发现优秀的 MCP 服务器

Memory Tracker MCP

An MCP server that gives AI assistants persistent memory using an OpenAI vector store, enabling saving and semantic searching of text memories across sessions.

robinhood-chain-mcp

Enables agents to query live Robinhood Chain data including tokens, wallets, Chainlink feeds, heat scores, and tracking error on tokenized equities, all read-only without API keys.

mcp-europepmc

Enables searching and retrieving biomedical literature from Europe PMC, including articles, abstracts, references, and citations.

Scoop

Extracts LinkedIn saved posts into a structured research index using Chrome DevTools Protocol.

SonarQube MCP Server

Enables Cursor AI to query SonarQube for pull request metrics, issues, file issues, and duplication reports directly, without manual data export.

AgentOverFlow MCP Server

Provides a find_solution tool that retrieves verified, compressed coding solutions from a curated library and injects them into AI coding agents like Claude Code and Cursor via MCP, improving problem-solving success rates by up to 50%.

stardew-mcp

Exposes the Stardew Valley Wiki as structured data via MCP tools for keyword/semantic search, page retrieval, and entity listings.

Suparch

Suparch is an open-source MCP server for searching, comparing, and calculating structured supplement facts.

h1-brain

Connects AI assistants to HackerOne bug bounty history, program scopes, and public disclosed reports for searching, analyzing, and generating attack briefings.

fetch-url-raw

A stateless MCP server that provides a configurable HTTP client tool for LLM agents, supporting custom methods, headers, bodies, timeouts, redirects, response size limits, DNS overrides, and TLS verification.

DOME MCP

Unified FastAPI server exposing 18 tools across 7 domains for the DOME-HUB sovereign stack, including E8 lattice, AMMA monitor, Akashic Records, and more.

Giphy MCP Server

This is an auto-generated Multi-Agent Conversation Protocol server that enables interaction with the Giphy API, allowing users to access and use Giphy's GIF services through natural language commands.

anki-mcp

Exposes Anki as a set of tools for LLM clients, enabling note creation, search, review, and deck management via AnkiConnect.

valorant-mcp

MCP server for Valorant esports that enables querying match schedules, live results, AI-powered analysis, and setting reminders.

Query Engine MCP

Enables agents to perform controlled enterprise data queries through semantic intent, with runtime validation of statistics, filters, granularity, permissions, and physical bindings. Exposes tools like semantic_query for safe, fail-closed access to data horizons and capabilities.

Peliqan MCP Server

Enables AI assistants to interact with the Peliqan platform, providing access to hundreds of data connectors for reading and writing data in business applications.

Travel Planner MCP Server

Provides weather-aware travel planning tools that fetch 3-day forecasts and generate structured itineraries using a multi-agent orchestration system. It exposes specialized agents for weather data and trip planning to any MCP-compliant client.

polygon-io

Provides access to Polygon.io financial data including tickers, OHLC aggregates, daily open/close prices, and news via MCP gateway.

ferric-fred-mcp

A strongly-typed, single-binary MCP server for FRED (Federal Reserve Economic Data), written in Rust.

MCP WebScout

A Model Context Protocol server that provides web search capabilities via DuckDuckGo and advanced content extraction using Crawl4AI and LLM-powered analysis. It enables users to perform web-wide searches and fetch processed website data through automated browser interaction and intelligent summarization.

ableton-mcp

An MCP server to control Ableton Live via the Live API, offering curated tools for transport, tracks, clips, devices, automation, and more, plus a generic layer to access the entire Live Object Model.

Google Docs + Gmail MCP Server

Enables appending structured content to Google Docs and creating Gmail drafts with human-in-the-loop approval.

mcp-serpapi

Wraps SerpApi to enable AI agents to perform web searches via various search engines.

Spotify MCP Server

Enables interaction with Spotify through natural language for music discovery, playback control, library management, and playlist creation. Supports searching for music, controlling playback, managing saved tracks, and getting personalized recommendations based on mood and preferences.

Clerk MCP Server

Enables AI assistants to query and manage Clerk organizations, users, members, and metadata via the Model Context Protocol. It supports both hosted and per-request secret key modes for flexible integration with various AI environments.

infographic-mcp

Renders infographics from DSL syntax into PNG images using AntV Infographic. Supports various templates, image customization, and multiple transport modes (stdio, HTTP, SSE).

arcgis-brampton

Provides access to City of Brampton GIS open geospatial data, enabling search, query, and schema inspection of datasets like parcels and zoning via natural language or tools.

standup-mcp

Generates daily standup drafts from your actual GitHub, Jira, Linear, and Slack activity, grouping work items and detecting blockers.

MCP SQL Server

A Model Context Protocol server that allows Large Language Models like Claude to execute SQL queries, explore database schemas, and maintain persistent connections to SQL Server databases.

clariBIcom

clariBI is an AI-powered business intelligence platform that lets SaaS and ecommerce teams ask plain-English questions across Stripe, HubSpot, Google Analytics, ad platforms, and 30+ other sources. The AI engine picks the right visualization from 24 chart types and generates dashboards automatically.