AI Developer Tools

Polygraph

Polygraph indexes every repo you have access to and builds a graph of how they relate, enabling AI agents to plan cross-repo work without being told where to look.

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Polygraph

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What is Polygraph?

Polygraph is a tool that indexes all repositories you have access to, builds a relationship graph of packages and APIs, and provides AI agents with cross-repo context and session memory for efficient code navigation and task execution.

Polygraph vs Similar AI Tools

Pricing ModelFree, FreemiumFreeFreeFree
Free Credits
Key Features
  • Automatic repository discovery and indexing
  • Cross-repo dependency graph visualization
  • Session history with descriptions, PRs, and traces
  • Seven breakable boxes covering OWASP Agentic Top-10 vulnerabilities
  • Three guided simulations for cascading failures, human-agent trust, and rogue agents
  • Network-isolated Docker containers for safe execution
  • Code-to-runtime reasoning across cloud, Git, and Kubernetes
  • Action-gate enforces read-only policy on every API call
  • Sandboxed JavaScript execution for concurrent research
  • Append-only, SHA-256-addressed event history through Jaybase
  • AES-256-GCM encryption for stored node payloads
  • Unified RBAC for ledger, notes, snapshots, and audit reads
Pros
  • Enables AI agents to work across multiple repositories seamlessly
  • Maintains session memory for context retention
  • Covers full OWASP Agentic Top-10 in a realistic manner
  • Docker isolation prevents accidental damage
  • Read-only by construction prevents accidental writes
  • Evidence-backed verification cross-checks every finding
  • Opinionated and secure accounting CLI with immutable audit trail
  • Designed for AI agent integration with JSON output
Cons
  • Requires GitHub account and access to repositories
  • Setup may be complex for large codebases
  • Requires Docker and technical setup
  • Not for production use; only for lab environments
  • Requires an LLM API key, incurring token costs
  • Limited to read-only operations, cannot remediate
  • Pre-1.0, limited feature set
  • No native QuickBooks import (agents must normalize data)
Best For
  • Developers managing multiple repositories
  • Teams using AI coding agents for complex projects
  • Security researchers focusing on AI agent vulnerabilities
  • Developers building MCP-based applications
  • Security engineers
  • DevOps teams
  • Small teams needing secure, auditable accounting with AI agent support
  • Developers integrating automated bookkeeping workflows

How to use Polygraph?

  1. 1Connect your GitHub account to Polygraph.
  2. 2Polygraph automatically indexes your repositories and builds a dependency graph.
  3. 3Integrate Polygraph with your AI agent (e.g., Codex, Claude Code) via the provided integrations.
  4. 4Use natural language prompts to perform cross-repo tasks; the agent leverages the graph to plan and execute.

Polygraph Key Features

  • Automatic repository discovery and indexing
  • Cross-repo dependency graph visualization
  • Session history with descriptions, PRs, and traces
  • Seamless integration with Codex, Claude Code, GitHub, and Open Code

Polygraph Use Cases

  • Fix bugs across multiple repositories without manual context switching
  • Develop features that span several codebases with unified agent context
  • Retrieve past session details for efficient troubleshooting and review

Polygraph Pricing & Free Credits

Polygraph currently operates on a Free, Freemium model.

This tool is completely free to use

Free

$0

Basic access with limited indexing and session history

Polygraph Pros & Cons

Pros

  • Enables AI agents to work across multiple repositories seamlessly
  • Maintains session memory for context retention
  • Supports popular AI coding tools and platforms

Cons

  • Requires GitHub account and access to repositories
  • Setup may be complex for large codebases

What is Polygraph best for?

  • Developers managing multiple repositories
  • Teams using AI coding agents for complex projects

Polygraph FAQ

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