发现优秀的 MCP 服务器

peer-agents-mcp

Enables AI coding tools to call Grok and Antigravity CLIs as peer reviewers for code review, planning, debugging, and collaborative sessions.

pinescript-mcp

Provides comprehensive Pine Script v6 documentation and tools to help AI assistants look up functions, validate syntax, and generate accurate code. It enables linting, version conversion from v5 to v6, and deep conceptual analysis to prevent code hallucinations.

Yandex Wordstat MCP

MCP server for querying Yandex Wordstat via Yandex Cloud Search API. Enables checking phrase frequency, similar queries, regional demand, and seasonality trends.

Zoom API MCP Server

一个全面的模型上下文协议服务器，能够与全套 Zoom API 端点进行交互，并提供结构化的工具，通过适当的验证和 OAuth 2.0 身份验证来管理会议、用户、网络研讨会和其他 Zoom 资源。

mp-oneclick-publisher

Converts Markdown documents into formatted WeChat Official Account draft articles with automatic image generation and styling.

Browserbase MCP Server

Provides cloud browser automation capabilities for AI agents, including creating, managing, and retrieving recordings and logs from browser sessions.

Drive-Time Plotter MCP

Analyzes traffic patterns throughout the day using Google Maps API and provides visual insights and recommendations for optimal commute times.

MCP Docker Hub Server

Enables interaction with Docker Hub through Claude to search images, get image details, list tags, analyze layers, and manage manifests. Provides secure credential storage with encrypted Docker Hub Personal Access Tokens in a MySQL database.

Jira - GitHub MCP Server

Enables end-to-end automation of developer workflows from Jira issue tracking to GitHub pull requests through natural language, allowing developers to search issues, create branches, commit changes, and manage PRs directly from their IDE.

Mono Banking MCP Server

Enables AI assistants to perform Nigerian banking operations including account management, payments, and identity verification through the Mono Open Banking API.

Tasks.md MCP Server

Enables AI-native task management using plain markdown files to create, update, query, and organize Epics, Stories, Tasks, and Milestones without requiring a database.

Engram

Headless geometric memory engine for AI agents — no Vector DB, no cloud, no API key. Store and retrieve by meaning using native Vector Symbolic Architecture (NVSA) math over O_DIRECT NVMe mapping. Runs entirely on your machine via MCP.

EU AI Act Compliance MCP

EU AI Act Compliance - MCP server providing AI-powered tools and automation by MEOK AI Labs

rope-mcp-server

Provides Python refactoring capabilities via the Rope library, enabling AI agents to perform safe, project-wide code transformations such as renaming symbols, moving modules, and extracting methods.

Spreadsheet MCP Server

镜子 (jìng zi)

Japan Subsidy Search MCP

Real-time search of Japanese government subsidies and grants (official jGrants data): deadlines, amounts, eligibility, filterable by prefecture.

odxproxy-mcpserver

MCP server for interacting with Odoo/ODX resources via ODXProxy, enabling programmatic access for MCP-compatible clients.

Flappy MCP Server

Enables running avian flight dynamics simulations through the Flappy simulator. Provides typed configuration models and deterministic fallback calculations for bird flight analysis.

Rytnow MCP Server

Enables AI assistants to interact with Rytnow project management platform, supporting task management, time tracking, plan creation, and team collaboration through natural language commands.

scholar-search-mcp

An MCP server for academic paper search that integrates with AI assistants (e.g., Claude Code, Cursor), enabling them to search and retrieve academic paper metadata.

Tegro Wallet MCP

Provides read-only, real-time access to TON blockchain data including wallet balances, token holdings, transactions, prices, NFTs, DNS resolution, and address validation, without requiring private keys.

PDP MCP Server

An MCP server that provides RAG-powered Q\&A regarding Indonesia's Law No. 27 of 2022 on Personal Data Protection (UU PDP). It enables users to search for specific articles, legal definitions, data subject rights, and regulatory sanctions through Pinecone and OpenAI.

formfill-mcp

FormFill MCP — AI-powered web form automation. Fill out any online form by describing what you want. Supports Stripe payments via x402 protocol.

xurprise MCP

Provides a multilingual, region-aware brand catalogue and click-through URL generation for MCP-compatible agents, enabling commerce recommendations with attribution tracking.

UCM MCP Server

Enables AI agents to autonomously discover and call a marketplace of 100+ APIs, including web search, image generation, and more, with automatic payments and refunds.

ODPS MCP Server

Read-only MCP server for Alibaba Cloud MaxCompute, enabling safe querying of allowlisted tables via tools like list_allowed_tables, describe_table, preview_table, and run_select_sql.

Decision State MCP

A small MCP server that stores and retrieves compact decision-relevant state (goals, constraints, facts, decisions) outside the chat context, enabling easy retrieval for Claude Code or Codex.

MCP Turso

Integrates Turso Cloud databases with Model Context Protocol, enabling CRUD operations and SQL queries via GitHub Copilot in VSCode.

agent-rooms

MCP server for real-time communication between Claude Code sessions via chat rooms.