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#token-optimization (25 Repositories)

Ranked open-source repositories tagged with #token-optimization, scored by pull request acceptance likelihood and maintainer engagement velocity.

Topic Avg Merge Rate

55.4%

Avg Review Latency

64.6h

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25 repositories tagged #token-optimization

A TierRust 3.9k

yvgude/lean-ctx

LeanCTX — Context Gateway for AI Systems. Control what your AI can see. Open-source Engine for context selection, supported controls, and evidence.

58.1%
Merge Rate
-
First Review
57%
1st-Timers
11
Maintainers
A TierPython 2.4k

alexgreensh/token-optimizer

Find the ghost tokens. Fix them. Survive compaction. Avoid context quality decay.

50.6%
Merge Rate
-
First Review
40%
1st-Timers
4
Maintainers
A TierGo 464

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.

89.5%
Merge Rate
2d
First Review
100%
1st-Timers
2
Maintainers
A TierRust 372

fajarhide/omni

Your agent pays twice for output it has already seen. OMNI returns a handle instead: 97.2% off a file read twice. Nothing deleted, nothing invented.

93.1%
Merge Rate
-
First Review
100%
1st-Timers
2
Maintainers
A TierRust 595

gglucass/headroom-desktop

Menu Bar App on MacOS and Windows that cuts Claude Code and Codex token costs by ~50%

60.7%
Merge Rate
-
First Review
100%
1st-Timers
2
Maintainers
A TierRust 653

Tura-AI/tura

Build agent that uses 80% less token and delivers better results.

48.6%
Merge Rate
13h
First Review
50%
1st-Timers
6
Maintainers
A TierJavaScript 541

ooples/token-optimizer-mcp

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

84.6%
Merge Rate
19d
First Review
100%
1st-Timers
3
Maintainers
B TierJavaScript 553

nadimtuhin/claude-token-optimizer

Optimize token usage for Claude API calls

90.0%
Merge Rate
2d
First Review
100%
1st-Timers
1
Maintainers
B TierTypeScript 2.2k

cytostack/openwolf

Sharper context. Fewer tokens. Open-source middleware for Claude Code.

3.4%
Merge Rate
3d
First Review
25%
1st-Timers
5
Maintainers
B TierRust 197

mpecan/tokf

Config-driven CLI tool that compresses command output before it reaches an LLM context

100.0%
Merge Rate
-
First Review
100%
1st-Timers
0
Maintainers
B TierShell 172

alexgreensh/outsourcerer

Make your AI coding tools work as one team. Orchestrate jobs across Claude, Codex, Cursor, Devin, local models, and more. Carry your setup + context, track every cost.

56.3%
Merge Rate
-
First Review
67%
1st-Timers
2
Maintainers
B TierPython 476

juyterman1000/entroly

Cut AI context cost without trusting the compressor. Every reduction is reversible, byte-exact recoverable, and carries an auditable receipt. Local-first, works through proxy, MCP, SDK, or agent wrapper.

75.3%
Merge Rate
-
First Review
100%
1st-Timers
0
Maintainers
B TierGo 128

regolo-ai/brick-SR1

brick is a smart AI Models router, based on complexity & capabilities extraction from the query to the models via proprietary spatial embedding algorythm

83.3%
Merge Rate
-
First Review
100%
1st-Timers
0
Maintainers
B TierTypeScript 139

DFKHelper/token-goat

Token burn reducer and focus keeper for Claude Code, Codex, Copilot, Gemini CLI, and more: surgical read hints, PDF/Office/CSV/markdown file interception, 205+ filter & interception rules, compact manifest injection, image shrinking, cache and compact skills, cache MCP calls, prompt injection protections, and much more.

100.0%
Merge Rate
<1h
First Review
0%
1st-Timers
0
Maintainers
B TierJavaScript 628 4 GFIs

JayPokale/Chisle

Cut your AI coding agent's token bill on three axes: terse prose, YAGNI-first code, and tool-output compression. Claude Code, Pi, Cursor, Codex, Gemini + 4 more. Zero deps, published benchmarks including the runs it loses.

