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akari-x402

by io.github.edvyno
OverviewDiscussionsAdmin

akari_launch_kit

Launch copy kit for token or agent projects — returns ready-to-post marketing copy generated deterministically from YOUR facts (no LLM, no invention): 3 taglines, a ≤280-char X post (with char count), a 3-post X thread, Telegram and Discord announcements, a listing blurb and hashtags, plus compliance notes (no price promises) and next-step upsells. Inputs: ?name=…&ticker=…&chain=Base&narrative=…&audience=builders&url=…&x=handle. Use it when a project needs launch copy in one

Tool call template

This tool declares no required parameters. Add optional parameters from the input schema as needed.

{
  "id": 1,
  "jsonrpc": "2.0",
  "method": "tools/call",
  "params": {
    "arguments": {},
    "name": "akari_launch_kit"
  }
}

Input Schema

NameRequiredDescriptionDefault

No arguments

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A3.5/5.0
Behavior3/5

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

With no annotations, the description carries the full burden, and it does disclose useful behaviour beyond the name: output is generated deterministically, no LLM is involved, no invented facts, and compliance notes exclude price promises. However, it says nothing about failure modes, auth, rate limits, or why the tool declares zero input properties when it advertises query-string inputs.

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

Conciseness3/5

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

The output inventory is front-loaded, which is good, but the single sentence is overloaded and the trailing usage guidance is truncated ('in one '), leaving a visible defect. It could be split into what-it-returns and how-to-invoke clauses without losing content.

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 and no annotations, the description correctly spends its budget enumerating return values, so an agent knows what it will get back. The remaining gap is the contradiction with the empty input schema, which the description never resolves.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters2/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

The schema is strictly empty (additionalProperties: false, 0 properties), yet the description advertises name, ticker, chain, narrative, audience, url and x as inputs. That is actively misleading: an agent following the description will try to pass arguments the schema rejects, and there is no explanation of how the 'YOUR facts' are actually supplied.

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?

States a specific resource (launch copy kit for token/agent projects) and enumerates the exact deliverables: 3 taglines, an X post with char count, a 3-post thread, Telegram/Discord announcements, a listing blurb and hashtags. Nothing in the sibling list (market reports, audits, sentiment feeds) overlaps with this, so an agent can distinguish it immediately.

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?

'Use it when a project needs launch copy in one [call]' implies the trigger, but the sentence is cut off mid-thought and no alternative or exclusion is named. There is no guidance on prerequisites, on what to do when facts are missing, or on how this relates to any sibling tool.

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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