Spring Boot AI
Spring Boot AI is a sample application demonstrating how to build an AI agent using Spring AI, the Model Context Protocol (MCP), and Retrieval Augmented…
Directory
Search MCP Servers
UML-MCP-Server
# UML-MCP-Server [English](README.md) | [中文](README_zh.md) [](https://smithery.ai/serv…
Lspace
# Lspace API & MCP Server > "Books bend space and time... You stray into Lspace at your peril." - Terry Pratchett (Guards! Guards!) 
Notion MCP Server
# Notion MCP Server  This project implements an [MCP…
Laravel Docs MCP Server
A Laravel developer's MCP companion. Get the absolute best advice, recommendations, and up-to-date documentation for the entire Laravel ecosystem.
rtfmbro-mcp
rtfmbro provides always-up-to-date, version-specific package documentation as context for coding agents. An alternative to context7
Hackage Documentation MCP
An MCP server to give Claude easy access to pulling docs
Memory MCP Server
A Model Context Protocol server that provides knowledge graph management capabilities.
IaC Memory MCP Server
This is a personal project to see if Claude 3.5 Sonnet can write a moderately complex MCP Server in Python.
GroundDocs
A version-aware documentation assistant that connects LLMs to trusted, real-time docs to reduce hallucinations and provide accurate, version-specific responses.
Rag Starter
# rag-starter — chat with your documents (RAG), with citations A production-ready starter that turns a folder of documents into a **cited Q&A service**. Drop…
Claude Chat MCP
MCP server for Anthropic Claude Messages API — chat, vision, web search, extended thinking (Rust)
Cursor DB Explorer
Provides access to Cursor IDE's SQLite databases for exploring project data, chat history, and composer information through an API that automatically detects…
Glean
Integrates Glean's search and chat APIs to enable natural language interactions with organizational knowledge bases and chatbots.
GitHub Agentic Chat
Integrates with GitHub's API to enable natural language interaction with repositories, offering tools for searching, creating issues, and performing semantic…
Solomd
A markdown editor — and the bridge to your LLM. Local-first, MIT, ~15 MB. Bundled MCP server lets Claude Code / Codex / Cursor drive your vault directly. 14 AI…
Confluence Mcp Server
Confluence MCP server for Cloud/Server/Data Center. Supports whoami, search, raw CQL, create and update page.
Postgres Ai Guide
# pg-aiguide **AI-optimized PostgreSQL expertise for coding assistants** pg-aiguide helps AI coding tools write dramatically better PostgreSQL code. It…
Web Research
Enables web browsing capabilities through Google searches and webpage content extraction using Playwright for browser automation and Turndown for…
Ragalgo
Dynamic RAG Engine for AI Reliability. We provide mathematically scored context & sanitized data to prevent hallucinations in both static & volatile domains…
Web Fetcher
Enables web content retrieval and processing through headless browsing with Playwright, extracting clean, readable text from complex web pages using Mozilla's…
eRegulations
Transforms complex eRegulations API data into accessible formats for answering user questions about government administrative procedures without context…
Lune
# @retrograde-labs/lune-mcp-server <!-- mcp-name: com.luneresearch/lune --> [](https://…
Bun Documentation MCP
A MCP server that provides Bun documentation to AI assistants. This enables your AI to access up-to-date Bun documentation and provide accurate guidance on Bun…