AgentIndex icon
AgentIndex
ai-devkit logo
ai-devkit
★ 1.7k
vs
Graft logo
Graft
★ 10.7k

ai-devkit vs Graft

ai-devkit: AI DevKit is a local-first operating layer for teams running several coding agents. One .ai-devkit.json reconciles skills, MCP and setup across Claude Code, Codex CLI, Gemini CLI, opencode, Pi, Cursor, Copilot and others; agent console is a live TUI for running sessions; agent send routes prompts, logs or stdin to a running agent; and a local SQLite memory is searched over MCP when needed. A dev-lifecycle skill guides requirements, design, planning, implementation, testing and review.; 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

ai-devkit logo
ai-devkitDev Tooling · ★ 1.7k

Keeping one setup across Claude Code, Codex and Cursor in a team repo

Read ai-devkit full review →
Graft logo
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.
Read Graft full review →
02

Side-by-Side Comparison

Field
ai-devkit logoai-devkit
Graft logoGraft
Category
Dev Tooling
Code Assistant
Stars
★ 1.7k
★ 10.7k
License
Apache-2.0
MIT
Install Command
npx ai-devkit@latest setup && npx ai-devkit@latest init
npm install -g @nanonets/graft && graft init
Updated
1d ago
1d ago
Open Source
Yes
Yes
Website
↗ Visit
↗ Visit
GitHub
↗ GitHub
↗ GitHub
Tags
coding-agents, claude-code, codex
ai-agents, anthropic, claude-code
03

Features

ai-devkit logoai-devkit
01One .ai-devkit.json that writes agent files, skills and MCP setup for each tool you pick
02agent list and agent console to supervise sessions across providers
03agent send with --stdin, --wait and groups to route work to running agents
04Local SQLite memory exposed via MCP and CLI, retrieved only when useful
05dev-lifecycle, verify, tdd, review, debugging and security skills
Graft logoGraft
01Generates 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

ai-devkit logoai-devkit
↳Keeping one setup across Claude Code, Codex and Cursor in a team repo
↳Piping test output to a running agent or a group of reviewer agents
↳Giving agents searchable project conventions without bloating every prompt
Graft logoGraft
↳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

ai-devkit logoai-devkit
—
Graft logoGraft
Most PopularEssentialTrending
FAQ

FAQ

What is the difference between ai-devkit and Graft?
Both ai-devkit and Graft are in the Dev Tooling category. ai-devkit has 1.7k stars, while Graft has 10.7k stars.
Which is better, ai-devkit or Graft?
The best choice depends on your use case. Choose ai-devkit if Keeping one setup across Claude Code, Codex and Cursor in a team repo, and Graft if Accelerating coding agents for faster and cheaper code understanding and generation..
Is ai-devkit free or open source?
Yes, ai-devkit is open source on GitHub (Apache-2.0).
Is Graft free or open source?
Yes, Graft is open source on GitHub (MIT).
Cloud Infrastructure
Ad

Deploy on DigitalOcean

Host your MCP servers, Docker containers, and AI agents with $200 free credit over 60 days.

Claim $200 Free Credit
→

Related

Alternatives to ai-devkit →Alternatives to Graft →ai-devkit details →Graft details →