AGENTKIT

Structural intelligence. Zero data leakage.

AgentKit is a local daemon that gives AI coding CLIs deep knowledge of your codebase structure and compresses dev tool output. Everything runs on your machine.

Install AgentKit View Docs

AgentKit — Code Knowledge Graph visualization with node connections and community detection

CAPABILITIES

Two capabilities. One daemon.

CODE KNOWLEDGE GRAPH

Structural codebase intelligence

AgentKit extracts an AST-based knowledge graph from your codebase — functions, classes, methods, imports, call graphs, module communities. Structural queries respond in < 300ms without reading any files.

< 300ms query timeAST-extractedGraph-native

Code Knowledge Graph

TOKEN COMPRESSION

30–90% fewer tokens from dev commands

AgentKit wraps 30+ dev tools and returns compressed summaries instead of raw output. Full logs are saved to disk — agents can retrieve them when needed, but Claude’s context stays clean.

30–90% token savings30+ tools wrappedFull logs on disk

Command Output Compression

9 MCP TOOLS

A complete graph query API.

AgentKit exposes 9 MCP tools that give Claude structured access to your code graph. Every tool responds in milliseconds, no file reads required.

query_graph

Semantic search across the full code graph

get_node

Get details on a specific node by ID

get_neighbors

Find all nodes connected to a given node

graph_stats

Overview statistics of the full graph

shortest_path

Find the shortest path between two nodes

affected_nodes

Nodes affected by changes to a given node

god_nodes

Identify highly-connected hub nodes

get_community

Get all nodes in a detected module community

explain_node

Natural language explanation of a node's role

30+ TOOLS WRAPPED

Works with your whole dev stack.

gitgocargonpmpnpmyarnpytestdockerkubectlhelmterraformgradlemavenmakecmakegccrustcpythonnodedenobuneslinttscvitestjestrspecrailsdjangofastapi

Runs entirely on your machine.

AgentKit processes your code locally. No telemetry. No cloud sync. No data leaves your network. Self-hosted, forever.

Zero network calls

The daemon never phones home. All graph queries run locally.

No telemetry

We collect nothing. No usage data, no crash reports, nothing.

Air-gap compatible

Works in fully isolated environments with no internet access.

SETUP

One config line.

Add to .claude/mcp.json. AgentKit starts automatically with every Claude session.

{
  "mcpServers": {
    "agentkit": {
      "command": "npx",
      "args": ["@origins-ai/agentkit", "--project", "."]
    }
  }
}

Add to .claude/mcp.json. AgentKit starts automatically with every Claude session.

Structural intelligence, zero footprint.

Install AgentKit in two minutes. Your code knowledge graph is built locally — no data ever leaves your machine.

Install AgentKit View Docs