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.
This record as markdown: /tools/io-github-colinhughes2121-gocreative-agent-api/lookup-bluesky.md
What lookup_bluesky does on GoCreative Agent API
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.
| Parameter | Type | Required | Description |
|---|---|---|---|
handle | string | Yes |
Parameters from the server's own tool schema.
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 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).
Attacks that exploit this kind of access
The rule that runs lookup_bluesky safely
PolicyLayer is an MCP gateway: it sits between your AI agents and GoCreative Agent API, and checks every tool call against a rule you set before the call runs. Nothing changes on the server itself. For lookup_bluesky, this is the rule to start with:
lookup_bluesky is read-only, so it stays allowed. Everything else on the server is denied unless you say otherwise.
The button opens the PolicyLayer dashboard: create your workspace, connect GoCreative Agent API, apply this rule, and every lookup_bluesky call is checked against it from then on.
Questions about 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. It is categorised as a Read tool in the GoCreative Agent API MCP Server, which means it retrieves data without modifying state.
lookup_bluesky accepts 1 parameter: handle. Required: handle. The full parameter table on this page comes from the server's own tool schema.
Register the GoCreative Agent API MCP server in PolicyLayer and add a rule for lookup_bluesky: allow, deny, rate-limit, or require approval. Point your MCP client at the PolicyLayer proxy URL and the rule is enforced on every call, before it reaches GoCreative Agent API. Nothing to install.
lookup_bluesky is a Read tool with low risk. Read-only tools are generally safe to allow by default.
Yes. Add a rate_limit block to the lookup_bluesky rule in your PolicyLayer policy. For example, setting max: 10 and window: 60 limits the tool to 10 calls per minute. Rate limits are tracked per agent session and reset automatically.
Set action: deny in the PolicyLayer policy for lookup_bluesky. The AI agent will receive a policy violation error and cannot call the tool. You can also include a reason field to explain why the tool is blocked.
lookup_bluesky is provided by the GoCreative Agent API MCP server (https://api.gocreativeai.com/mcp). PolicyLayer sits as a proxy in front of this server to enforce policies before tool calls reach the server.
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