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#context-window (19 Repositories)

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

Topic Avg Merge Rate

59.1%

Avg Review Latency

19.9h

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19 repositories tagged #context-window

A TierPython 75.0k

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.

66.5%
Merge Rate
-
First Review
62%
1st-Timers
145
Maintainers
A TierGo 598

mnemon-dev/mnemon

LLM-supervised persistent memory for AI agents — graph-based recall, cross-session knowledge, single binary. Works with DeepSeek Harness, Claude Code, OpenClaw, and any agent runtime.

75.0%
Merge Rate
2d
First Review
33%
1st-Timers
4
Maintainers
A TierGo 380

smart-mcp-proxy/mcpproxy-go

Supercharge AI Agents, Safely

84.8%
Merge Rate
-
First Review
86%
1st-Timers
5
Maintainers
A TierPython 2.8k

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.

48.6%
Merge Rate
-
First Review
67%
1st-Timers
7
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 TierJava 130 1 GFIs

reshaprio/reshapr

The open source, no-code MCP Server for AI-Native API Access

51.9%
Merge Rate
-
First Review
40%
1st-Timers
7
Maintainers
A TierTypeScript 266

fitchmultz/pi-posthorse

Posthorse: fresh context, same journey. No-summary context rollover for the Pi coding agent (official Pi 1.0+ or the fitchmultz/pi fork), with durable notes and history recovery.

85.7%
Merge Rate
5d
First Review
100%
1st-Timers
0
Maintainers
A TierRust 115

nambok/mentedb

A cognition aware database engine for AI agent memory. Purpose built in Rust with WAL, HNSW, knowledge graphs, and speculative context pre assembly. Not a wrapper, a ground up storage engine that thinks.

98.8%
Merge Rate
3d
First Review
100%
1st-Timers
0
Maintainers
B TierTypeScript 228

a-Fig/Accordion

🏆 AI Hackathon 2026 @ UC Berkeley Intelligent context management for developers

71.4%
Merge Rate
2h
First Review
100%
1st-Timers
0
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 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 TierPython 137

ppgranger/token-saver

Content-aware output compression for AI coding assistants. 36 specialized processors cut CLI output tokens by 60-99% (git, pytest, npm, terraform, kubectl, docker, and more) without losing errors, diffs, or stack traces.

100.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
B TierRust 101

snchimata/tokenfold

Private, provider-neutral context compression for LLMs. Reversibly compress schemas and logs inside your perimeter with zero third-party calls.

100.0%
Merge Rate
3d
First Review
0%
1st-Timers
1
Maintainers
C TierTypeScript 103

gintasz/unigent

Build stateful agent workflows with typed outputs, reusable tools, session forks, and ordinary TypeScript.

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierRust 193

claudioemmanuel/squeez

Hook-based token compressor for 5 AI CLI hosts (Claude Code, Copilot CLI, OpenCode, Gemini CLI, Codex CLI). Up to 95% bash compression, signature-mode for code reads, cross-call dedup, MCP server, self-teaching protocol. Zero runtime deps.

0.0%
Merge Rate
1d
First Review
0%
1st-Timers
1
Maintainers
D TierTypeScript 26.6k

humanlayer/12-factor-agents

What are the principles we can use to build LLM-powered software that is actually good enough to put in the hands of production customers?

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierTypeScript 222

chipfighter/context-attachment-manager

Codex and Claude Code plugin (works in Claude Desktop): choose which past images go to the model with your next message. Unchecked images become placeholders, the conversation goes on, and requests stay small.

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierRust 109

linggen/linggen-memory

Local-first semantic memory for AI assistants — one store your preferences, decisions and gotchas follow you into, across Claude Code, Codex, Cursor and Zed.

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
Best Context-window Open Source Repositories & C-Rank™ | GetMerged