Open Source
Free CLI tools built at Hatchloop. Pip-installable, zero fluff, honest about what they do. Use them, break them, open issues.
Score any GitHub profile across 9 honest reputation signals and get a prioritized fix list in under 30 seconds. Measures what actually matters: star signal, contribution streak, description quality, topic tags, profile completeness. Fixes ordered by impact, not vanity.
- 9 scored dimensions — profile completeness, stars, streaks, diversity, tags
- Prioritized fixes sorted by highest-impact first
- JSON output flag for scripting and dashboards
- GITHUB_TOKEN optional; avoids rate limits when set
Validate and security-check your claude_desktop_config.json before it bites you. Zero dependencies, CI-friendly (exits 1 on errors). Catches misconfigured servers, exposed credentials, unfilled placeholders, runtime mismatches, and bloated token costs before they become runtime surprises.
- Validity, structure, runtime mismatch, and security checks in one pass
- Estimates context-window token cost per MCP server
- --strict flag for CI pipelines — warnings become failures
- JSON output for dashboards and pre-commit hooks
Live probe for any MCP server over HTTP. Checks reachability, MCP initialize handshake, tools/list count and schema validity, and latency. Returns an honest 0ndash;100 quality score. Built to address the lack of quality signal across 20,000+ MCP servers in the wild. Companion to mcp-config-lint (config files) and AgentBroker.
- Server-side probing mdash; no CORS issues, works with any public MCP server
- SSRF guard blocks private/localhost targets
- JSON API at /tools/mcp-check/api/probe for programmatic use
- Links to MCP Config Auditor (for config files) and AgentBroker