发现优秀的 MCP 服务器

Lific

Self-hosted issue tracker built for agent-driven development. One binary, SQLite storage, MCP-native, with a web UI, REST API, and CLI for the humans.

kilo-computer-use

MCP server that connects AI agents to a real Chrome browser via a WebSocket extension bridge, enabling over 40 browser control tools without debug mode or profile isolation.

GSAP Master MCP Server

Transforms Claude into a GSAP animation expert with AI-powered natural language animation creation, complete API coverage, and production-ready patterns for all GSAP features and plugins.

Telephony MCP Server

Enables LLMs to make voice calls and send SMS messages through the Vonage API, allowing AI assistants to perform real-world telephony operations with support for speech recognition and multi-language conversations.

Engineering MCP Server

Enables language-model agents to create, modify, analyze, and persist process-engineering diagrams (P\&IDs and flowsheets) in machine-readable formats via the Model Context Protocol.

Google Flights MCP

Enables real-time one-way and round-trip flight searches from any MCP client without an API key or account, returning live fares, historical price insights, and bookable links supported by disclosed sponsored cards.

Sharesight MCP Server

Connects AI assistants to the Sharesight portfolio tracking platform via the v3 API for managing investment portfolios and holdings. It enables natural language queries for performance reporting, dividend tracking, and custom investment management.

rules-as-code-mcp

Deterministic SNAP eligibility logic, exposed as auditable Model Context Protocol tools. An AI agent can read, reason, and orchestrate, but the eligibility determination itself is made by versioned, tested, cited code that a caseworker, an auditor, or a court can inspect.

CloudGuard MCP

A read-only MCP server for inspecting AWS resources, detecting misconfigurations, and estimating costs across EC2, S3, and IAM, enabling agents to safely query and analyze cloud infrastructure.

Web Search Router

A remote MCP server that routes web search queries across multiple providers (HTTP APIs, external MCP servers, LLM with grounding) with intelligent fallback and quota management.

AltText.ai MCP Server

Enables AI assistants to generate alt text, manage image libraries, and audit web pages for accessibility using the AltText.ai API.

ProxyBase MCP

Give AI Agents Residential SOCKS5 Passports to Bypass Bot Defenses.

NotebookLM MCP Server

Enables AI assistants to programmatically access and control Google NotebookLM, supporting operations like notebook management, source addition, audio generation, and more via natural language.

MCP Weather Server

A simple MCP server demonstrating tools, resources, and prompts for weather data, built during an Agentic AI Internship.

Domain-MCP

A simple MCP server that enables AI assistants to perform domain research including availability checking, WHOIS lookups, DNS record retrieval, and finding expired domains without requiring API keys.

@kodim/mcp-cloudflare-dns

MCP server for managing and analyzing Cloudflare DNS — zones, records, analytics, and DNSSEC.

CodeLens MCP

A local MCP server that enables LLM clients like Claude to perform semantic code search and answer questions about a codebase using tree-sitter parsing and sqlite-vec vector storage.

UnrealMCPHub

Central management platform for Unreal Engine MCP instances that bridges AI agents with Unreal Engine, handling plugin installation, project compilation, editor launch, crash recovery, and transparent proxy of tool calls.

MCP by Amal Alexander

An MCP server that connects AI assistants to SEO platforms like Google Search Console, GA4, Bing Webmaster Tools, and Adobe Analytics, enabling natural language queries about SEO performance.

Toronto MCP Server

An MCP server that provides tools for intelligently querying, analyzing, and retrieving datasets from Toronto's CKAN-powered open data portal. It enables AI assistants to perform natural language searches, inspect data structures, and track dataset update frequencies across the city's open data catalog.

Brainrot MCP

Automatically plays Subway Surfers gameplay in the background during coding sessions to provide continuous dopamine stimulation. Activates when users start coding conversations and stops when finished, requiring zero manual intervention.

notion-slim

A token-optimized MCP server for Notion that reduces context window usage by 73% while preserving full functionality, enabling AI assistants to interact with Notion efficiently.

WebMCP Action Receipt Gate MCP

A paid remote MCP server that issues and checks structured action receipts, with audit logs and reviewer-ready evidence for WebMCP actions.

herohunt-mcp

Enables AI agents to search for talent across LinkedIn, GitHub, and StackOverflow using the HeroHunt People Search API.

rocketcyber-mcp

An MCP server for the RocketCyber Managed SOC platform that provides read-only access to security data including incidents, agents, and events. It enables users to monitor and query security information through 10 specialized tools and resources.

duckduckgo-mcp

A MCP server for DuckDuckGo HTML search. Unlike other DuckDuckGo MCP servers, this one isn't just AI slop.

biothings-mcp

Provides a Model Context Protocol server for accessing and querying biomedical data from BioThings services, including gene, variant, chemical, and taxon annotations.

academic-stats-advisor

An MCP server that enables AI assistants to call statistician's decision logic for recommending statistical tests, checking assumptions, interpreting results, and planning sample sizes.

bad-mcp

A harness for building test MCP servers that reproduce common attack patterns, enabling detection evaluation via streaming HTTP or stdio.

Outlook MCP Server

Enables LLMs and MCP clients to read, search, and manage Microsoft Outlook emails through a standardized interface.