RAGDocs (Vector Documentation Search)
Enables semantic documentation search and retrieval using vector databases, allowing for URL extraction, source management, and indexing queues with support…
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AI Agent with Architectural Memory
Gives any AI coding agent persistent codebase understanding. 5 tools: analyze impact (FREE), generate tests and code (PRO, 40x fewer tokens). Works with…
Skill Seekers
Transform 17 source types (docs, GitHub repos, PDFs, videos, Jupyter, Confluence, Notion, Slack/Discord) into AI-ready skills and RAG knowledge. 35 MCP tools…
Memory Graph
A graph-based Model Context Protocol (MCP) server that gives AI coding agents persistent memory. Originally built for Claude Code, MemoryGraph works with any…
Mindswap
Local-first AI context and memory server for cross-tool coding continuity. MindSwap helps coding agents and developers persist project context, search prior…
Taskbounty
Browse open bounties, request short-lived authenticated repo access, submit PRs, and check verification status. Fixes are run against the repo's own test suite…
Lemonade
Lemonade helps users discover and run local AI apps by serving optimized LLMs right from their own GPUs and NPUs. Join our discord…
Engraphis
Local-first AI memory engine for coding agents with Ebbinghaus decay, bi-temporal facts, and hybrid retrieval.
MagicPod
# magicpod-mcp-server An MCP (Model Context Protocol) server that integrates your AI agents with MagicPod ## Getting Started [Cursor](https://cursor.com)…
🤖 AI-Powered Kubernetes Assistant with MCP
An AI‑driven Kubernetes assistant that uses the Model Context Protocol (MCP) to accept natural‑language queries and execute safe kubectl and helm commands. It…
Janus Analytics
# Janus Analytics MCP Server An [MCP server](https://modelcontextprotocol.io) that connects AI coding agents to your [Janus](https://addjanus.ca) analytics…
container-use
Development environments for coding agents. Enable multiple agents to work safely and independently with your preferred stack.
MCP-Mem0: Long-Term Memory for AI Agents
<h1 align="center">MCP-Mem0: Long-Term Memory for AI Agents</h1> <p align="center"> <img src="public/Mem0AndMCP.png" alt="Mem0 and MCP Integration"…
Coder DB - AI Memory Enhancement System
An intelligent code memory system that leverages vector embeddings, structured databases, and knowledge graphs to store, retrieve, and analyze code patterns…
Real Browser MCP
MCP server + Chrome extension that gives AI coding agents control of your real browser with existing sessions and logins. Works with Cursor, Claude, Windsurf…
Faster Fixes
The open-source feedback pipeline for AI-native dev teams. Built for developers, designed for their clients.
Heor Agent
# HEORAgent MCP Server [](https://www.npmjs.com/package/heor-agent-mcp)…
kubectl-ai: Your AI-Powered Kubernetes Assistant 🤖
kubectl-ai is an intelligent assistant that uses artificial intelligence to enhance Kubernetes management tasks. It provides AI-powered suggestions, command…
web-eval-agent MCP Server
About An MCP server that autonomously evaluates web applications.
Strands Agents MCP Server
This MCP server provides documentation about Strands Agents to your GenAI tools, so you can use your favorite AI coding assistant to vibe-code Strands Agents.
MCP LLM
An MCP server that provides LLMs access to other LLMs
SystemPrompt MCP Server
This TypeScript-based server implements a simple notes system, allowing users to create and manage text notes and generate summaries, showcasing core MCP…
MCP Knowledge Base
A lightweight knowledge base assistant using MCP with LLM integration. Features a streamlined server-client architecture combining custom tools with a…
Shinobi
Shinobi gives every AI coding agent on your machine — and every cloud Claude session — one shared task spine, decision log, and searched dead-ends ledger…