Server

Node.js/TypeScript MCP server for Atlassian Bitbucket. Enables AI systems (LLMs) to interact with workspaces, repositories, and pull requests via tools (list, get, comment, search). Connects AI directly to version control workflows through the standard MCP interface.

小红书（XiaoHongShu、RedNote）链接提取/作品采集工具

Model Context Protocol (MCP) server providing AI agents with live LinkedIn integration: search jobs, scrape target company profiles, extract job requirements, and fetch personalized job recommendations.

Open-source MCP server for LinkedIn. Give Claude and any MCP-compatible AI agent access to profiles, companies, jobs, and messages.

MCP server for GitLab project management, merge requests, branch commits, and CI/CD pipeline triggers.

Official Model Context Protocol server for Chroma, exposing semantic embeddings search, vector collection management, and document querying.

Model Context Protocol server providing vector similarity search and payload filtering across Qdrant vector databases.

Model Context Protocol server retrieving stack traces, error issues, and debug breadcrumbs from Sentry for automated bug fixing.

Model Context Protocol server for searching, reading, and extracting content from Google Drive documents and spreadsheets.

Model Context Protocol reference server providing secure, read-only and analytical schema exploration and SQL query execution against PostgreSQL databases.

[DEPRECATED] Superseded by systempromptio/systemprompt-template and systempromptio/systemprompt-core. Reference MCP server implementation (OAuth 2.1, tools, prompts, resources, sampling, notifications).

Model Context Protocol server connecting AI assistants to Slack channels, direct messages, and thread summaries.

Creates a simple MCP tool server with "streaming" HTTP.

Model Context Protocol server for inspecting Redis keys, monitoring memory, and querying in-memory datastores.

Model Context Protocol server enabling autonomous browser navigation, web scraping, and HTML screenshot capture for AI agents.

Anthropic's official reference Model Context Protocol (MCP) servers, including Filesystem, SQLite, Git, Memory, and Web Fetch tools for Claude Desktop and Cursor.

MCP server for the complete Zabbix API - 237 tools, multi-server, OAuth 2.1 + bearer auth, PDF reports, systemd ready. Works with ChatGPT, Claude, VS Code, Codex, JetBrains and any MCP client.

Model Context Protocol server for secure command-line interactions on Windows systems

Postman MCP Server — connect AI agents (Claude Code, Cursor, VS Code Copilot, Gemini CLI) to your Postman collections, OpenAPI specs, and environments via Model Context Protocol (MCP)

ConnectMachine MCP server: manage contacts, events, networks, and digital business cards from Claude, Cursor, VS Code, and ChatGPT

12306 MCP Server​​ 是一个基于 ​​Model Context Protocol (MCP)​​ 的高性能火车票查询后端系统。它通过标准化接口提供官方 12306 的实时数据服务，包括余票查询、车站信息、列车经停站、中转换乘方案等核心功能。

MCP server for AI-assisted development of CAP applications

A WooCommerce (MCP) Model Context Protocol server

StarRocks MCP (Model Context Protocol) Server

🏆 A ranked list of MCP servers. Updated weekly.

Vibe Check is a tool that provides mentor-like feedback to AI Agents, preventing tunnel-vision, over-engineering and reasoning lock-in for complex and long-horizon agent workflows. KISS your over-eager AI Agents goodbye! Effective for: Coding, Ambiguous Tasks, High-Risk tasks