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sprkly-mcp

Read an inbox conversation

sprkly_get_inbox_thread
Read-only

One conversation, oldest message first: their DMs and comments, your replies, and what automations sent. Each comment people left carries the comment_id that sprkly_reply_to_comment answers under. dm_window says whether a DM answer is still allowed: Instagram only allows one within 24 hours of their last message. Needs inbox access.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
handleNoOnly when the conversation has no person_id: their handle.
person_idNoThe person, from sprkly_list_inbox_threads.
profile_idYesThe connected account, from sprkly_list_inbox_threads.

Schema Changelog

Changes observed during successful MCP inspections.

  1. Added

TDQS

A3.7/5.0
Behavior4/5

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

Annotations already establish readOnlyHint=true and openWorldHint=false, so safety is covered. The description adds genuine domain behavior: messages are returned oldest-first, comment_id is embedded for replies, and dm_window encodes Instagram's 24-hour DM reply rule. That last point is real operational context an agent needs before attempting a reply.

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

Conciseness4/5

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

Front-loaded with the core resource and ordering, then two dense sentences of useful behavioral detail. No filler, though the dm_window rule is slightly tangential to the read operation itself.

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?

With no output schema, the description takes on the burden of describing return content and does so well (DMs, comments, replies, automations, comment_id, dm_window). The one gap is that pagination or thread-size behavior is not mentioned, but the core contract is complete.

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 description coverage is 100%, so the baseline is 3. The description discusses return artifacts (comment_id, dm_window) rather than adding format or syntax detail for profile_id, person_id, or handle, so it does not meaningfully extend the schema.

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 states a specific resource (one inbox conversation) and enumerates the contents returned (their DMs and comments, your replies, automations sent), which distinguishes it from sprkly_list_inbox_threads. The verb is only implied by the name/title ('get'/'Read'), but the scope is unmistakable.

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

Usage Guidelines3/5

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

It states the prerequisite ('Needs inbox access') and points at sprkly_reply_to_comment as the consumer of comment_id, giving implied follow-up context. However, it never says explicitly when to call this vs. list_inbox_threads or when a thread should be retrieved.

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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