pump.fun Creator Check: An AI Agent Guide to Dev History
Learn how an AI agent can read a pump.fun creator record, compare past launches and graduations, and use dev wallet history as a filter—not a verdict.
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Disclosure: QuantBase is made by the team behind memecoin.buzz.
Risk: Most meme coins go to zero. Not financial advice.
A pump.fun creator check starts with a simple question: what else has the wallet behind this coin launched? An AI agent can help organize that evidence, but a creator’s past is not a prediction about the current coin.
A polished ticker tells you little about its creator. A creator record offers something more concrete: previous launches, how many graduated, and context for what those graduations mean.
This guide explains how to read that record, turn it into a screening rule, and keep missing information from becoming a confident answer. Think filing clerk, not fortune teller.
What a pump.fun creator check actually checks
A creator record is a launch history attached to the creator identified for a coin. Its basic ingredients are the number of coins that creator previously launched and the number that graduated. QuantBase shows those fields for every new pump.fun coin, using data from its own recorder on the Solana chain.
The dev wallet is shorthand traders use for the creator’s wallet. Be precise about the label: a wallet address is not a verified biography. A record associated with an address should not become a claim about someone’s identity, intentions, or every project they have ever touched.
Graduation means a coin sold out its launch bonding curve and moved to an open market. The bonding curve is the coin’s initial pricing mechanism. Graduation describes a launch milestone; it does not certify the creator’s character or establish whether anyone made money.
An AI agent—a system that follows instructions and uses connected tools—needs a data source to perform this check. Asking a chatbot whether a developer looks trustworthy is not the same as retrieving a creator record.
For the broader workflow, see our pillar guide to screening new pump.fun launches with AI-agent rules. Creator history belongs inside that process, not above every other check.
Read the record in a consistent order
Start with the exact coin address, not just its name or ticker. The goal is to examine the record attached to the coin you mean, rather than let an agent summarize a similarly named project.
Next, separate retrieved facts from interpretation. A useful report should identify which creator address it checked, what launch counts it found, and where the information came from. If a field is unavailable, the answer should say so.
- Identify the coin: Use its exact address and confirm that the returned record refers to that coin.
- Read the creator field: Keep the creator address separate from the coin address.
- Record previous launches: Preserve the source’s wording about whether the current launch is included.
- Record graduations: Read this alongside the launch count, not as a standalone badge.
- Inspect graduation labels: Distinguish instant graduations from organic ones where the source provides them.
- Write the limitation: State what the record cannot establish and mark missing fields as unknown.
Consider a hypothetical record showing 8 previous launches and 2 graduations. That is a compact activity history. It does not tell you why the other launches did not graduate, whether buyers had usable exits, or what the creator intends now.
Compare that with a hypothetical record showing 1 previous launch and 1 graduation. The smaller history should remain visible. Collapsing both examples into a cheerful creator badge would hide the evidence the check is supposed to expose.
Also distinguish an explicit 0 from an empty field. A source reporting no previous launches and a tool failing to return launch history are different situations. Your screening instructions should handle them differently.
Separate graduation from endorsement
The graduation count needs context because the same milestone can be reached through different launch patterns.
QuantBase labels a graduate instant when it was bought out within 2 seconds of launch, with 1 buyer taking the whole curve. It labels a graduate organic when the curve filled through many buys. These are launch classifications, not judgments about honesty or future prices. The definitions appear on QuantBase’s product page.
If you care about participation during the launch, a graduation total leaves an important question unanswered: how did those curves fill? Ask for the breakdown when it is available. Do not assume a creator’s entire graduation history was organic because the current coin has an organic label.
Equally, an organic label is not an endorsement. It describes how the curve filled; it does not establish who ultimately controls every buying wallet or what the creator will do afterward. Our instant-graduation filter guide explains how to keep that distinction in a screening rule.
Keep fraud language separate, too. A rug pull is a form of exit scam involving deception and someone leaving with participants’ funds, as described in the exit-scam overview. An ungraduated launch alone does not establish that conduct. Our guide to how rug pulls work explains the broader warning signs.
