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thenavidm

bluesky-mcp

by thenavidm

Read posts you have liked

get_liked_posts
Read-onlyIdempotent

Fetch posts a connected Bluesky account has liked, newest first. Use it to review your own likes, since Bluesky only exposes likes for accounts you control.

Instructions

Posts a connected account has liked, newest first. Only works for your own accounts, because Bluesky does not expose anyone else's likes as a feed.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
limitNoHow many. Default 50.
cursorNo
accountNoWhich connected account to act as, by handle (for example 'alice.bsky.social' or just 'alice'). Defaults to the first connected account. Call list_accounts to see them.

Schema Changelog

Changes observed during successful MCP inspections.

  1. Changed2 schema fields changedv2.0.1
    • removedInput schema / $schema
      Removed value: -"http://json-schema.org/draft-07/schema#"
    • removedInput schema / additionalProperties
      Removed value: -false
  2. First observedv1.1.1

TDQS

A4/5.0
Behavior4/5

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

Annotations already cover safety (readOnly, idempotent, non-destructive, open-world), so the description's added value is the ordering guarantee and the hard scoping limitation tied to a platform constraint. It adds real context beyond the structured fields, though pagination behavior via cursor is left unaddressed.

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 sentences with zero filler, front-loading what the tool returns before the constraint that limits it. Every clause earns its place.

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?

For a read-only listing tool with no output schema, the description covers scope, ordering, and the main failure condition. The unmentioned cursor/pagination semantics are a minor gap that the caller can infer from the schema.

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 coverage is 67%: limit and account are described in the schema, cursor is not. The description adds no parameter-level detail at all, so it neither compensates for the undocumented cursor nor enriches the documented ones. Baseline 3 is appropriate given the schema does most of the work.

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+resource ('Posts a connected account has liked') plus ordering ('newest first'), so an agent knows exactly what it retrieves. It does not name a sibling, but the scoping rule implicitly separates it from tools like get_post_likes that read likes on a given post.

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 a clear applicability rule: only for your own accounts, with the reason ('Bluesky does not expose anyone else's likes as a feed'). That tells the agent when the call will fail, though it never names an alternative tool for other sources.

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