发现优秀的 MCP 服务器

Cosmos SDK Migration MCP Server

An MCP server for migrating Cosmos SDK chains from v0.50+ to v0.54.

bc-rig

MCP server for automating Microsoft Dynamics 365 Business Central web and mobile interfaces using Playwright and Android emulator.

Photoshop MCP Server

Enables AI clients to control Adobe Photoshop on macOS through AppleScript using the Model Context Protocol.

Hyros MCP Server

Bridges Hyros attribution data to Claude via MCP tools, enabling real ROAS/revenue reconciliation by campaign and ad account.

yfin-mcp

An enhanced Yahoo Finance MCP server with pagination, caching, and LLM-optimized responses for stock data, financials, options, and analyst info.

FoxTrove Voice MCP Server

Public read-only MCP server for FoxTrove Voice, enabling LLMs to query call logs, customer records, assistant stats, and analytics via secure OAuth.

DocFiller

Enables generating PDFs from DOCX/ODT templates using MCP with support for OpenAI or local Ollama models.

AI Code Toolkit

Enables AI coding agents to generate standardized code using scaffolding templates, enforce architectural patterns, and validate outputs programmatically. Supports creating projects from boilerplates and adding features to existing codebases while maintaining team conventions.

Serper Search and Scrape MCP Server

Enables web search via Serper API with advanced search operators and webpage scraping capabilities to extract content in plain text or markdown format.

ADA Turbo

Provides a complete agency operating system with 20+ roles (strategy, creative, marketing, etc.) accessible via MCP and includes a Pixel Office visualizer for interactive simulation.

equivault-mcp

Official MCP server for EquiVault — AI-powered equity research for Claude. 38 tools covering company fundamentals, financials, ratios, screening, peer comparison, investment narrative, signals intelligence, alerts, briefs, portfolio analytics, insider transactions, and earnings quality. Tier-aware with upgrade prompts. Install: npx equivault-mcp.

Time FastMCP Server

使用了 FastMCP 来复现官方仓库的 Time Mcp Server 功能。

Security Scanner MCP Server

Enables comprehensive security scanning of code repositories to detect secrets, vulnerabilities, dependency issues, and configuration problems. Provides real-time security checks and best practice recommendations to help developers identify and prevent security issues.

agent-memory-mcp-server

Stores and retrieves key-value memories with metadata and namespaces for AI agents. Enables persistent, searchable memory across sessions using the Model Context Protocol.

Intigriti MCP Server

A Model Context Protocol (MCP) server for interacting with the Intigriti bug bounty platform's Researcher API. It enables AI assistants to manage bug bounty programs, submissions, and research workflow.

mcp-flutter-apk-injector

Enables Android APK reverse engineering and Flutter runtime injection through a six-step pipeline of decompile, analyze, synthesize, inject, patch, and repackage. Provides MCP tools for authorized security research and penetration testing.

its-just-ui MCP Server

Enables AI-powered generation, customization, and documentation of its-just-ui React components. Provides tools for component generation, theme management, form creation, responsive layouts, and accessibility guidance.

vizpilot-mcp

Access 1000+ development protocols and steering rules directly in your IDE for technologies like Django, React, and Vue.

Spring Toolkit MCP

A secure-by-default MCP server and CLI for AI agents to inspect Spring Boot repositories and interact with runtime Actuator endpoints, enabling code review, dependency scanning, and monitoring.

mlb-api-mcp

Python MCP server that provides comprehensive access to MLB statistics and baseball data through a FastAPI-based interface. Acts as a bridge between AI applications and MLB data sources, enabling seamless integration of baseball statistics, game information, player data, and more.

hermes-mcp-server

Bridges MCP-compatible AI clients to over 100 Hermes Agent skills for web browsing, file management, code execution, GitHub operations, and more.

AWS Pricing Calculator MCP Server

MCP server that provides tools for automating AWS Pricing Calculator estimate generation.

oyapicks-mcp

Provides prediction-market data as MCP tools, including live prices, keyword search, probability history, volume spikes, arbitrage gaps, and resolutions. Pay per call in USDC on Base with no API key or signup.

gmail-mcp

Deployable MCP server on Cloudflare Workers that connects Gmail to AI assistants, enabling search, read, send, reply-all, forward, attachment handling, and label/thread management across multiple Google accounts simultaneously.

Power BI MCP for Claude

MCP server for Microsoft Power BI and Fabric, enabling Claude to discover workspaces, semantic models, generate and execute DAX queries, and retrieve report metadata via device-code authentication.

GitHub Repository Creator

Enables AI applications to automatically analyze local repositories and create GitHub repositories with proper configuration, topics, and complete setup workflow.

flameox

Enables coding agents to query, compare, and audit local profiler traces, benchmarks, memory captures, and execution evidence without uploading code or data, using CLI and MCP interfaces.

ResearchStat AI

Enables AI-native statistical analysis and reproducible research workflows through MCP, including natural language planning, protocol-based analysis, Python/R cross-validation, and publication-ready figure generation.

real-estate-actual-price

Enables querying Taiwan real-estate actual-price transaction data through MCP tools, including transaction search, market statistics, area listing, and data status, using a local SQLite database.

AGS API MCP Server

Enables AI assistants to interact with AccelByte Gaming Services APIs through semantic search, detailed API information retrieval, and authenticated API execution for game backend operations.