Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
คำอธิบายจากผู้ทำ (ภาษาอังกฤษตามต้นฉบับ)
Cross-exchange liquidation tape, paid per call in USDC on Algorand. Free catalog, no key needed.
สามเรื่องนี้ไม่รวมเป็นคะแนนเดียว เพราะความเห็น การวัด และความนิยม เป็นคนละเรื่องกัน
ตัวนี้ยังไม่ได้เรียบเรียงเป็นภาษาไทย ด้านล่างคือข้อเท็จจริงที่เราอ่านจาก registry
เลือกโปรแกรม AI ที่คุณใช้ แล้วคัดลอกค่าตั้งไปวาง
ALGO_PAYER_MNEMONIC, AGENTFEED_ALGO_URL, ALGO_NETWORKค่าที่ติดป้ายความลับคือกุญแจของบัญชีคุณ อย่าส่งให้ใคร และอย่าวางในแชต
ต้องเตรียมก่อน
คุณใช้แอปไหน
เลือกแอปด้านบน เราจำไว้ให้ ครั้งหน้าปุ่มจะขึ้นว่า “ติดตั้งลง …”
เปิด Claude Desktop → Settings → Developer → Edit Config แล้ววางค่านี้ในไฟล์ claude_desktop_config.json
{
"mcpServers": {
"agentfeed-algo": {
"command": "npx",
"args": [
"-y",
"@seekdaseek/agentfeed-algo"
],
"env": {
"ALGO_PAYER_MNEMONIC": "ใส่ค่าของคุณ",
"AGENTFEED_ALGO_URL": "ใส่ค่าของคุณ",
"ALGO_NETWORK": "ใส่ค่าของคุณ"
}
}
}
}พิมพ์คำสั่งนี้ใน Terminal
claude mcp add agentfeed-algo --env ALGO_PAYER_MNEMONIC='ใส่ค่าของคุณ' --env AGENTFEED_ALGO_URL='ใส่ค่าของคุณ' --env ALGO_NETWORK='ใส่ค่าของคุณ' -- npx -y @seekdaseek/agentfeed-algoเติมค่าที่เว้นว่างไว้ก่อนรัน
วางในไฟล์ .cursor/mcp.json ของโปรเจกต์ หรือ ~/.cursor/mcp.json
{
"mcpServers": {
"agentfeed-algo": {
"command": "npx",
"args": [
"-y",
"@seekdaseek/agentfeed-algo"
],
"env": {
"ALGO_PAYER_MNEMONIC": "ใส่ค่าของคุณ",
"AGENTFEED_ALGO_URL": "ใส่ค่าของคุณ",
"ALGO_NETWORK": "ใส่ค่าของคุณ"
}
}
}
}เบราว์เซอร์จะถามก่อนเปิดแอป จากนั้นแอปแสดงค่าตั้งให้ตรวจแล้วกดยืนยัน ช่อง key เว้นว่างไว้ให้คุณใส่เอง
วางในไฟล์ .vscode/mcp.json ของโปรเจกต์
{
"servers": {
"agentfeed-algo": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"@seekdaseek/agentfeed-algo"
],
"env": {
"ALGO_PAYER_MNEMONIC": "ใส่ค่าของคุณ",
"AGENTFEED_ALGO_URL": "ใส่ค่าของคุณ",
"ALGO_NETWORK": "ใส่ค่าของคุณ"
}
}
}
}เบราว์เซอร์จะถามก่อนเปิดแอป จากนั้นแอปแสดงค่าตั้งให้ตรวจแล้วกดยืนยัน ช่อง key เว้นว่างไว้ให้คุณใส่เอง
ตัวนี้รันในเครื่องคุณ แต่ ChatGPT ต่อได้เฉพาะ server บนอินเทอร์เน็ต ลองเลือกแอปอื่น
ตัวเลือกเก็บในคุกกี้บนเครื่องนี้ ไม่ต้องมีบัญชี
AGENTFEED_ALGO_URL envALGO_NETWORK envค่าตั้งนี้สร้างจากข้อมูลใน registry ของผู้ทำ ถ้าไม่ตรงกับ README ให้เชื่อ README
รันในเครื่องคุณ รายการเครื่องมือจะขึ้นในแอป AI หลังติดตั้ง
เราตรวจจากข้อมูลที่ใครก็เปิดดูได้ ยังไม่ได้อ่านโค้ด ข้อที่ไม่เกี่ยวกับตัวนี้ไม่นับในตัวหาร · ตรวจเมื่อ 7 พ.ย. 2569
ชื่อใน registry ยืนยันด้วยบัญชี GitHub seekdaseek ซึ่งเป็นเจ้าของ repo
ยังไม่ได้อ่านข้อมูล repo จาก GitHub
ยังไม่ได้อ่านข้อมูล repo จาก GitHub
