发现优秀的 MCP 服务器

MCP Gateway

A Home Assistant custom integration that provides standalone MCP server endpoints for each device, enabling per-device tools and auto-discovery via mDNS.

OpenFin MCP

Provides read-only access to curated financial domain knowledge and product data with verified provenance, enabling users to search and retrieve trusted financial information.

mermaid-mcp

Fast Mermaid diagram validation and rendering (PNG/SVG) using jsdom and sharp, no Chromium needed.

nano-banana-claude

An MCP server that provides image generation using Google's Nano Banana Gemini models, with additional tools for background removal, upscaling, and format conversion via deterministic post-processing.

crawler-mcp

Web-crawler MCP server that fetches web pages with static parsing or headless browser fallback, enabling Claude to fetch, extract links, crawl sites, and select content via CSS selectors.

EdgarTools MCP

Enables LLMs to download, parse, and analyze SEC EDGAR filings, including 10-K/Q reports, XBRL financial statements, and insider trading data. It provides structured access to institutional holdings, corporate events, and financial facts for comprehensive investment research.

Remotion Video Generator

Enables AI assistants to create professional YouTube videos using Remotion with a design-system-first approach. Provides 20+ video components, 7 themes, and animated elements optimized for engagement and retention.

mcp_feast

Enables LLMs to inspect and interact with a local Feast feature store through MCP tools, including listing feature views and services, resolving entities, checking freshness, explaining feature values, and optionally pushing swipes or triggering materialization.

reactome-db-mcp

Provides direct SQL access to a locally hosted Reactome database, enabling schema discovery, guarded read-only queries, and ergonomic helpers over the full relational schema.

Figma MCP Server

一个模型上下文协议服务器，可以将 Figma 设计文件与 Cursor、Windsurf 和 Cline 等 AI 编码工具集成，使 AI 工具能够访问和理解 Figma 设计数据，从而生成更准确的代码。

PengStrike AI MCP

Turns any MCP-capable AI agent into a professional penetration testing platform with 150+ security tools, adaptive async tasks, and crash-proof concurrency.

Icon Composer MCP

MCP server for creating Apple .icon bundles with Liquid Glass effects (iOS 26+). 12 tools for programmatic icon creation, glass effect tuning, dark mode, and App Store export.

kelnix-receipt-mcp-api

Turn any receipt into structured, accounting-ready JSON or clean Markdown with one API call. AI-powered vision extracts merchant, date, line items, tax, totals, and suggests GL accounts for instant bookkeeping. 50 free credits on signup.

MCP Custom Tools Server

A comprehensive MCP server with 30+ custom tools organized into categories: date/time operations, file management, system information, text processing, and web operations. Enables async communication with robust error handling and flexible CLI integration.

vibegroup

vibegroup is a Claude Code Channel that enables agents to communicate across repos, machines, and networks by sharing a room and pushing questions and answers into live sessions.

mcp-curiosity-engine

Surfaces forgotten notes from markdown vaults using wikilink graph structure and file mtime to identify dormant notes, then generates cross-domain bridge queries for serendipitous rediscovery.

Codebase Contextifier 9000

Enables semantic code search across multiple repositories using AST-aware chunking and relationship tracking. Supports local LLM embeddings, real-time indexing, and cross-codebase dependency analysis through vector and graph databases.

TTS-MCP

一个模型上下文协议（Model Context Protocol，MCP）服务器，集成了高质量的文本转语音（Text-to-Speech，TTS）功能，可与 Claude Desktop 和其他 MCP 兼容的客户端配合使用，支持多种语音选项和音频格式。

clr-librenms-mcp

MCP server for LibreNMS network monitoring — query devices, alerts, sensors, ports, and more through AI assistants like Claude.

Backpack Exchange MCP Server

A Model Context Protocol (MCP) server that provides AI assistants with tools to interact with the Backpack Exchange API, enabling order management, position tracking, and account balance retrieval.

vchart-mcp-server

A Model Context Protocol (MCP) server for the @visactor/vchart that enables AI assistants to generate interactive charts and visualizations.

Kitsune vulnerability research MCP

This local MCP server keeps vulnerability intelligence, research scope, scanner results, evidence receipts, Bugcrowd VRT assessments, and report drafts in one SQLite ledger. It is built for authorized defensive research and does not scan, exploit, or submit reports.

Backlog MCP Server

一个 MCP 服务器，连接到 Backlog API，提供通过自然语言命令搜索、检索和更新 issue 的功能。

UniArticles MCP Server

Unifies academic literature retrieval from multiple sources like Scopus, ArXiv, PubMed, and Google Scholar into a single standardized API for LLM agents.

connected-car-mcp

Provides telemetry, rule-based anomaly detection, and maintenance recommendations for a synthetic connected-vehicle fleet through five narrow MCP tools, enabling fleet monitoring and analysis without external APIs.

arcscope

A local MCP server that gives AI coding agents symbol definitions, dependency graphs, and a live architecture vocabulary for TypeScript/JavaScript repos, with no network or embeddings.

Remote MCP Server on Cloudflare

Enables deploying and connecting to MCP servers on Cloudflare Workers with OAuth login, allowing remote access to tools via MCP clients like Claude Desktop.

SCAL Digital Assistant Suite MCP Server

Provides tools for generating, quality-controlling, and exporting relative permeability and capillary pressure curves for reservoir simulation, with integration for Claude Desktop and LangGraph agent.

claude-code-docs

Searches Claude Code documentation via BM25 indexing, returning ranked snippets with category filtering. Enables fast, local search over official docs without full-document scans.

HA Vibecode Agent

An MCP server and Home Assistant add-on that enables AI assistants to manage smart homes by creating automations, designing dashboards, and interacting with entities. It features native access to Home Assistant APIs, built-in Git versioning for safe rollbacks, and full management of HACS integrations.