热门好用的 MCP Server 推荐
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Lightweight MCP server and CLI that lets AI fetch and process web content or APIs with Puppeteer, smart commands, search tools, and reliable downloads.

🔎 A MCP server for Unsplash image search.

🔍 MCP server for NCBI BLAST sequence similarity search

MCP Server for Pixabay API - Search and retrieve royalty-free images and videos

MCP server that scans Solidity repos through a 7-gate verification framework (Al-Mizaan) to cut LLM false positives, benchmarked against Slither; free pattern-search from 1,032 reconciled Sherlock...

A carefully curated collection of high-quality tools, libraries, research papers, projects, and tutorials centered around Model Context Protocol (MCP) — a novel paradigm designed to enable modular,...

MCP server that lets any AI agent discover, search, and install ~7,000 agent skills from across the GitHub ecosystem (Anthropic, Superpowers, wshobson, antigravity, Composio, and more).

MCP server that exposes Obsidian Smart Connections vector database to Claude Code via semantic search

A Box model context protocol server to search, read and access files

MCP server for Pexels stock photo and video API — search, browse collections, and get media details

A persistent memory MCP server for AI coding agents — stores, searches, and retrieves atomic learnings so agents retain knowledge across sessions.

An embedded MCP server with Kali tools for AI assisted security research

This MCP server provides functionality to search YouTube videos and automatically save the results to Google Sheets.

Search 1,000 MCP tools through two interfaces in DeepSeek Harness. Load exact schemas on demand and keep structured results usable across tool calls.

Unofficial Model Context Protocol server for accessing Open Targets platform data for gene-drug-disease associations research.

MCP server for Claude Code that provides email capabilities through IMAP/SMTP. Read, search, compose, and manage emails from any IMAP provider.

MCP server for searching and reading linux.do (Discourse)

A Model Context Protocol (MCP) server that enables semantic search and RAG (Retrieval Augmented Generation) over your Apple Notes.

Apple Mail MCP server — 53 tools with SQLite-powered millisecond search across 250K+ emails, .emlx parser, batch markdown export, and composing that never injects a message body through AppleScript...

🌐 MCP Server for Semantic Search of Macro Data for Quant Research AI Agents

MCP server for audio/sfx search from freesound.org

Practical MCP server for large BigQuery datasets. Supports vector search. Keep LLM context small while staying fast and allowing only safe read-only actions.

A Model Context Protocol (MCP) server that enables AI assistants to search and analyze PubMed medical literature with advanced filtering, citations, and research tools.

An MCP server implementation that integrates the Glean API, providing the Search and Chat functions.