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ppiotis

Creator Sponsor MCP

by ppiotis

Save / refresh creator profile

save_creator_profile
DestructiveIdempotent

Analyze an X creator from a handle or manual data, then save or refresh their marketplace profile after approval. Overwrites the previous analysis for that handle; preview is shown before any write.

Instructions

Analyses a creator (X API or manual) and saves or refreshes their profile in the marketplace. Overwrites the previous analysis for that handle. With X data, metrics are re-fetched on confirm. TWO-STEP: the first call (no confirm_token) only returns a preview and a confirm_token; nothing is written. Show the preview to the user, and only after they approve call again with the same arguments plus confirm_token.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
manualNoManual mode: profile and recent posts supplied by the user (e.g. copied from their X analytics). No network.
usernameNoX handle, with or without @
max_postsNo
confirm_tokenNoOmit on the first call to get a preview. Pass the token from the preview (with identical arguments) to apply the change.
payout_handleNoWhere the creator wants to be paid, e.g. their X Money handle. Informational only.

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observedv1.0.0

TDQS

A4.7/5.0
Behavior5/5

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

Adds substantial value beyond the annotations: it discloses that the write overwrites prior analysis, that metrics are re-fetched on confirm, and critically that the first call writes nothing and only returns a preview + token. This makes the destructiveHint/idempotentHint profile actionable rather than abstract.

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

Conciseness5/5

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

Front-loads what it does, then the overwrite consequence, then the two-step mechanics. Four dense sentences with no filler; the preview/confirm warning is placed where the agent needs it.

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?

Even without an output schema, the description describes what the first call returns (a preview and confirm_token), which is the key behavioral contract for a two-step mutation. Nothing essential to correct invocation is missing.

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

Parameters4/5

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

With 80% schema coverage the schema already documents most params, but the description adds real meaning for confirm_token (omit to preview, pass identical args to apply) and the manual-vs-X selection. max_posts and payout_handle remain unexplained in text, keeping it from a 5.

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

Purpose5/5

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

States specific verbs (analyses, saves/refreshes) and the exact resource (creator profile in the marketplace), and distinguishes the X API path from the `manual` path. An agent can differentiate it from siblings like analyze_creator or get_creator purely from the text.

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?

Gives clear when-to-use context via the explicit TWO-STEP flow and the 'show preview, then confirm' instruction, plus the X-vs-manual branch. It stops short of naming alternatives (e.g., analyze_creator for analysis-only), so it is clear context without explicit exclusions.

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