that indexes codebases into a persistent knowledge graph, supporting 66 languages with sub-millisecond queries and 99% fewer tokens.

Asynchronous coordination layer for AI coding agents providing identities, inboxes, searchable threads, and advisory file leases over FastMCP, Git, and SQLite.

WebMCP starter demo with a DoorDash-style food delivery app featuring 9 AI agent tools (imperative and declarative patterns).

PentestAgent is an AI agent framework for black-box security testing, supporting bug bounty, red-team, and penetration testing workflows.

MCP server that provides Figma layout information to AI coding agents like Cursor, enabling precise design-to-code conversion.

AI session memory with Think-Execute-Reflect quality loops. Built on the Intelligent Distance principle to give your agent a brain that survives every session.

PowerPoint MCP server using python-pptx, enabling AI assistants to create, edit, and manipulate PowerPoint presentations through the MCP protocol.

Microsoft Word MCP server providing AI assistants with document creation, editing, and manipulation capabilities through the MCP protocol.

Vibe-Trading is an open-source personal trading agent stack that combines LLMs, MCP tooling, and multi-agent workflows for algorithmic trading and backtesting.

An AI Gateway, registry, and proxy by IBM that sits in front of any MCP, A2A, or REST/gRPC APIs, exposing a unified endpoint with centralized discovery, guardrails, and management.

MCP integration platform that lets AI agents use tools reliably at any scale, providing MCP servers, clients, and integration solutions for production agent workflows.

MCP server for Ghidra reverse engineering platform, enabling AI agents to autonomously perform binary analysis and vulnerability discovery.

Agent-native flight search & booking. Saved $116 across 5 routes vs Google Flights (verified). 400+ airlines in 5 seconds.

Development platform to debug, chat, inspect, and evaluate MCP servers and apps for faster MCP development.

MCP server that interacts with Obsidian via the Obsidian REST API community plugin, enabling AI agents to manage notes.

Brazilian public API MCP server collection, integrating 70+ Brazilian government open APIs for AI assistants to access rich Brazilian public service data.

Official MiniMax MCP server enabling Text-to-Speech, image generation, and video generation APIs through the MCP protocol for multimodal AI agent capabilities.

An enhanced MCP server for interactive user feedback and command execution in AI-assisted development, with dual Web UI and desktop app support, intelligent environment detection, and cross-platform compatibility.

A low-code MCP framework for building complex and innovative RAG pipelines. Combines visual pipeline design with MCP protocol integration for end-to-end RAG — from data ingestion and chunking to retrieval and generation.

MCP server implementation exposing document processing capabilities through the Model Context Protocol for AI agent document handling.

A protocol where two conversational AI agents switch from English to a sound-level protocol after confirming they are both AI agents, improving inter-agent communication efficiency.

A spec-driven development workflow MCP server for AI-assisted software development, featuring a real-time web dashboard and VSCode extension for monitoring and managing project progress in AI coding workflows.

A curated list of awesome LLM and AI Agent Skills, resources and tools for customising AI Agent workflows. Works with Claude Code, Codex, Gemini CLI and custom agents.

Middleware providing an OpenAI-compatible API endpoint that bridges MCP tools to any client or framework supporting the OpenAI API format

The SchemaPin protocol for cryptographically signing and verifying AI agent tool schemas to prevent tampering and supply chain attacks.

An MCP adapter that bridges the Abilities API to the Model Context Protocol, enabling MCP clients to discover and invoke WordPress plugin, theme, and core abilities programmatically.

Enterprise-ready MCP Gateway and Registry that centralizes AI development tools with secure OAuth authentication, dynamic tool discovery, and unified access with Keycloak/Entra integration.

The open-source RAG platform with built-in citations, deep research, 22+ file formats, partitions, and MCP server.

MCP server for Blender that enables AI agents to directly control the 3D modeling software for natural language-driven scene creation, model manipulation, and rendering automation.

