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Token Optimizer MCP

Unclaimed

by ooples

Measure token savings per AI coding agent, optimize context, and share a live local knowledge graph across 16 CLI clients.

Install

$npx token-optimizer-install # wire the hooks

Set up this server

This server needs project-specific setup. Follow the project instructions; no reusable public launch command is available yet.

Project instructions
aicachingclaudecompressiongemini-cli-extensionllmmcpmcp-servertoken-optimization

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40 of 40 tools

Documented tools (40)

From project documentation. A server handshake does not verify each tool’s description or behavior.

analyze_optimization

Analyze text and get optimization recommendations

cache_warmup

Intelligent cache pre-warming with schedule support (87% reduction)

clear_cache

Clear all cached data

compress_text

Compress text using Brotli

count_tokens

Count tokens using tiktoken (GPT-4 tokenizer)

decompress_text

Decompress Brotli-compressed text

get_cache_stats

View cache hit rates and compression ratios

get_cached

Retrieve previously cached text

optimize_text

Compress and cache text (primary tool for token reduction)

smart_api_fetch

HTTP requests with caching and retry logic (83% reduction on cache hits)

smart_branch

Git branch listing with structured JSON (60% reduction)

smart_build

TypeScript builds with diff-based change detection

smart_cache

Multi-tier cache (L1/L2/L3) with 6 eviction strategies (90% reduction)

smart_database

Database queries with connection pooling and caching (83% reduction)

smart_diff

Git diffs with diff-only output (85% reduction)

smart_docker

Docker operations with layer analysis

smart_edit

Line-based file editing with diff-only output (90% reduction)

smart_glob

File pattern matching with path-only results (75% reduction)

smart_graphql

GraphQL query optimization with complexity analysis (83% reduction)

smart_grep

Search file contents with match-only output (80% reduction)

smart_install

Package installation with dependency analysis

smart_lint

ESLint with incremental analysis and auto-fix

smart_log

Git commit history with smart filtering (75% reduction)

smart_logs

Log aggregation with pattern filtering

smart_merge

Git merge management with conflict analysis (80% reduction)

smart_migration

Database migration tracking (83% reduction)

smart_network

Network diagnostics with anomaly detection

smart_orm

ORM query optimization with N+1 detection (83% reduction)

smart_processes

Process monitoring with resource tracking

smart_read

Read files with 80% token reduction through caching and diffs

smart_rest

REST API analysis with endpoint discovery (83% reduction)

smart_schema

Database schema analysis with intelligent caching

smart_sql

SQL query analysis with optimization suggestions (83% reduction)

smart_status

Git status with status-only output (70% reduction)

smart_system_metrics

System resource monitoring with performance recommendations

smart_test

Test execution with incremental test selection

smart_typecheck

TypeScript type checking with caching

smart_websocket

WebSocket connection management with message tracking

smart_write

Write files with verification and change tracking

smart-cache-api

API response caching with TTL/ETag/event-based strategies

Tool change history

Compared across complete checks of the same configuration. Tools were listed, not invoked. Input-schema changes are not measured here.

No complete tool checks yet.

FAQ

Questions about Token Optimizer MCP Server

How do I connect Token Optimizer MCP Server to Claude?
The listing records `npx token-optimizer-install # wire the hooks` as its setup step. Run it, then follow the repository's instructions for the client configuration; the listing names Claude Desktop, Claude Code, Cursor as compatible clients.
Is Token Optimizer MCP Server free?
The listed licence is MIT. Check the upstream terms for permitted use and commercial requirements; a public repository does not by itself mean the software is free or open source. Connected APIs and hosted services may have separate charges.
What can Token Optimizer MCP Server do?
Token Optimizer MCP Server documents 40 tools to the agent, including analyze_optimization, cache_warmup, clear_cache. The descriptions above come from project documentation. A live handshake does not test individual tool behavior.