ตัวนี้รันบนเครื่องคุณ ไม่มี endpoint บนอินเทอร์เน็ต
ตัวนี้รันบนเครื่อง ใช้ค่าที่ตั้งในเครื่องแทน
รันในเครื่องคุณ เราอ่านรายการเครื่องมือได้เฉพาะตัวที่มี endpoint บนอินเทอร์เน็ต
เทียบกับทุก server ที่ยังใช้งานในหมวดนี้ทั้งทะเบียน ดาวนับเฉพาะเมื่อผู้ลงทะเบียนเป็นเจ้าของ repo
จากการตรวจเบื้องต้นของเรา ผ่าน 1 จาก 1 ข้อที่ตรวจได้ เรายังไม่ได้อ่านโค้ด ก่อนใส่กุญแจหรือ token ให้ดูว่า server ขอสิทธิ์อะไร และเลือกกุญแจที่ทำได้เท่าที่จำเป็น
ต้องใส่ค่าเหล่านี้: ALGO_PAYER_MNEMONIC
รันบนเครื่องของคุณ โปรแกรม AI จะเปิด server ขึ้นมาเองเมื่อใช้ ข้อมูลไม่ต้องผ่านเซิร์ฟเวอร์ของผู้ทำ (ยกเว้นตัวที่ไปเรียกบริการออนไลน์ต่อ)
repo บน GitHub มีการแก้โค้ดล่าสุด – และส่งรุ่นล่าสุด (0.2.0) เข้า registry 2 เดือนที่ผ่านมา
โปรแกรมที่รองรับ MCP เช่น Claude Desktop, Claude Code, Cursor และ VS Code ตัวนี้ต้องมี Node.js ในเครื่องด้วย
ในหมวดเดียวกันมี Spec Driven Development, Remote Desktop Commander, LexPact UK Contracts
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.
Generate UK-law contracts: NDA, service, freelance, recruiter terms of business, IR35.
ส่วนนี้คัดจาก repo ของผู้ทำตามต้นฉบับ PopNx MCP ไม่ได้ตรวจหรือรับรองเนื้อหา ตัด HTML รูปภาพ และสคริปต์ออกแล้ว ลิงก์จะพาออกนอกเว็บ
A paid x402 data API on Algorand. It sells a cross venue liquidation tape per call in USDC, and it tells you when it does not know.
Built for the Algorand Foundation Global x402 Challenge.
https://algo.ochinimus.app
network algorand:wGHE2Pwdvd7S12BL5FaOP20EGYesN73ktiC1qzkkit8= asset USDC, ASA 31566704 facilitator https://facilitator.goplausible.xyz catalog https://algo.ochinimus.app/catalog manifest https://algo.ochinimus.app/.well-known/x402
Free to inspect, paid to read. Call any route without payment and you get a 402 whose body carries the route, the price, the asset and what the payment unlocks, with the payment challenge itself base64 in the PAYMENT-REQUIRED header. The tape behind it has recorded over 900 symbols on Binance, Bybit and OKX since July 8 2026, and over the seven full days before September 16 2026 it averaged about 73,000 liquidation rows a day.
Five endpoints, priced in USDC, paid per request over x402 with no account, no API key and no signup. They are published under /v2.
The five paths these routes were first published under, the /v1 ones, still answer. Same handlers, same paywall, same prices, each with its own resource URL. An agent holding an old URL is not broken by the move. Nothing advertises /v1 any more, though: the catalog, the manifest, the landing page and the MCP server list only /v2, and nothing new should be built against the old paths.
