This project implements a small team of coding agents using LangGraph and the Model Context Protocol (MCP). The agents use MCP servers to provide tools and capabilities through a unified gateway.
The overall objective of this agent team is to take requirements and code context and create multiple implementations of proposed features; human operators can then choose their preferred approach and proceed, discarding the others.
Tools (6)
read_file
Read file contents
write_file
Create or update files
search_files
Find files matching patterns
create_entities
Add entities to knowledge graph
create_relations
Link entities together
search_nodes
Query the knowledge graph
Details on this page are taken from the project's README. Open README
MaxKB = Max Knowledge Brain, it is an open-source platform for building enterprise-grade agents. MaxKB integrates Retrieval-Augmented Generation (RAG) pipelines, supports robust workflows, and provides advanced MCP tool-use capabilities.
Knowledge Management
UI-TARS-desktop
bytedance/UI-TARS-desktop
12.9k
TARS is ByteDance's multimodal AI agent stack, shipping two projects: Agent TARS (a CLI and Web UI agent built on MCP) and UI-TARS-desktop (a desktop GUI agent).
Knowledge Management
Supermemory
supermemoryai/supermemory
9.4k
State-of-the-art memory and context engine for AI.
Knowledge Management
Cognee
topoteretes/cognee
2.1k
Cognee - The Free Open-Source AI Memory Platform for Agents.
Knowledge Management
Notion MCP Server (Official)
makenotion/notion-mcp-server
1.5k
For the best experience, use Remote Notion MCP, our official hosted MCP server. This repository is a separate, self-hosted MCP server implementation that is no longer actively maintained or supported. Please use Remote Notion MCP instead.
Knowledge Management
DevDocs
cyberagiinc/devdocs
1.4k
[!WARNING] DevDocs Status: Not publicly maintained. Enhanced internal version at CyberAGI — public release coming soon. If you have any questions please reach out to info@cyberagi.ai.