# lookup_bluesky

Get a Bluesky profile (followers, bio, post count, avatar). Use for emerging-platform creator research. Example call: {"handle": "jay.bsky.team"} Cost: $0.005–$0.05 USDC on Base per call.

Agent View of the PolicyLayer registry record for `lookup_bluesky`. HTML page: https://policylayer.com/tools/io-github-colinhughes2121-gocreative-agent-api/lookup-bluesky

## Facts

- Tool: `lookup_bluesky`
- Server: GoCreative Agent API (`https://api.gocreativeai.com/mcp`) — https://policylayer.com/tools/io-github-colinhughes2121-gocreative-agent-api.md
- Homepage: https://github.com/https://api.gocreativeai.com/mcp
- Risk category: Read (Low risk)
- Registry record: grade D, identity unverified
- Server auth posture: open
- Server rate-limited: no
- Parameters: 1 (1 required)
- Recommended policy verdict: Allowed

## Parameters

| Parameter | Type | Required | Description |
| --- | --- | --- | --- |
| `handle` | string | yes |  |

Parameters from the server's own tool schema.

## Example call (MCP tools/call, JSON-RPC 2.0)

```json
{
  "jsonrpc": "2.0",
  "id": 1,
  "method": "tools/call",
  "params": {
    "name": "lookup_bluesky",
    "arguments": {
      "handle": "<handle>"
    }
  }
}
```

## Why lookup_bluesky is rated Low

This is a pure data retrieval tool that queries public profile information from Bluesky without creating, modifying, deleting, or executing any operations. The blast radius of misuse is minimal—worst case returns unwanted but harmless profile metadata. Financial categorization does not apply as USDC charges are usage fees, not financial transactions on behalf of the user.

From the tool's own definition: "Tool retrieves Bluesky profile data (followers, bio, post count, avatar) with no modification capabilities. Description explicitly states 'Get' and example shows read-only parameter (handle)."

## Use case

AI agents call lookup_bluesky to retrieve information from GoCreative Agent API without modifying anything. It is typically the context-gathering step in research, monitoring, and reporting workflows, before the agent takes action elsewhere.

## Recommended policy (PolicyLayer)

Verdict: **Allowed**. Enforced by the PolicyLayer MCP gateway (https://policylayer.com/mcp-gateway) before a call reaches GoCreative Agent API:

```json
{
  "version": "1",
  "default": "deny",
  "tools": {
    "lookup_bluesky": {}
  }
}
```