Turn creator history into a filter, not a verdict
A filter answers a narrow operational question: does this record meet the conditions you chose for further review? A verdict claims something much broader, such as whether a creator is trustworthy.
Keep the agent on the filter side of that line. A useful instruction template is:
Retrieve the creator record for this coin. Report previous launches and graduations separately. Include instant and organic classifications where available. Mark missing fields as unknown. Explain whether the record meets my written screening conditions without inferring honesty or predicting price.
This is a proposed workflow, not a claim that every agent or trading app supports every field. Check the connected tool’s actual capabilities before relying on it. If it cannot retrieve a field, better wording in a prompt will not create the missing data.
The phrase serial launcher describes a creator who repeatedly launches coins. To make it useful in a rule, define the activity you mean. Do not let the agent silently translate it into scammer, experienced operator, or desirable creator.
For a paper exercise, you could compare records with no previous launches against records with repeat activity. Another exercise could examine how excluding instant graduates changes which launches pass the screen. These are questions to investigate, not recommended thresholds or reported results.
Preserve the explanation. A skipped coin should have a reason tied to a field, such as missing creator history or an excluded graduation type. A smooth paragraph saying the developer seems questionable is not a rule you can check against the source.
Where QuantBase fits into the check
QuantBase is a meme-coin trading app for Solana pump.fun coins. It shows who created each new coin and the creator’s record: how many coins they launched before and how many graduated. It also labels graduates as instant or organic, allowing rules to skip instant graduates.
You describe what to buy, what to skip, and when to sell in plain words. QuantBase turns that description into a rule you can read and edit. Take-profit, stop-loss, and time-limit exits are part of the rule: conditions intended to exit at a chosen gain, a chosen loss, or a holding-time cutoff.
Its workflow tests rules on launches from its own recorder, with the sample size displayed beside every result, then runs rules using paper money on live launches. Today it runs rules on paper; live trading is coming soon. QuantBase does not predict prices or claim it will make anyone money.
To explore a creator-history screening idea without moving real funds, test it on paper with QuantBase.
The QuantBase traders’ Telegram also has a free bot for checking coins for dev dumps, plus daily pump.fun statistics. A dev dump means a creator selling their holdings; checking for that activity is separate from reading launch and graduation counts.
Keep the check separate from wallet access
Reading a public creator record does not require handing an agent control of your money. Begin with a read-only research workflow and paper money before considering any wallet-connected automation.
If an agent or bot could touch a wallet, set hard limits before enabling it: maximum spending, maximum position size, and a clear way to stop activity. Missing creator data should not quietly disable those limits or authorize a purchase.
Never share a seed phrase or private key with any AI, chatbot, bot, agent, plugin, website, or person. Those secrets control the wallet; they are not research inputs.
Review the actual rule rather than accepting the agent’s summary. The useful outcome of a creator check is a traceable decision with visible gaps—not a permission slip to stop checking.
FAQ
What does a pump.fun creator record show?
At its simplest, it shows how many coins the identified creator previously launched and how many graduated. QuantBase provides those fields per new pump.fun coin. Read them as activity history, not as proof of trustworthiness.
Does a creator with no previous launches pass the check?
That depends on your written screening conditions. No previous launches means there is less launch history to examine, not that the creator is safe or dishonest. An unavailable record should remain distinct from an explicit 0.
Is a serial launcher automatically suspicious?
Repeated launches describe activity, not intent. An agent should report the evidence and apply your stated conditions rather than invent a character judgment. Keep the underlying launch and graduation counts visible.
Can an AI agent tell whether a creator will rug a coin?
A creator record cannot establish future conduct. An agent can organize retrieved evidence and apply a defined filter, but it should not turn historical launch counts into certainty about fraud or prices.
Can I use QuantBase for this without connecting a wallet?
Yes. QuantBase currently runs rules on paper money, and sign-up does not require a wallet connection. Its creator records and graduation labels support screening, while live trading remains coming soon.
Sources
Written with AI assistance and checked by automatic gates: every number must trace to a source above, and quotes are short. Spot an error? Tell us in Telegram.
