# mksglu/context-mode

> An MCP server for AI coding agents that sandboxes tool output (up to 98% context reduction), persists session memory in SQLite with FTS5 search, and enforces routing across 17 platforms.

- Magnitude: 3.1 out of 10 — Steady
- Stars: 32,734 total · +29 stars measured 2026-10-29, 00:05–04:19 UTC, ≈ 159 by evening
- Star trust: star growth looks organic
- Category: AI agents · Language: TypeScript · Created: 2026-02-23 · Last push: 2026-10-28
- GitHub: https://github.com/mksglu/context-mode · Homepage: https://contextmode.ai · Page: https://gitnova.dev/en/r/mksglu/context-mode

## Useful for

- Connect to Claude Code so Playwright snapshots and logs stop flooding the context window
- Index project files into FTS5 and search them after session compaction
- Run ctx_execute with a script instead of dozens of Read calls to get only the final result

## Why it’s here

- Star-counter measurements on 2026-10-29 (UTC), 00:05–04:19: 32705 → 32734 stars (+29). This is the change over that interval.
- Estimated end-of-day forecast: about +159 stars, using observed gains and the previous day.
- GitHub Trending this month: #9, +8,679 stars.
- About 10 forks a day — people are taking the code.

## Star trust

Star growth looks organic.

Star-trust labels are heuristics based on the repository’s behavior, not a check of every stargazer.

## Numbers

- Forks: 2,263
- Issues and pull requests: 0
- Watchers: 112
- Average over the last week: 153 per day
- Usual pace: 349 per day
- Stars in the last hour (measured): 6
- Latest release: v2.0.0-next.11 (2026-10-28)

## Stars per day, last 30 days (oldest → newest, today is partial)

2026-09-30 … 2026-10-29: 295, 299, 254, 200, 134, 72, 78, 90, 153, 207, 440, 287, 819, 945, 883, 540, 425, 250, 298, 328, 287, 262, 170, 163, 132, 170, 158, 129, 160, 29

## Magnitude by day, last 14 days

10-16 5.4, 10-17 4.9, 10-18 4.2, 10-19 4.4, 10-20 4.4, 10-21 3.5, 10-22 3.3, 10-23 3.0, 10-24 3.1, 10-25 2.9, 10-26 3.6, 10-27 3.6, 10-28 3.0, 10-29 3.1

## Spotted in now

- GitHub Trending this month: #9, +8,679 stars

## More in this category

1. **HKUDS/DeepTutor** — 8.8 · Breakout · AI agents · Python · +415 stars measured 2026-10-29, 00:02–04:17 UTC, ≈ 1,933 by evening
   A lifelong personalized AI tutor with long-term memory: builds learning paths, reads documents and books, and runs practice and assessments via a multi-agent system and RAG.
   Full card: https://gitnova.dev/en/r/HKUDS/DeepTutor.md
2. **elayadesign/ai-design-skills** — 7.9 · Breakout · AI agents · +228 stars measured 2026-10-29, 00:02–04:17 UTC, ≈ 1,299 by evening
   A collection of markdown-based design skills for AI coding tools like Claude Code, Cursor, Codex and Windsurf, covering landing page design and turning static designs into animated showcases.
   Full card: https://gitnova.dev/en/r/elayadesign/ai-design-skills.md
3. **anonnerdfrenzy/survival-llm** — 7.7 · Early signal · AI agents · Python · +47 stars measured 2026-10-29, 00:02–04:17 UTC, ≈ 358 by evening
   A local offline LLM assistant with a library of ~1.5M survival, medical and how-to articles; every answer cites the exact source passage.
   Full card: https://gitnova.dev/en/r/anonnerdfrenzy/survival-llm.md
4. **unclebob/ub-mode** — 7.6 · Breakout · AI agents · +191 stars measured 2026-10-29, 00:02–04:17 UTC, ≈ 1,098 by evening
   An agent skill that enforces disciplined software engineering practices when writing or changing code: TDD, root-cause fixes, behavior testing, and quality gates via mutation testing. Installed as SKILL.md into the agent's skills directory.
   Full card: https://gitnova.dev/en/r/unclebob/ub-mode.md
5. **pbakaus/impeccable** — 7.6 · Breakout · AI agents · Rust · +551 stars measured 2026-10-29, 00:02–04:17 UTC, ≈ 2,466 by evening
   A set of commands and detector rules for AI coding agents that helps them produce better frontend design instead of generic templates. Installs as a skill into Claude Code, Cursor, Codex and other harnesses.
   Full card: https://gitnova.dev/en/r/pbakaus/impeccable.md

---

Magnitude (0–10) measures how fast and how unusually interest in a repository is growing right now. It is not a quality score.
Days are UTC. “So far today” is a fact; “expected by the end of the day” is a forecast.
Summaries and use cases are written by an LLM (DeepSeek V4.1 Flash) from the README and may be inaccurate: verify specific claims (benchmarks, speed, hardware) in the repository itself.
Data as of 2026-10-29 04:27 UTC, updated every 30 minutes.