agent-network
★ 101
vs
Graft
★ 10.7k
agent-network vs Graft
agent-network: Agent Network is a local-first multi-agent collaboration platform that runs entirely on your machine. It provides a unified CLI to manage Hub, Web Dashboard, and multiple agents, supporting various LLM providers and automatic task distribution via MCP tools. Optional LAN sharing is available.; Graft: Graft is an open-source context layer designed to accelerate and optimize coding agents like Claude Code, Cursor, and Gemini by providing deep contextual understanding of large codebases. It builds a human-readable code graph and linked markdown nodes, enabling agents to operate faster, cheaper, and with higher correctness by avoiding repeated code exploration.
01
TL;DR
agent-networkMulti-Agent · ★ 101
Running multiple AI agents locally for collaborative task execution
GraftCode Assistant · ★ 10.7k
When to choose:
- You want to generate a readable, interconnected Markdown knowledge graph of your repository so coding agents (Claude Code, Cursor) can grep and explore without expensive re-indexing.
- You want to reduce context token waste by giving agents precise map-like documentation of modules and call paths.
When to skip:
- You need an enterprise graph database with semantic vector embeddings and Cypher queries; code-graph-rag with Neo4j fits that scale.
- You only have a small, single-file script or a trivial repository.
02
Side-by-Side Comparison
Field
agent-networkGraftCategory
Multi-Agent
Code Assistant
Stars
★ 101
★ 10.7k
License
Apache-2.0
MIT
Install Command
npm install -g @sleep2agi/agent-network
npm install -g @nanonets/graft && graft init
Updated
1d ago
1d ago
Open Source
Yes
Yes
Tags
agent-network, ai-agents, anthropic
ai-agents, anthropic, claude-code
03
Features
agent-network01Single CLI for Hub, Dashboard, and Agent runtimes (Claude Code CLI, Claude Agent SDK, Codex SDK)
02Switch between 8 LLM providers (Anthropic, OpenAI, MiniMax, DeepSeek, GLM, Kimi, InternLM, OpenRouter) via ANTHROPIC_BASE_URL
03Local or cross-server mesh network with real-time SSE communication and automatic agent discovery
0417 built-in MCP tools for automatic task delegation between agents without manual orchestration
05Built-in Web Dashboard (Chat, Nodes, Tasks, Messages, Networks, Logs, Admin) with 4 themes
Graft01Generates a human-readable, linked markdown graph of the codebase for contextual understanding.
02Provides real explanations of system parts and their connections, bypassing redundant agent exploration.
03Automatically refreshes the code graph against the working tree for real-time accuracy, even with uncommitted edits.
04Supports multiple LLM providers for generating summaries, allowing users to use their preferred models and keys.
05Acts as a local, regenerable cache (`graft/` folder) that is not committed to version control.
04
Use Cases
agent-network↳Running multiple AI agents locally for collaborative task execution
↳Deploying agents across multiple servers or workstations connected via a single Hub
↳Unified management and switching between various LLM providers for different agent tasks
Graft↳Accelerating coding agents for faster and cheaper code understanding and generation.
↳Onboarding new developers or agents to complex codebases by providing pre-mapped context.
↳Identifying the blast radius of code changes to understand potential impacts.
↳Enhancing agent correctness in resolving real-world GitHub issues (SWE-bench verified).
↳Optimizing tool-call, token, and latency savings for LLM-powered coding workflows.
05
Best For
agent-network—
GraftMost PopularEssentialTrending
FAQ
FAQ
What is the difference between agent-network and Graft?
Both agent-network and Graft are in the Multi-Agent category. agent-network has 101 stars, while Graft has 10.7k stars.
Which is better, agent-network or Graft?
The best choice depends on your use case. Choose agent-network if Running multiple AI agents locally for collaborative task execution, and Graft if Accelerating coding agents for faster and cheaper code understanding and generation..
Is agent-network free or open source?
Yes, agent-network is open source on GitHub (Apache-2.0).
Is Graft free or open source?
Yes, Graft is open source on GitHub (MIT).
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