ACI.dev is an open-source tool-calling platform that hooks up 600+ tools into any agentic IDE or custom AI agent through direct function calling or a unified MCP server.

A persistent memory system for AI coding assistants, using MCP to share project knowledge across Claude Code, Cursor, Copilot, Windsurf, Cline, and similar tools.

Skybridge is a full-stack TypeScript framework for MCP Apps and ChatGPT Apps. Type-safe. React-powered. Platform-agnostic.

A visualization MCP server by AntV with 25+ chart types, enabling AI assistants to generate line charts, bar charts, pie charts, maps, and more through MCP for data analysis and reporting.

MCP server that enables AI agents to extract data from social media, search engines, maps, and e-commerce sites using thousands of Apify scrapers.

Another curated list of awesome MCP servers, collecting a large number of open-source Model Context Protocol server implementations covering databases, file systems, API integrations, and more.

Grounded Docs MCP Server providing precise technical documentation retrieval for AI coding assistants, an open-source alternative to Context7.

Enterprise AI Platform with guardrails, MCP registry, gateway and orchestrator — comprehensive AI agent governance and management.

Official MCP server collection from AWS, providing AI agents with integration to core AWS services including Lambda, S3, DynamoDB, and Bedrock.

PAL MCP Server unifies Claude Code, GeminiCLI, and CodexCLI with multiple LLM providers (Gemini, OpenAI, OpenRouter, Azure, Grok, Ollama, and custom models) into a single collaborative MCP service.

Model Context Protocol server for searching and analyzing arXiv papers, enabling AI agents to retrieve and deeply analyze academic research

An MCP integration for Roblox Studio that enables AI agents to participate in game-development workflows, resource editing, and automation.

Powerful MCP server providing all-in-one public web access for AI agents with web scraping and structured data extraction.

Automated QA testing MCP tool using Browser-Use agents, leveraging AI agents for browser-based automated quality assurance testing.

Browserbase MCP server allows LLMs to control a browser with Browserbase and Stagehand, providing cloud-based browser automation capabilities for AI agents including web interaction, data scraping, and automated testing.

BrowserMCP is a browser extension-based MCP server that allows AI applications like Claude and Cursor to directly control and automate your browser.

BrowserWing turns browser actions into MCP commands or Claude Skills, allowing AI agents to control browsers efficiently and reliably with reduced dependency on heavy LLM interactions.

Zero-dependency, token-efficient database MCP server for Postgres, MySQL, SQL Server, MariaDB, and SQLite.

An open-source implementation of Programmatic Tool Calling that demonstrates how agents can execute code and invoke tools through MCP-style mechanisms.

Token compression tool that compresses tool outputs, logs, files, and RAG chunks before they reach the LLM, reducing 60-95% of tokens while maintaining answer quality. Available as library, proxy, or MCP server.

Official Cloudflare MCP server enabling AI agents to access and manage Cloudflare services including Workers, KV, R2 and more.

A high-performance MCP server implementation built in Elixir by CloudWalk, focused on AI agent tool calling in financial scenarios with reliable messaging.

MCP server for the Godot game engine, providing tools for launching the editor, running projects, and capturing debug output for AI-assisted game development.

An MCP server powered by Mem0 for long-term agent memory, supporting user preference memory, context-aware retrieval, and cross-session memory persistence, also useful as a Python MCP server development template.

An open-source multi-agent chat interface for managing multiple agents in one dynamic conversation and connecting MCP servers for deeper research.

Marketing skills for Claude Code and AI agents, covering CRO, copywriting, SEO, analytics and growth engineering.

CUGA is an open-source generalist agent harness for the enterprise, supporting complex task execution on web and APIs, OpenAPI/MCP integrations, composable architecture, reasoning modes, and policy-aware features.

Windows MCP is an MCP server for the Windows desktop, providing AI agents with computer-use capabilities for desktop automation and system operations.

