发现优秀的 MCP 服务器

MCP Qdrant Codebase Embeddings

A Model Context Protocol server that provides semantic understanding of codebases using Qdrant vector database, enabling AI assistants to search files by purpose, discover relationships between files, analyze architecture, and identify refactoring opportunities.

MCP Server Kubernetes

Manages Kubernetes clusters through kubectl and Helm operations including pod cleanup, node management, and troubleshooting.

Ansible Tower MCP Server

Ansible Tower 的 MCP 服务器

slack-readonly-mcp

A self-hosted, read-only Slack MCP server that runs locally and provides read-only access to Slack channels, messages, and users via the Slack Web API, with no third-party intermediary.

openapi-mcp

Point it at an OpenAPI 3.x document and get an MCP server that exposes the API's endpoints as typed, validated tools for Claude or any MCP client.

Remote MCP AuthKit

Enables remote MCP client connections with WorkOS AuthKit authentication, supporting organization-centric user management and permission-based tool access control.

@integradte/mcp

MCP server for querying Chilean electronic invoicing data via the IntegraDTE API. Enables language models to retrieve tax documents, folios, statistics, and more.

figma-pilot

Enables AI agents to create, modify, and manage Figma designs through natural language commands via a specialized MCP server and plugin bridge. It supports a wide range of operations including element creation, property modification, component management, and accessibility checks.

mcp-java-dev-tools

Bridges agentic coding tools and live Java runtime behavior through a lightweight sidecar agent. Attaches directly to a running JVM to provide bytecode-level runtime signals for probe-verified inspection and deterministic debugging.

my-voice-mcp

A local-first MCP server that builds compact voice profiles from writing samples, then compares, rewrites, or generates new text in that voice.

eds-mcp-server

An MCP server that supercharges AEM Edge Delivery Services development in IDEs by providing tools for scaffolding blocks, validating code, and generating configurations directly through natural language.

Perplexity MCP Server

Integrates with Perplexity's API to provide web search and AI-powered answers with citations. Offers a three-tier research workflow: search for sources, ask for grounded AI answers, and ask_more for deeper analysis using advanced models.

MCP Browser Server

A browser automation MCP server providing 30 tools for navigation, interaction, page information, state checks, tab management, and more, enabling natural language control of browsers via MCP-compatible clients.

MCP Brave Search Server

Enables web search using the Brave Search API, with configurable query and result count.

teambition-local MCP

Wraps Teambition Open Platform v3 API as MCP tools for batch task creation, enabling n8n workflows to search projects, manage members, and create tasks.

Google Sheets MCP Server

Implements an MCP server that interacts with Google Sheets to store and retrieve prompts and ideas, allowing management of textual content with metadata across spreadsheet tabs.

Student Registration MCP Server

Enables AI assistants to manage student registration through natural language commands. Supports registering new students, listing all students, and retrieving specific student information with data validation.

UnClick MCP Server

MCP server for the UnClick agent platform, providing native endpoint tools for browser automation and AI agent workflows.

Todo MCP Server

Enables Claude to manage todo lists with full CRUD operations including creating, listing, toggling completion status, deleting, and searching todos. Uses SQLite database with Prisma ORM for reliable data persistence and includes optional due date functionality.

AI Makerspace MCP Demo Server

Enables web search capabilities through the Tavily API and serves as a demonstration platform for building custom MCP tools. Designed for educational purposes to showcase MCP server development and LangGraph integration.

nockchain-mcp

Enables agents to read Nockchain data through seven read-only tools, including accurate balance lookups, payment verification with confirmations, block and transaction inspection, and endpoint health monitoring. It resolves balances missed by the public address selector and avoids answering from stale nodes.

GrowthToolkit MCP Server

Gives AI assistants the power to find verified emails, phone numbers, and rich contact data from 575M+ professionals across 30M+ companies via GrowthToolkit's API.

shoonya-mcp

Enables algorithmic trading on the Shoonya platform through natural language commands, with military-grade encryption for credential security.

ScienceTokyoLMS-mcp

MCP server for Science Tokyo LMS, enabling course material download, assignment deadline checks, and more via tools like list_courses and get_upcoming_deadlines.

postmcp

MCP server for API request automation and testing, with multi-project workspaces, environment profiles, OAuth2 support, WebSocket testing, assertions, and history auditing.

Aion Memory Nexus

A trusted memory and predictive analysis MCP server for AI agents, enabling evidence-based memory management, pattern analysis, and decision support with full audit trails.

parental-control

An open-source MCP server that gives parents real-time oversight and guardrails over their children's AI agent interactions, with features like content filtering, spiral detection, and approval flows.

morgen-mcp

Enables AI clients to fetch and list calendar events from Morgen, supporting end-of-day diary generation by providing schedule data.

building-register-mcp

Queries South Korean building register data (e.g., floor area, parking, seismic design) via a single unified tool, converting API responses to Korean field names for easy AI understanding.

dep-diff-mcp

Translates a lockfile diff into a human-readable upgrade plan. For every dependency bump (npm or PyPI) returns semver class, breaking changes from GitHub release notes, CVEs fixed in the range, migration guide links, and a clear per-package recommendation. Bulk tool ranks up to 50 package changes in parallel by risk (security > caution > review > likely-safe > safe).