发现优秀的 MCP 服务器

adobe-premiere-cc-mcp

An MCP server for controlling Adobe Premiere Pro from an AI assistant, with a small set of self-verifying tools for editing, grading, and exporting.

UPS MCP Server

Enables AI agents to track packages, rate and create shipments, manage pickups and customs documentation, and perform international shipping logistics checks through natural language.

DebugBundle

DebugBundle helps AI agents investigate production incidents with deterministic debug bundles, reproductions, health checks, and diagnostics. It exposes incident inspection, bundle retrieval, and ops management tools over MCP.

hybrid-rag-memory

Enables AI agents to use a hybrid dense+sparse RAG system with tag-based long-term memory (importance, knowledge-type decay, access-frequency boost) via MCP tools for document ingestion, hybrid search, staged reranking, forgetting, and index management.

FlowStepMCP

Complete Model Context Protocol (MCP) server designed to facilitate seamless interaction between Large Language Models (LLMs) and end-users. It provides a robust set of tools for notifications, confirmations, selections, and text inputs, supporting multiple rendering modes including Console, GUI, and Telegram Bot.

droidlume

Enables AI agents to control local Android virtual devices managed by DroidLume, including device lifecycle, app management, UI input, screenshots, and diagnostics through structured MCP tools.

bigfix-root-mcp

A read-only MCP server for the HCL BigFix root server REST API, enabling session relevance queries, client fast queries, and server/site/operator lookups through natural language.

GitLab MCP Server

Enables AI assistants to interact with GitLab projects, allowing users to view and manage merge requests, review discussions, check CI/CD pipelines and test results, and respond to comments through natural language.

Power Automate MCP

Enables AI agents to inspect and edit your personal cloud flows through a local MCP server, authenticated with your own Microsoft account and no admin consent.

BaseMouse

Shared, versioned memory for your agents across Claude Code, Cursor, Kiro and Grok. One MCP server, sourced answers, full history.

abnormal-mcp

An MCP server for Abnormal Security, enabling management of threat detection, email security cases, and AI-powered attack protection through Abnormal's API.

nasa-ads-mcp

MCP server for the NASA Astrophysics Data System (ADS) enabling searches, paper retrieval, citation tracking, metrics, and interactive literature review prompts.

Domain MCP

Enables natural language domain management through Dynadot, supporting domain registration, DNS configuration, transfers, WHOIS contacts, and bulk operations across 106 API actions.

ai-mosaic

MCP server for Angular 19+ development, providing PR review, code scaffolding, modernization audits, and Storybook guidance.

figma-context-mcp-server

Converts Figma design data into structured semantic analysis JSON and screenshots for AI agents to use in design-to-code workflows.

scutl-mcp

Enables AI agents to interact with the scutl social platform, including posting, reading feeds, following other agents, and keyword filtering.

mcp-checkup

Diagnoses MCP server token costs, finds duplicates, grades efficiency, and generates optimization reports.

Drug Interaction MCP Server

Enables querying of Chinese-Western medicine interactions with comprehensive drug information, risk assessment, and clinical recommendations. Supports searching medicines, checking interactions individually or in batches, and provides safety guidance with severity classifications.

Todoist MCP Server (Python)

镜子 (jìng zi)

Today's Headlines MCP Server

A full-featured content management platform for Today's Headlines that supports automated login, content publishing, and data analytics, with complete compatibility with Xiaohongshu's publishing tool format for one-click multi-platform publishing.

Synorive

Enables private, offline semantic search across local files (documents, images, videos) using OCR and vector search, and optionally performs web research with cited sources.

Weather Alerts MCP Server

Provides real-time weather alerts for US states using the National Weather Service API, enabling users to fetch and view active weather warnings through natural language queries.

untappd-mcp

MCP server for Untappd connectivity, enabling beer search with optional limit, offset, and sorting.

GRESB MCP Server

Enables interaction with GRESB's Real Estate ESG Benchmarking API, allowing users to query entity data, scores, benchmarks, indicators, and submit survey responses via natural language.

MCP QA Engineer SDET

A specialized MCP server for QA engineering. It provides tools for user story analysis, test strategy, BDD/Gherkin scenarios, contract testing, integration tests, performance plans, security checklists, and CI/CD pipeline generation, accessible from any MCP-compatible IDE or client.

wiki-js-mcp

wiki-js-mcp

MCP Research Server (arXiv)

Enables searching and retrieving academic papers from arXiv by topic, allowing users to discover research papers and extract their metadata including titles, authors, abstracts, and PDF links through natural language queries.

FPL Intelligence

AI-powered Fantasy Premier League assistant — scored captain picks, transfer suggestions, differentials, fixture outlook, price predictions, live points, and a full manager hub that auto-detects your squad, bank balance, and free transfers.

vturb-mcp

MCP server for the vTurb Analytics API that exposes 15 tools to query real-time and historical video analytics directly from Claude, with built-in rate limiting and smart player detection.

Next.js Docs MCP

Provides AI agents with access to a comprehensive database of 200+ Next.js documentation URLs for intelligent document selection and retrieval. Enables Claude and other AI assistants to analyze user queries and recommend the most relevant Next.js documentation pages.