INDIVIDUAL MCP TOOL

loops_grade

Grade any agent-loop prompt A–F with the same deterministic, default-fail Safety Score that gates the looprepo directory.

looprepo.devnone authenticationAvailability not checked

Input schema

{}

Inferred read-only · medium confidence · heuristic, not a guarantee.

No write-capable action terms were found; this is not proof that invocation has no side effects.

CONNECT WITH APPROVAL

Review this server and its permissions before adding it. Secret placeholders must be set locally.

Codex

~/.codex/config.toml

[mcp_servers.looprepo]
url = "https://mcp.looprepo.dev/mcp"
enabled = true

Claude Code

.mcp.json

{
  "mcpServers": {
    "looprepo": {
      "type": "http",
      "url": "https://mcp.looprepo.dev/mcp"
    }
  }
}

Claude Desktop

Settings → Connectors → Add custom connector

Name: looprepo
Remote MCP URL: https://mcp.looprepo.dev/mcp

Add this remote URL as a custom connector in Claude Desktop. Availability depends on the user plan and workspace policy.

Cursor

.cursor/mcp.json

{
  "mcpServers": {
    "looprepo": {
      "url": "https://mcp.looprepo.dev/mcp"
    }
  }
}

Visual Studio Code

.vscode/mcp.json

Add to Visual Studio Code

{
  "servers": {
    "looprepo": {
      "type": "http",
      "url": "https://mcp.looprepo.dev/mcp"
    }
  }
}

Generic MCP

Client-specific MCP configuration

{
  "name": "looprepo",
  "transport": "streamable-http",
  "url": "https://mcp.looprepo.dev/mcp"
}

MCP Inspector

Run the official MCP Inspector locally and enter the indexed Streamable HTTP endpoint.

loops_search — Search the looprepo directory of agent loops (/loop, /goal, /schedule, Ralph-style) for Claude Code and Codex.
loops_get — Get one loop by slug: full prompt, usage notes (when to use / how it works / safety), attribution, and stats.
loops_categories — List all categories and loop types with published-loop counts.
loops_intake_recommend — Given a read-only intake report pasted from Claude, Claude Code, Cowork, Codex, or another agent, infer the goal/workflows and return ranked real looprepo loops plus a harness-ready builder prefill.
loops_generate_harness — Generate a complete safe-loop harness bundle (CLAUDE.md, .claude/settings.json PreToolUse+Stop hooks, slash commands, fresh-context default-fail evaluator agent, prd.json, progress/handoff templates).
loops_trending — Top loops by upvotes + copies over a recent window.
loops_similar — Loops related to a given slug — same category, matching intent, and text similarity.
loops_for_stack — Describe your tools/stack (e.g.