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#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.

42 records
Tagged “token-optimization”Ranked by health index
npm · crates.io · PyPI
94Exceptionalhealth 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★ 64.8K↓ 115.9K/moAug 4, 2026
Apache-2.0Aug 4, 2026 · metrics 2.10.0
crates.io · npm
93Exceptionalhealth 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★ 3,631↓ 3,190/moAug 22, 2026
Apache-2.0Aug 22, 2026 · metrics 2.10.0
crates.io · npm
90Excellenthealth index
rtk-ai/rtk
CLI proxy that reduces LLM token consumption by 60-90% on common dev commands. Single Rust binary, zero dependencies
Rust★ 74.7KAug 4, 2026
Apache-2.0Aug 4, 2026 · metrics 2.10.0
PyPI
86Excellenthealth index
jgravelle/jdocmunch-mcp
The leading, most token-efficient MCP server for documentation exploration and retrieval via structured section indexing
Python★ 203↓ 19.1K/moAug 22, 2026
Custom licenseAug 22, 2026 · metrics 2.10.0
npm
86Excellenthealth index
ooples/token-optimizer-mcp
Intelligent token optimization for Claude Code - achieving 95%+ token reduction through caching, compression, and smart tool intelligence
TypeScript★ 454↓ 2,292/moJul 29, 2026
MITJul 29, 2026 · metrics 2.10.0
npm
84Excellenthealth index
teamchong/pxpipe
cut Claude Code token usage by rendering text context as images
TypeScript★ 7,291↓ 9,307/moAug 28, 2026
MITAug 28, 2026 · metrics 2.10.0
PyPI · npm
83Excellenthealth 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 2.10.0
Go
81Excellenthealth 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 2.10.0
PyPI · npm · crates.io
80Excellenthealth 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 2.10.0
npm · crates.io
78Goodhealth index
dPeluChe/trs
Token-Reducing Shell — terminal output compression for AI coding agents
Rust★ 11↓ 857/moSep 5, 2026
MITSep 5, 2026 · metrics 2.10.0
PyPI · npm
77Goodhealth index
SonAIengine/graph-tool-call
Graph-based tool retrieval for LLM agents — 248 tools → 82% accuracy, 79% fewer tokens. Zero dependencies. OpenAPI / MCP / LangChain.
Python★ 7↓ 2,636/moAug 1, 2026
MITAug 1, 2026 · metrics 2.10.0
crates.io · npm
75Goodhealth 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 2.10.0
npm
73Goodhealth 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 2.10.0
PyPI · crates.io
73Goodhealth index
fkiene/llmtrim
Local proxy that compresses your LLM API requests so you pay less, with no change to the answers. Trims wasted tokens from prompts, history, tool output, and code before they're sent: -31% input / -74% output, measured live. Any provider, no extra model calls. Also an MCP server and embeddable library (Rust, Python, Ruby, Kotlin, Swift, JS/TS).
Rust★ 179↓ 5,878/moJul 26, 2026
MPL-2.0Jul 26, 2026 · metrics 2.10.0
PyPI
69Goodhealth index
maheshmakvana/graphsift
Token Saver for Claude, GPT-5 & Gemini. 80-150x code context reduction, F1 0.85. AST dependency graph, ranked context selection, 19 CLI compressors, MCP server, agent memory. Save LLM tokens — zero telemetry.
Python★ 4↓ 2,797/moAug 4, 2026
MITAug 4, 2026 · metrics 2.10.0
Go
69Goodhealth index
sphragis-oss/isthmos
Local context-compression layer for agent tool outputs. Claude Code PostToolUse hook or generic filter, single Go binary.
Go★ 0Jul 31, 2026
Apache-2.0Jul 31, 2026 · metrics 2.10.0
npm
67Goodhealth index
wundercorp/openmodel
Use any AI model, locally or in the cloud, while tracking on-device token usage and collecting token telemetry data.
TypeScript · JavaScript · CSS★ 18↓ 3,140/moAug 7, 2026
Apache-2.0Aug 7, 2026 · metrics 2.10.0
npm · crates.io · PyPI
62Moderatehealth 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 2.10.0
PyPI
60Moderatehealth index
Chuzom/Chuzom
Lightweight signal-driven LLM router for Claude Code, Cursor, Codex, Gemini CLI, and Codex CLI
Python★ 19↓ 2,660/moAug 1, 2026
MITAug 1, 2026 · metrics 2.10.0
npm
59Moderatehealth 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 2.10.0
Packagist · npm
59Moderatehealth index
mischasigtermans/laravel-toon
TOON encoding for Laravel. Encode data for AI/LLMs with ~50% fewer tokens than JSON.
PHP★ 144↓ 11K/moJul 23, 2026
MITJul 23, 2026 · metrics 2.10.0
npm
59Moderatehealth index
psjostrom/frontload
Local-first context gateway that helps AI coding agents read less, spend less, and stay grounded in your repo.
TypeScript★ 0↓ 2,191/moJul 24, 2026
No licenseJul 24, 2026 · metrics 2.10.0
npm
59Moderatehealth index
syntaxPriest/openvisio-oss
No repository description published.
TypeScript★ 10↓ 2,951/moJul 23, 2026
MITJul 23, 2026 · metrics 2.10.0
npm
57Moderatehealth index
bacnh85/pi-extensions
Pi coding agent extension packages — tools, skills, and integrations.
TypeScript★ 9↓ 7,997/moAug 29, 2026
No licenseAug 29, 2026 · metrics 2.10.0
npm · Go · PyPI
57Moderatehealth index
firstops-dev/whittle
Carves your agent's tool outputs down to what matters. Never cuts what doesn't come back.
Go · Python★ 61↓ 37/moSep 5, 2026
Apache-2.0Sep 5, 2026 · metrics 2.10.0
npm
56Moderatehealth index
darkrei08/Wizard-AI
No repository description published.
HTML · Shell★ 1↓ 6,010/moJul 18, 2026
AGPL-3.0Jul 18, 2026 · metrics 2.10.0
npm
56Moderatehealth 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 2.10.0
Go
54Moderatehealth 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★ 4Aug 22, 2026
MITAug 22, 2026 · metrics 2.10.0
PyPI
54Moderatehealth index
wesleysimplicio/simplicio-loop
🔁 Finishes your entire backlog while you sleep. The AI orchestrator that DOES the work end-to-end on ANY LLM — discover → implement → verify → merge → 24/7 — behind safety gates, at up to 90% fewer tokens. 48 extension points. Not a chatbot. A worker.
Python★ 10↓ 3,430/moJul 31, 2026
MITJul 31, 2026 · metrics 2.10.0
npm
51Moderatehealth index
bassprofressor-lab/openwolf-enhanced
Enhanced fork of OpenWolf — a token-conscious second brain for Claude Code, with bounded storage, self-maintenance (openwolf doctor), .wolfignore scoping, and tunable retention. AGPL-3.0.
TypeScript · JavaScript★ 6↓ 5,230/moJul 30, 2026
AGPL-3.0Jul 30, 2026 · metrics 2.10.0