Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
คำอธิบายจากผู้ทำ (ภาษาอังกฤษตามต้นฉบับ)
Pre-trade risk check for agents; Robinhood Chain launches, flow, swaps, safety; Solana; x402
สามเรื่องนี้ไม่รวมเป็นคะแนนเดียว เพราะความเห็น การวัด และความนิยม เป็นคนละเรื่องกัน
ตัวนี้ยังไม่ได้เรียบเรียงเป็นภาษาไทย ด้านล่างคือข้อเท็จจริงที่เราอ่านจาก registry
เลือกโปรแกรม AI ที่คุณใช้ แล้วคัดลอกค่าตั้งไปวาง
ต้องเตรียมก่อน
คุณใช้แอปไหน
เลือกแอปด้านบน เราจำไว้ให้ ครั้งหน้าปุ่มจะขึ้นว่า “ติดตั้งลง …”
ใช้ได้ทั้ง Claude บนเว็บ แอปคอมพิวเตอร์ และมือถือ:
https://api.pumppill.org/mcpพิมพ์คำสั่งนี้ใน Terminal
claude mcp add --transport http token-safety https://api.pumppill.org/mcpวางในไฟล์ .cursor/mcp.json ของโปรเจกต์ หรือ ~/.cursor/mcp.json
{
"mcpServers": {
"token-safety": {
"url": "https://api.pumppill.org/mcp"
}
}
}เบราว์เซอร์จะถามก่อนเปิดแอป จากนั้นแอปแสดงค่าตั้งให้ตรวจแล้วกดยืนยัน ช่อง key เว้นว่างไว้ให้คุณใส่เอง
วางในไฟล์ .vscode/mcp.json ของโปรเจกต์
{
"servers": {
"token-safety": {
"type": "http",
"url": "https://api.pumppill.org/mcp"
}
}
}เบราว์เซอร์จะถามก่อนเปิดแอป จากนั้นแอปแสดงค่าตั้งให้ตรวจแล้วกดยืนยัน ช่อง key เว้นว่างไว้ให้คุณใส่เอง
ChatGPT ต่อได้เฉพาะ server ที่อยู่บนอินเทอร์เน็ต:
https://api.pumppill.org/mcpชื่อเมนูอาจต่างกันเล็กน้อยตามแพ็กเกจและรุ่นของแอป
ตัวเลือกเก็บในคุกกี้บนเครื่องนี้ ไม่ต้องมีบัญชี
ค่าตั้งนี้สร้างจากข้อมูลใน registry ของผู้ทำ ถ้าไม่ตรงกับ README ให้เชื่อ README
ยังไม่ได้อ่านรายการเครื่องมือของตัวนี้ เราตรวจ endpoint ทีละชุดวนไป
เราตรวจจากข้อมูลที่ใครก็เปิดดูได้ ยังไม่ได้อ่านโค้ด ข้อที่ไม่เกี่ยวกับตัวนี้ไม่นับในตัวหาร · ตรวจเมื่อ 7 พ.ย. 2569
ชื่อใน registry ยืนยันโดเมน pumppill.org แล้ว (registry ตรวจความเป็นเจ้าของโดเมน)
ยังไม่ได้อ่านข้อมูล repo จาก GitHub
ยังไม่ได้อ่านข้อมูล repo จาก GitHub
ยังไม่ได้ตรวจ เราตรวจ endpoint ทีละชุดวนไป
ยังไม่ได้ตรวจ เราตรวจ endpoint ทีละชุดวนไป
ยังไม่ได้ตรวจ เราอ่านรายการเครื่องมือตอนตรวจ endpoint
เทียบกับทุก server ที่ยังใช้งานในหมวดนี้ทั้งทะเบียน ดาวนับเฉพาะเมื่อผู้ลงทะเบียนเป็นเจ้าของ repo
จากการตรวจเบื้องต้นของเรา ผ่าน 1 จาก 1 ข้อที่ตรวจได้ เรายังไม่ได้อ่านโค้ด ก่อนใส่กุญแจหรือ token ให้ดูว่า server ขอสิทธิ์อะไร และเลือกกุญแจที่ทำได้เท่าที่จำเป็น
registry ไม่ได้ระบุว่าต้องใช้กุญแจ แต่บางตัวจะขอให้ล็อกอินตอนใช้ครั้งแรก
รันบนคลาวด์ของผู้ทำ ต่อผ่านอินเทอร์เน็ตได้เลย ไม่ต้องลงโปรแกรม แต่ข้อมูลที่ส่งให้จะผ่านเซิร์ฟเวอร์ของผู้ทำ
repo บน GitHub มีการแก้โค้ดล่าสุด – และส่งรุ่นล่าสุด (1.7.0) เข้า registry 19 วันที่ผ่านมา
โปรแกรมที่รองรับ MCP เช่น Claude Desktop, Claude Code, Cursor และ VS Code ตัวนี้ต่อผ่าน URL จึงใช้กับโปรแกรมที่รับ remote MCP ได้ เช่น ChatGPT ที่เปิดโหมดนักพัฒนา
ในหมวดเดียวกันมี Spec Driven Development, Remote Desktop Commander, Georgia MCP
