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Search Bluesky Posts

social.bluesky.search
Read-onlyIdempotent

Search posts across the Bluesky decentralized social network by keyword. Returns post text, author handle, display name, like/repost/reply counts, timestamps. Sort by relevance or latest. Filter by language (AT Protocol / Bluesky)

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
qYesSearch query for Bluesky posts (e.g. "MCP server", "AI agents", "Claude")
langNoFilter by language code (e.g. "en", "ja", "pt")
sortNoSort order: "top" (relevance) or "latest" (chronological)
limitNoMax results (default 25, max 100)

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
errorNoPresent only when the call failed. Includes error code, message, request_id, and any provider-specific extras.
resultNoTool response payload. Shape varies per tool — consult the tool description and inputSchema. May be an object, array, string, or number depending on the upstream provider response.

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A4.2/5.0
Behavior4/5

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

Annotations indicate read-only and idempotent. Description adds return field details, sort options, and language filter, complementing annotations. No contradictions.

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?

Two concise sentences front-loaded with purpose. No redundant information. Every sentence adds value.

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

Completeness4/5

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

Covers search core functionality, return fields, sort, and language filter. Could mention pagination or rate limits but not essential. Output schema exists, so return details not needed.

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 already describes all parameters fully (100% coverage). Description adds minimal context beyond schema (e.g., 'by keyword' for q). Baseline 3 is appropriate.

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?

Description clearly states it searches posts on Bluesky by keyword, distinguishes from siblings like feed or profile. Specific verb 'search', resource 'posts', and scope 'Bluesky'.

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?

Implies use for keyword-based search but does not explicitly state when to use versus alternatives like feed or profile. No mention of when not to use.

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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