发现优秀的 MCP 服务器

MCP Research Pipeline

A stage-gated MCP server for processing academic papers, enabling sequential extraction of paper sections, methodology, results, and report generation through a controlled workflow with enforced tool visibility across stages.

MySQL Database Access MCP Server

镜子 (jìng zi)

Grip MCP

Provides a non-custodial USDC wallet on Base for AI agents, with human-in-the-loop approval for every payment.

android-device-mcp

Provides comprehensive Android device management capabilities through ADB, including device management, app management, file operations, and system monitoring.

Beachmap MCP Server

Enables querying a curated database of 478 European beaches with filters such as country, sand type, Blue Flag status, sea temperature, and best months for swimming.

mcp-jira-python

MCP server for JIRA integration enabling issue management, search, comments, and linking via natural language.

agent-replay-debugger-mcp

Enables step-debugging, deterministic replay, and signed audit evidence for AI agents, compliant with EU AI Act.

jobs-mcp

Enables searching for job opportunities across multiple platforms like Upwork, RemoteOK, and GitHub while automatically generating tailored application proposals based on keyword scoring. It includes tools for scanning all sources simultaneously and managing a professional profile for quick reference during applications.

1c-mcp

Give an AI agent eyes into your 1C:Enterprise 8.3 base — read metadata & data, run queries, and diagnose why a document won't post — over one extension HTTP service.

AppFlowy MCP

An MCP server for AppFlowy Cloud that enables workspace, space, page, trash, favorite, and page-content management.

VirusTotal MCP Server

A Model Context Protocol (MCP) server that enables LLMs to interact with the VirusTotal API for malware analysis, URL scanning, and threat intelligence.

BlenderMCP

Connects Blender to local LLMs through MCP, enabling AI-assisted 3D modeling, scene creation, and manipulation.

sightvane-mcp

Enables AI assistants to perform comprehensive SEO and GEO measurements, including site audits, keyword research, ranking tracking, and brand visibility analysis across search engines and generative AI platforms.

cuporacle-mcp

MCP server for FIFA World Cup 2026 data including fixtures, live scores, odds, and knockout bracket, plus a tool (wc_edge) that autonomously pays for premium data via Injective's x402 protocol.

Jira AI Tool Server

A plugin-oriented Jira capability kernel for AI models, providing 24+ tools for Jira operations including issue search, comments, transitions, and project analysis via a dispatcher and HTTP service.

mcp-proofjson

A local MCP server that integrates ProofJSON to assess invoices before payment, providing allow/review/block decisions with confidence scores and verification capabilities.

Sverklo

Local-first code intelligence MCP server with hybrid BM25 + ONNX vector search, symbol-level impact analysis, diff-aware PR review with risk scoring, and persistent memory tied to git state.

ce-mcp

MCP server for Cheat Engine 7.6 that enables AI agents to perform memory scanning, reading/writing, process manipulation, debugging, and code injection via a Lua named pipe bridge.

FinSage MCP

Connects AI agents to the Finnhub API for real-time stock quotes, market news, earnings reports, and financial metrics.

Geneva Forecasting MCP

Geneva MCP brings production-grade forecasting directly into AI assistants and coding agents. Connect any MCP-compatible client to the Geneva Forecasting Engine and run rigorous time series forecasts through natural conversation.

Premiere Pro MCP Server

Enables control of Adobe Premiere Pro through Claude using over 170 tools for editing, effects, and timeline management. It supports advanced project operations, automated captions, and AI-generated voiceovers via ElevenLabs integration.

UMLmcp

Enables users to generate PlantUML code for UML Class and Sequence diagrams using Google Gemini AI. Supports both domain JSON input and free text descriptions to create structured UML diagrams.

duckduckgo-mcp-server

A Model Context Protocol server that provides web search and content fetching through DuckDuckGo, with rate limiting, error handling, and LLM-friendly output formatting.

Comet ML MCP Server

Enables interaction with Comet ML's experiment tracking platform through the Model Context Protocol, providing tools for experiment management, project organization, and advanced search.

FinScreen

Loan officer assistant that uses Claude AI and Plaid banking API to assess loan applicants by pulling financial data and returning structured eligibility verdicts.

mcp-server-bm25-code-search

Enables fast, low-token code search for AI coding agents via a local BM25 engine built on SQLite FTS5, with support for camelCase, snake_case, and Japanese text. Provides a stateless MCP stdio server and a Hermes adapter for multi-agent environments.

MCP Office Documents Server

Let your AI assistant create professional Office documents — PowerPoint, Word, Excel, emails & XML — with a single prompt.

obsidian-vault-mcp

Enables Claude to read, write, search, and manage an Obsidian vault with tools for notes, tags, folders, and full-text search.

semantic-scholar-mcp

MCP server for querying the Semantic Scholar Academic Graph API, enabling paper search, author lookup, citation tracking, and paper recommendations.