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MCP server · Developer Tools

paultaki/ailooplibrary-mcp

· github.com/paultaki/ailooplibrary-mcp

only stdio server.

Unclaimed agent-loopsai-agentsclaude-codemcpmcp-server
InstallView source
34Low

Scored a month ago · breakdown

About paultaki/ailooplibrary-mcp

paultaki/ailooplibrary-mcp is an MCP server in the Developer Tools category: only stdio server. It has been installed 0 times through Conduid.

Tools (9)

browse_catalog(category?)The whole catalog as a ~2k-token digest (id, category, use_when, verifier strength) — one call, then the agent judges against operator context

Takes no parameters.

catalog_stats()Loop count, featured loops, last_updated, catalog source

Takes no parameters.

critique_loop(loop_description)Deterministic lint against the anti-pattern rubric (verifier, stop condition, budget, one-change-per-round, state, MVL, risk gates…) — 0–10 score with per-check fixes

Takes no parameters.

design_loop(goal, constraints?, cadence?, context?)Scaffold a new loop spec from a stated bottleneck, with a domain-matched verifier suggestion and the nearest catalog loops

Takes no parameters.

get_loop(id_or_slug)Full loop spec + canonical URL, with verifier strength and loop kind

Takes no parameters.

list_categories()Category counts with library filter URLs

Takes no parameters.

pick_loop_for_goal(goal, constraints?, limit?)Lexically ranked shortlist (5 by default) with use_when, verification, and an honest confidence signal — the agent makes the final call

Takes no parameters.

render_run_protocol(id_or_slug, goal?, risk_posture?, kind?, max_rounds?, max_minutes?)Executable markdown protocol: done contract, one-change-per-round, verification, state files, stop conditions, budget, risk-colored approval boundary, proof format. Scheduled-tick business loops (SEO, ads, product metrics) get experiment logs, undo-losers discipline, and notify-the-human ticks

Takes no parameters.

search_loops(query, category?, limit?)Ranked loops with a one-line why-matched

Takes no parameters.

Install

Clone
git clone https://github.com/paultaki/ailooplibrary-mcp

This server has no ConduID identity, so agent calls to it are not receipted. Pin the version you install and review the source before granting it credentials.

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Security checks

  • ·README presentNot checked yet.
  • ·License declaredNot checked yet.
  • ·Tests presentNot checked yet.
  • ·Dependencies pinnedNot checked yet.
  • ·No dynamic code executionNot checked yet.
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Questions

About paultaki/ailooplibrary-mcp

How do I install paultaki/ailooplibrary-mcp?

Run git clone https://github.com/paultaki/ailooplibrary-mcp, then add the server to your MCP client's configuration. Conduid has recorded 0 installs, so the command is known to work with current clients.

Is paultaki/ailooplibrary-mcp safe to use with an AI agent?

Its trust score is 34 out of 100 (low). Conduid hasn't run static security checks on this repository yet, so review the source yourself before granting it credentials. It has no ConduID identity yet, so agent calls to it are not receipted.

Is paultaki/ailooplibrary-mcp still maintained?

Conduid hasn't recorded a commit date for this repository yet. Check the repository directly for recent activity.