发现优秀的 MCP 服务器

swarm-mcp-server

An MCP server that lets multiple AI coding agents coordinate as a swarm, with agent registration, task queues, messaging, a shared knowledge base, and fleet-wide machine capacity tracking.

db-mcp

Enables LLM agents to query databases with read-only access, while requiring human approval for writes through a token-based confirmation system.

gq-insight-mcp

Enables semantic search and grounded answering over customer-research interviews, with every answer traceable to source quotes.

gander

Enables AI agents to fetch and extract clean, readable content from web pages, and search within pages for specific queries, without needing a full browser.

Jira MCP Server

Provides AI models with full access to Jira Cloud functionality, enabling issue management, project tracking, sprint planning, and agile board operations through the Jira REST API v3 and Agile API 1.0.

MCP Time Server

镜子 (jìng zi)

PeopleBox ATS MCP Server

Enables interaction with the PeopleBox Applicant Tracking System (ATS) to manage candidates, positions, and recruitment pipelines. It provides tools for searching candidate profiles, adding notes, and tracking application timelines through natural language interfaces.

AbletonMCP

A powerful MCP server that enables Claude Desktop to control Ableton Live for automated music production, specializing in techno and industrial music generation.

iddaa-mcp

MCP server that provides structured access to real-time sportsbook data from iddaa, including live events, competitions, and league fixtures with strategy analysis. Designed for AI agents and automation workflows.

Claude Memory MCP Server

Enterprise-grade MCP server for persistent, intelligent memory management across Claude Code sessions.

Conducted MCP

An MCP server that helps AI agents plan and track software projects using the Conducted Development methodology, providing artifact validation, kickoff guidance, and project rituals.

GEDCOM MCP Server

Enables AI agents to create, edit, and query genealogical data from GEDCOM files. Supports complex genealogy searches, automatic data enrichment from web sources, relationship analysis, and biography generation for individuals and families.

image-relay-mcp

Enables image generation and editing via third-party relay services. Returns local file paths and Markdown display hints.

Weather MCP Server

基于HelloAgents框架的天气查询MCP服务器，支持12个中国主要城市实时天气查询，使用wttr.in API无需密钥。

brain-fight-mcp

An MCP server that stages Angel vs Devil inner conflict debates with deterministic relationship, memory, and turn management, letting client LLMs perform the dialogue.

clelp-mcp-server

Search and discover 3,500+ AI tools, MCP servers, and Claude Skills with community ratings. Find the best tools by category, compatibility, and real user reviews.

meok-w3c-tdm-rights-mcp

An MCP server for issuing and scanning TDM reservation signals (HTTP, HTML, robots.txt, C2PA) and signing training-run liability shields to ensure EU AI Act compliance.

Cofound Plugin

MCP-native co-founder directory. Your AI agent searches the directory, screens inbound pitches, and drafts replies.

Google Search Console MCP Intel Engine

Transforms raw Google Search Console signals into actionable marketing insights, such as detecting cannibalization, segmenting search intent, and identifying citation opportunities, for any MCP-compliant AI agent.

Loki MCP Server

用于 Grafana Loki 的 MCP (模型上下文协议) 服务器

weather-mcp-server-js

A remote MCP server that exposes a get_weather tool for real-time current weather queries of any city via the free wttr.in API, supporting Streamable HTTP transport.

llm-d-bench-mcp

Enables Claude Code to benchmark llm-d from plain English, providing 35 tools and 5 workflow prompts for probing clusters, planning, deploying, running benchmarks, and analyzing results via the Model Context Protocol.

Mevzuat MCP

Provides programmatic access to the Turkish Ministry of Justice Legislation Information System (mevzuat.gov.tr). It enables searching for legislation, navigating hierarchical article structures, and retrieving article content in Markdown format.

kevros-mcp

Governance primitives for autonomous agents. Verify actions against policy, record signed provenance, and bind intents cryptographically. Free tier available.

Playwright MCP Server

An MCP server that provides browser automation using Playwright, enabling LLMs to interact with web pages through structured accessibility snapshots.

@businessmaps/mcp

An MCP bridge server that allows AI tools to call functions and execute code directly within a web browser tab. It enables developers to register custom browser-side tools with full access to the DOM, web APIs, and local application state.

norway-location-transport-mcp

Enables AI agents to access Norwegian public transport and geospatial data, including trip planning, stop departures, address search, elevation, and administrative boundaries, via the Entur and Kartverket APIs.

sql-specialist-mcp

Enables natural-language querying of a SQLite database through a locally served, fine-tuned text-to-SQL model exposed as an MCP tool, offering fast and cost-free SQL generation and execution.

transcend-mcp-server

AI-powered route optimization MCP server for heavy vehicles and logistics. Calculate truck-optimized routes, predict traffic congestion with LSTM neural networks, compute toll costs, fuel costs and CO2 emissions, find truck stops and check weather along any European route.

Google Search Console Audit MCP

Read-only MCP server for Google Search Console: performance queries, URL inspection, indexing checks, sitemaps, and one-call HTML SEO audit reports.