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cameronrye

AT Protocol MCP Server

get_starter_pack

Read-only

Fetch a Bluesky starter pack by AT-URI or bsky.app link to get its name, description, creator, member profiles, feeds, and joined counts.

Instructions

Fetch a Bluesky starter pack (app.bsky.graph.getStarterPack) by AT-URI or bsky.app link, returning its name, description, creator, reference-list info, a sample of member profiles, included feeds, and joined counts. Works without authentication. Use search_starter_packs to discover packs by keyword, and get_list to page through the full member list. Subject to per-tool rate limiting.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
starterPackYesStarter pack reference: an AT-URI (at://did/app.bsky.graph.starterpack/rkey) or a bsky.app link (https://bsky.app/starter-pack/{handle-or-did}/{rkey}). go.bsky.app short links are not supported — open one in a browser and use the resulting bsky.app URL.

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
successYesWhether the request succeeded.
starterPackYesFull view of the starter pack.
Behavior5/5

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

Beyond the readOnlyHint and openWorldHint annotations, the description adds useful behavioral details: it works without authentication, is subject to rate limiting, and returns specific fields. No contradiction with annotations.

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?

The description is just two sentences, front-loaded with the primary action and return values, followed by alternatives and constraints. Every sentence adds value.

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?

Given the output schema exists, the description covers purpose, usage context, behavioral traits (auth, rate limits), sibling alternatives, and limitations (short links unsupported). Adequately complete for a simple fetch tool.

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?

The schema already covers 100% of parameter descriptions with details about AT-URI and bsky.app link formats. The tool description does not add new information beyond confirming the supported formats.

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?

The description clearly states the action 'Fetch' and the resource 'Bluesky starter pack', listing specific return fields. It also distinguishes from siblings by mentioning search_starter_packs and get_list.

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

Usage Guidelines5/5

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

The description provides explicit guidance: when to use (fetch by URI/link), when not to (discovery via search_starter_packs, full list via get_list), and that it works without authentication.

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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