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#context-window (11 Repositories)

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

Topic Avg Merge Rate

54.6%

Avg Review Latency

48.8h

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11 repositories tagged #context-window

B 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.

98.3%
Merge Rate
3d
First Review
100%
1st-Timers
0
Maintainers
A TierGo 326

smart-mcp-proxy/mcpproxy-go

Supercharge AI Agents, Safely

91.6%
Merge Rate
5d
First Review
78%
1st-Timers
6
Maintainers
A TierGo 507

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.

77.8%
Merge Rate
1d
First Review
33%
1st-Timers
3
Maintainers
A TierJava 113

reshaprio/reshapr

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

64.3%
Merge Rate
8h
First Review
80%
1st-Timers
7
Maintainers
B TierPython 68.0k

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.

68.7%
Merge Rate
1d
First Review
56%
1st-Timers
103
Maintainers
B TierTypeScript 228

a-Fig/Accordion

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

100.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
B TierPython 2.6k

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.

70.1%
Merge Rate
12d
First Review
65%
1st-Timers
7
Maintainers
B TierRust 188

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.

29.4%
Merge Rate
<1h
First Review
0%
1st-Timers
2
Maintainers
D TierRust 108

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
D TierTypeScript 104

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, 160+ filter & interception rules, compact manifest injection, image shrinking, cache and compact skills, cache MCP calls, prompt injection protections, and much more.

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

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