Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
作者提供的说明(英文原文)
MCP server for PumpFun on-chain intelligence — tokens, claims, holders, and bundles.
这三项永远不会合并成一个分数:意见、测量和人气是不同的东西。
我们还没有为它写通俗的介绍。下面是我们从注册中心读取到的事实。
选择你使用的 AI 应用,然后复制设置。
GITHUB_TOKEN, SOLANA_RPC_URL标为机密的值是你账户的钥匙。千万不要分享给别人,也不要粘贴到聊天里。
你需要
你用的是哪个应用?
在上方选择你的应用。我们会记住它,下次按钮会显示“安装到 …”。
打开 Claude Desktop → Settings → Developer → Edit Config,把下面的内容粘贴到 claude_desktop_config.json
{
"mcpServers": {
"pumpfun-claims-bot": {
"command": "npx",
"args": [
"-y",
"pumpfun-claims-bot"
],
"env": {
"GITHUB_TOKEN": "your-value",
"SOLANA_RPC_URL": "your-value"
}
}
}
}在终端中运行这条命令
claude mcp add pumpfun-claims-bot --env GITHUB_TOKEN=your-value --env SOLANA_RPC_URL=your-value -- npx -y pumpfun-claims-bot运行前请先填写空着的值。
粘贴到项目中的 .cursor/mcp.json,或 ~/.cursor/mcp.json
{
"mcpServers": {
"pumpfun-claims-bot": {
"command": "npx",
"args": [
"-y",
"pumpfun-claims-bot"
],
"env": {
"GITHUB_TOKEN": "your-value",
"SOLANA_RPC_URL": "your-value"
}
}
}
}浏览器会先询问是否打开应用,然后应用会显示设置并请你确认。密钥的值会留空,由你自己填写。
粘贴到项目中的 .vscode/mcp.json
{
"servers": {
"pumpfun-claims-bot": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"pumpfun-claims-bot"
],
"env": {
"GITHUB_TOKEN": "your-value",
"SOLANA_RPC_URL": "your-value"
}
}
}
}浏览器会先询问是否打开应用,然后应用会显示设置并请你确认。密钥的值会留空,由你自己填写。
这个服务器在你的电脑上运行,而 ChatGPT 只能连接互联网上的服务器。请选择其他应用。
你的选择通过 Cookie 保存在这台设备上,无需账户。
SOLANA_RPC_URL env这些设置是根据作者在注册中心的条目生成的。如果 README 的写法不同,请以 README 为准。
它在你的电脑上运行;安装后,工具列表会显示在你的 AI 应用中。
我们检查的是任何人都能看到的信息;我们没有阅读代码。不适用的检查项不计入总数。 · 检查于 2026年11月7日
注册名称已通过 GitHub 账户 nirholas 验证,该账户拥有此仓库
我们还没有从 GitHub 读取这个仓库
我们还没有从 GitHub 读取这个仓库
它在你的电脑上运行,没有互联网端点
在你的电脑上运行,改用本地设置
它在你的电脑上运行;我们只能读取互联网端点的工具列表
与注册中心里这个分类中所有活跃的服务器比较。只有当发布者拥有该仓库时,星标数才计入。
它在 1 项适用的基础检查中通过了 1 项。我们没有阅读代码。在添加密钥或令牌之前,请先看看这个服务器要求哪些权限,并使用只具备所需权限的密钥。
你需要填写:GITHUB_TOKEN
它在你的电脑上运行。你的 AI 应用会在需要时启动它,数据不会经过作者的服务器(除非它自己调用在线服务)。
GitHub 仓库最后更新于–,最新版本(1.0.1)于8个月前进入注册中心。
支持 MCP 的应用,例如 Claude Desktop、Claude Code、Cursor 和 VS Code。你的电脑上还需要有 Node.js。
同一分类中有:Spec Driven Development, Remote Desktop Commander, FlyDocs
同一分类中其他作者的服务器,按星标数排序。
如何看卡片:★ GitHub 星标i三大支柱:评价 · 检查 · 使用情况i更新 = 最新版本发布到注册中心的时间i
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Remote Desktop Commander: use files, terminal and processes on your own computers from any AI app.
Spec-driven development workflow: your agent works issues, sessions and the status lifecycle.
按原文从作者的仓库复制。PopNx MCP 没有审查或背书其内容。HTML、图片和脚本已被移除。链接会离开本站。
Read-only Telegram channel feed that broadcasts PumpFun on-chain activity — GitHub social fee claims, token graduations, and more. Posts rich, intelligence-enriched cards to a Telegram channel in real time.
Website · Live Channel · MCP Server · Deploy Guide · Contributing
Looking for interactive monitoring? The telegram-bot supports watch management, group chats, REST API, SSE streaming, and webhooks. Use this channel-bot for simple broadcast-only channels.
Pump.fun GitHub Claims — `nirholas/pumpfun-github-claims` is a focused companion repository for the @pumpfunclaims feed. It provides standalone bot source and documentation for first reward claims per GitHub developer and coin, with previous claimed coins as context. Its implementation status tracks the remaining coin-attribution work. This repository offers the broader toolkit, including web dashboards, an MCP server, credibility scoring and developer reputation tracking. Both repositories remain available as sources.
A claim card starts with a real on-chain withdrawal from a Pump.fun GitHub social-fee account. That is useful evidence, but it is not automatically proof that the GitHub user created, owns, or endorses a coin. Token metadata is user-supplied, lookalike accounts exist, and one social-fee account can be shared by several coins.
| Label | Meaning |
|---|---|
| Verified GitHub Fee Claim | Claiming GitHub user exactly matches the owner of the repository linked in token metadata. |
| Creator-Wallet GitHub Fee Claim | Recipient wallet also created the token, but repository ownership was not established. |
| Identity Mismatch | Claiming username differs from the linked repository owner; treat lookalikes as a red flag. |
| Unverified | Withdrawal is real, but the GitHub-to-coin relationship is not proven. |
| Unresolved Pooled | The fee account maps to multiple coins, so no primary CA or per-coin amount is selected. |
“First-ever” refers to the GitHub fee account, not necessarily the displayed coin. Trade buttons are shown only for verified repository or creator-wallet relationships. The feed is discovery evidence, never an endorsement.
| Feed | Description | Toggle |
|---|---|---|
| GitHub Social Fee Claims | GitHub devs claiming PumpFun social fee PDA rewards | FEED_CLAIMS |
| Token Graduations | Tokens graduating from bonding curve to PumpAMM | FEED_GRADUATIONS |
Every GitHub social fee claim card includes:
| Feature | Description |
|---|---|
| 🟢 Credibility Score | Deterministic 0-100 verdict (Strong/Moderate/Caution/High Risk) synthesised from every trust signal, with a transparent ±factor breakdown |
| 📊 Dev Track Record | Persistent per-developer reputation — a repeat dev's prior tokens and their average credibility, so a serial fee-farmer whose newest coin looks clean is exposed on sight |
| 🚨 First-Time Alert | 🚨🚨🚨 FIRST TIME CLAIM banner when a GitHub user claims for the first time ever |
| ⚠️ Fake Claim Detection | Detects when claim_social_fee_pda instruction is called but no fees are actually paid out |
| 📊 Claim Counter | Sequential claim number tracked persistently across restarts |
| 💹 Lifetime SOL | Total SOL claimed from the PDA over all time |
| 👤 GitHub Profile | Username, bio, repos, followers, account age, location, blog |
| 𝕏 Social Links | Twitter/X profile with follower counts (from GitHub profile) |
| 🏅 Influencer Badge | Tier-based badge for high-follower GitHub/X accounts |
| 📈 Token Intel | Graduated/bonding curve status, curve progress %, created age, reply count |
| 🔗 Token Socials | Twitter, Telegram, website links from token metadata |
| 🏷️ Token Flags | NSFW, banned, cashback status indicators |
| ⚠️ Trust Signals | Warnings for new GitHub accounts (< 30 days), zero repos, fake claims |
| 🔗 Trading Links | Axiom, GMGN, Padre links with affiliate codes |
| ️ Token Image | Token image or GitHub avatar as photo card |
Rich graduation cards include creator profile, top holders analysis, 24h trading volume, dev wallet activity, pool liquidity, and bundle detection.
Combines GitHub and X/Twitter follower data to classify claimers:
| Tier | Badge | X Followers | GitHub Followers |
|---|---|---|---|
| Mega | 🔥🔥 MEGA INFLUENCER | ≥ 100K | ≥ 10K |
| Influencer | 🔥 Influencer | ≥ 10K | ≥ 1K |
| Notable | ⭐ Notable | ≥ 1K | ≥ 100 |
Either threshold triggers the tier — a user with 50K X followers and 50 GitHub followers still qualifies as Influencer.
Every claim card leads with a deterministic 0-100 credibility verdict synthesised from the trust signals the bot already gathers, plus the claiming dev's persistent track record across prior tokens.