66.7%
Merge Rate
<1h
First Review
0%
1st-Timers
0
Maintainers
B TierJavaScript 289

Green-PT/honey-for-devs

Honey (I Shrunk the AI) by GreenPT: a cross-tool coding skill that cuts AI coding-agent token usage and LLM API costs — write less code, less prose, and denser agent-to-agent handoffs (−53%, lossless in benchmarks) with no loss of quality. Works with Claude Code, Cursor, GitHub Copilot, Codex, Gemini CLI, Windsurf, Cline & Kiro.

87.5%
Merge Rate
7d
First Review
0%
1st-Timers
1
Maintainers
B TierTypeScript 84

buildomator/buildomator

A structured plan/execute/verify coding workflow for Claude Code: atomic commits, MCP-backed project state, ~92% lower per-turn token overhead, cross-session memory, and native convention + drift-detection safeguards. A Claude Code-native evolution of GSD (Get Shit Done), VibeDrift, and so much more, to generate production-ready projects.

50.0%
Merge Rate
6h
First Review
100%
1st-Timers
0
Maintainers
B TierPython 218

activeing123/mcptoon

One zero-dependency CLI for every MCP server and agent skill. Token optimization, tool discovery and context compression: 71,929 -> 581 tokens (-99.2%, measured), schemas stay out of context. One config for Claude Code, Codex, Cursor, every agent. 341KB, pure Python. | 零依赖 CLI:管所有 MCP 工具与技能,工具发现省 99.2% token。

33.3%
Merge Rate
11h
First Review
0%
1st-Timers
1
Maintainers
B TierPython 118

splunk/token-meter

Open-source, local-first AI coding agent usage and cost dashboard for Claude Code, Codex, Cursor, OpenCode, Kiro, and Pi.

60.0%
Merge Rate
5d
First Review
0%
1st-Timers
4
Maintainers
C TierPython 993

lucasrosati/claude-code-memory-setup

Up to 71.5x fewer tokens per session on Claude Code with Obsidian + Graphify. Persistent memory, codebase knowledge graphs, and chat import pipeline. 🇧🇷 PT-BR included.

66.7%
Merge Rate
3d
First Review
0%
1st-Timers
1
Maintainers
B TierPython 346

Lap-Platform/LAP

Your agents are guessing at APIs. Give them the actual Agent-Native spec. 1500+ API's Ready To-Use skills, Compile any API spec into a lean, agent-native format. 10× smaller. OpenAPI, GraphQL, AsyncAPI, Protobuf, Postman.

10.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
C TierGo 281

HoangP8/tokless

An effective and efficient coding-agent setup in under 30 seconds: best tools, unified instructions, any OS.

17.6%
Merge Rate
20d
First Review
0%
1st-Timers
1
Maintainers
D TierJavaScript 113

egorfedorov/claude-context-optimizer

Claude Code plugin that tracks token usage, identifies wasted context, and saves 30-50% on API costs. Heatmaps, ROI reports, budget alerts, efficiency scores, git-aware suggestions — all local, zero config.

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierRust 645 1 GFIs

ojuschugh1/sqz

Context compression for AI coding agents: compresses tool output before it enters the model, dedups repeats to 13-token refs. Claude Code, Cursor, Codex, Kiro, Zed, any MCP client. Rust, zero LLM calls.

0.0%
Merge Rate
4d
First Review
0%
1st-Timers
1
Maintainers
D TierPython 1.4k

Paritok-official/paritok-4b-v1

Non-destructive compression gateway for AI coding agents. Cuts token bills 25% on turn 1 to past 85% in long or saturated sessions, and fits ~3× more turns in the same context window. Powered by our open-source code-native 4B model. Drop-in for Claude Code, Cursor, Codex, OpenHands, and any BASE_URL agent.

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers