发现优秀的 MCP 服务器

transit-mcp

MCP server for Japanese public transit journey planning with interactive map UI, enabling station search, route planning, and departure lookups via natural language.

kube-mcp-operator

Exposes Kubernetes microservice APIs as MCP services by injecting a sidecar into annotated deployments.

universal-memory-mcp

Provides any AI CLI tool with long-term memory using a three-tier architecture (sensory, short-term, long-term) for cross-session persistence, fully local and private.

puregym-mcp

Enables browsing PureGym centers, discovering classes, and managing bookings in Denmark via MCP clients.

OSV

这个服务器可以被用于安全开发，通过列出所有软件包的 CVE（通用漏洞披露）、受影响的版本以及修复版本来实现。

material-web-mcp

Provides programmatic access to Material Web documentation and components for AI agents, enabling documentation search, template generation, and HTML validation.

poly-cloud-mcp

Unified MCP server for managing cloud resources across AWS, Google Cloud, Azure, and DigitalOcean by wrapping their CLI tools.

Cowboy MCP

Open-source WordPress plugin that turns any site into a Streamable HTTP MCP server. Manage posts, WooCommerce, and more from Claude Code, Codex, or Cursor — no Node.js

Archive Search

Enables semantic search across conversation archives via MCP, allowing AI clients to retrieve relevant past conversations using vector embeddings and text fallback.

mcp-director

A management tool for Claude Code that optimizes performance by recommending and switching between task-specific MCP profiles. It enables users to dynamically update their configuration to load only the necessary MCP servers for their current session.

Brain-MCP

Provides AI with persistent memory management including short-term memory (FIFO queue), long-term memory (graph-based storage with associations), and thought process management with multiple cognitive modes for continuous learning and reasoning.

Swedish Law MCP

Enables querying Swedish statutes, provisions, case law, preparatory works, and EU law cross-references from any MCP-compatible client.

DataHub MCP Server

Enables AI agents to search, explore data lineage, understand business context, and generate SQL queries across an organization's data ecosystem.

Hive

Open-source MCP server for collaborative AI agents, providing a shared mailbox, identity model, and notification fabric.

legiscan

Enables querying legislative data from the LegiScan API, including bills and votes, via natural language through an MCP gateway.

GameDev-MCP-Server

Open-source, engine-agnostic MCP server shared by Unity-MCP, Godot-MCP, and Unreal-MCP.

SearchAPI MCP Server

Model Context Protocol server that enables AI assistants like Claude to access searchapi.io API for searching Google Maps, flights, hotels, and other web information.

Porkbun MCP Server

Exposes the Porkbun v3 API as MCP tools for AI agents to manage domains, DNS, SSL, URL forwarding, and account settings.

mcp-json-reader

MCP server for reading, querying, and filtering local JSON files with extended JSONPath syntax, supporting sorting, aggregations, and complex conditions.

multi-model-mcp

An MCP server that exposes tools for sub-agent style reasoning across multiple LLM providers, enabling delegation of prompts to various models and running critique loops, debates, red-teaming, and answer ranking.

KappaML MCP Server

Exposes the KappaML API as tools for AI assistants, enabling user management, model operations, predictions, learning, forecasting, metrics, and checkpoint management.

Sozio Thin

Enables reproducible analysis of 100 curated Swiss open-data resources by searching profiles, materializing PXWeb data, validating and executing SQL, and formatting reproduction details, with reasoning delegated to the MCP client.

mcp-arcgis-lorain

Enables searching and querying Lorain County, Ohio open geospatial datasets including parcels, addresses, zoning, and public works via ArcGIS Feature Services.

Apifox Filter MCP Server

Precisely filter and fetch API documentation from Apifox or any OpenAPI URL, reducing context bloat by fetching only needed endpoints.

article-research-mcp

Multi-source article and tutorial research for agent planning, providing deduplicated ranked briefs from dev.to, Hacker News, and configurable RSS feeds with optional LLM scoring.

galaxy-maps-mcp

Enables validation, saving, publishing, and inspection of Galaxy Maps courses from local JSON files via Firebase integration.

BCB Meios de Pagamento MCP

Provides access to Brazilian Central Bank open data on payment methods, including PIX, card transactions, and more, through natural language queries.

Correctover MCP Server

The first MCP server that verifies AI outputs in real-time, ensuring every LLM response is correct, complete, and reliable before it reaches your editor.