Tokenadevsgraphify

Best alternative to graphify

Tokenade is the best alternative to graphify — Universal token-optimization engine for AI coding agents — native hooks for 18 agents combine output filtering, semantic code search, skeleton compression, sandboxed execution, MCP proxying and a live savings dashboard in a single dependency-free binary.

Get Tokenade
Tokenadegraphify

Output Filtering

Format-aware compactors cover git, cargo, kubectl, terraform, docker and more — 60–99% reduction on the noisiest commands. Command rewriting further trims source-side before the shell even runs.

Not available

Semantic Code Search

Finds the most relevant files for a task and sends only those to the model, instead of the whole repo. Runs fully on-device with no external vector database and no model downloads — fast even on large codebases.

Not available

Skeleton Compression

Signatures-only view of source files, YAML, Markdown and Terraform — −64% on file reads while preserving every top-level declaration. Stacks on top of output filtering for maximum savings.

Not available

Third-Party MCP Optimization

tokenade mcp-proxy wraps any third-party MCP server's launch command in the agent's MCP config, so every tool result (verbose JSON, logs, console output) is folded on the way back — set once, not per call. Image results pass through untouched.

Not available

Mechanism Breadth

The only tool combining output filtering + semantic search + skeleton compression + sandbox execution + MCP proxying + secret redaction + content-addressed cache in a single binary. On the open THOL benchmark it is the only one of the twelve tools tested that measurably cuts costs: 23% cheaper than running no tool at all, and 39% cheaper on long sessions.

Not available

Setup & Installation

npm install -g @tokenade/cli then tokenade install — native hooks auto-detected for 18 agents (Claude Code, Cursor, Codex, Gemini CLI, Copilot, Windsurf and more). Works without an account: 10M tokens offered per machine to try. Not yet on crates.io or Homebrew.

Not available

Savings Dashboard

tokenade dashboard shows measured savings, per-command and per-project breakdown, and framework-detection status. Local logs rotate automatically with built-in secret redaction.

Not available

Pricing

Freemium: works without an account (10M tokens offered per machine to try); a free account raises that to 10M tokens saved per month on unlimited machines. Pro at $24.90/mo excl. tax (19,90 € incl. tax) covers 100M/month, then optional pay-as-you-save at $0.30 excl. tax (0,20 € incl. tax) per extra million saved. Enterprise on quote ([email protected]).

Not available

graphify at a glance

graphify starts at Free (open source). Python tool that maps a whole project — code, docs, PDFs, images, video — into a queryable knowledge graph, so the agent queries the graph instead of grepping files. Invoked as a /graphify slash command across a wide range of agents.

Pros

  • Covers material most code tools ignore — documentation, PDFs, images and video, not just source files
  • Broad agent support, invoked the same way across Claude Code, Codex, OpenCode, Cursor, Copilot, Aider, OpenClaw and others
  • Produces a persistent artefact (graph.json) that can be queried later without re-reading the codebase
  • Browsable HTML graph makes the index auditable by a human, not just by the agent

Cons

  • No measurable saving on the open THOL benchmark
  • Indexing is an explicit step you must re-run as the codebase moves — a stale graph misleads the agent
  • No output filtering: verbose command and test output still reaches the context at full size
  • Python runtime required, unlike single-binary alternatives

Ready to cut costs with Tokenade?

Join the teams that already chose Tokenade over graphify.

Get Tokenade

Other comparisons