# 250 points for one star: vapi-network's 2,000 stars are one row in an airdrop task table · GitHub open-source project

> Source: https://stringers.io/en/github/gh_vAPI-Network__vapi-network.html (Stringers / 什么值得做, generated 2026-11-08)
> Stringers answers one question every day: what small product can one or two people build in a few months and actually make money from. Numbers come from 15 databases we collect daily, each with source and date.
> For agents: these verdicts and the underlying databases (verified revenue, App Store / Google Play charts, ad libraries, GitHub, Product Hunt…) are queryable live over MCP — tools today / hot / products / directions / direction / data. Setup: https://github.com/komako-workshop/stringers (the user logs in at stringers.io → "配置 agent" to get a personal URL). Site index: https://stringers.io/llms.txt

> Not found by developers on their own: the project team set aside 1% of tokens for a points airdrop, the task table said starring was worth 250 points, and about one in ten of the nearly 20k participants did it. Forks and npm downloads also spiked during the campaign days.

[GitHub open-source project](https://stringers.io/en/github/index.md) · written 11-6

vAPI-Network/vapi-network · vAPI-Network

# 250 points for one star: vapi-network's 2,000 stars are one row in an airdrop task table

**What it is** A wallet client for AI agents (CLI, MCP, SDK). Using a local wallet, it finds x402 paid APIs that charge per call in USDC, sets a spending cap, pays, and can also plug into the project's own model router.

**Why it took off** Developers didn't find it on their own. The project gave away 1% of its token supply as points-based airdrop rewards, and the task table listed a star as worth 250 points. Out of nearly 20k participants, about one in ten did that task, and forks and npm downloads also spiked during the campaign days.

**D** **How you could approach it** Don't copy it, and don't try to compete with the x402 wallet clients. What you can take: write the README so an agent can install it on its own, offer one-click setup for Claude/Cursor, and when you see a new repo with a token, check first whether it has an /earn page.

Grade D: the stars were bought with an airdrop of tokens, so anyone following along without a token to hand out can't copy it. Stars that grow organically in this category (agent wallet clients) are usually single digits, so copying the tactic or doing something similar isn't worth it. What people in the crypto circles are saying

Data (updated daily) · repo created 2026-10-02 · 2,718 stars

GitHub · stars

Data 2026-11-06 → 2026-11-08 (3 days, 3 observations). Points before 10-28 come from deeply / archive backfill, not every day has one

vAPI Network is a crypto project on Base. Its open-source client, vapi-network, went from 10 stars to nearly 2,000 in one month. The reason isn't in the code. It's on the airdrop campaign page: "Star our GitHub repo," worth 250 points. If you're trying to build stars for your own open-source project, this is worth reading because it shows you how to recognize this kind of star. Not something to copy.

### Two issues in the early hours of Nov 6

On Nov 6 2026 UTC 03:01, an Indonesian-language issue appeared in the vapi-network repo titled "Laporan untuk support vAPI — login CLI gagal (device authorization ditolak)," meaning "Report to vAPI support: CLI login failed, device authorization rejected." An hour and a half later, 04:40, someone opened an issue in VapiAI/client-sdk-react-native, the repo of the voice AI company Vapi.ai, titled "npx vapi-network setupn" with an empty body. They had the wrong repo, because the two names are so similar.

Real developers don't file support tickets on GitHub, and they don't run an install command in an unrelated company's repo. The people doing that are ticking off items on a task list.

The checklist is at api.vapinetwork.ai/earn. It went live Nov 4, titled "1M vAPI airdrop pool", with 21 tasks in total. The page shows 19,723 people have joined (11-06 as of checking). There are 8 social tasks: follow on X, repost, like, follow both founders, join Telegram, Discord, LinkedIn, each worth 75 points. Task 9 is "Star vAPI Network on GitHub: use your connected GitHub account to star the public repo vapi-network", worth 250 points, the highest-scoring social task. Below that are the platform tasks: create a Router key for 150 points, "connect an agent (vapi-network CLI, Claude, Cursor...)" for 250 points, a first paid call for 300 points, and a top-up for 400 points. Each one means you actually have to install this CLI.

