发现优秀的 MCP 服务器

Pixelbyte Figma MCP Server

Enables seamless integration with Figma API for extracting design tokens, generating production-ready code in multiple frameworks, capturing screenshots, and managing design assets directly from Figma.

textify-mcp

A local stdio shim for the hosted Textify MCP server that converts audio, video, images, documents, and webpages into text or Markdown. Includes tools for YouTube transcripts, audio transcription, OCR, file-to-Markdown, and webpage-to-Markdown extraction.

md-mcp

An MCP server that provides surgical read/write access to individual sections of Markdown files, allowing agents to fetch, edit, or delete specific slices without touching the entire file.

mcp-hello-server

A minimal MCP server that provides health/status checks and multilingual greetings via the server_info and greet tools.

Claude-Gemini MCP Integration Server

Bridges Claude Code and Google's Gemini AI models to enable AI-to-AI collaboration for code reviews, brainstorming, and direct questions.

garmin-mcp

Provides read-only access to authenticated Garmin Connect data through MCP, including profile and connection status. It supports secure linking without exposing Garmin credentials as tool arguments.

WCAG Accessibility MCP

A WCAG accessibility testing MCP for AI agents, Codex, Claude Code, and automated UI audits.

IndiaQuant MCP

A real-time Indian stock market assistant providing live prices, trading signals, options data, sentiment analysis, and portfolio tracking via MCP integration with Claude Desktop.

Gemini OCR MCP Server

Provides OCR services powered by Google's Gemini API to extract text from images via file paths or base64 strings. It enables high-accuracy text recognition and CAPTCHA processing through simple MCP tools.

AkTools Pro MCP Server

An enhanced MCP server that provides financial data and analysis tools for stocks, crypto, precious metals, and more, empowering AI agents with professional financial intelligence, including backtesting, ASCII charts, and simulated portfolios.

hive-mcp-credit-broker

Broker-only credit/lending discovery shim for AI agents, surfacing real lending markets from licensed/established third-party protocols and routing applications.

ProjectBrain

Local MCP server providing project cognition capabilities for AI coding agents, including context packs, impact analysis, and git diff review through stdio communication.

Bagel

MCP server for chatting with physical-world data from robotics, drones, automotive, and IoT sources using natural language. It generates auditable SQL queries over Apache Arrow/DuckDB to let you analyze, summarize, and build data pipelines.

Perplexity MCP Server

Integrates with Perplexity's API to provide web search and AI-powered answers with citations. Offers a three-tier research workflow: search for sources, ask for grounded AI answers, and ask_more for deeper analysis using advanced models.

MCP E-commerce Server

Enables e-commerce product management with CRUD operations, AI-powered descriptions, and MySQL database integration via MCP.

GitHub PR Reviewer MCP

Enables analysis of GitHub Pull Requests, including details, diff, file lists, and review tracking.

scorecard_mcp

Enables asking natural language questions about OpenSSF Scorecard security assessments for open source projects.

Trillian MCP

Enables natural language queries of astronomical data across multiple archives (Gaia, 2MASS, image holdings) via the Trillian platform, allowing users to search catalogs and find images by sky coordinates.

deploy-mcp

Universal deployment tracker for AI assistants, enabling real-time monitoring and management of deployments across Vercel, Netlify, and Cloudflare Pages without context switching.

qa-mcp

Automated QA for .NET microservice backends and React frontends, enabling API contract testing, UI crawling, YAML flows, and run diffing against a stage environment.

yanifend-mcp

Hosted MCP server for YaniFend, a WordPress feedback widget. Manage your questionary (list/create/update/delete questions and options) and read collected answers via natural language.

Postman MCP Generator

An MCP-compatible server that provides tools for integrating selected Postman API requests, allowing LLMs like Claude to interact with APIs through natural language.

agmind-mcp

Read-only MCP server exposing AGmind Systems Lab's measured local-LLM benchmark claims (TTFT, inter-token latency, task success, etc.) on AMD Strix Halo and DGX Spark hardware via search, claim lookup, and measured-combination listing tools.

ssh-mcp

Enables persistent SSH connections to Linux hosts and network devices, with secure credential storage, configuration backup/restore, SFTP, and SSH tunneling.

Agent Memory Bridge

MCP-native, local-first memory for coding agents that turns real sessions into reusable decisions, gotchas, and domain knowledge.

Commerce Cloud MCP Server

Connects AI applications with Salesforce Commerce Cloud for product management, order analysis, custom object operations, and content asset management.

test-repo

MCP服务器创建的测试仓库

edgar-mcp

Provides access to SEC EDGAR financial data, enabling AI agents to fetch company filings, financial metrics, and narrative sections. It supports natural-language metric searching and extracts structured data from 10-K, 10-Q, and 8-K reports.

DHIS2 MCP Server

Connects DHIS2 health information systems to AI assistants via the Model Context Protocol, enabling natural language queries for analytics, metadata, and tracker data.