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Documentation Index

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KiroGraph gives Kiro (and 34 other MCP-capable tools) a semantic knowledge graph that’s pre-indexed and always up to date. Instead of scanning files to understand your code, your AI agent queries the graph instantly — symbol relationships, call graphs, type hierarchies, and impact radius — all in a single MCP tool call.

Quickstart

Install KiroGraph and wire it up to Kiro in under 5 minutes.

How It Works

Understand the indexing layers, graph model, and semantic engines.

MCP Tools Reference

Full reference for all 126 MCP tools across every module.

CLI Reference

Every CLI command, flag, and option with real examples.

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Why KiroGraph?

When you ask Kiro to work on a complex task, it explores your codebase using file reads, grep, and glob searches. Every one of those is a tool call — and tool calls consume context and slow things down. KiroGraph replaces that entire loop with a pre-built graph stored locally in SQLite. One call to kirograph_context returns entry points, related symbols, call edges, and code snippets — often everything the agent needs to understand the task without reading a single file.

Fewer Tool Calls

One kirograph_context call replaces 10–30 file reads, grep searches, and glob scans.

100% Local

All data lives in .kirograph/ on your machine. No API keys, no external services, nothing leaves your network.

33+ Languages

tree-sitter AST parsing across TypeScript, Python, Go, Rust, Java, C#, Ruby, and 26 more.

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Core Modules

Security Analysis

Reachability-aware CVE scanning — know whether vulnerable code is actually called from your entry points.

Architecture Analysis

Package graph, layer detection, and coupling metrics (Ca/Ce/instability) with snapshot diffing.

Persistent Memory

Cross-session observations linked to code symbols — decisions, errors, and patterns that survive context resets.

Semantic Search

9 pluggable engines including TurboQuant (20–30× embedding compression) and TurboVec (Rust/SIMD).

LLM Wiki

Karpathy-style knowledge wiki that compounds across sessions with conflict resolution and FTS search.

Token Optimization

Shell compression (60–90% savings), Caveman prose compression, and cached file reads.

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Integrations

KiroGraph has native support for Kiro and experimental support for 34 other MCP-capable tools including Cursor, Claude Code, GitHub Copilot, Windsurf, Cline, Codex, and more. 
kirograph install          # Auto-detect all tools and configure them
kirograph install --target kiro    # Kiro only
kirograph install --target cursor  # Cursor only
kirograph install --all            # All detected platforms, no prompt

View all integrations

See the full list of supported tools and how auto-detection works.

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