### What it is

The repo's own one-line description is "Buyer-controlled client for x402 API payments in USDC on Base." Plainly put, it's a wallet client for AI agents: x402 is a payment protocol that lets APIs charge per call in USDC, and vapi-network uses a local wallet to help an agent find those paid APIs, set a spending cap, pay, and keep receipts. It's written in TypeScript, ships as a CLI, an MCP server, and an SDK, and can be wired into Claude or Cursor with one command. It can also plug into the project's own model router, vAPI Router, where staking the token $vAPI earns daily model quota. The design is copied from Venice. The 0.12 release also added `vapi claude` and `vapi codex` to run Claude Code on staked quota.

The product is real, not an empty shell. But as you'll see below, the stars have little to do with those features.

### When the stars came

| Timeline | star | fork | Source |
|---|---|---|---|
| Early (PR page cached by a search engine, date unclear) | 0 → 10 | 0 | Repo PR page |
| 11-04 | Airdrop campaign goes live |  | Campaign page |
| 11-06 daytime | 1,209 | 47 | GitHub daily snapshot |
| 11-06 around 15:00 UTC | 1,997 | 71 | GitHub live check |

Several things match:

- **The forks all cluster around the event window.** Of the 71 forks, 11-03 were created in 1, 11-04 in 9, 11-05 in 38, and 11-06 in 23, with none before that. 57 of the forking accounts have under 2 followers, and most usernames look Indonesian, like Gilang1ramadhan or teguhgstwn. GitHub doesn't break out the stars, so the forking accounts are only a reference sample, and the people who starred it are likely the same group.

- **The arithmetic checks out too.** With nearly 20k participants, if one in ten did the star task, that's 2,000 stars.

- **npm downloads jumped.** The npm package vapi-network was first published on Sep 10. Normally it sees a few dozen to a hundred-plus downloads a day. On 11-05 it hit 604, the highest on record (npm download stats). That lines up with the "connect an agent" and "first paid call" tasks.

- **The ratios don't match the other numbers.** The repo has only 50 commits, 25 PRs, and 20 watchers, yet it has 2,000 stars.

Two other promotion channels ran alongside: 11-04 had X accounts like @Crypto_Zh0u and @Va77ss posting at the same time, with tweets marked "Paid partnership" and links carrying a referral code (?ref=vass). KuCoin's news page and airdrop accounts also reposted it. On the developer side, I found no coverage on HN, Reddit, or tech media.

### The accounts behind the stars

The project set aside 1M $vAPI, 1% of total supply, worth roughly $58k at the price at the time (CoinGecko, market cap about $2.5M). 25% unlocks first, and the rest releases linearly over six months. What it bought: follows and reposts on X, a GitHub front with 2,000 stars, and a wave of npm installs and MCP connections. Holding and staking $vAPI gives a 1.5x to 1.75x points multiplier, so people who want more points also go out and buy the token.

The rules say "multiple accounts, scripts, and purchased accounts may be excluded," but how the rewards will be split and what the conversion ratio will be hasn't been announced. Whether these people stick around after collecting the airdrop, nobody knows yet.

This playbook is common in crypto. vAPI didn't invent it. It only works if you have a token you can hand out and people want.

### How many stars organic growth gets in the same category

| Project | Launched | star | Notes |
|---|---|---|---|
| x402-foundation/x402 (formerly coinbase/x402) | 2025-02 | 6,786 | The protocol itself and the official SDK |
| BlockRunAI/ClawRouter | 2026-02 | 6,652 | "One wallet for every frontier model," almost the same idea as vAPI Router |
| solana-foundation/pay | Old Library | 1,801 | Agent payments CLI on Solana |
| coinbase/agentkit | 2024-10 | 1,354 | Coinbase's official agent wallet |
| BlockRunAI/Franklin, blockrun-mcp | 2026 | 562 / 389 | Agents that spend USDC on their own, pay-per-call data MCPs |
| Merit-Systems/x402scan | 2025-09 | 403 | x402 ecosystem browser and directory |
| daydreamsai/lucid-agents | 2025-11 | 201 | Agent framework with buyer budgets |
| Fireblocks x402 Agent, tx402, x402-wallet-mcp, civic x402-mcp | 2025–2026 | All under 10 | Spending caps and MCP wallets, same as vAPI |

(GitHub,11-06)

Only two kinds have thousands of stars: the protocol itself (it comes from Coinbase), and ClawRouter, which leads with the model and puts the wallet in the background. The closest match to vAPI on features, "agent wallet + spending cap + MCP," mostly sits at single-digit stars. vAPI currently ranks 7 under the x402 topic on GitHub search, and it's not because the product is better.

