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similar_launches

Read-onlyIdempotent

The pump.fun launches most like this coin at the same age, named by mint, and how each went over its next 24 h (peak, close, dead or graduated): the same deployer's prior launches first, then the nearest of the last 90 days by the deployer's record, the first-10 s buyers, the insiders' share and curve progress, each saying why it is similar. For: coins like this one, what happened to launches like this, comparables. Not a prediction: what launches that looked like this did next. $0.005 a call, USDC on Solana over x402, or a free key.

Input Schema

NameRequiredDescriptionDefault
mintYesthe coin's mint address (base58)
limitNocomparables to return, default 10
paymentNothe x402 PAYMENT-SIGNATURE value for this exact call (USDC on Solana). Leave it out to get the offer: the price, the payee and the network come back as the error content and as _meta['payment-required'].

Schema Changelog

Changes observed during successful MCP inspections.

  1. Added

TDQS

A4.4/5.0
Behavior5/5

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

Annotations already cover the safety profile (readOnly, idempotent, non-destructive, closed-world), and the description adds real value beyond them: pricing ($0.005/call, USDC on Solana via x402), the payment negotiation flow, and the ranking logic (same deployer's prior launches first, then nearest of the last 90 days by deployer record, first-10s buyers, insider share, curve progress). That is substantial behavioral context an agent could not get from structured fields.

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 scope statement is reasonably front-loaded, but the second sentence is an extremely long chain of nested clauses that is hard to parse on one read. The content is valuable but is not structured for scanning — bullet or semicolon separation would help.

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 carries the burden of describing returns and it largely does — outcome fields, the 'why it is similar' rationale, and the payment-required error path for omitted payment. Only the pagination/ordering of the returned list is left implicit.

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

Parameters4/5

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

Schema description coverage is 100%, so all three parameters are already documented and the baseline is 3. The description earns one above baseline by defining what 'similar' actually means (deployer record, early buyers, insider share, curve progress), which gives the agent a mental model for the mint argument beyond the schema's 'base58 address'.

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?

The description names a specific verb and resource — 'the pump.fun launches most like this coin at the same age' — and immediately lists what is returned for each (peak, close, dead or graduated). This is clearly distinct from siblings like launch_record, base_rate, or replay, which do not do comparable-set retrieval.

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?

'For: coins like this one, what happened to launches like this, comparables' gives explicit use cases, and 'Not a prediction: what launches that looked like this did next' draws a scope boundary. It never names a sibling alternative (e.g., launch_record for a single launch), so it stops short of full routing guidance.

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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