发现优秀的 MCP 服务器

snowflake-mcp

Enables AI agents to execute SQL queries and explore Snowflake databases using natural language, with schema discovery, table inspection, and readonly mode.

Financial Data MCP Server

Enables AI models to access real-time financial market data including stock quotes, fundamentals, daily prices, symbol search, and market status via the Alpha Vantage API. Works with any MCP-compatible client like Claude Desktop for natural language interaction.

vap-mcp-server

Execution control layer for AI agents - Reserve, execute, burn/refund pattern for media generation

Google Slides MCP Server

Google 幻灯片的 MCP 服务器

mcp-tour

Integrates the Korea Tourism Organization's API to provide tourist spot recommendations and detailed information, including attractions, food, and accommodation.

OpenSearch MCP Server

Enables AI assistants to interact with OpenSearch clusters for searching indices, retrieving mappings, and managing shards through the MCP protocol.

voz-knowledge-mcp

Crawl and archive VOZ threads, with search and summarization capabilities for AI agents.

QC Database MCP Server

Enables AI assistants to perform QC Database tasks such as uploading records, managing project turnover packages, and signing off on inspections via natural language.

text-to-model

Turn natural language into 3D models in Fusion 360. 64 CAD tools including sketches, extrudes, fillets,and JIS standard parts.

tr-eli-mcp

An MCP server for accessing Turkish legislation (laws, regulations, decrees) via the Adalet Bakanligi API, providing search, full-text retrieval, and structured citations.

Github MCP Server Java

A Java implementation of the GitHub MCP (Model Context Protocol) Server using Spring AI. This server provides MCP-compatible tools for interacting with the GitHub API.

MCP Website Chatbot

A production-grade AI chatbot that enables real-time information retrieval and retrieval-augmented generation for website content. It integrates MCP tools to fetch live data while providing a responsive chat interface with strict guardrails against misinformation.

pyslang-mcp

Provides AI agents with compiler-backed, read-only context for Verilog and SystemVerilog projects using pyslang.

agentbox

MCP server that gives AI agents programmable email inboxes with tools to create inboxes, send and list threaded email, and search messages.

Kafka MCP Server

An MCP server that enables interaction with Kafka clusters to manage topics, monitor consumer groups, and stream messages. It provides a comprehensive suite of tools for broker metadata inspection and local Kafka user management.

financas-mesquita

MCP server that provides access to the municipal financial data of Mesquita/RJ, aggregating SICONFI, PNCP, and the transparency portal. Enables querying expenditures, assets, contracts, and reconciling discrepancies across sources.

AutomateHub

Enables AI agents to automate GitHub repository management, issue tracking, and commits using natural language.

keboola-cli-mcp-server

A deterministic proxy for Keboola CLI operations with automatic git-to-Keboola branch mapping, enabling branch management, CLI command execution, and optional proxy to remote Keboola MCP tools with automatic branch injection.

trove-scot-mcp

MCP server for Scotland's historic environment, providing tools to search, filter, count, and locate heritage sites, listed buildings, scheduled monuments, and properties in care using Historic Environment Scotland's open ArcGIS API. Supports natural language queries for castles, monuments, archaeological sites, and more, returning locations, details, and trove.scot links.

Substrate

A foundation layer for building production-grade Model Context Protocol (MCP) servers with base classes, documentation, and consistent implementation patterns.

Cloud Foundry MCP Server

Cloud Foundry MCP 服务器 (Cloud Foundry MCP fúwùqì)

whoop-mcp-server

MCP server that exposes Whoop API v2 data as tools, enabling natural language queries for cycles, recovery, sleep, workouts, and profile.

sibfly

Provides measured vertical ground motion (subsidence and uplift) for US addresses using NASA OPERA Sentinel-1 InSAR data.

reddit-mcp

Enables reading Reddit content (posts, comments, search) via RSS feeds without an API key or account, supporting subreddit browsing and post retrieval with minimal setup.

@isteamhq/mcp

MCP server for is.team, enabling AI agents to interact with project boards, tasks, cards, sprints, integrations, and real-time notifications.

MCP Ollama Consult Server

Enables consulting with local Ollama models for reasoning from alternative viewpoints. Supports sending prompts to Ollama models and listing available models on your local Ollama instance.

able-mcp

An MCP server for parsing and analyzing Ableton Live .als project files offline, enabling queries about tempo, tracks, clips, and MIDI data through tools like als_summary and als_list_tracks.

mesh-89-tracker-mcp

Exposes the 7-prime spine, 7 kappa-bands, and 6 fold operations as native tools and resources for MCP clients, enabling fold state manipulation and analysis through natural language.

skill-router

A lazy router for Claude Code skills that exposes a library of skills through search, load, and reindex MCP tools, reducing context usage by only loading skills on demand.