Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
제작자가 쓴 설명(영어 원문)
Storm risk, route risk and reanalysis backtests for any point on earth. No key, no wallet.
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.
AMANAT_MINER필요한 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": {
"amanat": {
"command": "npx",
"args": [
"-y",
"amanat-mcp"
],
"env": {
"AMANAT_MINER": "your-value"
}
}
}
}터미널에서 이 명령어를 실행하세요
claude mcp add amanat --env AMANAT_MINER=your-value -- npx -y amanat-mcp실행하기 전에 빈 값을 채워 주세요.
프로젝트의 .cursor/mcp.json 또는 ~/.cursor/mcp.json에 붙여 넣으세요
{
"mcpServers": {
"amanat": {
"command": "npx",
"args": [
"-y",
"amanat-mcp"
],
"env": {
"AMANAT_MINER": "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": {
"amanat": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"amanat-mcp"
],
"env": {
"AMANAT_MINER": "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.
AMANAT_MINER 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 PugarHuda 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.
레지스트리에 필수 키가 나와 있지 않아요. 다만 처음 쓸 때 로그인을 요구하는 서버도 있어요.
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(0.1.3)은 2개월 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, Master CSS
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.
Inspect Master CSS classes, generated CSS, and project stylesheets from your AI client.
제작자의 저장소에서 쓰인 그대로 가져왔어요. PopNx MCP가 검토하거나 보증한 내용이 아니에요. HTML, 이미지, 스크립트는 제거했어요. 링크를 누르면 이 사이트를 벗어나요.
Signed weather intelligence that a contract acts on by itself.
*Signed*, not "verified": the network's own verified: true cannot be checked from outside (bug report), so every answer here carries an Ed25519 signature over the fields a contract settles on, and anyone can check it with Node and nothing else:
node -e 'const c=require("node:crypto");fetch("https://amanat-miner.vercel.app/forecast?lat=10.32&lon=123.89&hours=6").then(r=>r.json()).then(({attestation:a})=>console.log(c.verify(null,Buffer.from(a.canonical),c.createPublicKey({key:Buffer.from(a.public_key,"base64"),format:"der",type:"spki"}),Buffer.from(a.signature,"base64"))))'
The key it checks against is the one published at /.well-known/amanat.json.
An *amanat* is a message entrusted to be carried — and, in the language of the old telegraph offices, the dispatch itself. That is the whole shape of this project: a miner sends the amanat, a scoring module tests it, and a contract carries it out without anyone deciding anything by hand.
Built for Telegraph Hackathon Season I. One codebase, three entries:
Live: amanat-miner.vercel.app — read a storm risk for any point, no wallet, no sign-up. It is the same call the contract makes before it spends anything.
In one line, from any MCP client: npx -y amanat-mcp — published to npm and listed in the official MCP registry as io.github.PugarHuda/amanat.
In three minutes: the deck · the film (84 s, cut from live sessions — no mockups) · /api/jobable, which measures how many intents are closed to on-chain jobs, how many are open, and how many cannot be audited at all because their leader publishes its registration at 127.0.0.1. Add ?intent=STORM_ALERT for a verdict on your own.
| Track | What | Where |
|---|---|---|
| 1 — Miner | Weather and storm-risk miner, answers legible to *both* a text scorer and a smart contract | miner/ |
| 2 — Script Author | Measurement-grounded WASM scoring module for Tier A intents | scorer/ |
| 3 — Application | Parametric cover settled through ERC-8183 on-chain jobs, a CLI, and an MCP server | onchain/, agent/, app/, mcp/ |
Everything here comes from measuring the live network rather than guessing at it. The numbers below are reproducible with the scripts in this repo.
1. Deterministic intents are scored as if they were prose. In epoch 240 the rank-1 miner on WEATHER_CHECK scored 0.0206 and on STORM_ALERT 0.0067. The miners are not bad; every scoring module on the network compares text, and those miners answer with numbers. A leaderboard built from those scores is noise — and routing follows the leaderboard.
