发现优秀的 MCP 服务器

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.

Mnemosyne Cache MCP

High-performance MCP response caching server that reduces latency from ~3000ms to ~0.001ms for repeated tool calls using a dual-layer SQLite and LRU memory cache.

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.

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.

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.

Tessie MCP Server

Enables AI assistants to control and monitor Tesla vehicles via natural language through the Tessie API, supporting battery, climate, security, charging, and more.

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.

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

Banking and Fintech MCP Server

A FastMCP-based server designed for the banking and fintech domains, providing tools for database queries, Git operations, and deployment management. It features a modular architecture with reusable prompt templates and integrated security practices for sensitive data handling.

MCP E-commerce Server

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

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.

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.

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.

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.

Agent Memory Bridge

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

24klabs-mcp

AI code analysis tools that plug into Claude Code, Cursor, VS Code, and any MCP client, providing six specialized tools for explaining code, debugging, code review, security audit, automation script generation, and MCP blueprint design.

Feyod MCP Server

Enables natural language querying of Feyenoord football match data, converting questions to SQL queries and returning results.

Jules API MCP

An MCP server that enables users to manage Google's Jules AI coding agent sessions directly from MCP-compatible clients. It supports creating sessions, approving execution plans, and interacting with session activity to streamline autonomous coding workflows.

Cartographer

MCP governance server that lets AI agents build and maintain a persistent, versioned wiki of interlinked Markdown files through validated tools, enforcing invariants like linking, immutability, and one git commit per write.

LeanLane

MCP server that keeps AI agents from over-engineering by providing decision ladders, diff scoring, and prune reviews. It helps enforce minimal-code discipline through CLI, SDKs, and MCP tools.

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.

pinkbee-mcp

A read-only MCP server for Pinkbee that lets an AI assistant answer questions about rosters, shifts, and groups without making any changes.

ssh-mcp

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