发现优秀的 MCP 服务器

FastAPI Architect MCP

An MCP server that gives Claude Code IDE-level intelligence for FastAPI projects — semantic code navigation, safe renaming, route inspection, dependency trees, and Pydantic model analysis. Instead of Claude reading files blindly, it calls structured tools backed by Jedi (Python language server) and Python's AST.

mcp-server-splunk

Enables AI assistants to search, manage, and analyze data in Splunk instances through the Model Context Protocol. Supports SPL queries, index management, alerts, dashboards, and more.

Brand-to-Theme MCP Server

用于将品牌标识 PDF 转换为 Shopify 主题的 MCP 服务器

ATLAS MCP

Safe, reliable, and verifiable execution for the Model Context Protocol, enabling governed tasks with planning, capability approval, side-effect verification, and evidence receipts.

ClickHouse MCP Agent

Enables querying ClickHouse databases using natural language with AI models, supporting multiple providers and access restrictions via per-call allow-lists.

Index Network MCP Server

Enables ChatGPT integration with Index Network's discovery protocol through MCP tools. Provides quick setup with ngrok tunneling for public access and includes health check, echo, and search functionality.

우리어디가? MCP

Converts package tour schedules and travel information into card-style guides for easy sharing on KakaoTalk. Helps travelers reorganize scattered details from PDFs, chat messages, and websites into structured daily guides, packing lists, cost summaries, and emergency cards.

lanhu-context-mcp

Converts Lanhu design URLs into AI-ready implementation context including HTML+CSS (Tailwind), image downloads, design tokens, and guidance.

MCP Atlassian

A Model Context Protocol server for Atlassian Jira and Confluence that supports both Cloud and On-Prem/Data Center deployments. It enables AI assistants to search, create, and manage issues and pages using secure authentication methods like PAT and OAuth.

GeoRanker MCP Server

An agent-friendly MCP server for the GeoRanker High-Volume API, enabling SEO rank tracking and keyword management through natural language.

fallaudio-mcp

Exposes audio processing tools (inspect, normalize, trim, fade, gain, filter, speed, reverse) as MCP tools, enabling Claude to manipulate WAV files through natural language commands.

MCP Launch Lens

Scores MCP servers for launch-readiness across trust, tool UX, docs, observability, marketplace fit, and partner narrative, and generates partner briefs and launch path comparisons.

discord-mcp

Enables AI clients to manage Discord servers, including channels, messages, roles, members, permissions, threads, invites, events, webhooks, and emoji, through natural language commands.

codex-tencent-connectors

A MCP server plugin that integrates WeCom, QQ Mail, and Tencent Docs with OpenAI Codex, enabling operations like messaging, email management, and document editing through natural language.

Slack MCP Server with SSE Transport

带有 SSE 传输的 Slack MCP 服务器

Elections Canada MCP Server

Provides access to Canadian federal election data, enabling queries about ridings, parties, vote shares, and close races for the 2021 and 2025 elections.

mcp-espn

ESPN MCP — keyless multi-sport live scores, teams, and news via ESPN's public site API.

TestMCP

A Python MCP server that provides a tool called addNumbers for mathematical operations.

Research Oyster

MCP server for local, source-agnostic research, turning briefs into platform-specific searches and cited evidence dossiers with PostgreSQL storage and optional browser capture.

Roblox Studio MCP

Enables AI coding tools to control Roblox Studio for workspace exploration, instance manipulation, and script management. It provides tools for playtesting, scene rendering, and integration with the Roblox Creator Store.

micropub-mcp

Enables AI agents to create, update, delete, and query posts on any Micropub-compatible blog with IndieAuth authentication.

WP Database MCP Server

Read-only MCP server for exploring WordPress MySQL/MariaDB databases. Provides schema inspection, relationship mapping, and safe SQL querying.

Uploadkit

Official MCP server for UploadKit, the file-uploads platform for developers. Gives Claude Code, Cursor, Windsurf, and Zed first-class knowledge of UploadKit's 40+ open-source React components, Next.js route handler scaffolding, wiring, BYOS (S3/R2/GCS/B2) configuration, and full-text search across 88+ docs pages. Runs locally via npx — no API key, no telemetry, no config.

crom-mcp

MCP server for querying the Crom API v2, providing access to SCP Foundation Wikidot site data including page search, author stats, and forum content.

Coart

Enables an infinite canvas for Codex using tldraw, with tools for canvas state, assets, images, HTML, and slide containers, all saved locally.

mcp-arcgis-coquitlam

Enables searching and querying City of Coquitlam, BC open geospatial data via ArcGIS feature services, including parcels, zoning, parks, and city services.

veris

Provenance-first web access for AI agents, delivering clean content with verifiable source metadata and SEC EDGAR financial data.

MSFS SDK MCP Server

A modern MCP server that provides fast, structured access to Microsoft Flight Simulator SDK documentation through natural language and structured queries.