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brianellin

Bluesky MCP Server

by brianellin

search-posts

Find posts on Bluesky by entering a search query, specifying result limit (1-100), and choosing sorting order (most relevant or recent).

Instructions

Search for posts on Bluesky

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
limitNoNumber of results to fetch (1-100)
queryYesSearch query
sortNoSort order for search results - 'top' for most relevant or 'latest' for most recenttop
Behavior2/5

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

With no annotations provided, the description carries full burden for behavioral disclosure but offers minimal information. It doesn't mention authentication requirements, rate limits, pagination behavior, or what format the results will be returned in. The agent knows only that it's a search operation without understanding the operational context.

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 a single, efficient sentence that communicates the core purpose without any wasted words. It's appropriately sized for a search tool and front-loads the essential information, making it easy for an agent to parse quickly.

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

Completeness2/5

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

For a search tool with no annotations and no output schema, the description is insufficiently complete. It doesn't explain what constitutes a 'post' in this context, what fields are returned, whether results are paginated, or any authentication requirements. The agent would need to guess about important operational aspects.

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?

With 100% schema description coverage, the input schema already fully documents all three parameters (query, limit, sort). The description adds no additional parameter semantics beyond what's already in the structured schema, meeting the baseline expectation but not exceeding it.

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?

The description clearly states the action ('Search for') and resource ('posts on Bluesky'), making the purpose immediately understandable. However, it doesn't differentiate this tool from sibling tools like 'search-feeds' or 'search-people' that also perform searches on the same platform, which prevents a perfect score.

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

Usage Guidelines2/5

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

The description provides no guidance on when to use this tool versus alternatives. With multiple search-related siblings (search-feeds, search-people) and other post-retrieval tools (get-user-posts, get-feed-posts, get-timeline-posts), the agent receives no help in selecting the appropriate tool for different scenarios.

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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