Free, private, UI-based tech documentation MCP server designed for coders and AI coding assistants with precise doc retrieval.

An MCP for Claude Desktop, Claude Code, Windsurf, and Cursor to build n8n workflows through natural language interaction.

Official data.gouv.fr MCP server for the French national open data platform, enabling AI chatbots to search, explore, and analyze French government datasets.

MCP server for Jupyter that enables AI agents to interact with Jupyter kernels, execute code, and manage notebooks.

MySQL MCP server enabling secure interaction between AI assistants and MySQL databases, supporting query execution and data manipulation.

Real virtual desktops for AI agents. MCP-native, self-hosted, and fully isolated. Ideal for secure execution of GUI-interacting agents.

The official Docker MCP registry for centralized discovery, distribution, and management of MCP servers, providing standardized tool access for AI agents.

A local-first AI agent memory system with offline Markdown storage, hybrid search, MCP support, and a web dashboard.

Official ElevenLabs MCP server providing AI assistants with high-quality speech synthesis and voice cloning capabilities.

An MCP server and CLI that turns the browser into an API, allowing AI agents to control Chrome with existing login sessions for web operations, data scraping, and automation tasks without re-authentication.

Code, Build and Evaluate agents - excellent Model and Skills/MCP/ACP Support.

The official Exa MCP server providing AI coding assistants and chat tools with powerful web search and crawling capabilities, including semantic search, precise content extraction, and deep crawling for real-time web information.

Playwright Model Context Protocol server for automating browsers and APIs in Claude Desktop, Cline, Cursor IDE and other AI coding tools

A command-line interface for interacting with MCP (Model Context Protocol) servers using both stdio and HTTP transport.

Open-source agent platform for Global × China enterprises — wire every system through one agent core. Self-hosted, any LLM.

MCP server for interacting with the Financial Datasets stock market API for AI agent financial data analysis.

Official Firecrawl MCP Server that adds powerful web scraping and search capabilities to Cursor, Claude, and other LLM clients.

Security toolkit for AI agents to scan dangerous skills and MCP configs, monitor supply chain attacks, test prompt injection resistance, and audit live MCP servers for tool poisoning.

MCP server and CLI by Sentry providing AI agents with build, test, and development tools for iOS and macOS projects.

Opinionated agentic RAG powered by LanceDB, Pydantic AI, and Docling.

GitHub's official MCP Server providing standardized access to GitHub APIs for AI agents, supporting repository management, issue handling, and PR operations.

Golf MCP is a production-ready MCP Server framework with built-in auth, observability, debugger, telemetry, and runtime for building secure AI agent infrastructure.

MCP Toolbox is an open-source MCP server for databases by Google, enabling agent access to PostgreSQL, MySQL, BigQuery, Spanner, and more.

A unified CLI for Google Workspace covering Drive, Gmail, Calendar, Sheets, Docs and more, with built-in AI agent skills for automation.

TalkToFigma is an MCP integration tool that enables AI agents (Cursor, Claude Code) to communicate with Figma for reading designs and modifying them programmatically.

Official Grafana MCP server enabling AI agents to query dashboards, manage alerts, and analyze monitoring data for intelligent ops.

MCPAdapt is an adapter library that unlocks 650+ MCP server tools for use in popular agentic frameworks like LangChain, LlamaIndex, and more.

AI Agent Gateway to install MCP servers and skills once and share across all AI agents with unified tool management.

A Chrome extension-based MCP server that exposes browser functionality to AI assistants, enabling complex browser automation, content analysis, and semantic search.

Model Context Protocol server for Excel file manipulation, enabling AI agents to read, create and modify spreadsheets

A deliberately vulnerable MCP server for security education, containing multiple MCP protocol vulnerability scenarios to help developers understand and prevent agent security risks.

The Unofficial and Awesome Home Assistant MCP Server — enables AI assistants to interact with smart home systems via the Model Context Protocol for intelligent device control and automation.

