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Revternal Enrich Developer

revternal_enrich_developer
Read-onlyIdempotent

Enrich a developer from their GitHub profile URL — full firmographic + technical profile, computed in real time (cached server-side after the first call). Returns name, location, company, bio, followers/following, repo and gist counts, years active, seniority estimate, a ranked skills breakdown (languages by repo share), top repos, 90-day activity counts, and composite scores (seniority, activity, language diversity, influence, profile completeness). Flat 2 credits per successful call. Use to enrich a lead or candidate you already have a GitHub URL for. Requires your own Revternal API key (BYOK) — pass it as _apiKey. Example: revternal_enrich_developer({ github_url: "https://github.com/torvalds", _apiKey: "..." }).

Input Schema

NameRequiredDescriptionDefault
_apiKeyYesYour Revternal API key (sent as x-api-key), from https://revternal.com/signup. Required — Pipeworx has no platform key for this pack.
github_urlYesFull GitHub profile URL, e.g. "https://github.com/torvalds".

Schema Changelog

Changes observed during successful MCP inspections.

  1. Changed2 schema fields changed
    • changedInput schema / properties / _apiKey / description
      Previous value: -"Revternal API key (x-api-key). Injected from the platform key when omitted."New value: +"Your Revternal API key (sent as x-api-key), from https://revternal.com/signup. Required — Pipeworx has no platform key for this pack."
    • changedInput schema / required
      Previous value: -[
      -  "github_url"
      -]New value: +[
      +  "github_url",
      +  "_apiKey"
      +]
  2. Changed1 schema field changed
    • addedInput schema / examples
      Added value: +[
      +  {
      +    "github_url": "https://github.com/torvalds"
      +  }
      +]
  3. First observed

TDQS

A4/5.0
Behavior4/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations already cover the safety profile (readOnly, idempotent, non-destructive), but the description adds real context beyond them: real-time compute cached server-side after the first call, a flat 2-credit cost per successful call, and a BYOK requirement. These are exactly the operational facts an agent needs (cost + auth) that structured fields do not carry. It stops short of noting rate limits or failure behavior.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Front-loaded with purpose, then return fields, then cost/auth, then an inline call example — a sensible order. The long enumeration of returned fields is dense but largely justified because no output schema exists; a few items (e.g., listing every composite score name) could be trimmed.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness5/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

With no output schema, the description carries the return-value explanation and does so thoroughly, plus auth (BYOK via _apiKey), cost (2 credits), and caching semantics. For a 2-parameter enrichment tool this covers everything an agent needs to invoke it correctly.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema description coverage is 100%, with _apiKey and github_url both documented in the schema, so the baseline is 3. The description restates the GitHub-URL intent and repeats the _apiKey example, adding little semantic detail (e.g., accepted URL variants) beyond what the schema already provides.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose4/5

Does the description clearly state what the tool does and how it differs from similar tools?

States a specific verb (enrich) and resource (developer) plus the required input form (GitHub profile URL), and lists the exact profile fields returned. However, it never distinguishes itself from close siblings like revternal_developer_intel or revternal_enrich_person, so the agent cannot tell which of the two similar tools to pick from name/description alone.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines4/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

"Use to enrich a lead or candidate you already have a GitHub URL for" gives a clear precondition that implicitly separates it from search-based siblings (revternal_search_developers, revternal_people_search). It does not name any alternative or exclusion explicitly, so a user deciding between this and revternal_developer_intel still has to infer.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

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