Discover Awesome MCP Servers

figma-console-mcp-autodocs

Enables AI assistants to read, create, and modify Figma designs, synchronize design tokens bidirectionally, and auto-document component-variant sets via Obra Autodocs integration.

MCP Bridge

Converts existing HTTP operations and cURL commands into structured, local-first MCP tools that AI agents can call safely.

Google Ad Manager MCP Server

Enables AI assistants to manage Google Ad Manager campaigns, line items, creatives, and advertisers through natural language, automating ad operations that normally require countless clicks through the UI.

pons-hoodly MCP Server

Enables AI assistants to interact with the pons token launchpad on Robinhood Chain for token discovery, verification, price tracking, and trading with built-in safety controls and user approval.

Tapetide MCP Server

Connects AI assistants to real-time Indian stock market data with 34 tools for search, screening, analysis, portfolio tracking, and market insights across all NSE and BSE stocks.

MCPLab

MCP (Model Context Protocol) のサーバー・クライアントの例、コード、設計、チュートリアルについてですね。 日本語で情報を見つけるのは難しいかもしれませんが、英語であれば以下のキーワードで検索すると関連情報が見つかる可能性があります。 * "Model Context Protocol examples" * "MCP server client tutorial" * "MCP design patterns" * "MCP implementation" もし具体的なMCPのライブラリやフレームワークの名前が分かれば、それらと組み合わせて検索すると、より的確な情報が見つかるかもしれません。 例えば、もし特定のプログラミング言語 (Python, Java, C++など) での実装例を探しているのであれば、"MCP Python example" のように言語名を追加すると良いでしょう。 もしMCPについて具体的な質問があれば、詳細を教えていただけると、より的確な情報を提供できるかもしれません。

Fraim Context MCP

Enables semantic search of project documentation using hybrid vector and full-text search with fast and deep query modes for immediate results or complex multi-round synthesis.

EODHD MCP Server

Enables access to financial market data including EOD, intraday, fundamentals, news, and more via 75 read-only MCP tools.

RHACS MCP Server

MCP server for the Red Hat Advanced Cluster Security for Kubernetes API, providing LLM access to all 69 API services and 361 endpoints through six meta-tools for discovery, inspection, and direct API calls.

sales-db

Enables natural language querying of a sales SQLite database. Provides read-only SQL execution and database statistics tools, allowing AI to answer sales questions using everyday Japanese.

aperion-shield

Local guardrail proxy for AI coding agents. Wraps any MCP server (stdio or HTTP/SSE) and blocks destructive tool calls before they execute, with TOFU catalog pinning against rug pulls and tool-poisoning/result-injection scanning. Single Rust binary, Apache-2.0.

oh-my-cassette

Chat raw clips into a finished cut. Ingest local media, then drive a persistent multi-turn editing thread on the Cassette agent.

DA Live Admin MCP Server

Enables LLM assistants to manage Document Authoring (DA) repositories through the DA Live Admin API, supporting operations like listing, creating, updating, and deleting source files, managing configurations, and looking up media and fragment references.

reddit-mcp-mod

Enables Reddit moderation through tool-based access: reading, posting, mod queue management, user management, and report handling.

Adios MCP

Enables interacting with Adios workspaces, previews, builds, logs, and deployments from MCP clients. Hosted service at Adios, no local deployment needed.

MCP Server Directory

AIアプリケーション、開発、統合のためのモデルコンテキストプロトコルサーバーを見つけて共有しましょう。

Gaia-Protocol

Gaia Protocol—a planetary DAO for global resource management using quantum-entangled ledgers and algorithmic governance.

Robot Navigation MCP Server

Enables robot navigation control and monitoring through natural language. Provides tools for robot positioning, navigation to coordinates, device status monitoring, task management, and emergency controls.

Optical Context MCP

Compress OCR-heavy PDFs into dense packed images so agents can work with long visual documents.

forsale-mcp

Exposes Kuwait's 4Sale marketplace to LLM agents through 62 tools for searching listings, evaluating prices, detecting scams, and more, enabling live-data-driven answers.

GitKraken MCP

The GitKraken MCP Server turns your AI assistant into a context-aware development partner by connecting it to git history, branches, issues, pull requests, and multi-repo workflows through GitKraken. It works with all the providers you would expect from the GitKraken software suite such as GitHub, GitLab, Azure DevOps, Bitbucket, Jira, and more.

TestPilot MCP

Enables AI models (Claude, ChatGPT, GitHub Copilot) to run and analyze local tests, rerun failures, and orchestrate QA workflows using existing UI and API test frameworks.

Anki MCP Server

A Model Context Protocol server that bridges Claude AI with Anki flashcard app, allowing users to create and manage flashcards using natural language commands.

AI Workspace MCP Server

Provides a secure workspace for AI-driven file management and Python script execution designed to run on Vercel. It enables tools for full file operations and code execution within a sandboxed environment.

MCP File Operations Server

Enables secure file management operations within a documents folder, including reading, writing, listing, deleting files and creating directories. Supports all file types with path validation to prevent access outside the designated documents directory.

Make Monitor MCP

Read-only MCP server for monitoring Make.com scenario errors from ChatGPT, enabling listing scenarios, viewing recent errors, and getting execution details.

Production MCP Template

A production-grade, extensible Python template for building Model Context Protocol servers with support for Streamable HTTP and stdio transports. It provides a structured framework for implementing tools, resources, and prompts with built-in authentication, observability, and background task management.

MCP Ticket Server

Exposes a ticket classification tool that categorizes support tickets by severity, category, sentiment, and summary via MCP, using the Anthropic API for classification and packaged as a Claude Desktop extension.

Revit Converter MCP

AI-powered BIM tool that connects Claude to a Revit file conversion and BIM query service, enabling users to convert .rvt files to XKT, IFC, and DWG, and explore building elements through natural language.