发现优秀的 MCP 服务器

MCP Research Server

Provides tools for automated company research, competitor identification, and business model analysis to generate comprehensive business intelligence. It enables users to extract market keywords and synthesize competitive insights via AI-powered research capabilities.

mcp-backend

MCP server providing backend access to PostgreSQL, Storage (Supabase/S3), Iceberg data lake, and SQL seeds. It offers 32 tools for database queries, storage operations, seed management, and more.

Statistics Query and Verification MCP

MCP server for answering questions about official statistics from a single publication URL, with tools to check query scope, retrieve overview, text, data files, and search.

MCP Server for Enterprise DB Tools

Enables Claude Desktop to securely query a SQLite HR database, providing tools to check leave balances and list pending approvals through natural language.

Gmail MCP Server

A comprehensive MCP server providing 24 tools for full Gmail management, including email operations, label organization, and batch filtering. It features multi-account support and secure OAuth authentication for interacting with mailboxes via natural language.

cocos-mcp

A headless MCP server that enables AI to create complete 2D/3D games in Cocos Creator without opening the editor or writing TypeScript code, featuring 184 tools for scene building, physics, UI, and automated testing.

Soccer MCP Server

镜子 (jìng zi)

nefesh-mcp-server

Real-time human state awareness for AI agents. Fuses cardiovascular, vocal, visual, and textual signals into a unified stress score (0-100). Streamable HTTP transport with 4 tools: ingest_signal, get_human_state, get_history, delete_subject.

Ocean.io MCP Server

A Model Context Protocol server that enables finding lookalike companies based on seed companies through integration with the Ocean.io API.

MCP-Vetting

Trust-scan gate for MCP servers: evidence-backed verdicts before you install.

Sysinternals MCP Server

Exposes Sysinternals and NirSoft Windows diagnostic binaries as MCP tools with safe subprocess execution. Dynamically registers tools from a binaries directory with built-in security filters for destructive operations.

GroupDocs.Total MCP Server

Unified MCP server that exposes GroupDocs.Total document-processing tools (annotation, comparison, conversion, merging, metadata, parsing, redaction, signing, watermarking, and more) as AI-callable tools for MCP agents.

mcp-tomticket

TomTicket helpdesk MCP: list, reply, log time, and finish tickets plus customers, chats, and knowledge base.

Ariful Islam

MCP servers for SQL databases. One package per engine (SQLite, libSQL, MySQL, MariaDB, Postgres), two tools, read-only by default, secrets never in logs.

remi

Apple Reminders CLI and MCP server with section support and iCloud sync — the only tool that can create, manage, and sync sections across devices

Morrow Desk MCP Server

Enables operators to manage support desk operations, including case queues, customer relationships, and communications, through an agent-first MCP interface with exact lifecycle and authorization controls.

Rule MCP Server

A Model Context Protocol (MCP) server for the Rule marketing automation platform. It provides full access to Rule's REST API v2 for subscriber management, campaigns, transactional messages, and more.

MCP Server Template (Python)

A minimal MCP server template with streamable HTTP transport and bearer token authentication, including an example hello tool and ready for deployment on Render.

orbit

Enables agents to capture and manage notes, tasks, events, and links in a private, file-first workspace, with tools for viewing today's agenda and searching Markdown notes.

Cloudflare Playwright MCP

An MCP server that enables AI assistants to perform web automation tasks like navigation, typing, and clicking using Playwright on Cloudflare Workers. It allows models to interact with websites and capture screenshots directly through a set of integrated browser tools.

Cox's Bazar AI Itinerary MCP Server

Provides travel planning tools for Cox's Bazar, Bangladesh, including weather forecasts, AI-powered itinerary generation, and pre-configured travel planning prompts.

google-maps-harness

Thirteen read-only Google Maps Platform tools for an agent: where a place is, what is around it, how long it takes to get there, and what the conditions are when it arrives.

ChromaDB Local MCP Server

Provides AI assistants with persistent memory through local ChromaDB vector storage, featuring automated file ingestion and batch processing for over 70 file types. It enables advanced vector search, EXIF metadata extraction for photos, and duplicate file detection across local directories.

tidy-mcp

MCP server for Tidy, a backup and sync app. Enables AI agents to manage folder backups, schedules, and git sync operations via natural language.

MCP Adobe Premiere Pro

An AI-powered automation bridge for Adobe Premiere Pro that enables controlling video edits with natural language and automating workflows through Claude or other AI agents.

MCP Knowledge Base Server

Enables semantic search over knowledge-base articles and listing of sample support tickets using MCP tools.

pkgx MCP

A Model Context Protocol server that allows AI to run any Open Source tool via pkgx, enabling Claude to execute commands while maintaining read-only access to the filesystem.

local-code-mcp

Safe local MCP server for Windows to list, read, search, patch, backup, and verify code files in allowed folders, with Git integration and dry-run diffs.

Pydantic AI Documentation Server

Provides programmatic access to Pydantic-AI documentation as an MCP server, enabling retrieval of specific documents, listing of topics, and access to changelog information.

Receita Federal PER: DCOMP

MCP server enabling read-only consultation of official Brazilian Receita Federal PER/DCOMP data via a single tool, with prepaid per-query usage.