Best alternative to tokensave
Tokenade is the best alternative to tokensave — 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.
tokensave
Output Filtering
Not available. tokensave is a code-navigation MCP server.
Tokenade
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.
tokensave
Code Navigation & Symbol Index
50+ languages, FTS5 semantic graph, call graph traversal, dead-code detection, multi-branch indexing. No dense vector search. Unique: cross-branch diff/search without checkout.
Tokenade
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.
tokensave
Not available
Tokenade
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.
tokensave
Not available
Tokenade
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: 39% cheaper on long sessions than running no tool at all.
tokensave
Mechanism Breadth
Code navigation + call graph + atomic edits + code-health analytics. No output filtering, no semantic vector search, no skeleton compression.
Tokenade
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.
tokensave
Not available
tokensave at a glance
tokensave starts at Free. Rust MCP server with a semantic knowledge graph (libSQL, FTS5) built from tree-sitter extraction across 50+ languages, 80+ MCP tools including atomic edit primitives, multi-branch indexing, and code-health analytics. Ships a reproducible retrieval benchmark (`tokensave bench`).
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
- 50+ languages with feature-gated compilation for smaller binaries
- Ships a reproducible benchmark: `tokensave bench` runs a fixed query set on YOUR repo
Cons
- Its 88% headline is RETRIEVAL savings against reading whole files, self-measured on its own repo — not a paired A/B on end-to-end session cost
- 80+ tool definitions sit in the context every turn, including turns that never query the index
- 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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