### What can be taken from it

Two things work without the token:

- **The README is written for agents.** Its README includes a passage that tells an agent to read SKILL.md and install it on its own. It also provides one-click connector buttons for both Claude and Cursor. "Install an agent payments client" becomes a zero-friction action. Open-source MCP or agent-tool projects can copy this move directly.

- **Price each action by its value.** In the points table, following on X is worth 75 points, starring is worth 250 points, and actually using the product is worth 300 to 500 points. Even if you have no token to give away, decide which action you most want people to take, and put it in the most visible place with the least friction.

One more rule for people reading the rankings: if a new repo has x402, base, or usdc in its topics, or its homepage is selling a token, discount its star count before judging it. Three checks are enough: does the site have an /earn or quests-style page; are the forks clustered in a few days; are the fork accounts new with zero followers.

### If it were you

**One-line verdict:** These 2,000 stars were bought, and the currency was a token. You don't have that token, so you can't follow the play. The "agent wallet client" category grows stars organically only with difficulty, and it isn't worth fighting for.

**Who it suits:** Teams that already issue a token and want their GitHub and npm numbers to look good can use this task table as a reference for how to tier rewards.

**Who it doesn't suit:** Solo developers who want to build reputation or a portfolio through an open-source project. Stars bought this way get spotted by insiders the moment they check fork dates, and that hurts your reputation.

**If you really want to build in this space, here's how:** Don't build "yet another x402 wallet MCP." This space already has Coinbase, Fireblocks, and plenty of small libraries at single-digit stars. The ones actually growing look like ClawRouter: give developers something they use every day (one wallet to call every model), with payments hidden in the background. If you go this route, pick a scenario developers need daily, write the README so an agent can install it on its own, then post on HN and Reddit.

**How to get users:** Go through developer channels (Show HN, r/LocalLLaMA, Claude/Cursor communities), not the airdrop crowd. People who come from airdrops finish the tasks and leave, and they open issues in the wrong repos.

**When to wait:** No rush. x402 is still early, and how much attention the protocol itself gets depends on how Coinbase pushes it.

**Signs you misread this:** One or two months after the airdrop, vapi-network's stars keep climbing, real discussion from non-task users shows up in issues and PRs, and npm downloads hold steady at several hundred a day. That would mean the product itself retained people, and it would be worth taking a second look.

[GitHub repo ↗](https://github.com/vAPI-Network/vapi-network)

**Research notes: competitor table, acquisition evidence, full research report**

Competitors

| Name | Where | Launched | Scale | How it differs from this one |
|---|---|---|---|---|
| x402-foundation/x402 (formerly coinbase/x402) | Open source | 2025-02 | 6,786 stars | The protocol and official SDK; vAPI adds a wallet, spending limits, directory search, and receipts on top |
| BlockRunAI/ClawRouter | Open source | 2026-02 | 6,652 stars | Also one wallet, x402 payments for all models; vAPI adds an API directory and staking-for-compute, but no local router |
| solana-foundation/pay | Open source | 2021 (older library) | 1,801 stars | Agent payments CLI on Solana; vAPI is mainly Base |
| Merit-Systems/x402scan | Open source | 2025-09 | 403 stars | x402 ecosystem browser and directory, with no payment client |
| daydreamsai/lucid-agents | Open source | 2025-11 | 201 stars | An agent framework with budget-holding buyers |
| Coinbase payments-mcp / AgentKit | Big-company features | 2024-10 / 2025-08 | 58 / 1,354 stars | Official wallet and payment MCP, no token, no model routing |
| Fireblocks x402 Agent, tx402, x402-wallet-mcp, civic x402-mcp | Open source | 2025–2026 | all under 10 stars | Also does spend caps and an MCP wallet, but no airdrop tasks, and almost zero stars |
| Venice (stake VVV for inference credits) | Other | 2025 | Not verified | vAPI's stake-for-daily-Compute is modeled on it, and Router also runs on Venice underneath |

