All tags
Catalogue tag

#token-optimization

Every repository in the public record carrying this tag — from its GitHub topics or the keywords its package registries publish. Health is measured under the same versioned methodology as the rest of the record.

25 records
Tagged “token-optimization”Ranked by health index
npm · crates.io · PyPI
80Goodhealth index
headroomlabs-ai/headroom
Compress tool outputs, logs, files, and RAG chunks before they reach the LLM. 20% fewer tokens for coding agents, 60-95% fewer tokens for JSON, same answers. Library, proxy, MCP server.
Python · Rust★ 60.9K↓ 116K/moJul 21, 2026
Apache-2.0Jul 21, 2026 · metrics 1.13.0
crates.io · npm
77Goodhealth index
yvgude/lean-ctx
Control what your AI can see. LeanCTX (Lean Context) is the context intelligence layer for AI agents — one local Rust binary that decides what they read, remembers what they learn, guards what they touch, and proves what they save. 60–90% fewer tokens as the receipt. 76 MCP tools, 30+ agents, local-first.
Rust★ 3,235↓ 4,220/moJul 13, 2026
Apache-2.0Jul 13, 2026 · metrics 1.13.0
crates.io · npm
74Goodhealth index
rtk-ai/rtk
CLI proxy that reduces LLM token consumption by 60-90% on common dev commands. Single Rust binary, zero dependencies
Rust★ 71.2KJul 15, 2026
Apache-2.0Jul 15, 2026 · metrics 1.13.0
PyPI · npm
70Goodhealth index
jgravelle/jcodemunch-mcp
Cut AI token costs 95%+ on code exploration. The leading MCP server for precise, symbol-level GitHub code retrieval via tree-sitter AST. Works with Claude Code, Cursor & any MCP client. 313B+ tokens saved.
Python★ 2,024↓ 88.4K/moJul 16, 2026
Custom licenseJul 16, 2026 · metrics 1.13.0
Go
69Moderatehealth index
edouard-claude/snip
CLI proxy that reduces LLM token usage by 60-90%. Declarative YAML filters for Claude Code, Cursor, Copilot, Gemini. rtk alternative in Go.
Go★ 374Jul 19, 2026
MITJul 19, 2026 · metrics 1.13.0
PyPI · npm · crates.io
68Moderatehealth index
juyterman1000/entroly
Auditable context engineering for AI agents: context optimization, recoverable context compression, receipts, answer verification, and MCP for Claude Code, Codex, OpenClaw.
Python · Rust★ 428↓ 14.6K/moJul 21, 2026
Apache-2.0Jul 21, 2026 · metrics 1.13.0
npm
65Moderatehealth index
cytostack/openwolf
Sharper context. Fewer tokens. Open-source middleware for Claude Code.
TypeScript★ 2,129↓ 10.7K/moJul 17, 2026
AGPL-3.0Jul 17, 2026 · metrics 1.13.0
npm · crates.io
64Moderatehealth index
dpeluche/trs
Token-Reducing Shell — terminal output compression for AI coding agents
Rust★ 10↓ 540/moJul 14, 2026
MITJul 14, 2026 · metrics 1.13.0
crates.io · npm
63Moderatehealth index
ratel-ai/ratel
Context engineering for AI agents. ~80% fewer tokens. Fix tool overload. Skills and memory with in-process BM25 and semantic retrieval. Progressive Disclosure. No vector DB.
Rust · Python · TypeScript★ 233Jul 20, 2026
MITJul 20, 2026 · metrics 1.13.0
npm
63Moderatehealth index
teamchong/pxpipe
cut Fable 5 token usage by rendering text context as images
TypeScript★ 6,343↓ 10.5K/moJul 16, 2026
MITJul 16, 2026 · metrics 1.13.0
npm
57Moderatehealth index
TaewoooPark/Agent-Blackbox
Local-first flight recorder for coding agents : replay every run as a live session map, score the context bill, and write the fix back into AGENTS.md — no API key, one npx command.
TypeScript★ 57↓ 3,988/moJul 21, 2026
MITJul 21, 2026 · metrics 1.13.0
npm · crates.io · PyPI
57Moderatehealth index
Tura-AI/tura
