发现优秀的 MCP 服务器

Mnemoscope

Predictive context-rot scoring, Ed25519-signed agent-write journal, and working/episodic/semantic tiering for LLM agents on Markdown vaults.

mcp-ccnu-lib

封装华中师范大学图书馆空间预约系统（包括登录、查座位、预约、取消、暂离等操作）为一组MCP工具，供LLM调用执行。

Moondream MCP Server

Provides AI-powered image analysis capabilities including captioning, visual question answering, object detection, and coordinate pointing for both local files and remote URLs through the Moondream vision language model.

cerata-mcp-server

Enables hunting and analyzing GitHub repositories, extracting code patterns as live MCP tools (nematocysts) through the Rose Glass perception engine.

jail

Search across a billion+ documents including academic papers, books, code, legal cases, forums, and Wikipedia. Provides search and detail tools for various content types.

Torify — Japanese Locale APIs for AI Agents

Torify gives AI agents the Japanese locale primitives that standard libraries lack — imperial era date conversion (wareki), qualified invoice number validation with NTA registry lookup, corporate number lookup (法人番号), postal code resolution, name romanization (Hepburn), and kanji-to-kana conversion via Yahoo! JLP. 31 endpoints total. No authentication required for MCP. Pay-per-call $0.02/call via

ASF Policy MCP

MCP server for answering questions about Apache Software Foundation policies, offering tools to list, retrieve, and search policy documents on releases, licensing, branding, security, infrastructure, and incubator topics.

PowerBI Analyst MCP

Connect Claude to your Power BI semantic models. Browse workspaces, tables, and measures, run DAX queries, and get results — with large datasets automatically saved to local CSV files to protect the LLM context window. Includes a query history log for cross-session reuse and auditability.

Remote MCP Server (Authless)

A deployable MCP server on Cloudflare Workers that enables using custom tools with AI models without requiring authentication.

google-search-console-mcp-python

MCP server for Google Search Console API that enables querying search analytics, managing sites, inspecting URLs, and supporting domain delegation via service accounts.

aidevtube-mcp

Enables semantic search over per-video summaries from curated AI/coding YouTube channels using the AI YouTube Digest API.

todotxt-mcp

Enables AI assistants to manage todo.txt files, supporting task listing, adding, completing, removing, and updating tasks.

mcp-feedback-enhanced

MCP server that establishes feedback-oriented development workflows with dual Web UI and desktop application interfaces, enabling AI to confirm with users via prompts and real-time feedback to reduce speculative operations and improve efficiency.

angr-mcp

Exposes angr binary-analysis capabilities (symbolic execution, taint analysis, CFG recovery) as MCP tools for vulnerability exploration and exploit development.

MCP Inventory Manager

An AI-powered inventory management system with a natural language interface, enabling CRUD operations on items and suppliers, stock transfers, and supplier management via MCP tools.

youtube-mcp

MCP server for YouTube that provides tools to fetch video metadata and transcripts, enabling natural language queries about YouTube videos.

Prelo MCP Server

MCP server for Prelo, the Brazilian literary releases aggregator. Enables searching the catalog by month, publisher, or author.

bukio-cli

MCP server for agent-first double-entry bookkeeping for Dutch SMEs, supporting VAT, Peppol BIS 3.0 e-invoicing, and local-first SQLite storage with full audit logging and deterministic JSON output.

Cinema Scheduler

An MCP server that scrapes movie theater schedules from eiga.com to provide movie, theater, and showtime data to AI assistants. It enables users to search for screenings and calculate the optimal viewing order for watching multiple movies.

MCP Server Starter

A minimal MCP server with calculator and memory store tools, ready to use with Claude Desktop and Claude Code.

Naver Real Estate MCP

Enables automated collection of apartment listing data from Naver Real Estate using Playwright browser automation with passive network response capture. Provides MCP tools to search complexes, resolve property identifiers, and extract normalized listing information including duplicate properties.

FastMCP Server

A simple MCP server for task management with Bearer token authentication, supporting create, complete, and list tasks operations.

Zoekt MCP Server

An MCP server that provides code search capabilities for AI tools and LLMs using Zoekt, allowing for searching across codebases with advanced query syntax and content fetching.

MCP Chat Support System

A comprehensive customer support platform featuring real-time messaging, knowledge base management, and a multi-tenant architecture with both React frontend and Node.js backend.

Cloud Tools Gateway

A remote MCP server providing web scraping and URL analysis tools (fetch webpage, extract links, check URL status, analyze text) with static bearer-token authentication and optional OAuth support.

Olamto MCP Server

MCP server for Web3 AI agents enabling autonomous smart contract engineering on Robinhood EVM and Solana, with Cloudflare One portals for efficient token usage and edge execution.

LegalForge MCP Server

Enables the generation of professional, jurisdiction-specific legal documents like privacy policies, terms of service, and cookie policies. It allows users to produce structured HTML legal content by providing specific parties, terms, and service configurations to an AI-driven tool.

ExpenseTracker MCP Server

An MCP server for tracking personal expenses, supporting adding, listing, and summarizing expense entries with data stored in a local SQLite database.