server หมวดเดียวกันจากผู้ทำคนอื่น เรียงตามดาว
อ่านการ์ด:★ ดาว GitHubiสามเสา: รีวิว · ผลตรวจ · การใช้งานiอัปเดต = วันที่ส่งรุ่นล่าสุดเข้า registryi
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.
An MCP server for Georgian public data, read from the organizations that publish it.
ส่วนนี้คัดจาก repo ของผู้ทำตามต้นฉบับ PopNx MCP ไม่ได้ตรวจหรือรับรองเนื้อหา ตัด HTML รูปภาพ และสคริปต์ออกแล้ว ลิงก์จะพาออกนอกเว็บ
Token intelligence for Robinhood Chain (chainId 4663) and Solana, and agentic trading on Robinhood Chain, served as a hosted Model Context Protocol server.
https://api.pumppill.org/mcp
Streamable HTTP. No key, no account, nothing to install for the read tools. Registry name: org.pumppill/token-safety (v1.6.0). How-to page: https://www.pumppill.org/for-agents
This repository holds the connection instructions, example client configs and the registry manifest. The server itself is hosted by PumpPill; its source is not published here.
For trading bots, one call before a buy: pre_trade_check answers clear, caution, avoid or unknown for a Robinhood Chain contract or a Solana mint, with the reasons. The same answer is plain HTTP at GET https://api.pumppill.org/api/pretrade/{address}, free and without a key.
The questions that cost people money: can this contract be sold, which contract is the real one behind a ticker, what has this deployer launched before, which wallets hold enough to move a pool, and what happened to the tokens PumpPill logged, with the losers counted.
And the chain as it happens: what launched in the last hours with its market now, one token's 24 hour buys and sells with the developer's launch record and the wallet that funded the developer, the token's trade tape, PumpPill's Ignition momentum calls with the 28-day record of their exit rule (losers included), and the themes spreading through new launch names on Robinhood Chain and Solana. Wallets come as prefixes.
And what traders are doing: which tokens traders on the FOMO app are gathering on, with PumpPill's own risk read beside each one, and the calls PumpPill's room posted with how each has done since, losers included. whats_moving returns both, plus the newest flags, in one call.
Every result carries a cite string and a timestamp for when the read was taken. A token PumpPill has not read comes back as found: false, which means "not in the index", never "safe". Nothing here predicts a price or recommends a trade. Answers about a token carry a trade_link that opens it in PumpPill's Telegram trade bot; it is a place to trade, present on every token alike, not a pick.