Liquidation volume for one symbol over a window, split by exchange and by whether longs or shorts were liquidated, at 0.02 USDC. A cascade score, which measures whether that volume arrived as a single burst or spread evenly, at 0.05. The full symbol universe the tape saw in a window, so a caller can tell coverage from silence, at 0.10. Per exchange reporting integrity, at 0.03.
The fifth route sells history. It returns the complete recorded liquidation history for one symbol across all three exchanges, from that symbol's first observation on this tape through to now, bucketed hourly or daily, at 5.00. No other route here looks back further than seven days, and that is the whole difference: a liquidation record cannot be backfilled after the fact, so depth is the part that is genuinely scarce. Coverage is stated per symbol rather than per tape, because a symbol first appears whenever it first liquidated, which can be weeks after the tape itself began, and the payload carries that symbol's own coverage start so our start date is never mistaken for the market's.
Calling every route once costs 5.2 USDC. The live figure is published at /catalog as sweep_price_usdc and is computed from the catalog rather than typed, so if this line ever disagrees with it, the endpoint is right and this file is stale.
Entered as a Composite project: five endpoints under one payTo address.
Every route carries the required x402-global-challenge tag and declares a Bazaar discovery extension, so an agent that has never heard of this service can find it, read what each route costs, and construct a valid request from the listing alone. Both are applied in compileCatalog and buildRoutes rather than written per route, so neither can be forgotten on one endpoint, and the tests that check them iterate over every route the service answers on rather than sampling one, so a route that lost either would fail the suite.
The tag rides in accepts[].extra, which is where the leaderboard reads it, not in resource.tags. It travels there alongside the asset decimals and the feePayer the facilitator advertises, because ExactAvmScheme merges that extra rather than replacing it.
Settlement runs through the GoPlausible facilitator on Algorand mainnet, and payments have completed end to end. The current count, the distinct payers behind it and the settled total are whatever the ledger says rather than whatever this file says, so read them with agentfeed-algo ledger instead of trusting a number typed here.
The endpoint is a URL, which is invisible to the thing meant to pay for it. So this ships an MCP server too.
npx -y -p @seekdaseek/agentfeed-algo agentfeed-algo-mcp
Or in an MCP client config, as a server named agentfeed-algo running npx -y @seekdaseek/agentfeed-algo with the binary agentfeed-algo-mcp, and one environment variable, ALGO_PAYER_MNEMONIC, holding the mnemonic for an Algorand account that has USDC and is opted in to asset 31566704.
Six tools. Four are paid, one for each of the short window routes. Two are free: catalog lists everything sold and what it costs, and payer_status reports your balances and anything blocking payment. Both work with no key at all, so you can install this, look at what exists, and decide afterwards whether to fund anything. The history route is listed by the catalog tool, with its price and its path, but it has no tool of its own.
Payment comes from your own account. There is no key of ours in the loop and no account to create.
An unmeasured response comes back as a tool error rather than as data. The HTTP layer already refuses to bill it, but an agent reading a tool result needs the same signal, and a hole that looks like an answer is worse than no answer.
Every response carries its own status, and there are three of them.
Measured means we asked and got an answer.
Absent means we asked and the market had none. No liquidations in the window is a real finding about a quiet market, and a buyer can act on it.
Unmeasured means our own lookup failed. A rate limit, a locked database, a query that threw. This is not a finding, it is the absence of one.
An unmeasured response returns 503 and is never billed, even though payment was already verified by the time we find out. That costs us the sale on purpose. Once an agent is paying per call, the worst product you can sell is a zero you invented, because the caller has no way to tell it from a real one. A feed that says when it does not know is worth more per call than one that always answers.
npm install
npm test node bin/agentfeed-algo.mjs catalog
Configuration is environment driven. Copy the example and fill it in.
cp .env.example .env
node bin/agentfeed-algo.mjs doctor node bin/agentfeed-algo.mjs serve
Doctor checks the config, the catalog and the facilitator, and prints a line per check. Serve refuses to start if any of them failed.
