enrich_github
Enrich a GitHub user profile with public repo count, followers, hireable flag, top languages, and join date. Use for developer-lead qualification or recruiter sourcing. Example call: {"username": "torvalds"} Cost: $0.005–$0.05 USDC on Base per call.
This record as markdown: /tools/io-github-colinhughes2121-gocreative-agent-api/enrich-github.md
What enrich_github does on GoCreative Agent API
AI agents call enrich_github 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 | string | Yes |
Parameters from the server's own tool schema.
Why enrich_github is rated Low
This is a data retrieval and enrichment tool that queries publicly available GitHub profile information. It has no side effects, cannot modify data, execute code, or trigger external operations. The use case (recruiter sourcing, developer qualification) confirms it is read-only. The low cost structure is typical of simple API lookups. No reversible or irreversible modifications occur.
From the tool's definition Tool retrieves public GitHub profile data including repo count, followers, hireable flag, top languages, and join date.
Attacks that exploit this kind of access
The rule that runs enrich_github 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 enrich_github, this is the rule to start with:
enrich_github 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 enrich_github call is checked against it from then on.
Questions about enrich_github
Enrich a GitHub user profile with public repo count, followers, hireable flag, top languages, and join date. Use for developer-lead qualification or recruiter sourcing. Example call: {"username": "torvalds"} 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.
enrich_github accepts 1 parameter: username. Required: username. 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 enrich_github: 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.
enrich_github 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 enrich_github 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 enrich_github. 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.
enrich_github 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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