发现优秀的 MCP 服务器

xhs_searchMcp

An MCP server that searches Xiaohongshu (Little Red Book) for top-liked image-text notes, extracting structured data such as title, content, author, links, and images. It can be used as an MCP tool or CLI for AI workflows.

local-forge

Enables AI coding agents to route tasks to local GPU models via a dynamic heuristic classifier, tracking real-time token dollar savings.

solitaire-ai

Identity infrastructure for AI agents. Gives agents an evolving persona, session continuity, and self-correcting retrieval so they stop being strangers. Local-first, model-agnostic.

bitbucket-mcp

An MCP server for reviewing Bitbucket Cloud pull requests, allowing clients to read PRs, tickets, and comments and leave review comments without leaving the editor.

agentcentral

agentcentral is a hosted MCP server for Amazon sellers that connects Claude, ChatGPT, and other AI clients to Amazon Ads, Seller Central, inventory, orders, catalog, rankings, finance, and fulfillment data. It provides fast reads from pre-materialized Amazon data, scoped API keys, OAuth-based Amazon connections, encrypted tokens, per-tenant isolation, and guarded write tools with audit log

Logica Context

An MCP server that provides persistent, cross-session memory and team knowledge sharing for AI development workflows. It enables project DNA scanning, semantic search, context budgeting, and git-aware indexing to prevent AI context loss between sessions.

tgmcp

An MCP server that automates a single Telegram user account via the Telegram user API, enabling chat listing, reading/sending messages, searching, and additional actions through natural language.

Ambivo Claude MCP Server

Enables natural language querying of Ambivo CRM entity data through Claude AI, with JWT authentication, rate limiting, and error handling.

localrag

Provides a search_docs tool for MCP clients to perform local semantic search over indexed files using embeddings, enabling grounded answers from personal notes.

Documentation Search MCP Server

A Model Context Protocol server that enables intelligent searching across documentation for 30+ programming libraries and frameworks, fetching relevant information from official sources.

markdown-for-agents-mcp

MCP server for AI agents -- fetch any URL with full JavaScript rendering (Playwright/Chromium) and convert to clean, token-efficient markdown. Works on React, Vue, Angular, and any JS-heavy page. Includes web search, batch fetching, binary file download, LRU cache, SSRF protection, and structured output.

Tether MCP Server

Enables AI agents to securely access Apple Health data (sleep, heart rate, menstrual cycle, etc.) via end-to-end encrypted local decryption from the Tether iOS app.

mcp-europe-business

European business compliance suite for AI agents — 28 tools covering tax ID validation (PT, ES, FR, DE, IT, UK, NL), IBAN verification, EU VAT rates, invoice requirements, e-invoicing rules, payment terms, labor calendar helpers, VAT breakdown calculations and invoice schema validation for 18+ European countries.

PentestThinkingMCP

Enables automated penetration testing workflow planning using Beam Search and Monte Carlo Tree Search algorithms to generate step-by-step attack paths, score vulnerabilities, and recommend tools for reconnaissance, exploitation, and privilege escalation tasks.

Hooked MCP Server

Enables AI agents to create videos programmatically using the Hooked Video API, with tools for avatar selection, voice, music, and various video creation styles.

ChatSQL MCP Server

Enables natural language queries to PostgreSQL by converting questions to SQL using Google Gemini and executing via FastMCP.

Docker Container Manager MCP Server

An MCP server that gives any LLM client the ability to list, inspect, start, stop, and monitor Docker containers on the host machine.

release-intel

An MCP server that generates release intelligence from GitHub repository data, correlating commits, pull requests, issues, and contributors between two git refs to produce structured context for release notes, changelogs, and summaries.

setlist-mcp

Search concert setlists, artists, venues, tours, and cities from setlist.fm via natural language. Provides 16 read-only tools for exploring live music data.

Canny MCP Server

Enables customer feedback management by integrating with Canny.io, supporting board listing, post retrieval, search, and creation.

QAFusionX

An MCP server that guides a sequential QA workflow, requiring initial project and user story inputs, then crawls web apps, generates test cases and Playwright scripts, runs tests, and files Jira bugs with proof.

firewalla-mcp-server

A read-only MCP server that enables Claude to audit Firewalla network security configurations and monitor network activity. It provides tools to inspect devices, rules, alarms, and traffic flows without making any changes to the Firewalla system.

preflight-mcp

TrustPilot for APIs, built for AI agents. Independent reliability ratings for APIs and MCP servers — look up trust scores, compare providers side by side, and leave reviews from real agent traffic.

website-audit

Enables auditing any public website, returning a scored plain-English report that flags issues costing customers, covering speed, phone experience, search visibility, contact options, writing quality, and modernity.

GitGuardian MCP Server

Enables AI agents to scan projects for secrets, manage incidents, and create honeytokens using GitGuardian's API.

wasabi-mcp

MCP server that exposes Wasabi cloud storage's Stats API bucket utilization data as a tool, enabling users to query storage and API call metrics for all buckets.

GitHub MCP Server

MCP server for accessing GitHub documentation via API, allowing users to fetch repositories, documentation files, and search across documentation with base64 decoding support.

🧠 Researcher MCP Server

一个用于研究和文档辅助的，使用 Perplexity AI 的模型上下文协议 (MCP) 服务器。 Or, a slightly more formal translation: 一个使用 Perplexity AI 的，用于研究和文档辅助的模型上下文协议 (MCP) 服务器。

Remote MCP Server Authless

Deploy a remote MCP server on Cloudflare Workers without authentication, enabling tools to be used via SSE endpoint from AI Playground or Claude Desktop.

Fastmail Calendar MCP Server

Enables AI assistants to interact with Fastmail calendars via CalDAV, allowing them to view, create, update, and delete calendar events using natural language.