Best alternative to codesight
Tokenade is the best alternative to codesight — 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.
codesight
Output Filtering
Not available. codesight is a codebase-indexing tool; it does not filter or compress verbose CLI command outputs.
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.
codesight
AST Codebase Indexing & Search
25+ framework detectors, route detection, 14-ORM schema parsing, dependency graph with hot-file ranking, blast-radius BFS analysis and persistent wiki generation. AST-accurate for TypeScript; regex for other languages.
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.
codesight
Wiki-Based Context Reduction
Persistent wiki (.codesight/wiki/) reduces exploration from 26K–47K tokens (manual) to 300 tokens + targeted article read. Session-cached MCP tools avoid redundant full scans.
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.
codesight
MCP Tool Set
13 MCP tools with session caching (first call scans, subsequent calls instant). No lazy manifest filtering based on installed tools.
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: 23% cheaper than running no tool at all, and 39% cheaper on long sessions.
codesight
Mechanism Breadth
AST indexing + blast-radius analysis + wiki generation + AI config generation (CLAUDE.md, .cursorrules, codex.md). Unique blast-radius feature; no output filtering or semantic vector search.
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.
codesight
HTML Report & Wiki
Interactive HTML report + visual dashboard on each scan. Wiki is persistent and versioned in git. No live token-savings counter.
codesight at a glance
codesight starts at Free. TypeScript CLI + MCP server with zero runtime dependencies that performs AST-based codebase scanning (25+ framework detectors), blast-radius analysis, schema/route detection, wiki generation and AI config generation, claiming 7×–131× token reduction.
Pros
- Zero runtime dependencies — borrows TypeScript from the project, falls back to regex
- Blazing fast: 185–890 ms scans even on 4k+ file projects
- Blast-radius analysis answers 'what breaks if I change X?' via BFS import graph
- Wiki persists in git (.codesight/wiki/) — survives session restarts and is shareable
- Auto-generates CLAUDE.md, .cursorrules, codex.md, AGENTS.md per platform in one scan
Cons
- AST parsing is TypeScript-only; other languages fall back to less accurate regex
- No compression of verbose CLI output — does not reduce Bash command token costs
- Wiki requires manual regeneration; --watch is available but not the default
- Blast-radius is import-graph only; does not detect dynamic routing or reflection
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