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AgentFuel

Latest pump.fun launches

latest_launches
Read-only

Newest pump.fun token launches with creator, dev-buy share and risk score, newest first.

Input Schema

NameRequiredDescriptionDefault
limitNoMaximum number of launches, default 20
maxRiskNoOnly launches with risk score at or below this
sinceMsNoOnly launches after this unix time in milliseconds

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A3.6/5.0
Behavior3/5

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

Annotations already declare readOnlyHint=true and openWorldHint=true, so the safety profile is covered. The description adds useful content beyond that — the returned fields and the newest-first ordering — but says nothing about result volume, whether entries can repeat across calls, or rate limits on a live open-world feed.

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?

A single sentence with the resource, payload, and ordering front-loaded. No filler or redundant restatement of the title.

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 simple read-only list tool with no output schema, the description does the important extra work of naming the returned fields so an agent knows what it gets. It is only slightly short of complete because it omits any note on result volume or how the open-world feed behaves.

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 limit, maxRisk, and sinceMs are already fully documented. The description only reinforces that a risk score exists (giving maxRisk meaning) and that ordering is fixed, which is marginal added value; baseline 3 applies.

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 verb+resource ('newest pump.fun token launches') and names the payload fields (creator, dev-buy share, risk score) plus ordering ('newest first'). It is clearly a discovery/list tool and is distinguishable from the sibling 'rugcheck', which is a per-token risk check, though the description never says so explicitly.

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?

Usage is only implied: 'newest ... newest first' suggests scanning recent launches or monitoring new tokens. There is no explicit statement of when to prefer this over rugcheck or any other path, and no mention of prerequisites or limits on freshness.

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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