Across 348 long-horizon benchmark sessions, Tura used up to 83.1% fewer turns on the rewrite benchmark and improved the DeepSWE pass rate by up to 16.7 percentage points compared with Codex CLI.
Rust · TypeScript · JavaScript★ 56↓ 3,378/moJul 16, 2026
AGPL-3.0Jul 16, 2026 · metrics 1.13.0
npm · Go · PyPI
56Moderatehealth index
firstops-dev/whittle
Carves your agent's tool outputs down to what matters. Never cuts what doesn't come back.
Go · Python★ 58↓ 275/moJul 14, 2026
Apache-2.0Jul 14, 2026 · metrics 1.13.0
npm
56Moderatehealth index
obedience-corp/festival
Organized AI Workspace | Complex Multi Phase Planning | Auditable Agent Workflows | Long Running Goals | Structured Agentic Loops
Shell · Go · HTML★ 29↓ 1,622/moJul 14, 2026
Custom licenseJul 14, 2026 · metrics 1.13.0
npm
54Moderatehealth index
darkrei08/Wizard-AI
No repository description published.
HTML · Shell★ 1↓ 6,010/moJul 18, 2026
AGPL-3.0Jul 18, 2026 · metrics 1.13.0
npm
54Moderatehealth index
kitepon-rgb/aiterm-mcp
One persistent MCP terminal your AI drives — and launches other coding agents (Codex/Grok/Composer) into. SSH, containers, and REPLs nest as text you send in. tmux-backed, token-reduced reads, headless over MCP.
JavaScript · TypeScript · Python★ 1↓ 2,175/moJul 15, 2026
MITJul 15, 2026 · metrics 1.13.0
Go
51Moderatehealth index
hoangp8/tokless
A unified toolkit for efficient and effective coding agents (Karpathy principles, Caveman, Ponytail, RTK, CodeGraph, Context-Mode). Minimal setup under 30 seconds. Any OS.
Go★ 135Jul 18, 2026
MITJul 18, 2026 · metrics 1.13.0
Go
50Moderatehealth index
blackwell-systems/gcf-go
GCF Go implementation. 100% LLM comprehension on every frontier model. 50-92% fewer tokens than JSON. 43B+ round-trips verified. Zero dependencies.
Go★ 5↓ 0/moJul 13, 2026
MITJul 13, 2026 · metrics 1.13.0
Go · PyPI
48At riskhealth index
blackwell-systems/gcf-proxy
MCP proxy: zero-code GCF adoption. Wraps any MCP server, converts JSON to GCF mid-flight. 53-71% fewer tokens. Works with any structured data.
Go★ 6↓ 2,701/moJul 14, 2026
MITJul 14, 2026 · metrics 1.13.0
npm
48At riskhealth index
ralphmoran/ticket-lens
Privacy-first CLI that transforms Jira tickets into AI-ready briefs. 60–80% fewer tokens. No relay. Pipe-friendly.
JavaScript★ 2↓ 2,375/moJul 17, 2026
MITJul 17, 2026 · metrics 1.13.0
Go
47At riskhealth index
codefly-dev/gortk
Go-native, zero-dependency LLM command-output compressor — an embeddable take on rtk (the Rust 'token killer') with lossless-by-default compression and credential redaction.
Go★ 0Jul 20, 2026
Apache-2.0Jul 20, 2026 · metrics 1.13.0
Go
47At riskhealth index
vishu42/per-prompt-token-usage
Offline CLI for per-prompt coding-assistant token usage
Go★ 0Jul 17, 2026
No licenseJul 17, 2026 · metrics 1.13.0
npm
46At riskhealth index
MelnixDev/context-goblin
An OpenCode plugin that hoards tiny project-context notes so agents read less and waste fewer tokens.
TypeScript · Shell★ 1↓ 3,137/moJul 16, 2026
MITJul 16, 2026 · metrics 1.13.0
Go
44At riskhealth index
foldwork-dev/mcp-injector
Local MCP daemon that compresses your codebase before sending it to Claude 41-89% token reduction
HTML★ 1Jul 15, 2026
Custom licenseJul 15, 2026 · metrics 1.13.0
—
32At riskhealth index
neural-llm-io/power-claude
Local orchestration for Claude Code — session recovery, scheduling, worktrees, Token Saver, and dashboards via official CLI transport. Independent third-party software.
Mixed★ 4Jul 15, 2026
Custom licenseJul 15, 2026 · metrics 1.13.0