Where users come from

- **Verified** **Airdrop points task (250 pts for starring the GitHub repo)** : api.vapinetwork.ai/earn: 21 tasks, 19,723 participants, 1M $vAPI prize pool, including "Star our public vapi-network repo"; all forks appeared after 11-03, 80% of fork accounts have ≤2 followers

- **Verified** **Paid X KoLs promoting with invite codes** : 11-04 @Crypto_Zh0u and @Va77ss posted, tagged Paid partnership, with ?ref= invite links

- **Verified** **Ecosystem partner retweet** : 10-15 The Graph's official account posted about vAPI Call

- **Verified** **Incubator's token-holder community** : 10-02 Vertical AI ($VERTAI) announced vAPI as the first project it incubated

- Inferred **Developer communities (HN, Reddit, media)** : none found

## vAPI-Network/vapi-network: 2,000 stars came from the airdrop task

**In one line** : vAPI Network is a crypto project on Base (token $vAPI, market cap about $2.5M). Its open-source client `vapi-network` is a TypeScript CLI, MCP server and SDK that uses a local wallet to discover and pay x402 APIs (in USDC), and can also connect to its own model router, vAPI Router. **Conclusion** : its stars came from the "$vAPI airdrop points" campaign launched on 2026-11-04 with a 1M prize pool. One campaign task was "Star vAPI Network on GitHub," worth 250 points, and 19,723 people joined (shown live on the campaign page). Developers did not find it on their own.

### 1. Data

| Timeline | star | fork | Source |
|---|---|---|---|
| Early (cached PR pages from Brave, exact date uncertain) | 0 → 10 | 0 | Brave search results show PR #8 / #21 with "Star 0", and PR #27/#30/#36/#38/#39 with "Star 10, Fork 0" |
| 2026-11-06-day snapshot | 1,209 | 47 | Our GitHub repo repo_day (this is the only observation) |
| 2026-11-06 around 15:00 UTC | 1,997 | 71 | Live GitHub GraphQL query |

- 71 forks **were all created between 11-03 and 11-06** : 11-03 1, 11-04 9, 11-05 38, 11-06 23. 57 of the fork accounts have ≤2 followers, and usernames look Indonesian, such as Gilang1ramadhan and teguhgstwn (GitHub GraphQL). The stargazer list endpoint currently returns empty, so we cannot see who starred each repo. Fork accounts can serve as a reference sample.

- npm package `vapi-network` first published 9-10, 18 versions total. Daily downloads are usually dozens to over a hundred, with peaks mostly matching release days. 11-05 jumped to 604 downloads, the highest day on record (npm downloads API). Campaign tasks like "Connect an agent" and "Make your first paid Call" require users to actually install the CLI.

- Some people got confused by these tasks: 11-06 someone opened an issue in the repo of **voice AI company Vapi.ai** , VapiAI/client-sdk-react-native, titled "npx vapi-network setupn", with an empty body. vAPI's own issue #30 is a Indonesian-language report of "CLI login failed." Both look like they were left by people doing tasks.

- The repo has only 50 commits, 25 PRs and 20 watchers, out of proportion to its 2,000 stars.