GitMCP is a free remote MCP server that enables AI agents to understand and access any GitHub project repository, eliminating code hallucinations.

An MCP server for SearXNG, providing AI agents with privacy-friendly meta search engine capabilities.

MCP Language Server gives MCP-enabled clients access to semantic code tools like go-to-definition, find-references, rename, and diagnostics, providing AI agents with precise code navigation capabilities.

Agent skills for Obsidian. Teach your agent to use Markdown, Bases, JSON Canvas, and use the CLI.

An MCP server for AI agent memory backed by Neo4j knowledge graphs, useful for structured long-term context and relationship data.

Laravel-focused MCP server for augmenting your AI-powered local development experience. Deeply integrates AI coding assistants with the Laravel ecosystem.

mcp-agent is LastMile AI's toolkit for building agents around Model Context Protocol integrations, making it easier to connect MCP tools into multi-step workflows.

An AI agent framework built with Rust focusing on performance and security. Supports MCP protocol integration, composable toolchains, and distributed agent execution.

MCP server for n8n automation platform, enabling AI agents to interact with n8n API to manage workflows and automation tasks via natural language.

WhatsApp MCP Server provides AI assistants with WhatsApp messaging capabilities, enabling LLMs like Claude to interact with WhatsApp directly via the MCP protocol.

A hands-on Java and Spring AI project for building AI agents with RAG, tool calling, MCP, and ReAct-style autonomous planning.

A PHP implementation of the Model Context Protocol SDK, enabling PHP developers to build MCP servers and clients with standard transport and tool registration.

Open-source AI agent firewall for MCP security providing agent egress control, DLP, SSRF protection, and prompt injection defense.

An MCP-native browser agent that gives AI systems a real browser for web tasks while keeping a human in the loop.

The official Notion MCP server enabling AI assistants to directly read and manipulate pages, databases, and content in Notion workspaces, with full API support for search, creation, and editing.

Go implementation of the Model Context Protocol SDK enabling seamless integration between LLM applications and external data sources and tools

MCP Use is a Model Context Protocol orchestration project that helps agents connect to MCP servers, unify tool invocation, and improve portability across toolchains.

Firecrawl is the Web Data API for AI, turning web pages into clean, structured, LLM-friendly data with crawl, scrape, and search capabilities.

Catalog of official Microsoft MCP server implementations for AI-powered data access and tool integration.

Official Microsoft collection of Skills, MCP servers, Custom Agents, and Agents.md for SDKs to ground coding agents.

Official Microsoft Learn MCP Server and CLI tool, powering LLMs and AI agents with real-time, trusted Microsoft docs and code samples.

Context Mode is a context window optimization tool for AI coding agents that sandboxes tool output for 98% context reduction across 12 major platforms.

Model Context Protocol server for mobile automation and scraping on iOS, Android, emulators, simulators and real devices

The official C# SDK for the Model Context Protocol, maintained in collaboration with Microsoft, enabling developers to build MCP servers and clients in the .NET ecosystem.

Official spec and SDK of MCP Apps protocol - the standard for UIs embedded in AI chatbots, served by MCP servers, enabling interactive user interfaces directly from MCP tools.

The official Go SDK for the Model Context Protocol, maintained in collaboration with Google, enabling developers to build MCP servers and clients in the Go ecosystem.

MCP Inspector is a debugging and inspection tool for the Model Context Protocol ecosystem, useful for validating MCP server behavior and troubleshooting integrations.

The official Java SDK for Model Context Protocol servers and clients, maintained in collaboration with Spring AI, enabling MCP tool calling and context management in Java applications.

Model Context Protocol (MCP) is an open protocol initiated by Anthropic, defining standardized interfaces for AI models to interact with external tools and data sources — the infrastructure of the agent tool-use ecosystem.

MCP Python SDK is the official Python implementation for building MCP servers and agent-side integrations with a standardized tool protocol.

