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.
Polygraph
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 Model | Free, Freemium | Free | Custom Pricing | Free, Paid |
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How to use Polygraph?
- 1Connect your GitHub account to Polygraph.
- 2Polygraph automatically indexes your repositories and builds a dependency graph.
- 3Integrate Polygraph with your AI agent (e.g., Codex, Claude Code) via the provided integrations.
- 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
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