### II. Competitors (all building "let agents pay x402 with a wallet")

| Name | Where | Launched | Scale | How it differs |
|---|---|---|---|---|
| x402-foundation/x402 (formerly coinbase/x402) | Open source | 2025-02 | 6,786 stars / 2,264 forks | The protocol itself and the official SDK, which include an MCP client example; vAPI wraps it into a buyer-side product with "wallet + spend caps + directory search + receipts" |
| BlockRunAI/ClawRouter | Open source | 2026-02 | 6,652 stars / 654 forks | "One wallet for all frontier models," x402 payments in USDC on Base/Solana, nearly the same idea as vAPI Router; ClawRouter focuses on local routing, while vAPI adds an API directory and stake-for-compute |
| BlockRunAI/Franklin, blockrun-mcp | Open source | 2026-01/03 | 562 / 389 stars | Agents with wallets spending their own USDC, plus per-call paid data MCPs |
| solana-foundation/pay | Open source | 2021 (older library) | 1,801 stars | An agent payment CLI on Solana (x402/MPP/AP2); vAPI is Base-first and only searches on Solana, it cannot pay there |
| Merit-Systems/x402scan | Open source | 2025-09 | 403 stars | The x402 ecosystem browser and directory; vAPI Call's "search every directory" overlaps with it |
| daydreamsai/lucid-agents | Open source | 2025-11 | 201 stars | Agent frameworks with "budget-holding buyers" |
| coinbase/payments-mcp, agentkit | Big-company features | 2024-10 / 2025-08 | 58 / 1,354 stars | Coinbase's official agent wallet and payment MCP |
| Fireblocks x402 Agent, tx402, x402-wallet-mcp, civic x402-mcp | Big-company features / open source | 2025–2026 | all under 10 stars | Also does spend caps and an MCP wallet, with almost no stars |
| Venice (stake VVV for daily inference credits) | Other | 2025 | Not verified | vAPI's "stake tokens for daily Compute" is modeled directly on it, and Router also runs on Venice underneath |

**Finding** : in the x402 buyer-client category, many people build, including Coinbase and Fireblocks, plus many small personal libraries, and the organically grown stars are few. vAPI ranks 7 under the x402 topic (GitHub search "x402 sort:stars"), and the reason is airdrop tasks, not a better product.

### 3. Growth tactics

1. **Airdrop points tasks (main cause, confirmed)** : the campaign page api.vapinetwork.ai/earn lists 21 tasks and 19,723 participants, with a 1M $vAPI prize pool (about $58k at the price then, 25% unlocked up front, the rest released linearly over 6 months). Social tasks include following on X, retweeting, liking, following the two founders, and joining Telegram, Discord and LinkedIn, 75 points each. "**Star vAPI Network on GitHub** : star the public vapi-network repo with your connected GitHub account" is worth **250 points** , the highest-scoring social task. Platform tasks include creating a Router key, connecting an agent, making a first paid Call, topping up, and listing an API, 150–500 points each. Holding or staking $vAPI earns 1.5x or 1.75x points multipliers, and the campaign also has referral links.

2. **Paid promotion on X** : 11-04 accounts such as @Crypto_Zh0u and @Va77ss posted at the same time, with tweets tagged "Paid partnership" and invite-code links (?ref=vass). Airdrop accounts also retweeted on the KuCoin news page and Hey (Lens).

3. **Ecosystem partner endorsements** : 10-15 The Graph's official account retweeted "vAPI Call can query Subgraphs pay-per-call." Partners also include Exa and CoinGecko, both x402 APIs. Audits by Hacken and SolidProof.

4. **Incubator community** : Vertical AI ($VERTAI) posted 10-02, saying vAPI is the first protocol it incubated, and funneled its $VERTAI holder community over.

5. No HN, Reddit, tech media or prominent developer posts about it found. Nothing in the local x-radar corpus either.

### 4. Why it made the list

- Star growth has one direct cause: **the task table openly pays 250 points per star** . Of nearly 20k airdrop participants, about one in ten starring the repo is enough for 2,000. The inflection point matches too: the campaign launched 11-04, the early page showed 10 stars, and by 11-06 it had 1,209–1,997. All forks appeared after the campaign, and most fork accounts are new with zero followers.

- Where the money comes back: the project gives away 1% of total token supply (1M / 100M) in exchange for social data and a GitHub front. New users buy and stake $vAPI for multipliers, and Router top-ups in USDC return to token and protocol revenue. The official rules say "multiple accounts, scripts, and purchased accounts may be excluded," but the rules and conversion ratio have not been published.

- The product has real substance: a non-custodial device vault, spend caps, receipts, search across x402 directories, one-click MCP connection to Claude and Cursor, and in version 0.12 `vapi claude` / `vapi codex` to run Claude Code on staked compute. But no comparable product gets this many stars, which shows stars are unrelated to product quality.