The official community-driven registry service for Model Context Protocol servers, providing discovery, publishing, and version management for the MCP ecosystem.

MCP Servers provides a large collection of reusable Model Context Protocol server implementations, giving agents standardized tool capabilities.

MCP TypeScript SDK is the official TypeScript implementation for building MCP servers and clients, standardizing protocol integrations across JS/TS agent ecosystems.

A single interface to use and evaluate different agent frameworks.

An AI agent skill that researches any topic across Reddit, X, YouTube, HN, Polymarket and the web, then synthesizes a grounded summary.

A cross-platform desktop AI assistant and MCP client compatible with major LLM providers, featuring local knowledge base support and MCP server integration for a unified chat and tool-use experience.

GoClaw - GoClaw is OpenClaw rebuilt in Go — with multi-tenant isolation, 5-layer security, and native concurrency. Deploy AI agent teams at scale without compromising on safety.

From a goal to a task DAG, automatically. TypeScript-native multi-agent orchestration with MCP and live tracing. Three runtime dependencies.

A simple, secure MCP-to-OpenAPI proxy server that converts MCP tools into OpenAI-compatible API endpoints for seamless integration with any AI application.

Versatile, UI-agnostic OpenAI-compatible plugin framework for adding custom pipelines like content filtering, RAG enhancement, and tool calling to any AI chat interface.

Official sample application for OpenAI Computer Using Agent (CUA). Learn how to use CUA via the API on multiple computer environments.

Desktop and web interface for OpenCode AI agent, providing a graphical UI for managing agent sessions, MCP server configurations, and task execution.

Powerful MCP toolkit for coding that provides semantic retrieval and editing capabilities, serving as an IDE for AI agents

A comprehensive tutorial repository for learning AI agent development, covering OpenAI Agents SDK, LangGraph, MCP protocol, and more with hands-on projects.

Context management for Claude Code with hooks for state maintenance via ledgers and handoffs. Enables MCP execution without context pollution and agent orchestration with isolated context windows for long-running conversations.

Official MCP server implementation for the Perplexity API Platform, enabling AI agents to leverage search capabilities.

A vector-search-powered MCP server for agent memory, providing queryable long-term context storage for AI assistants.

A comprehensive MCP server that gives AI assistants task management, project-specific storage, and agent memory capabilities for long-lived project context.

An LLM-based data-analysis agent for dbt projects that automates exploration of models and project structure via a remote MCP server.

FastMCP is a fast, Pythonic library for building MCP servers and clients with over 1 million daily downloads, making it easy to create Model Context Protocol tools.

A curated collection of hundreds of community-verified MCP server implementations spanning databases, search engines, dev tools, browser automation, and more, helping developers quickly discover and integrate MCP services for their use cases.

A fast TypeScript framework for building MCP servers with a clean, developer-friendly API for creating Model Context Protocol tools and services.

Official Qdrant MCP server implementation, enabling AI assistants to interact with Qdrant vector database for semantic search and knowledge storage.

An MCP client for Neovim that seamlessly integrates MCP servers into your editing workflow with an intuitive interface for managing, testing, and using MCP servers with your favorite chat plugins.

Chrome extension & CLI to let agents control your browser. Runs Playwright snippets in a stateful sandbox. Available as CLI or MCP.

Calendar sync tool and universal calendar MCP server for aggregating, syncing, and controlling calendars across Google, Outlook, Office 365, iCloud, and CalDAV.

Open-source Agent Operating System.

Connect AI models like Claude & GPT with robots using MCP and ROS protocols, enabling AI-driven robot control and interaction.

Wrap Gemini CLI, Antigravity, ChatGPT Codex, Claude Code as an OpenAI/Gemini/Claude/Codex compatible API service for unified agent access.

Unified hub for centrally managing and dynamically orchestrating multiple MCP servers and APIs with flexible routing.

