发现优秀的 MCP 服务器

Local Stock Analyst MCP

Provides comprehensive stock intelligence workflows by integrating data from multiple providers for market analysis, technical indicators, and fundamental data. It enables users to perform technical, fundamental, and risk analysis alongside options and news tracking through a unified tool registry.

mcp-git-historian

MCP server for git archaeology — churn hotspots, blame summaries, bus factor, commit forensics and file history over any local repository.

etfedge-mcp

Read-only MCP server for Taiwan active ETF research database, providing tools to list ETFs, track buy/sell deltas, view stock history and PnL, and find consensus buys across ETFs.

obsidian-mcp

Enables LLM clients to read, create, edit, delete, move, and search notes in local Obsidian vaults via direct filesystem access, including tag management and support for multiple vaults.

next2d-development-mcp

MCP server for Next2D application development that generates code following MVVM + Clean Architecture + Atomic Design patterns, validates architecture, and provides API references.

slopweaver

A local-first MCP server that helps Claude Code prioritize your work by searching across your tools like GitHub and Slack.

SSH MCP Server

Enables SSH connectivity and remote command execution on servers, allowing users to test connections and run commands remotely with support for both local networks and public servers.

ASO MCP Server

Enables App Store Optimization research for Google Play Store, including app search, details, reviews, keyword suggestions, and metadata validation.

motherduck-mcp

MCP server for SQL analytics on DuckDB and MotherDuck databases, enabling AI assistants and IDEs to query data via natural language.

Garmin MCP Server

Enables LLMs and MCP clients to securely access your Garmin Connect health and running data, including daily wellness metrics, activity details, training status, and race predictions, for personalized coaching and analysis.

HK Prompt MCP Server

An MCP server that provides custom prompts for guiding bot interactions, specifically to avoid using brackets in descriptions.

AstrBot Desire System 2.0

An AI desire-driven system that maintains nine core drive dimensions, generates thoughts and behavior suggestions, and provides tools to inspect and trigger events via MCP.

MCP Server Validation

GitHub MCP 服务器验证的测试存储库

MCP OpenAI Image Generator

MCP server that wraps OpenAI's gpt-image-2 image generation API, enabling image generation from text prompts, listing saved images, and loading images inline.

mcp-rag-agent

Enables document-based Q&A with multi-modal RAG, hybrid retrieval, knowledge graph reasoning, and multi-agent orchestration via MCP tools.

fred-mcp

Enables querying and retrieving Federal Reserve Economic Data (FRED) including series, categories, releases, sources, and tags, with support for stdio and HTTP transports and bring-your-own-key authentication.

kubernetes-mcp

MCP server that gives AI assistants full access to Kubernetes clusters and Helm, exposing 73 tools for managing pods, deployments, services, configs, secrets, logs, exec, port-forwarding, Helm lifecycle, and more.

spotify-mcp-server

Connects AI assistants to the Spotify Web API, enabling playback control, search, and recommendations.

mcp-lastfm

Provides 41 read-only tools to search and browse Last.fm data, including artists, albums, tracks, user scrobble history, and charts.

Harnios MCP

Harnios is a self-hosted, MCP-based storage system that gives every AI assistant you use — Claude, ChatGPT, Cursor, or anything else — a shared, persistent memory of your business: knowledge base, skills, projects, operational tables, and reports, all in one place. Connect a new tool once, and it reads and writes through the same store instead of starting from zero.

Harness Engineering MCP

Enables AI coding environments to enforce engineering governance through MCP tools and resources for init, check, route, and review workflows.

TokenOracle MCP

Estimates, compares, and controls LLM API costs before agents spend tokens, with tools for cost estimation, model comparison, and budget checking.

io.github.neogeweb3/code-health-suite

Provides 28 MCP tools across 16 analysis engines for comprehensive Python code quality assessment, including complexity scoring, security scanning, dead code detection, dependency auditing, and test quality analysis.

calso

MCP server for Calso, a local Persian calendar and task manager. It provides 17 tools enabling AI to create tasks, read schedules, and plan days with Solar Hijri dates.

Rust Minidump MCP

Analyzes application crash dumps and extracts debug symbols, transforming Windows minidump files into readable stack traces and providing AI-powered crash analysis to help identify root causes and fix critical issues.

Unity MCP

Connects Claude Code to the Unity Editor via MCP, enabling AI-driven control of scenes, assets, components, UI, animations, and more through 91 tools.

multi-mailbox-gmail

Enables connecting and searching multiple Gmail or Google Workspace accounts via friendly aliases, with read-only access and source mailbox attribution for each result.

Feishu/Lark OpenAPI MCP

A toolkit that enables AI assistants to directly call Feishu/Lark API interfaces for automation scenarios like document processing, conversation management, and calendar scheduling.

Simple MCP Server

A minimalist MCP server that provides a single tool to retrieve a developer name, demonstrating the basic structure for Claude's Model Completion Protocol integration.

myUplink MCP Server

Connects MCP clients (e.g., Claude) to your NIBE myUplink heat-pump account for reading sensors and controlling settings via OAuth2 authentication.