Best alternative to token-optimizer-mcp
Tokenade is the best alternative to token-optimizer-mcp — 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 TokenadeOutput 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
Smart replacements for Read, Grep and Glob with claimed 80–90% reduction; persistent Brotli-compressed SQLite cache avoids re-fetching identical outputs across sessions.
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.
Semantic Code Search
Not available as a dedicated feature. token-optimizer-mcp compresses file reads but does not build a semantic or structural index of the codebase.
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.
Multi-tier Caching & Compression
Multi-tier LRU/LFU/FIFO cache backed by SQLite + Brotli. In-memory session cache reduces compression overhead from 50–70 ms to <10 ms. tiktoken counts guard against over-sized responses.
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.
MCP Tool Catalog
61+ specialized MCP tools with session caching (first call scans, rest instant). No lazy-loading by default — the full manifest is exposed unless manually pruned.
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 (Claude Code 2.1.183 campaign) it is the only tool measured significantly cheaper than the control: cost ratio 0.84 [0.72, 0.95], 120/120 successful runs.
Mechanism Breadth
Output filtering + multi-tier caching + 7-phase global hooks + session analytics in one MCP server. No codebase indexing or semantic search.
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.
Session Analytics
Per-hook, per-action and per-MCP-server token savings breakdown within the session. Granular cost attribution is the strongest analytics offering among MCP-only tools.
token-optimizer-mcp at a glance
token-optimizer-mcp starts at Free (open source). TypeScript MCP server with 61+ specialized tools, multi-tier LRU/LFU/FIFO caching backed by SQLite + Brotli, global 7-phase hooks and session analytics, claiming 60–90% reduction across 38,000+ real-world operations.
Pros
- Massive tool inventory covering edge cases: Docker, network diagnostics, processes, DB optimization
- Persistent SQLite cache survives sessions and uses Brotli compression (50–70 ms → <10 ms after warm-up)
- 7-phase hook system automates optimization on every tool call automatically
- Per-hook/per-action/per-MCP-server granular analytics breakdown
- Handles both file-read compression and output filtering in one MCP server
Cons
- No codebase indexing or semantic/dependency graph — purely compression-based
- Hooks are installed globally via a postinstall npm script, which can conflict with other tools
- 61+ tools adds significant MCP manifest overhead unless lazy-loading is applied
- Node.js runtime required; heavier startup than a compiled Rust/Go binary
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