Discover Awesome MCP Servers

GuildBridge

A remote MCP server deployed on Cloudflare Workers that provides AI agents with authenticated, permission-aware access to Discord servers. It enables agents to read, search, and post messages while maintaining secure Role-Based Access Control via OAuth2.

VSCode Automation MCP

Enables AI agents to programmatically control and automate VSCode by interacting with its UI, executing commands, and inspecting the DOM structure. It supports advanced workflows like UI testing, extension development, and debugging through a standalone VSCode instance.

ESMfold MCP Server

Enables protein sequence analysis and structure prediction by extracting ESM-2 embeddings and batch processing FASTA files via Docker. It provides tools for large-scale embedding extraction, job monitoring, and model management within an MCP-compatible environment.

Slack Notifications MCP Server

Enables interaction with Slack channels including checking Xcode Cloud build status, reading and searching messages, sending messages, and listing channels.

Figma MCP Server

AIを活用したコーディングツール（Cursor、Windsurf、Clineなど）がFigmaのデザインファイルにアクセスできるようになり、Figmaのデザインから直接、より正確なコード生成が可能になります。

OParl MCP Server

Provides AI models with seamless access to OParl parliamentary data APIs through the Model Context Protocol. Enables natural language queries for parliamentary meetings, documents, organizations, representatives, and other government data across multiple OParl implementations.

Expense Tracker MCP Server

An AI-powered financial management engine that enables budgeting, smart expense tracking, and affordability analytics via the Model Context Protocol. It allows AI assistants to interact with financial data through natural language for tasks like category detection, bulk expense ingestion, and budget impact predictions.

Volterra Knowledge Engine

A read-only Model Context Protocol server that exposes a semantic knowledge base to AI agents via 27 tools. It enables querying of documents and data integrated from sources like Notion, SharePoint, HubSpot, and Slack.

Figma MCP Server

A server implementation that enables interaction with Figma API through Model Context Protocol (MCP), supporting plugin and widget development with WebSocket communication capabilities.

icogenie-mcp

AI-powered SVG icon generation MCP server. Generate production-ready SVG icons from text descriptions with customizable styles, sizes, and themes.

Python Codebase Analysis RAG System

An MCP server that analyzes Python codebases using AST, stores code elements in a vector database, and enables natural language queries about code structure and functionality using RAG with Google's Gemini models.

Tokens MCP

トークンメトリクス用のMCPサーバー

New Relic NerdGraph MCP Server

New Relic 非公式 MCP サーバー (アルファ)

blender-mcp

MCP server to run code in Blender

MarkdownLM MCP Server

Provides a persistent memory and governance layer that allows AI coding agents to query documented architecture rules and validate code against team standards. It enables agents to verify compliance across categories like security and testing before suggesting changes to ensure consistency across development sessions.

Cordum_io

The Control Plane for Autonomous AI Enforce policy before execution, require human approvals where risk demands it, and keep a full audit trail — from first action to final result.

Sleeper Fantasy MCP

Enables comprehensive Sleeper Fantasy Football integration with Claude, providing real-time player projections, historical performance analytics, league management, and waiver wire analysis. Supports advanced NFL metrics, lineup optimization, and matchup analysis for fantasy football decision-making.

MCP Advisor

A discovery and recommendation service that helps AI assistants find Model Context Protocol servers based on natural language queries.

AlphaGenome MCP Server

Enables AI-powered genomic variant analysis including variant impact prediction, regulatory element discovery, and batch variant scoring. Currently operates in mock mode as a proof-of-concept awaiting the public release of Google DeepMind's AlphaGenome API.

Daytona MCP Python Interpreter

A Model Context Protocol server that allows execution of Python code within Daytona workspaces, providing a secure and isolated environment for executing and managing Python scripts.

Brawl Stars MCP

Provides AI assistants with access to real-time Brawl Stars game data including player statistics, club information, brawler details, battle logs, and current events through the Brawl Stars API.

MCP Spotify AI Assistant

Enables Claude to control Spotify features including playback control, playlist management, search, and accessing user's listening history and preferences through the Spotify API.

LinkedIn Scraper MCP Server

Enables extraction of comprehensive LinkedIn profile data including experience, education, skills, and contact information through browser automation. Requires manual LinkedIn credentials input and uses anti-detection measures for reliable scraping.

BioContextAI Knowledgebase MCP

An MCP server that provides standardized access to biomedical knowledge bases and resources, enabling AI systems to retrieve verified information from sources like bioRxiv, EuropePMC, and various protein/gene databases.

n8n MCP Server

Enables creation, management, and execution of n8n workflows through a secure HTTP API. Provides tools to build workflows with schema validation, activate/deactivate them, and execute automation tasks programmatically.

AuthWeaver MCP

Extracts prior-authorization evidence from synthetic FHIR data to create structured evidence packets for clinicians. It utilizes an LLM to identify medical-necessity details and clinical summaries from FHIR resources.

Anchor MCP

Provides persistent, local-first long-term memory for LLMs using Voronoi-partitioned vector storage and local embeddings. It enables users to store, recall, and automatically retrieve project context and preferences entirely on their own machine.

Kanban MCP

A comprehensive project management system that provides a full-featured Kanban board and dashboard accessible to AI agents. It enables agents to programmatically manage projects, tasks, and workflows through a suite of 13 specialized tools and 4 resource types.

Qweather Mcp Server

和風天気API MCPサービス (練習用)