And, with an agent key from the trade bot, your agent can trade: it checks a rule you built on pumppill.org/customize and buys new matches from your PumpPill trade bot wallet. PumpPill reads each token before any buy and refuses a red flag, your limits apply, and every order lands in your Telegram with an off switch. See Agentic trading.
| Tool | What it returns |
|---|---|
pre_trade_check | For a trading agent's risk step: one decision for a Robinhood Chain contract or a Solana mint, clear, caution, avoid or unknown, with the reasons worst first. avoid = cannot sell, deployer can still mint or freeze, high-risk contract read, launch group selling, or dead. unknown = no stored read, never the same as clear. Also plain HTTP: GET https://api.pumppill.org/api/pretrade/{address}. |
rh_new_launches | Tokens launched on Robinhood Chain in the last 1-72 hours, newest first, each with launchpad and its market now (market cap, liquidity, 24h volume, 1h and 24h change). min_mc_usd filters out small launches. |
rh_token_snapshot | One Robinhood Chain token as it trades now: market, 24h buys and sells with distinct buyer and seller wallets, whether it is an official Robinhood stock token, the developer's launch record and the wallet that first funded the developer, with that funder's record. |
rh_swaps | One token's latest stored swaps, newest first: time, side, wallet prefix, ETH sent on a buy, token amount, venue and transaction hash. A sell's ETH is left empty because the router's minimum is not what the seller received. |
rh_ignition_calls | PumpPill's Ignition momentum calls on Robinhood Chain, each with the market cap at the call, now, and the move since, plus the 28-day record of the exit rule on every signal, losers included. Thirty minutes behind the members. |
launch_waves | Confirmed launch waves: a word in new token names that jumped to 15+ launches a day at 6x its normal rate and spread over 10+ names, on Robinhood Chain and Solana, with why it qualified and the biggest token so far. |
agents_leaderboard | Trading agents members wrote in plain English in PumpPill's Telegram bot, ranked by graded Robinhood Chain results over 7 or 30 days, losers counted, before fees, with rules, exits and a link to copy each. |
rh_token_safety | The stored safety read for one Robinhood Chain token: sellability, launch flags with evidence, where the launch money went, and the move since PumpPill first logged it. Never triggers a scan. |
rh_ticker_resolve | The one Robinhood Chain contract worth naming for a ticker: alive, $10K+ in its pool, not flagged HIGH or CRITICAL. Other contracts using the name come back as a count. |
rh_deployer_record | What one Robinhood Chain wallet has launched and how those went: tokens, liveness, liquidity, which crossed $100K. |
rh_flagged_recent | Tokens whose latest scan in the last 30 days found HIGH or CRITICAL structural risk, with the findings named. |
rh_stock_pairs | Memecoins quoted in tokenized stocks (NVDA, SPY, TSLA) on Robinhood Chain, with liquidity and latest scan risk. |
rh_chain_stats | How Robinhood Chain measures from PumpPill's index, recomputed hourly with the method in the payload. |
rh_whale_wallets | Wallets holding 10+ ETH or $50K+ in tokens, read as on-chain balances, tiered by dollars held. Measures who *can* move a pool, not who is right. |
rh_wallet_record | One Robinhood Chain wallet's holdings and trades off the chain's own feed. Sell sizes are floors, never profit. Names the FOMO app trader the wallet was matched to, when there is one. |
rh_early_wallets | Robinhood Chain wallets whose first buy landed early on tokens that later crossed $100K, with the base rate beside every rate. |
sol_early_wallets | Solana wallets recorded among a token's first buyers on tokens that later reached 5x, with the base rate beside every rate. |
sol_token_detail | Any Solana token by mint: holders, bundled-launch read, what the deployer still holds, socials, and a one-sentence verdict. |
outcomes_measured | Forward-measured outcomes across both chains: the share of logged tokens that doubled, reached 5x, 10x, or never moved. Losers are in the denominator. |
exit_check | Can this token be sold, and what can the deployer still do to it: mint and freeze authority, dev share of supply, the liquidity position. Both chains. |
fomo_gathering | Tokens several different FOMO app traders bought inside a window (default 3 traders in 60 minutes), on both chains. Each row has the first and the latest buy seen with their market caps, how many of those traders are still in, and PumpPill's own risk read of the token. Counts FOMO users, not all buyers; no trade sizes. |
