Tokenadevsedgee

Best alternative to edgee

Tokenade is the best alternative to edgee — 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.

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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.

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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.

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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.

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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.

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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.

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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.

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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.

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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]).

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edgee at a glance

edgee starts at Free tier, then paid per developer. An AI gateway: agent traffic is routed through a hosted proxy that trims tool-output payloads before they reach the model, behind a unified API across providers, with usage dashboards, model rerouting and spend caps on the paid tiers.

Pros

  • Single Rust binary and provider-agnostic: one integration covers several agents and model vendors
  • Transparent shim — the agent's behaviour does not change
  • Gateway-level capabilities a local tool cannot offer: retries, failover, model rerouting and spend caps
  • Adds usage and cost observability across agents

Cons

  • No measurable saving on the open THOL benchmark
  • Agent traffic transits a third-party hosted gateway; self-hosting is reserved to the enterprise tier — a privacy and dependency surface local tools do not have
  • Compression happens gateway-side, so it stops working if the service is unreachable
  • No MCP server, no hook integration, and no semantic or structural compression of the codebase
  • The team-level controls, including spend caps, sit behind the paid tier

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