Tokenadevstokensave

Best alternative to tokensave

Tokenade is the best alternative to tokensave — Universal token-optimization engine for AI coding agents — combines output filtering, semantic code search, skeleton compression, MCP optimization, 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.

Output Filtering

Not available. tokensave is a code-navigation MCP server.

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.

Code Navigation & Symbol Index

34 languages, FTS5 semantic graph, call graph traversal, dead-code detection, multi-branch indexing. No dense vector search. Unique: cross-branch diff/search without checkout.

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

Universal MCP Optimization

Works with whatever MCP servers your agent has connected — Tokenade keeps their tool manifests out of the context until a tool is actually used, so unused MCP tools stop costing tokens on every turn.

Not available

Mechanism Breadth

The only tool combining output filtering + semantic search + skeleton compression + MCP optimization + sandbox execution + secret redaction + content-addressed cache in a single binary. No tool switching, no integration work.

Mechanism Breadth

Code navigation + call graph + atomic edits + code-health analytics. No output filtering, no semantic vector search, no skeleton compression.

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

tokensave at a glance

tokensave starts at Free (open source). Rust MCP server with a semantic knowledge graph (libSQL, FTS5) built from tree-sitter extraction across 34 languages, 48 MCP tools including atomic edit primitives, multi-branch indexing, and code-health analytics.

Pros

  • Compiled Rust: fast startup, low memory, no runtime dependency
  • Multi-branch indexing: diff/search across branches without switching checkout
  • Subprocess isolation: a single parser crash doesn't kill the whole service
  • Atomic edit primitives with AST rewriting — avoids regex/shell-quoting hazards
  • Available on Homebrew (macOS) and Scoop (Windows) — easy install
  • 34-language support with feature-gated compilation for smaller binaries

Cons

  • No published benchmark numbers — savings unquantified
  • No output filtering — command outputs still hit the context unfiltered
  • Code navigation only; no semantic (vector/BM25) search, no skeleton compression
  • Framework detection limited to 14 hardcoded frameworks

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