by ratel-ai · MCP Server · ★ 550
Last updated: · Indexed by AgentSkillsHub · Auto-synced every 8h
npx skills add ratel-ai/skills --all
pnpm add @ratel-ai/sdk
Taken from the project's README on GitHub. Check the security audit before running it.
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.
| Stars | 550 |
| Forks | 32 |
| Language | Rust |
| Category | MCP Server |
| License | MIT |
| Quality Score | 65/100 |
| Open Issues | 15 |
| Last Updated | 2026-11-04 |
| Created | 2025-11-12 |
| Platforms | claude-code, mcp, rust |
| Est. Tokens | ~25k |
Ratel Context engineering for AI agents — engineer the context your agent actually needs, on every turn. Docs • Skills • Roadmap • Discord Most agents stuff every tool, skill, and memory into the context window each turn — burning tokens, drifting on the long tail. Ratel sits between the agent and its catalog, and resolves only what matters for this turn.
These tools work well together with ratel for enhanced workflows:
Looking for a ratel alternative? If you're comparing ratel with other mcp server tools, these 6 projects are the closest alternatives on Agent Skills Hub — ranked by topic overlap, star count, and community traction.
CUGA is an open-source generalist agent harness for the enterprise, supporting complex task execution on web a
Your personal AI assistant, running on your own computer. Long-running tasks, real memory, proactive help, voi
Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowl
Official Microsoft Learn MCP Server and CLI tool – powering LLMs and AI agents with real-time, trusted Microso
MCP server and Claude plugin for Postgres skills and documentation. Helps AI coding tools generate better Post
The python library for research and development in NLP, multimodal LLMs, Agents, ML, Knowledge Graphs, and mor
Explore other popular mcp server tools:
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: