Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
제작자가 쓴 설명(영어 원문)
MCP server for PumpFun on-chain intelligence — tokens, claims, holders, and bundles.
이 세 가지는 절대 하나의 점수로 합치지 않아요. 의견, 측정, 인기는 서로 다른 것이니까요.
이 서버는 아직 쉬운 말로 된 요약을 쓰지 못했어요. 아래는 레지스트리에서 읽어 온 사실이에요.
쓰고 있는 AI 앱을 고른 다음 설정을 복사하세요.
GITHUB_TOKEN, SOLANA_RPC_URL비밀로 표시된 값은 내 계정의 열쇠예요. 절대 다른 사람과 공유하거나 채팅에 붙여 넣지 마세요.
필요한 것
어떤 앱을 쓰세요?
위에서 앱을 고르세요. 기억해 두었다가 다음부터는 버튼에 “…에 설치”라고 표시해요.
Claude Desktop → Settings → Developer → Edit Config를 열고 claude_desktop_config.json에 이 내용을 붙여 넣으세요
{
"mcpServers": {
"pumpfun-claims-bot": {
"command": "npx",
"args": [
"-y",
"pumpfun-claims-bot"
],
"env": {
"GITHUB_TOKEN": "your-value",
"SOLANA_RPC_URL": "your-value"
}
}
}
}터미널에서 이 명령어를 실행하세요
claude mcp add pumpfun-claims-bot --env GITHUB_TOKEN=your-value --env SOLANA_RPC_URL=your-value -- npx -y pumpfun-claims-bot실행하기 전에 빈 값을 채워 주세요.
프로젝트의 .cursor/mcp.json 또는 ~/.cursor/mcp.json에 붙여 넣으세요
{
"mcpServers": {
"pumpfun-claims-bot": {
"command": "npx",
"args": [
"-y",
"pumpfun-claims-bot"
],
"env": {
"GITHUB_TOKEN": "your-value",
"SOLANA_RPC_URL": "your-value"
}
}
}
}브라우저가 앱을 열지 물어본 다음, 앱이 설정을 보여 주고 확인을 요청해요. 키 값은 비워 두니 직접 입력하세요.
프로젝트의 .vscode/mcp.json에 붙여 넣으세요
{
"servers": {
"pumpfun-claims-bot": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"pumpfun-claims-bot"
],
"env": {
"GITHUB_TOKEN": "your-value",
"SOLANA_RPC_URL": "your-value"
}
}
}
}브라우저가 앱을 열지 물어본 다음, 앱이 설정을 보여 주고 확인을 요청해요. 키 값은 비워 두니 직접 입력하세요.
이 서버는 내 컴퓨터에서 실행되는데, ChatGPT는 인터넷에 있는 서버에만 연결할 수 있어요. 다른 앱을 고르세요.
선택한 앱은 이 기기의 쿠키에만 저장돼요. 계정은 필요 없어요.
SOLANA_RPC_URL env이 설정은 제작자의 레지스트리 정보로 만들었어요. README와 다르면 README를 따르세요.
내 컴퓨터에서 실행돼요. 설치하면 AI 앱에 도구 목록이 나타나요.
누구나 볼 수 있는 정보를 점검했고, 코드는 읽지 않았어요. 해당하지 않는 항목은 개수에서 뺐어요. · 2026년 11월 7일 점검
레지스트리 이름이 GitHub 계정 nirholas 기준으로 확인되었고, 이 계정이 저장소를 소유하고 있어요
아직 GitHub에서 이 저장소를 읽어 오지 않았어요
아직 GitHub에서 이 저장소를 읽어 오지 않았어요
내 컴퓨터에서 실행되는 서버라 인터넷 엔드포인트가 없어요
내 컴퓨터에서 실행되며, 대신 로컬 설정을 사용해요
내 컴퓨터에서 실행돼요. 도구 목록은 인터넷 엔드포인트가 있는 서버에서만 읽을 수 있어요
레지스트리에서 이 카테고리의 활성 서버 전체와 비교했어요. 스타는 게시자가 저장소를 소유한 경우에만 세요.
해당하는 기본 점검 1개 중 1개를 통과했어요. 코드는 읽지 않았어요. 키나 토큰을 넣기 전에 서버가 어떤 권한을 요구하는지 확인하고, 꼭 필요한 권한만 있는 키를 쓰세요.
입력해야 할 값: GITHUB_TOKEN
내 컴퓨터에서 실행돼요. AI 앱이 필요할 때 실행하고, 데이터는 제작자의 서버를 거치지 않아요(서버 자체가 온라인 서비스를 호출하는 경우는 제외).
GitHub 저장소는 마지막으로 – 변경됐고, 최신 버전(1.0.1)은 8개월 전 레지스트리에 올라왔어요.
Claude Desktop, Claude Code, Cursor, VS Code처럼 MCP를 지원하는 앱에서 쓸 수 있어요. 내 컴퓨터에 Node.js도 있어야 해요.
같은 카테고리에는: Spec Driven Development, Remote Desktop Commander, FactLot
같은 카테고리에서 다른 제작자가 만든 서버예요. 스타 순으로 정렬했어요.
카드 보는 법:★ GitHub 스타i세 기둥: 리뷰 · 점검 · 사용 정도i업데이트 = 최신 버전을 레지스트리에 공개한 날i
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.
Cited CRE facts and deterministic calculators for agents: rent, CAM, debt sizing, IRR, parcel IDs.
제작자의 저장소에서 쓰인 그대로 가져왔어요. PopNx MCP가 검토하거나 보증한 내용이 아니에요. HTML, 이미지, 스크립트는 제거했어요. 링크를 누르면 이 사이트를 벗어나요.
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
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