发现优秀的 MCP 服务器

Coppermind

Enables AI assistants to design PCBs in KiCAD through natural language, with transactional preview-verify-commit workflow, undo/redo, and an engineering knowledge base.

Undisk MCP

Provides versioned file storage for AI agents with immutable writes, auditing, and rollback capabilities.

Gondola AI

Travel award search: compare cash vs points on hotels, flights & cars, cents-per-point, and book

Kanban MCP Server

Enables users to manage Kanban-style tasks with priorities, tags, and statuses (todo, in progress, done) through natural language. Provides task analytics including lead time, cycle time, and status distribution with MongoDB storage.

Active Directory MCP Server by CData

Active Directory MCP Server by CData

codefactor-mcp

Enables reading and analyzing CodeFactor repository issue pages, providing normalized issue data, summaries, and prompts for code improvements.

kommo-mcp

MCP server that exposes the Kommo CRM API v4 (plus Files, Conversations, and analytics helpers) as Model Context Protocol tools, resources, and prompts.

agent-notify

Local spoken notifications for Codex with TTS and always-on-top overlay.

MCP-Saptiva

An MCP server for interacting with Saptiva AI's suite of models, offering capabilities such as chat completions, chain-of-thought reasoning, and OCR. It enables users to generate semantic embeddings, access specialized prompts, and manage AI-driven workflows through a standardized interface.

Memory MCP

Gives AI coding agents persistent, evolving knowledge about a codebase, enabling them to store and retrieve observations about architecture, conventions, gotchas, and recent work context.

resume-repo-sync

A local MCP server that generates bullet points for resume project experience from GitHub repository signals, merges them into a PDF resume, and exports a new PDF using templates.

allele-registry-mcp-server

Enables resolving genetic variant identifiers (HGVS, dbSNP, ClinVar, gnomAD) to stable ClinGen Allele Registry IDs (CA#) and cross-references, providing a canonical allele identity across genome builds.

outlook-bridge

Enables reading and searching emails in Microsoft Outlook classic on Windows via COM, with tools for listing folders, searching mail, reading messages and threads, and extracting attachments.

Tycana

AI-native productivity backend that gives your AI assistant persistent memory, pattern awareness, and computed intelligence about your work. 14 MCP tools for task management, daily planning, weekly review, and personal context.

Promptibus MCP

Provides AI agents with structured knowledge about 67+ generative AI models, including model recommendations, prompt formatting, parameter guidance, and validation. It acts as a prompt engineering co-pilot that helps agents use their existing tools more effectively.

FedMCP - Federal Parliamentary Information

Provides access to Canadian federal parliamentary data (debates, bills, MPs, votes, Hansard transcripts) and legal information (case law and legislation through CanLII) for research and analysis.

every-db-mcp

A multi-database MCP server that supports MySQL, GaussDB, Oracle, and DM8, providing a unified interface for executing queries, data manipulation, and schema inspection via natural language.

My Portfolio MCP Server

A Model Context Protocol (MCP) server for managing investment portfolios, enabling transaction tracking, position management, alerts, and daily snapshots with Google Drive sync.

FastFS-MCP

A high-speed MCP server that enables AI assistants like Claude to interact with local filesystems, manage Git repositories, and provide interactive experiences through a standardized JSON-based protocol.

Agent Orchestrator MCP Server

A multi-agent task management system for AI applications that enables users to create agents with roles and capabilities, delegate tasks with trust-based routing, coordinate file access to prevent conflicts, and monitor performance through a unified dashboard.

bookmarks-lifecycle

A local MCP server that gives saved bookmarks a lifecycle with time-based layers (pending, watching, kept, lapsed), so they get decided on instead of accumulating. It aggregates bookmarks from your browsers, drips them into a daily queue, and supports keep/watch/drop decisions, restore, and undo.

promptpack

Enables AI agents to scan codebases for prioritized findings (TODO, FIXME, XXX) and retrieve results in table, JSON, or SARIF format via MCP.

JS Reverse MCP

A JavaScript reverse engineering MCP server that enables AI coding assistants to debug and analyze JavaScript code in web pages.

vigilante

Records runtime events from any app via zero-code instrumentation and exposes them to LLMs through MCP for autonomous debugging.

agent-zone-mcp

MCP server for Agent Zone — vendor-neutral infrastructure knowledge, K8s validation, and execution templates for AI agents. 200+ articles, 10 tools, no API key required.

PDF Generator API MCP Server

An MCP server that enables interaction with the PDF Generator API for automated document generation and management. It supports both stdio and HTTP transports, allowing AI models to create and handle PDFs using OpenAPI v4 specifications.

Snow Day Probability Api MCP Server

Predicts the likelihood of school closures due to snowfall and severe winter weather using real-time weather data and machine learning algorithms.

Quran Recitation Validator

Validates Arabic Quran recitations for single verse, full surah, juz, page, or any consecutive verse range, supporting standard Arabic, Uthmani script, and full tashkeel validation.

Crelate MCP Server

Model Context Protocol (MCP) server for the Crelate ATS/CRM API, enabling Claude Code and other MCP clients to interact with Crelate recruiting and staffing workflows.

mcpfoundry

A CLI tool that generates production-ready MCP servers from databases or OpenAPI specifications, with optional security shields.