code-context-engine: Save 94% on AI coding tokens

by elara-labs · MCP Server · ★ 401

Last updated: · Indexed by AgentSkillsHub · Auto-synced every 8h

How to install code-context-engine

uv tool install "code-context-engine[local]"    # or: pipx install "code-context-engine[local]"
pip install code-context-engine

Taken from the project's README on GitHub. Check the security audit before running it.

Security audit verdict: SAFE · quality 71/100

None of the 42 rules matched — no credential harvesting, no data exfiltration, no curl-pipe-shell installer. Scanned against 42 published rules built on the SlowMist agent-security taxonomy, refreshed every 8 hours. Full audit →

The quality score combines nine heuristic checks of the repo and its README: completeness, clarity, specificity, examples, structure, agent readiness, step-by-step content, instruction quality and security notes. It rates how well the project explains itself to an agent, not the code.

ai-codingclaudeclaude-codecode-indexingcodexcopilotcursorgemini-cligithub-copilotllm-tools

Quick Facts

Stars401
Forks61
LanguagePython
CategoryMCP Server
LicenseMIT
Quality Score71/100
Open Issues14
Last Updated2026-08-23
Created2026-04-27
Platformsclaude-code, cli, codex, gemini, mcp, python
Est. Tokens~19k

About code-context-engine

Code Context Engine Index your codebase. AI searches instead of re-reading files.94% token savings, reproducibly benchmarked. Website · Docs · Why CCE? · Benchmark · GitHub <img s

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How this security grade is produced

Grades come from a rule-based scan built on the SlowMist agent-security taxonomy: 42 published rules, covering credential harvesting, data exfiltration, curl | sh installers and more. It is a first-layer scan, not a manual audit — we say so rather than overstate it.

The scale of the problem is documented independently: Liu et al. (2026), in a study of 31,132 agent skills, report that 26.1% contain security vulnerabilities. Our own full-catalog census is published as a citable open dataset.

Sources & who's responsible:

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