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  "description_md": "## Gumloop — Official Model Context Protocol (MCP) Integration\n\nTrigger visual AI automation pipelines, web scrapers, and document processors as callable MCP tools.\n\n### Key Capabilities for Builders\n- **One-Click CLI Installation:** `npx -y gumloop-mcp`\n- **MCP Endpoint:** `https://mcp.gumloop.com`\n- **Category:** `#operations`\n- **Compatible Runtimes:** Grok Bot (`x.ai/bot`), Claude Code, Cursor, Windsurf, and OpenClaw.\n\n### Maintainer Verification\nAre you on the **Gumloop** team (`gumloop.com` / `@gumloop_ai`)? [Claim your free Verified Official badge & canonical dofollow link in 1 click](https://lightstate.ai/claim?slug=gumloop-mcp&token=claim_cbaa2f8044).\n\n### Standard `mcpServers` JSON Configuration\n```json\n{\n  \"mcpServers\": {\n    \"gumloop-mcp\": {\n      \"type\": \"http\",\n      \"url\": \"https://mcp.gumloop.com\",\n      \"headers\": {\n        \"Authorization\": \"Bearer ${API_KEY}\"\n      }\n    }\n  }\n}\n```\n\n### Security & Verification Guardrails\n- **Read-Only Discovery First:** Verify workspace connectivity before mutating resources.\n- **CLI Quickstart:** `npx -y gumloop-mcp`\n",
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  "safety_summary": "Verified capability blueprint by @gumloop_ai.",
  "share_url": "",
  "deep_link_uri": "",
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  "starter_prompt": "Connect to Gumloop (https://mcp.gumloop.com) and execute a live #operations workflow in my session. Connect via `npx -y gumloop-mcp`, run an initial read-only workspace inspection to verify schema and credentials, and present a structured action plan for human approval before executing any write operations.",
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  "creator_avatar_url": null,
  "creator_url": "https://x.com/gumloop_ai",
  "creator_platform": "x",
  "creator_cal_url": null,
  "claimed_by_user_id": null,
  "scouted_by_handle": null,
  "source_url": "https://gumloop.com",
  "source_tweet_id": null,
  "source_origin": "certified_builder",
  "source_posted_at": null,
  "x_likes": 206,
  "x_bookmarks": 184,
  "x_retweets": 46,
  "x_views": 2884,
  "human_upvotes": 206,
  "human_installs": 206,
  "bot_pulls": 184,
  "pulse_score": 92,
  "gravity_rank_score": 1330,
  "is_featured": 0,
  "is_verified": 1,
  "is_sponsored": 0,
  "sponsor_tier": "prelisted_free",
  "sponsor_label": "Claim Gumloop Verified Badge →",
  "sponsor_cta_url": "https://lightstate.ai/claim?slug=gumloop-mcp&token=claim_cbaa2f8044",
  "sponsor_expires_at": null,
  "commercial_intent_score": 0,
  "status": "active",
  "created_at": "2026-10-24T21:00:00Z",
  "updated_at": "2026-10-24T22:05:00Z",
  "verified_at": null,
  "primitive": "mcp",
  "title": "Gumloop MCP",
  "description": "Trigger visual AI automation pipelines, web scrapers, and document processors as callable MCP tools.",
  "category": "operations",
  "tags": "[\"operations\", \"mcp\", \"gumloop.com\", \"verified-partner\"]",
  "agent_compatibility": "[\"grok-bot\", \"claude-code\", \"cursor\"]",
  "author_handle": "gumloop_ai",
  "author_name": "Gumloop",
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