AI agents hallucinate package names. `need` gives them a verified index of 10,000+ CLI tools with a feedback loop that gets smarter with every install.
**Three MCP tools:**
- `search_tools` — semantic search in plain English ("compress png images")
- `install_tool` — install via brew, apt, npm, pip, or cargo (allowlisted only)
- `report_tool_usage` — success/failure signals that improve rankings for every future agent
**Works with:** Claude Code, Cursor, Claude Desktop
**Try it:** `npx @agentneeds/need "compress png images"`
Cognium trust score
65%
Tier
Scanned
Composite of vulnerability cleanliness, spec conformance, provenance, stability, and usage signals — scanned and weighted by Cognium. Human and agent signals are tracked separately.
Last scanned 2026-06-15.
Returns 7 tools: search_skills, get_skill, list_leaderboard, get_trust_breakdown, resolve_composition, plus the ChatGPT-connector search and fetch. Every tool is annotated read-only.
Resolve this skill directly via MCP tools/call get_skill.