2. The on-chain rail is real but unused. The Diamond answers getJobBasePrice() with 1000000 and, on 21 August, carried 139 miner registrations against 6 ERC-8183 jobs in its entire lifetime — the last two by a single participant, on 17 August. In a 77-hour window there were 44 MinerRegistered events and 2 JobCreated. Meanwhile the organisers name on-chain intelligence pipelines as the highest-value thing to build.
Read again on 31 August: 341 miner registrations, and still only 14 jobs. Eight of the fourteen are ours. Five settled; the last three have not moved.
3. Almost no miner can receive a job at all. A job hands the node raw OnChainData arrays; without an on_chain.request block in its YAML the node cannot turn those into an HTTP call. npm run audit fetches every registered YAML and checks. On 31 August: of 125 live miners, 29 declare an `on_chain` block at all, and a name-hashable intent has between one and three job-able miners — STORM_ALERT has exactly one, and it is this one. That is the bottleneck under problem 2, and it has loosened rather than closed: on 21 August there were 63 live miners and every name-hashable intent had a single job-able miner.
What the network actually looks like (read from /api/epochs, /api/validators and the Diamond, 21 August): epochs run hourly on testnet, not the 24 hours the docs describe. Each one scores 70 results across 17 intents and 29 of the 66 registered miners — more than half are never scored at all. There is one active validator, telegraph-node-1, so the 43-of-64 BFT threshold is a mainnet property, not something running today.
The shape held; the size did not. At epoch 294 on 30 August the network scored 242 results across 42 intents and all 125 live miners, and epochs had stopped being hourly — the last five landed 3 to 9 hours apart. Still one validator.
miner/server.mjs reads three free, keyless sources and returns every answer in two shapes at once. Open-Meteo's weather model gives the air; its marine model gives significant wave height, which is the thing that actually stops a ship and the one figure the shipping-lane board was missing; and GDACS gives every active named tropical cyclone on Earth with its position and maximum wind, so a reading under Tropical Storm Dolly says so by name rather than reporting "38 km/h wind". Storm risk is the worst of wind, gusts, rain, waves and cyclone proximity — a 4 m sea or a typhoon overhead reaches the ceiling on its own.
{
"summary": "Weather forecast for -6.20, 106.85: the temperature is 27.8 °C (82 °F) and it feels like 32.3 °C, humidity 73%, Clear sky, cloud cover 0%, wind 4.4 km/h (1.2 m/s) from the south-east, gusts 11.9 km/h, precipitation 0.0 mm (2% chance of rain), valid at 2026-08-30T17:00Z. … Storm risk is low (0.132); across 51 ensemble runs it ranges 0.08 to 0.14, 0% of them over the trigger.", "temp_c": 27.8, "wind_kmh": 4.4, "gust_kmh": 11.9, "precip_mm": 0, "wave_cm": 0, "cyclone_name": null, "cyclone_km": 0, "risk": 0.132, "breach": false, "valid_at": "2026-08-30T17:00Z", "source": "open-meteo", "risk_band": { "model": "ecmwf_ifs025", "members": 51, "p10": 0.076, "p50": 0.104, "p90": 0.14, "max": 0.164, "breach_probability": 0 }, "attestation": { "algorithm": "ed25519", "sha256": "9e991dc5…", "signature": "B3dtTlG1…", "public_key": "MCowBQYDK2VwAyEAJf1zypC6…", "key_persistent": true } }
Abridged: a live response carries 36 fields. The rest are the ones a report carries and a contract ignores — humidity, dew point, wind direction, cloud cover, chance of rain, a two-day high and low, sea level, the named cyclone and its distance — plus the signed canonical payload and Open-Meteo's attribution. curl -s -X POST https://amanat-miner.vercel.app/forecast -H 'content-type: application/json' -d '{"lat":-6.2,"lon":106.85,"hours":0}' for the whole thing.
The sentence is what a text-comparing scorer can grade. The scalars are what Amanat.sol acts on, mapped through on_chain.fields in amanat-miner.yaml. Serving only one of the two is why the network currently has the gap it does.