The score is deterministic and transparent — same inputs always produce the same number, no model call, and every point is attributed to a named factor shown under the headline:
| Tier | Badge | Score |
|---|---|---|
| Strong | 🟢 | 75-100 |
| Moderate | 🟡 | 55-74 |
| Caution | 🟠 | 35-54 |
| High Risk | 🔴 | 0-34 |
Scoring starts at a neutral 50 and adjusts by weighted factors: claim verification (+22, or -20 on a GitHub-owner mismatch), account age (+14 for 5y+ down to -18 for < 30 days), public repos, followers, starred non-fork repo, copycats (-10/-16), bundling, holder concentration, prior rugs, and bans.
Dev track record turns that one-shot score into memory. Every score is recorded against the claiming GitHub user id and persisted, so the next time that dev launches a token the card shows their history — exposing a serial fee-farmer whose newest coin looks clean, and crediting a builder with a real record:
🟢 Credibility: 100/100 · Strong
↑ claim verified · GitHub 6y · 42 repos · repo 150★ 📊 Dev track record: 3 prior tokens · avg 🔴 19/100 (High Risk)
Logic lives in src/credibility.ts (pure scoreCredibility) and src/dev-reputation.ts (persistent store), both fully covered by tests.
First-time claims get a one-line AI take generated by Groq (llama-3.3-70b-versatile):
Examples:
_"Real GitHub project, dev claimed fast"_ · _"Fork of popular repo, proceed with caution"_
Solana RPC (WebSocket + HTTP polling)
│ ▼ ┌───────────────────┐ │ SocialFeeIndex │──▶ Bootstraps ~148K SharingConfig → mint mappings └────────┬──────────┘ │ ┌────────▼──────────┐ │ ClaimMonitor │──▶ Decodes PumpFees program claim transactions │ EventMonitor │──▶ Decodes Pump program logs (graduations) └────────┬──────────┘ │ FeeClaimEvent / GraduationEvent ┌────────▼──────────┐ │ Enrichment Layer │ │ ├─ GitHub API │──▶ User profile, repos, followers │ ├─ X/Twitter API │──▶ Follower counts, influencer tier │ ├─ PumpFun API │──▶ Token info, creator profile, holders, trades │ ├─ ClaimTracker │──▶ First-claim detection, persistent counts │ └─ Fake Detect │──▶ Instruction called but no payout (amountLamports=0) └────────┬──────────┘ │ ClaimFeedContext ┌────────▼──────────┐ │ Formatters │──▶ Rich HTML cards with sections & emoji layout └────────┬──────────┘ │ ┌────────▼──────────┐ │ grammY Bot │──▶ Posts photo + caption to Telegram channel │ (retry + rate │ Falls back to text-only if photo fails │ limiting) │ └───────────────────┘
The RpcFallback class manages multiple Solana RPC endpoints with automatic rotation:
SOLANA_RPC_URLS (comma-separated)| Program | ID | Purpose |
|---|---|---|
| PumpFees | pfeeUxB6jkeY1Hxd7CsFCAjcbHA9rWtchMGdZ6VojVZ | Fee sharing, social fee PDA claims |
| Pump | 6EF8rrecthR5Dkzon8Nwu78hRvfCKubJ14M5uBEwF6P | Bonding curve (graduations) |
| PumpAMM | pAMMBay6oceH9fJKBRHGP5D4bD4sWpmSwMn52FMfXEA | AMM (graduated pool events) |
Claim instructions decoded (v1 and the V2 variants from the October 2026 upgrade):
| Instruction | Program | Notes |
|---|---|---|
claim_social_fee_pda, claim_social_fee_pda_v2 | PumpFees | GitHub social fee claims; V2 can pay in a quote mint such as USDC |
collect_creator_fee, collect_creator_fee_v2 | Pump | Creator vault to creator |
distribute_creator_fees, distribute_creator_fees_v2 | Pump | Creator fees split to shareholders |
transfer_creator_fees_to_pump, transfer_creator_fees_to_pump_v2 | PumpAMM | Pool creator fees moved back to the Pump vault (no payout event) |
collect_coin_creator_fee | PumpAMM | Pool creator fees to creator |
claim_cashback, claim_cashback_v2 | Pump, PumpAMM | Trader cashback |
sweep_creator_fee and sweep_protocol_fee (Pump and PumpAMM) are recognised but are never counted as a claim: a sweep only moves fees the curve or pool still holds into the cr
只显示了开头部分;其余内容请在仓库中阅读