Discover Awesome MCP Servers

Jira Prompts MCP Server

一个 MCP 服务器，提供多个命令，用于从 Jira 内容生成提示或上下文。

Knowledge Graph Memory Server

一个改进的持久性记忆实现，使用本地知识图谱，并提供可自定义的 `--memory-path` 参数。这使得 Claude 能够在多次对话中记住关于用户的信息。

NEXUS Memory MCP App

A sovereign, six-layer permanent memory system that provides users with a structured and persistent personal knowledge base across VS Code, Claude, and ChatGPT. It utilizes a neural mesh architecture and ENGRAM O(1) lookup to ensure data ownership and constant-time memory retrieval.

TermPipe MCP

Provides AI assistants with direct terminal access to execute commands, manage files, and run persistent REPL sessions. It features automated installation scripts that educate AI assistants on its capabilities for seamless integration.

PT-MCP (Paul Test Man Context Protocol)

Provides comprehensive codebase analysis and semantic understanding through integrated knowledge graphs, enabling AI assistants to understand project structure, patterns, dependencies, and context through multiple analysis tools and format generators.

ffmpeg-mcp

Enables comprehensive video and audio processing using FFmpeg, supporting tasks like metadata extraction, clipping, scaling, and adding transitions or overlays. It provides a high-performance interface for building media processing microservices via FastMCP.

GitHub PR Analyzer with Notion Integration

Fetches GitHub pull request information including file changes, diffs, and metadata, then creates analysis summaries in Notion pages.

Hedera MCP Server

A Model Context Protocol server that enables interactions with the Hedera network, providing tools for wallet creation, balance checking, transaction building, and sending signed transactions.

Cloudflare Playwright MCP

Enables AI assistants to perform web automation tasks such as navigation, typing, clicking, and taking screenshots using Playwright on Cloudflare Workers. This server allows LLMs to interact with and control a browser across platforms like Claude Desktop and GitHub Copilot.

Security MCP Server

Enables security scanning of codebases through integrated tools for secret detection, SCA, SAST, and DAST vulnerabilities, with AI-powered remediation suggestions based on findings.

MCP Docs Server

Aggregates documentation from multiple sources (llms.txt format or web scraping) and provides semantic search capabilities using vector embeddings and hybrid search for each documentation source.

play-sound-mcp-server

An MCP server that plays local sound files on macOS using the afplay command, allowing AI assistants to trigger audio notifications after responding.

BigQuery FinOps MCP Server

Enables cost optimization and financial operations for Google BigQuery through natural language interactions. Provides insights into BigQuery spending, usage patterns, and cost management recommendations.

JSON MCP Server

Provides powerful JSON manipulation tools through Model Context Protocol, enabling complex queries, schema generation, and validation with jq notation and native Node.js operations.

Owlvin MCP Server

Enables AI agents to access a wide range of AI tools and services through the Owlvin platform with a single integration. It manages authentication and billing automatically, allowing users to list available services, check credit balances, and execute specialized API calls.

Sourcegraph MCP Server

Provides AI-enhanced code search capabilities by integrating with Sourcegraph, allowing AI assistants to search across multiple repositories and codebases with advanced query syntax.

UCSC Genome Browser MCP Server

Provides comprehensive access to the UCSC Genome Browser API, enabling queries of genomic data, DNA sequences, gene annotations, variants, and metadata across multiple species and assemblies.

Clear Thought Server

Provide systematic thinking, mental models, and debugging approaches to enhance problem-solving capabilities. Enable structured reasoning and decision-making support for complex problems. Facilitate integration with MCP-compatible clients for advanced cognitive workflows.

Microsoft 365 Bookings MCP Server

Enables interaction with Microsoft Bookings through the Microsoft Graph API to manage businesses, staff members, services, and appointments.

Taskmaster MCP Server

Provides AI agents with simplified task management through a 4-step workflow (create session, define tasks, execute, complete) that works with any LLM without requiring complex thinking patterns.

NetMind ParsePro

Enables parsing PDF files from local paths or URLs into structured JSON or Markdown format using NetMind's AI-powered PDF extraction service.

microCMS MCP サーバ

在 MCP 服务器上启用 microCMS API。

MCP Sentry para Cursor

Um servidor MCP completo para integração com Sentry no Cursor, oferecendo 27 ferramentas para monitoramento de erros, performance e saúde de aplicações.

Miro MCP Server

Enables MCP-compatible LLMs to interact with Miro whiteboards to manage boards, create and manipulate shapes, and organize content through grouping tools.

IMAP MCP Server

Enables comprehensive interaction with IMAP email accounts through 38 tools for reading, searching, and organizing messages. It supports advanced features like real-time mailbox monitoring via IDLE watch and automated email archiving.

AgentBroker MCP Server

AI-native cryptocurrency exchange built for autonomous agents. Register, deposit USDC, select a strategy, and trade 8 crypto pairs (BTC, ETH, SOL + more) programmatically — no KYC required. Includes sandbox with 10,000 virtual USDC for testing.

mKit

A boilerplate for building MCP servers on Cloudflare Workers with built-in OAuth 2.1 authentication, Stripe billing integration, and OpenAI Apps SDK UI support.

Managed Notifications Search MCP Server

Enables AI agents to search through OpenShift service notification logs using semantic search powered by ChromaDB and sentence transformers, helping find relevant notifications based on problem descriptions with metadata enrichment and variable interpolation support.

MCP Nautobot Server

A Model Context Protocol server that integrates with Nautobot to provide network automation and infrastructure data to AI assistants like Claude, allowing them to query and interact with network Source of Truth systems.