The YAML also carries a complete on_chain.request block, which is what makes the miner reachable from a job at all, and declares Open-Meteo's real quota so the node refuses a request that would exhaust it *before* charging the caller.
npm run miner # http://127.0.0.1:8787
node miner/test.mjs # self-check, hits the real upstream
The miner has no dependencies, so the image is the runtime plus one file.
docker build -t amanat-miner miner/ && docker run -p 8080:8080 amanat-miner
fly deploy -c miner/fly.toml # or cd miner && vercel deploy --prod # serverless, via miner/api/*
Whichever you pick, the host has to be live *before* registerMiner: the node sandbox-tests every declared endpoint against the real upstream, and a registration whose YAML fails validation is rejected terminally rather than retried.
scorer/ is a no_std Rust module compiled to wasm32-unknown-unknown: 15.5 KB, zero imports, exporting alloc, dealloc, rank_answer and breakdown_answer.
It reads the *quantities* out of an answer and grades them as measurements: 38.2 °C, 100.8 F and 311.35 K are one reading; 10 m/s and 36 km/h are one wind speed; being 0.3° out is right and 30° out is wrong. Text overlap stays, but only to carry the non-numeric part of an answer.
Two rules do most of the anti-gaming work:
Every float operation is + - * / and comparison, which IEEE-754 defines exactly, so two validators on different hosts return identical bits.
npm run build:scorer
npm run bench # against the real champion binaries npm run attacks cd scorer && cargo test # 27 tests, native
Measured on scorer/bench.json (38 good/bad cases across 31 intents, 14 attacks) against champion binaries downloaded from their published wasm_url, re-run 31 August:
| module | margin | wins | worst self-match | stddev |
|---|---|---|---|---|
| game_result reg 1265 — reigning | 0.6524 | 37/38 | 1.0000 | 0.4525 |
| amanat_scorer | 0.5977 | 37/38 | 1.0000 | 0.4343 |
| urlscan reg 28 — champion until 23 August | 0.5015 | 34/38 | 1.0000 | 0.3320 |
| weathercheck reg 134 — superseded | 0.4688 | 34/38 | 1.0000 | 0.3228 |
| weather_forecast reg 636 — reigning | 0.4438 | 33/38 | 1.0000 | 0.4277 |
| financial reg 122 — superseded | 0.3886 | 29/38 | 1.0000 | 0.4191 |
| weather_check reg 510 — reigning | 0.3827 | 33/38 | 0.9952 | 0.3900 |
| storm_alert reg 453 — reigning | 0.3071 | 35/38 | 0.9830 | 0.3586 |
| text_auth reg 1882 — reigning | 0.2895 | 29/38 | 1.0000 | 0.4472 |
Stage 2 needs both bars — margin and ordering wins at least matching the champion — so the wins column matters as much as the margin.
The top row is the one to read first: registration 1265, the module that took the GAME_RESULT slot back off us after forty minutes, beats this module on this corpus. It is a good module. The three seated on the weather intents are not, and that is the gap this project is about.
Reproducing this table needs one step the repo cannot do for you. scorer/champions/*.wasm is gitignored — they are other people's binaries, some of them 25 MB — so a clean clone has nothing to compare against and npm run bench will report only our own. Fetch them first from the wasm_url each registration publishes at https://devnode.telegraphprotocol.com/api/wasm and drop them in scorer/champions/. npm run attacks reads scorer/target/…/amanat_scorer.wasm, so it wants npm run build:scorer first.
Read the rest honestly: this corpus is ours, and it says the approach works on the cases we can see, not that it wins the protocol's own hidden fixtures.
Widening the corpus from 20 cases to 38 is what found the real bugs. It exposed that "812.4 million" parsed as 812.4 while "812.4M" parsed correctly, that a correct paraphrase omitting a figure scored below a wrong answer that quoted it, and that "not a human" was being read as a negative verdict on an AI-detection question. Each of those was a wrong rule, not a missing special case.
Beating the champion's margin is not sufficient on an intent that carries traffic: the node also checks that your module orders *real
앞부분만 보여 드려요. 나머지는 저장소에서 읽어 보세요