scrape_letterboxd
Scrape Letterboxd (user diary, film stats, ratings). Use for cinephile-research agents. Example call: {"username_or_film": "scorsese"} Cost: $0.005–$0.05 USDC on Base per call.
This record as markdown: /tools/io-github-colinhughes2121-gocreative-agent-api/scrape-letterboxd.md
What scrape_letterboxd does on GoCreative Agent API
AI agents call scrape_letterboxd 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 |
|---|---|---|---|
username_or_film | string | Yes |
Parameters from the server's own tool schema.
Why scrape_letterboxd is rated Low
This tool retrieves publicly available data from Letterboxd—user profiles, diary entries, film statistics, and ratings. It performs a read-only query with no side effects. While web scraping raises ethical concerns about terms of service, the security risk category is determined by functional capability: the tool cannot modify data, execute code, delete content, or commit financial transactions.
From the tool's definition Tool description states 'Scrape Letterboxd (user diary, film stats, ratings)' and example call shows username/film lookup. No modification, deletion, or command execution capabilities described.
Attacks that exploit this kind of access
The rule that runs scrape_letterboxd 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 scrape_letterboxd, this is the rule to start with:
scrape_letterboxd 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 scrape_letterboxd call is checked against it from then on.
Questions about scrape_letterboxd
Scrape Letterboxd (user diary, film stats, ratings). Use for cinephile-research agents. Example call: {"username_or_film": "scorsese"} 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.
scrape_letterboxd accepts 1 parameter: username_or_film. Required: username_or_film. 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 scrape_letterboxd: 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.
scrape_letterboxd 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 scrape_letterboxd 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 scrape_letterboxd. 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.
scrape_letterboxd 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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