Browse MCP servers — page 98
Explore the next set of open-source servers for connecting AI tools to data and workflows.
Tree-sitter Analyzer
aimasteracc
Tree-Sitter-Analyzer is a local-first code context engine for AI-assisted development, combining fast repository retrieval, AST-based structural analysis, and secure MCP integration. It supports 17 programming languages and integrates with AI assistants via the MCP protocol. Requires external configuration of project root and output paths via environment variables.
Watchword
GigLaboCom
An MCP server that lets AI assistants store and retrieve prompts, snippets, and arbitrary text keyed by short, human-readable code words. Supports SQLite, PostgreSQL, and libSQL/Turso backends. Configuration is done via config.yaml and environment variables prefixed with WORDSTORE_.
Wealthy MCP(模型上下文协议)服务器
wealthy
官方的Wealthy MCP服务器,旨在协助用户使用交易平台功能。需要拥有Wealthy交易账户(https://www.wealthy.in/broking)。必须根据README中的指示创建或更新MCP客户端(Claude或Cursor)的配置文件。
X(Twitter)MCP 服务器
rafaljanicki
用于与 Twitter(X)通过 AI 工具交互的 Model Context Protocol(MCP)服务器。需要通过环境变量(TWITTER_API_KEY、TWITTER_API_SECRET、TWITTER_ACCESS_TOKEN、TWITTER_ACCESS_TOKEN_SECRET、TWITTER_BEARER_TOKEN)配置 Twitter API 凭据。
巴西法律研究 MCP 服务器
pdmtt
用于基于代理的巴西法律研究的 MCP 服务器,采用官方来源。需要外部依赖,包括 Google Chrome 和可选的 uv 运行时。该服务器支持代理驱动的巴西法律事务研究。
Agent Room
agent-room-alkl
Agent Room is a multi-agent collaboration layer for AI agents like Claude Code, Cursor, Codex, and Antigravity, built on MCP. It enables real-time distributed development, code review, PR handoff, frontend-backend integration, and microservice coordination across machines. The hosted MCP server is available at https://www.agent-room.com/mcp. Full local install is possible via a shell script from https://www.agent-room.com/install.
Agentset MCP
agentset-ai
用于 Agentset 的 MCP 服务器,Agentset 是一个开源平台,支持检索增强生成(Retrieval-Augmented Generation, RAG)。旨在帮助开发者快速高效地构建智能的文档驱动应用。
AI Agent Marketplace Index Search MCP Server
AI-Agent-Hub
MCP Server for AI Agent Marketplace Index from DeepNLP, allowing AI assistants to search available AI agents by keywords or category. Requires Python 3.10 or higher and a Microsoft Bing Search API key.
AI Canvas
uiNerd16
Open-source animated React and Tailwind components, design systems, and templates. Connect AI Canvas to your AI editor and let your agent search, inspect, and install components for you. The server is read-only and fetches the live registry at runtime.
BatchData - 房地产数据 - MCP 服务器
zellerhaus
一个与 BatchData.io 的全面物业和地址 API 集成的模型上下文协议(MCP)服务器。该服务器提供物业数据访问、地址验证、跳过追踪、地理编码和高级物业搜索功能。需要通过环境变量 BATCHDATA_API_KEY 配置外部 API 密钥。
Bevy Debugger MCP Server
ladvien
A powerful Model Context Protocol (MCP) server that enables AI-assisted debugging of Bevy games through Claude Code. Debug your game state, analyze performance, and test hypotheses with natural language commands. Requires a Bevy game with RemotePlugin enabled. Configuration and setup involve running a setup script for Claude integration.
calendar-mcp
deciduus
A single-process MCP server that gives LLM clients read and write access to Google Calendar using Google OAuth 2.0 Desktop app flow. Requires Google OAuth credentials set via environment variables GOOGLE_CLIENT_ID and GOOGLE_CLIENT_SECRET. OAuth token is cached locally and refreshed automatically.