The deployment above runs on mainnet. Getting there takes two deliberate variables, ALGO_NETWORK set to mainnet and ALGO_ALLOW_MAINNET set to yes, and an unset config falls back to testnet rather than forward to mainnet.
That is on purpose. One mistyped variable should not be enough to start taking real money, and a service that quietly defaults into handling funds will eventually take payments to an address nobody checked.
On mainnet the preflight also refuses a localhost resource URL, a plaintext facilitator, a testnet asset id, and any warning at all. On testnet warnings are allowed through. The asymmetry is the point: on mainnet a misconfiguration sends money somewhere with no undo.
An Algorand address is base32 over a 32 byte public key plus a 4 byte SHA-512/256 checksum. A regular expression that checks length and alphabet will happily accept two transposed characters. The checksum will not, and there is a test that transposes a pair to prove it.
This is the one field where a typo costs real money silently, so it gets a real decoder rather than a pattern.
USDC has six decimals. Every price in this service is a BigInt count of microUSDC and never a float. A price with more precision than the asset can express is an error rather than something to quietly shorten, so toMicroUsdc("0.0000001") throws instead of becoming zero.
The x402 price field is passed as an asset amount, carrying the asset id explicitly, so a decimal can never be interpreted against the wrong token.
The challenge asks entrants for proof of who is paying, and a leaderboard total cannot answer that. Ten agents paying twenty times each and one agent paying two hundred times produce the same total and are completely different businesses.
So every verify and every settle, successful or not, is appended to a local ledger, and the summary leads with concentration rather than with the total.
node bin/agentfeed-algo.mjs ledger
One note about the hooks that feed it. The shape of the context object x402 hands to onAfterSettle was not something I had observed when this was written, so rather than assert a shape I had not seen, the extractor tries the plausible field paths, and when it cannot find a payer it records the context's top level keys instead of writing a null. The first real settlement, on 2026-08-05, taught us the shape in the ledger where somebody would read it: the context carries paymentPayload, requirements, declaredExtensions, transportContext and result, with the payer and the transaction id under result. The extractor still tries the other paths, because that costs nothing and the shape is upstream's to change.
The catalog is one array and everything derives from it. The x402 routes config, the public manifest at /.well-known/x402, the free /catalog listing, the CLI output and the tests all read the same source, so a price cannot be changed in one place and stale in another.
The tape store is injected. Tests run against an array in memory and never open a file, which is also why a missing tape degrades to unmeasured rather than to a crash.
The facilitator client is injected. Tests never touch the network.
npm test
No network, no wall clock, no sleeps. The end to end suites start the real Express app on an ephemeral port and drive it over real HTTP, including with the paywall engaged, so the 402 path is proven rather than assumed.
The route tests go through HTTP as well, and that is not decoration. A handler level test cannot see a query parameter the server never passes, and one that was never passed is exactly how the history route came to ignore its bucket parameter: the handler validated bucket and defaulted it to hourly, its own tests passed, and the server was calling it without the parameter at all. So bucket=day was quietly answered hourly, and an invalid bucket was answered hourly and billed, when the handler would have refused it as unmeasured and charged nothing. The seam between the router and the handler is where that lived, so that is where the tests for it sit now.
The tape stores SOLUSDT, not SOL. A caller who asks for SOL and gets zero rows must not be told "no liquidations for SOL", because that is a finding and it is false; the truth is that we never carried a symbol by that name.
So resolution happens first. A bare symbol is tried against USDT, USD and USDC suffixes, the resolved pair and the resolution method are both returned, and a symbol this tape does not carry comes back unmeasured with the reason symbol_not_covered. Unmeasured is not billed, so a coverage gap costs the caller nothing and never enters their reasoning as a market fact.
A symbol the tape does carry, with an empty window, is absent. That one is a real finding about a quiet market and is billed normally.
Worth knowing before you debug this yourself. CAIP-2 caps the chain reference at 32 characters, and the @x402/avm package constants follow that. The GoPlausible facilitator advertises Algorand with the full 44 character base64 genesis hash instead, padding included, while advertising Solana correctly truncated in the same
ตัดมาแค่ช่วงต้น อ่านต่อใน repo