发现优秀的 MCP 服务器

portkey-admin-mcp

MCP server for Portkey Admin API - 116 tools for prompts, configs, analytics & more.

Atono MCP Server

Connects AI coding tools to an Atono workspace, offering 41 tools to read and write stories, bugs, epics, subtasks, acceptance criteria, timeboxes, glossary, and AI context so agents work with real product knowledge.

hermes-mcp-bridge

A zero-friction stdio MCP bridge connecting Cursor Desktop to a local Hermes Agent, enabling natural language task delegation with session continuity and profile awareness.

Secure MCP Server on Azure App Service

A hardened MCP server that enforces authentication via Easy Auth and OAuth, manages secrets with Key Vault, and restricts network access using VNet integration and API Management, enabling secure tool invocations through a fully private infrastructure.

codex-teams

Enables multi-agent orchestration for OpenAI Codex with shared task DAG, typed mailboxes, heartbeats, and live observation.

@sentientui/mcp

MCP server for SentientUI that gives AI agents in Claude Code, Cursor, and Copilot direct access to experiment data and management actions.

Firecrawl MCP Multiple Keys

A Firecrawl MCP server with built-in support for multiple API key rotation, enabling web search, scraping, crawling, extraction, and more via MCP clients.

Any-API MCP Server

A configurable MCP server that adapts any HTTP API into an MCP toolset with generic HTTP tools (GET, POST, PUT, DELETE) and pluggable authentication. Includes API discovery scripts and supports dynamic tool generation from OpenAPI specs or wordlist scans.

cc-agent

MCP server that spawns autonomous Claude Code agents in GitHub repos, enabling task delegation with persistent state, multi-step workflows, and job monitoring.

Arthur

An MCP server that enables developers to summon AI development team agents directly from their IDE to help with tasks like PR reviews, security evaluation, and CI/CD deployment setup.

MCP Smart Filesystem Server

Provides LLM-optimized filesystem access with intelligent file pagination for large files, lightning-fast ripgrep-powered code search with regex support, and security sandboxing to safely explore and search codebases.

attest-mcp-remote

MCP server for verifying and attesting SHA-256 fingerprints of digital works via Streamable HTTP, with zero-install and privacy-preserving design.

MCP ML Monitor

Monitors ML models in production for data drift and performance degradation, providing automated alerts and retraining recommendations.

stock-images-mcp

MCP server to search and download stock images from Pexels, Unsplash, and Pixabay

Legal MCP Server

Enables legal document analysis using Azure Blob Storage and Anthropic Claude API with streaming capabilities, prompt library management, and document retrieval for PDF files.

Yahoo Finance MCP Server

Enables LLMs to retrieve stock market data and financial information from Yahoo Finance using the yfinance Python library. Supports querying stock prices, historical data, and other financial metrics through natural language.

solve-it

MCP server that provides programmatic access to the SOLVE-IT digital forensics knowledge base, enabling LLMs to query, navigate, and search forensic techniques, weaknesses, mitigations, objectives, and citations.

Taskflow MCP

Automates Notion task workflows with AI-powered tag processing, enabling Claude to interrogate, expand, critique, rewrite, and implement tasks through intelligent tag-based commands.

Image Comparison API MCP Server

Enables users to compare images for visual similarity, detect exact and near-duplicates, and obtain similarity scores and perceptual hash distances via a plain HTTP API.

xlsx-tools-mcp

MCP server for accurately reading and writing Excel .xlsx files while preserving structure, styles, and formulas. Provides tools for inspecting, editing, and aggregating spreadsheet data, with optional LibreOffice recalculation.

Colab MCP

Enables AI coding assistants like Claude Code, Cursor, and Codex to share chat logs, terminal history, and session context with each other. Eliminates the need to re-explain context when switching between different AI coding tools.

bangla-news-mcp

A Model Context Protocol server that retrieves Bangla news headlines and allows querying news by topic for integration with LLMs.

AWS-Auth

MCP server for AWS SSO authentication and profile management, enabling AI assistants to check identity, switch profiles, and manage EC2/EKS resources.

Anki Connect MCP Server

Enables interaction with Anki desktop flashcard app through the AnkiConnect plugin. Provides tools to manipulate notes and make arbitrary RPC requests to manage flashcards and decks.

Gemini MCP Tool

MCP server that integrates Google Gemini CLI with AI assistants, enabling large file analysis and natural language queries without an API key.

OpenAPI Search MCP Server

Enables AI assistants to load, parse, and query OpenAPI/Swagger documentation from URLs with intelligent search across endpoints, schemas, and authentication methods. Provides 10 specialized tools for comprehensive API exploration including path details, operation lookups, and multi-criteria search capabilities.

SSH Real MCP Server

Enables SSH remote command execution on any host using the system ssh binary, supporting existing configurations like ssh-agent, ProxyCommand, and jump hosts.

mcp-eurostat

Enables querying Eurostat statistical data through natural language or direct MCP tools, wrapping the Eurostat API without authentication.

pkg-oracle

An MCP server that verifies npm and PyPI packages before installation, checking for existence, known vulnerabilities, OpenSSF scorecard, and typosquatting, returning an ALLOW/WARN/BLOCK verdict.

Grasshopper MCP Workflow

Connects Grasshopper and Cursor through MCP protocol, enabling natural language control of Grasshopper components, workflow automation, and parametric design operations.