fomo_trader | What one FOMO app trader did in the last 7 days: buys with the market cap at the buy, sells with the realized profit the feed reported, a record once 15 buys have been scored, and the matched Robinhood Chain wallet. Large trades only. |
room_calls | The calls PumpPill's room posted on both chains, newest first: the rule that fired, the market cap at the post, the move since, the 7-day peak and whether it died. Losers are in the list. Open to everyone ten minutes behind; a member reads it live. |
whats_moving | One call for what is happening right now: FOMO gatherings, the room's calls and newly flagged Robinhood Chain tokens. Pass the last answer's as_of back as since to get only what changed. |
best_calls | The room's calls that reached 2x, 5x, 10x or 20x+ after the post, on both chains, only where PumpPill's own price readings after the call confirm the peak. The best of the room, not its record: room_calls is the full list with losers. |
rule_matches | The Robinhood Chain tokens that pass every filter of a rule built on pumppill.org/customize, judged by PumpPill. rule is the code (pp1.…) the Customize page writes. Each token comes with each filter's reading. |
search | Find PumpPill's read for a Robinhood Chain address, a Solana mint, or a ticker (Solana tickers come back as exact name matches, marked as such). Returns ids for fetch. Built for ChatGPT connectors and deep research. |
fetch | Fetch one result by the id search returned. Returns the stored read as text with its citation and as-of time. |
membership_status | Whether this connection carries an active PumpPill membership, its tier, and when it renews. An unauthenticated call answers signed_in: false, not an error. |
These answer a PumpPill member. They are listed for everyone; called without a membership they answer with what sits behind them and a link. Three of them can also be bought one call at a time with x402 (see Pay per call).
30 tools in all: 22 public, 4 for members (3 of those payable per call), 4 for agentic trading.
| Tool | What it returns |
|---|---|
rh_scan_now | Reads one Robinhood Chain contract fresh, when the stored read is missing or stale. Spends: capped per member and per day (resets 00:00 UTC). Annotated not read-only and not idempotent, so a well-behaved client asks before calling it. |
premium_calls_recent | The premium call table: Solana tokens PumpPill logged for members, newest first, with the market cap at logging and the move since. |
my_watched_wallets | The Robinhood Chain wallets this member follows: what each holds, its record beside the chain's base rate, recent activity. |
x_chatter | What X has been saying about one contract: posts naming it, distinct accounts, combined reach, and each poster's record on earlier calls. Spends: may use an hourly live-read budget. Annotated not read-only and not idempotent. |
A member's AI agent buys and sells Robinhood Chain tokens from their PumpPill trade bot wallet. The key (ppa_…) is made in @PumpPill_Trade_Bot under Settings, AI agent, and sent as the header X-Agent-Key. Open to everyone for 30 days from the first key, then part of PumpPill Premium. Full guide: https://www.pumppill.org/learn/agentic-trading-set-up-your-ai-agent
| Tool | What it does |
|---|---|
agent_buy | Files one buy in ETH. PumpPill reads the token first and refuses a HIGH or CRITICAL read, or a token it has not read (the member can switch refusal off). The member's per-buy and daily max apply, and a token is not bought twice in 24 hours. The order is written down before the bot places it. Moves real money: annotated destructive, so a well-behaved client asks first. |
agent_sell | Sells a percent of a holding. Never refused for the token's read. Moves real money. |
agent_order | The state of one order: filed, running, done (with the transaction), failed, refused (with the reason) or skipped. |
agent_status | The agent switch, the wallet's ETH, the member's limits and what is left today, and the last five orders. |
Every order, placed or refused, is a Telegram message to the member with a one-tap "Turn agent off". The agent never sees the wallet's private key.
pumppill://facts — the quotable fact sheet: what the index covers, headline figures, how to cite them and what they do not mean.check_before_buying(address) — the full read on one contract, with the limits stated.real_contract_for_ticker(symbol) — which of the contraตัดมาแค่ช่วงต้น อ่านต่อใน repo