### 5. Differentiation

- On the product side, it puts Call (x402 API directory + payments), Router (models), Stake (stake-for-compute), Agents, Swarms (multi-agent vaults), and Tasks (a managed task marketplace, not yet live) into one client, with one wallet for all of them. Call takes no fee, and payment goes directly to the API provider. The token's use is staking for daily model quota, following Venice's approach.

- But these are **not** why it got its stars. The reason is that it put "star the GitHub repo" into a paid airdrop task. ClawRouter, with a similar feature set, already has over 6 thousand stars, while most other x402 wallet clients are in single digits.

### 6. Visibility

It's circulating in a small circle, and only in the crypto airdrop community. Airdrop accounts, paid KOL promotions, and KuCoin news aggregation pages are all sharing it. CoinGecko ranks it around #2,200, with a market cap of about $2.5M and 24-hour volume of $1–30k. Developer communities and tech media aren't discussing it. It has no revenue to show off.

### VII. What to take away

- Crypto projects use "points for tokens" to buy GitHub stars, npm installs and MCP connections, at a cost of 1% of total token supply. Points are tiered by the value of each action: a star is worth 250 points, a real product use 300–500 points, more than the 75 points for just following on X.

- The README includes a line telling an agent to read SKILL.md and install itself, along with one-click connector buttons for Claude and Cursor, which turns "install an agent payment client" into a zero-friction task.

- For our data: **`Repos whose topics include x402, base or usdc, or whose homepage sells a token, should have their stars discounted for airdrop tasks`** . To check, look for a /earn or quests page on the official site, see whether fork timestamps cluster, and whether fork accounts have zero followers.

### 8. Not sure

- When each star was given and the account quality: the stargazer endpoint returned empty, so we have no detail. The above is a proxy inference from fork accounts.

- How many people actually use the CLI and Router: out of 604 npm downloads a day, how many are real users, nobody knows.

- How the airdrop is finally distributed, and whether task-doers leave after claiming: rules not yet published.

- The repo was created 10-02, but the npm package was published 9-10 and an issue has a September date, so it may have been recreated or transferred; unverified.

### Sources

- Repo README: [github.com/vAPI-Network/vapi-network](https://github.com/vAPI-Network/vapi-network); GitHub GraphQL (stars, forks, issues, fork accounts, live as of 2026-11-06)

- Airdrop campaign page: [api.vapinetwork.ai/earn](https://api.vapinetwork.ai/earn); rules: [docs.vapinetwork.ai/products/earn](https://docs.vapinetwork.ai/products/earn)

- Token: [docs.vapinetwork.ai/token-and-foundation/vapi-token](https://docs.vapinetwork.ai/token-and-foundation/vapi-token); [www.coingecko.com/en/coins/vapi-network](https://www.coingecko.com/en/coins/vapi-network); [vapinetwork.ai/about](https://vapinetwork.ai/about)

- X:[x.com/Crypto_Zh0u/status/2117959026181050422](https://x.com/Crypto_Zh0u/status/2117959026181050422) (11-04,Paid partnership);[x.com/Va77ss/status/2117957010394100087](https://x.com/Va77ss/status/2117957010394100087) ;[x.com/graphprotocol/status/2110717900029866305](https://x.com/graphprotocol/status/2110717900029866305) (10-15);[x.com/Build_Vertical/status/2106040587547750563](https://x.com/Build_Vertical/status/2106040587547750563) (10-02)

- Abandoned issues from people who got mixed up: [github.com/VapiAI/client-sdk-react-native/issues/30](https://github.com/VapiAI/client-sdk-react-native/issues/30) ; [github.com/vAPI-Network/vapi-network/issues/30](https://github.com/vAPI-Network/vapi-network/issues/30)

- npm:[api.npmjs.org/downloads/range/2026-09-01:2026-11-05/vapi-net…](https://api.npmjs.org/downloads/range/2026-09-01:2026-11-05/vapi-network)

- Competitor stars: GitHub GraphQL search "x402 sort:stars" (2026-11-06)

This article was written by AI from public data and the data we collect daily. Numbers are sourced, and inferences are labeled.