发现优秀的 MCP 服务器

EPA MCP Server

Access EPA environmental data — facility compliance (ECHO), toxic releases (TRI), Superfund sites, drinking water systems, environmental justice screening (EJScreen), and real-time air quality (AirNow) via MCP.

Bike MCP Server

Enables reading, writing, and manipulation of Bike outlines on macOS through natural language, using AppleScript for local document management.

Investment Intelligence MCP

Enables aggregated investment research by combining data from Yahoo/SEC EDGAR, Finnhub, and GDELT with analysis modules for price momentum, news signals, and estimate revisions.

Figma Bridge MCP

Local MCP server connecting AI clients to the Figma desktop app for inspecting and editing Figma documents via the Plugin API.

suse-mcp

MCP server that bridges AI assistants with the SUSE Linux ecosystem, enabling safe access to openSUSE Wiki, OBS, and repositories for system management.

mcp-simbad

Enables querying the SIMBAD astronomical database for object resolution, script execution, ADQL TAP queries, and cone searches using natural language.

Enhanced Grok Search MCP Server

Provides comprehensive web, news, and Twitter search capabilities using the xAI Grok API with both basic and deep analysis modes. It includes advanced features like timeline generation, sentiment analysis, and built-in reliability through caching and retry logic.

debug-mcp

A smart debugging agent that remembers errors, automatically diagnoses issues, and accumulates solutions for faster resolution.

Vínculos Societários MCP

Maps corporate relationships from CPF/CNPJ, revealing participations and related partners for people and companies via a read-only, hosted MCP server.

Superglue MCP

A service that enables agents to build deterministic workflows across apps, databases and APIs using natural language, handling schema mapping, drift detection, and execution of integration pipelines automatically.

Weather MCP Server

Provides access to National Weather Service (NWS) data, enabling users to retrieve active weather alerts for US states and weather forecasts for specific geographic coordinates.

Kanban MCP Plugin

A Kanban board MCP server and Claude Code plugin that allows AI agent teams to create, track, and manage tasks through a structured workflow. It features a web UI for real-time status monitoring and enables users to review, approve, or reject task submissions.

mcp-geo

Enables geographic utilities from public APIs: geocoding addresses and places, reverse geocoding coordinates, retrieving country details, timezone data, and sunrise/sunset times through natural language requests.

Weather Israel MCP Server

Enables users to get real-time weather information for Israeli cities through MCP tools, using Playwright to scrape live data and provide it to the language model.

cb-analytics-mcp

A standalone MCP server plus admin GUI for Couchbase Enterprise Analytics and Couchbase Capella Analytics, exposing 55 well-typed, audited tools for query execution, schema introspection, and cluster management.

MCP-Server-Lighter

Exposes Lighter DEX data (volume, points, rank, liquidity, airdrop eligibility) as MCP tools, letting LLM agents query wallet farming stats in natural language. Read-only, no keys required, works with Claude, Cursor, and Cline.

atlassian-mcp

Enables interaction with Atlassian Confluence through MCP, allowing retrieval of pages by ID and searching with CQL queries.

mcp-emojihub

Enables emoji lookup by category and group, including random emoji selection, using the free EmojiHub API without authentication.

video-mcp

An async video generation MCP server with multi-provider support. Currently in skeleton phase with stub implementations, it will eventually enable video generation through providers like Veo 3.1, Grok Imagine Video, and Sora 2 Pro.

DagPipe Pipeline Generator

Generates crash-proof Python LLM pipelines from plain English descriptions. Pipelines resume from the last successful node after a crash instead of restarting from scratch. IProvider-agnostic , works with Groq, Gemini, Ollama, OpenAI, or any Python callable. Zero infrastructure, runs entirely on free-tier APIs.

Spec Workflow MCP

An intelligent MCP server that helps development teams maintain high-quality project documentation by providing an AI-powered workflow for creating comprehensive specifications through requirements, design, and implementation documents.

tasker

Enables AI agents to manage hierarchical tasks and stories stored as Markdown files, providing tools for creating, listing, editing, and updating task status through the Model Context Protocol.

mcp-svstudio

Enables LLM agents to manipulate Synthesizer V Studio 2 Pro projects, including notes, lyrics, phonemes, vocal attributes, parameters, and playback through the official Dreamtonics Scripting API.

wecom-msg-audit-mcp

Enables AI agents to securely access and search enterprise WeChat (WeCom) chat records with full decryption and auditing, supporting message retrieval, decryption, local storage, and querying via MCP tools.

DB MCP Server

Enables executing SQL queries, schema introspection, and data management for PostgreSQL and MySQL databases via natural language, supporting local, SSH, and AWS RDS connections.

now-mcp

Provides the current date and time, enabling Claude to be time-aware. Supports timezone resolution via argument, URL parameter, or geolocation.

Gitignore MCP Tool

An MCP server that generates project-specific .gitignore files and lists available templates using the gitignore.io API. It allows users to streamline project configuration by creating customized ignore files for various programming languages and development environments.

AgentX

开发的未来就在这里，这个仓库集成了各种 MCP 服务器，并提供了一个名为 AgentX 的 Agent 客户端实现，以使用这些 MCP 服务器来解决现实世界的问题。

memnant

Persistent memory MCP server that remembers decisions and context across coding sessions, automatically logging and surfacing relevant knowledge as you work.

Synapse

Enables AI clients to store and semantically recall durable memories across sessions and tools, with local-first privacy and no API key needed.