Context Evaluator
Detect and fix issues in your AGENTS.md, CLAUDE.md, and more
Context Evaluator launched on February 25, 2026 with 13 votes, #893 of 16,627 launches that month and more than 90% of that year's launches.
What it does
Bootstrapping context files is easy; keeping them accurate is not. Context-Evaluator is an open-source scanner for your AGENTS.md, CLAUDE.md, and other instruction files, along with skills to detect content quality issues, missing setup steps, context gaps, and mismatches between documentation and code. With Context-Evaluator, clean the context files used by our AI Coding agents so they're up to date and cover the relevant information. Support Claude Code, Cursor, and GitHub Copilot.
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Context GatewayMar 2026 · github.com · ▲220We built an open-source proxy that sits between coding agents (Claude Code, OpenClaw, etc.) and the LLM, compressing tool outputs before they enter the context window. Demo: https://www.youtube.com/watch?v=-vFZ6MPrwjw#t=9s. Motivation: Agents are terrible at managing context. A single file read or grep can dump thousands of tokens into the window, most of it noise. This isn't just expensive — it actively degrades quality. Long-context benchmarks consistently show steep accuracy drops as context grows (OpenAI's GPT-5.4 eval goes from 97.2% at 32k to 36.6% at 1M…
Context Mode – 315 KB of MCP output becomes 5.4 KB in Claude CodeFeb 2026 · github.com · ▲84Every MCP tool call dumps raw data into Claude Code's 200K context window. A Playwright snapshot costs 56 KB, 20 GitHub issues cost 59 KB. After 30 minutes, 40% of your context is gone. I built an MCP server that sits between Claude Code and these outputs. It processes them in sandboxes and only returns summaries. 315 KB becomes 5.4 KB. It supports 10 language runtimes, SQLite FTS5 with BM25 ranking for search, and batch execution. Session time before slowdown goes from ~30 min to ~3 hours. MIT licensed, single command install: /plugin marketplace add mksglu/claude-context-mode…
Claude Reflect – Auto-turn Claude corrections into project configJan 2026 · github.com · ▲75A self-learning system for Claude Code that captures corrections, positive feedback, and preferences — then syncs them to CLAUDE.md and AGENTS.md. - BayramAnnakov/claude-reflect
- MAMade a Tool to Generate Claude Context Files2024 · repo-distillery.vercel.app · ▲6
Context File Creator - Generate project context for AI analysis
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