## Other tools on GoCreative Agent API (171)

- `ai_ask` — Financial — https://policylayer.com/tools/io-github-colinhughes2121-gocreative-agent-api/ai-ask.md
- `enrich_browserbase` — Financial — https://policylayer.com/tools/io-github-colinhughes2121-gocreative-agent-api/enrich-browserbase.md
- `lookup_credit_card_validate` — Financial — https://policylayer.com/tools/io-github-colinhughes2121-gocreative-agent-api/lookup-credit-card-validate.md
- `lookup_lighthouse` — Financial — https://policylayer.com/tools/io-github-colinhughes2121-gocreative-agent-api/lookup-lighthouse.md
- `lookup_qr_code` — Financial — https://policylayer.com/tools/io-github-colinhughes2121-gocreative-agent-api/lookup-qr-code.md
- `lookup_uuid` — Financial — https://policylayer.com/tools/io-github-colinhughes2121-gocreative-agent-api/lookup-uuid.md
- `scrape_firefoxstore` — Financial — https://policylayer.com/tools/io-github-colinhughes2121-gocreative-agent-api/scrape-firefoxstore.md
- `ai_pro` — Read — https://policylayer.com/tools/io-github-colinhughes2121-gocreative-agent-api/ai-pro.md
- `ai_ultra` — Read — https://policylayer.com/tools/io-github-colinhughes2121-gocreative-agent-api/ai-ultra.md
- `audit_github` — Read — https://policylayer.com/tools/io-github-colinhughes2121-gocreative-agent-api/audit-github.md
- `bundle_company_360` — Read — https://policylayer.com/tools/io-github-colinhughes2121-gocreative-agent-api/bundle-company-360.md
- `bundle_crypto_360` — Read — https://policylayer.com/tools/io-github-colinhughes2121-gocreative-agent-api/bundle-crypto-360.md
- `bundle_dev_360` — Read — https://policylayer.com/tools/io-github-colinhughes2121-gocreative-agent-api/bundle-dev-360.md
- `bundle_device_360` — Read — https://policylayer.com/tools/io-github-colinhughes2121-gocreative-agent-api/bundle-device-360.md
- `bundle_diligence_360` — Read — https://policylayer.com/tools/io-github-colinhughes2121-gocreative-agent-api/bundle-diligence-360.md
- `bundle_domain_360` — Read — https://policylayer.com/tools/io-github-colinhughes2121-gocreative-agent-api/bundle-domain-360.md
- `bundle_drug_360` — Read — https://policylayer.com/tools/io-github-colinhughes2121-gocreative-agent-api/bundle-drug-360.md
- `bundle_email_360` — Read — https://policylayer.com/tools/io-github-colinhughes2121-gocreative-agent-api/bundle-email-360.md
- `bundle_kyb_360` — Read — https://policylayer.com/tools/io-github-colinhughes2121-gocreative-agent-api/bundle-kyb-360.md
- `bundle_regulatory_360` — Read — https://policylayer.com/tools/io-github-colinhughes2121-gocreative-agent-api/bundle-regulatory-360.md
- `bundle_repo_360` — Read — https://policylayer.com/tools/io-github-colinhughes2121-gocreative-agent-api/bundle-repo-360.md
- `bundle_risk_360` — Read — https://policylayer.com/tools/io-github-colinhughes2121-gocreative-agent-api/bundle-risk-360.md
- `bundle_sales_intent` — Read — https://policylayer.com/tools/io-github-colinhughes2121-gocreative-agent-api/bundle-sales-intent.md
- `bundle_sec_360` — Read — https://policylayer.com/tools/io-github-colinhughes2121-gocreative-agent-api/bundle-sec-360.md
- `data_clinical_trials` — Read — https://policylayer.com/tools/io-github-colinhughes2121-gocreative-agent-api/data-clinical-trials.md
- `data_ip_threat` — Read — https://policylayer.com/tools/io-github-colinhughes2121-gocreative-agent-api/data-ip-threat.md
- `data_sanctions_screen` — Read — https://policylayer.com/tools/io-github-colinhughes2121-gocreative-agent-api/data-sanctions-screen.md
- `enrich_apify` — Read — https://policylayer.com/tools/io-github-colinhughes2121-gocreative-agent-api/enrich-apify.md
- `enrich_browsersnap` — Read — https://policylayer.com/tools/io-github-colinhughes2121-gocreative-agent-api/enrich-browsersnap.md
- `enrich_company` — Read — https://policylayer.com/tools/io-github-colinhughes2121-gocreative-agent-api/enrich-company.md
- …and 141 more: https://policylayer.com/tools/io-github-colinhughes2121-gocreative-agent-api.md

## For agents

This record is a snapshot. Live verdicts and the full registry:

- Check every server in your MCP config at once: `npx -y policylayer stack`
- Vet a server before you add it: install the mcp-precheck skill — `npx skills add https://policylayer.com` (skill text: https://policylayer.com/skill.md)
- Query the registry over MCP: endpoint `https://api.policylayer.com/mcp` — tools `check_mcp_server`, `check_mcp_stack`, `check_tool`, `search_registry`, `get_change_events`

---

Source: the PolicyLayer MCP registry — one continuously verified record per MCP server. Full record: https://policylayer.com/registry?q=io-github-colinhughes2121-gocreative-agent-api · API: https://policylayer.com/registry/api · Policy library: https://policylayer.com/policies/io-github-colinhughes2121-gocreative-agent-api