An installable library of 1,400+ agentic skills for Claude Code, Cursor, Codex CLI, Gemini CLI and more, with installer CLI, bundles and workflows.

A Burp Suite extension that adds MCP tooling, AI-assisted analysis, privacy controls, and passive or active scanning to security testing workflows.

Security scanner for AI agents, MCP servers, and agent skills by Snyk — detect and fix security vulnerabilities before deployment.

MCP server for Atlassian tools (Confluence, Jira) that enables AI agents to directly read and interact with Jira issues, Confluence pages, and enterprise collaboration data.

MCP Sequential Thinking server that recommends the most effective MCP tools at each reasoning stage, enhancing AI agent tool selection

An enterprise-grade platform for running and managing MCP servers with containerized deployment, security isolation, network policies, resource limits, and unified management of large-scale MCP server fleets via Kubernetes or Docker.

MCP Gateway is a gateway layer for Model Context Protocol integrations, providing unified access, permission boundaries, and routing control between agents and tool services.

macOS CLI and MCP server enabling AI agents to capture screenshots with optional visual question answering via AI models.

Scan your dev machine for AI agents, MCP servers, IDE extensions, and suspicious packages in seconds. Identify potential security threats to keep your development environment safe.

Open-source MCP server for LinkedIn. Enables Claude and any MCP-compatible AI assistant to access profiles, companies, jobs, and messages.

Collection of Apple-native tools for the Model Context Protocol, giving AI agents access to macOS system features like Notes, Calendar, Reminders and more

MCP server for MicroSandbox that gives AI agents secure sandboxed execution environments for running untrusted code.

Open-source self-hosted AI agent runtime and multi-agent framework for autonomous swarms, with persistent memory, MCP tools, schedules, delegation, and support for many LLM providers.

Library to expose FastAPI endpoints as Model Context Protocol tools with authentication support, enabling AI agents to call existing APIs directly

Official Taskade MCP server and OpenAPI to MCP codegen for building AI agent tools from any OpenAPI specification.

Comprehensive Google Workspace MCP server and CLI tool for controlling Gmail, Calendar, Docs, Sheets, Slides, Chat, Forms, Tasks, Search and Drive with AI.

Comprehensive Google Workspace MCP server enabling AI control of Gmail, Calendar, Docs, Sheets, Drive, and more Google applications.

A Go implementation of the Model Context Protocol SDK, providing complete tooling for building MCP servers and clients in Go.

Turn any API into a paid MCP service instantly. Helps developers wrap existing APIs into MCP-compatible agent tools for AI agent capability extension.

An MCP server for OpenAI Codex CLI, enabling Codex to call external tools and resources through the standard MCP protocol.

Deep Research enables deep research using any LLM provider, offering SSE API and MCP server support with OpenAI, Gemini, DeepSeek, Ollama, and more.

Vercel's official collection of agent skills, providing practical skill modules and tools for AI coding agents.

The community edition of Pica, the agentic tooling platform.

DesktopCommanderMCP is an MCP server that gives AI assistants like Claude terminal control, file system search, and diff file editing capabilities.

A curated list of Model Context Protocol (MCP) servers, collecting high-quality MCP server implementations from the community for developers to quickly discover and integrate the MCP tools they need.

A general-purpose Java agent built with Spring Boot, Spring AI, RAG, tool calling, and MCP, supporting multi-turn dialogue and persistent memory.

Full system prompts, internal tools and AI models from 40+ popular AI tools including Cursor, Devin, Windsurf, Manus, Lovable, and more.

An active tool-discovery framework for autonomous LLM agents, helping them discover and select MCP tools at runtime.

Model Context Protocol server for converting web pages, PDFs, Office documents and other formats to Markdown for AI agent consumption

Code search MCP for Claude Code and coding agents. Makes entire codebases available as context for AI coding assistants using vector-based semantic code search for precise understanding of large projects.