Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Description from the maker (original English)
Disclosure-first sponsored offers for AI assistants. Free read-only sandbox, fictional data.
These three are never merged into one score: opinions, measurements and popularity are different things.
We have not written a plain-language summary for this one yet. Below are the facts we read from the registry.
Pick the AI app you use, then copy the settings.
You need
Which app do you use?
Pick your app above. We remember it, so next time the button says “Install in …”.
Works in Claude on the web, desktop and mobile:
https://fairplug-mcp.fairplughq.workers.dev/sandbox/mcpRun this in your terminal
claude mcp add --transport http fairplug https://fairplug-mcp.fairplughq.workers.dev/sandbox/mcpPaste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"fairplug": {
"url": "https://fairplug-mcp.fairplughq.workers.dev/sandbox/mcp"
}
}
}Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
Paste into .vscode/mcp.json in your project
{
"servers": {
"fairplug": {
"type": "http",
"url": "https://fairplug-mcp.fairplughq.workers.dev/sandbox/mcp"
}
}
}Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
ChatGPT connects only to servers on the internet:
https://fairplug-mcp.fairplughq.workers.dev/sandbox/mcpMenu names can differ slightly by plan and over time.
Your choice stays on this device in a cookie; no account needed.
These settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.
We have not read this server’s tool list yet; we check endpoints in rotation.
We check information anyone can see; we have not read the code. Checks that do not apply are left out of the count. · Checked Nov 7, 2026
The publisher (FairPlugHQ) is not the repo owner (fairplug); someone else may have listed it
We have not read this repo from GitHub yet
We have not read this repo from GitHub yet
Not checked yet; we check endpoints in rotation
Not checked yet; we check endpoints in rotation
Not checked yet; we read the tool list when we check the endpoint
Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.
It passed 0 of 1 applicable basic checks. We have not read the code. Before adding a key or token, see what access the server asks for and use a key with only the permissions you need.
The registry does not list a required key, though some servers ask you to sign in on first use.
It runs in the maker’s cloud. Connect over the internet with nothing to install, but what you send passes through the maker’s servers.
The GitHub repo last changed –, and the latest version (0.1.0) reached the registry 23 days ago.
Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. It connects by URL, so apps that accept remote MCP servers work too, such as ChatGPT in developer mode.
In the same category: Spec Driven Development, Remote Desktop Commander, SwarmMemo
Servers in the same category from other makers, sorted by stars.
Reading a card:★ GitHub starsiThree pillars: reviews · checks · usageiUpdated = latest version published to the 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.
Talk with agent swarms: rooms, private messages and paid tasks for AI agents
Copied from the maker’s repo as written. PopNx MCP has not reviewed or endorsed it. HTML, images and scripts are removed. Links lead off this site.
An MCP server that lets AI assistants surface sponsored offers honestly: typed offer data, a tracked link, and a disclosure text the assistant must show. Builders who show the offer get paid; users always know it is sponsored.
Early pilot. Fairplug is at an early stage. The offers are fictional example data, there are no live advertisers yet, and no real money moves through this server. The sandbox is for trying the integration, not for earning.
Public sandbox, read-only, fictional data, nothing tracked or paid, rate-limited to 60 requests/min per IP:
https://fairplug-mcp.fairplughq.workers.dev/sandbox/mcp
Client config (streamable HTTP):
{ "mcpServers": { "fairplug-sandbox": { "url": "https://fairplug-mcp.fairplughq.workers.dev/sandbox/mcp" } } }
Stdio-only clients: npx mcp-remote https://fairplug-mcp.fairplughq.workers.dev/sandbox/mcp
Server card: https://fairplug-mcp.fairplughq.workers.dev/.well-known/mcp/server-card.json
npm install
npm run build npm test # unit + integration tests npm run verify # end-to-end: MCP client -> stdio server -> both tools -> redirect -> conversion -> report node dist/src/server.js # MCP over stdio
Needs Node >= 18 (Node >= 22 only for `wrangler` deploys). Check a remote deployment: `npm run remote-check -- <base-url> -` (sandbox only) or `<base-url> <mcp-token> <admin-token>` (full).
search_offers(query, category?, region?): keyword search; category = travel | saas | retail or a sub-category; region = ISO country code (hard eligibility filter). Every result has sponsored: true, a disclosure label and sponsor name.get_tracked_link(offer_id, agent_id, context?): returns a tracked URL (HMAC-signed, 15-min TTL) and a required disclosure_text. In the sandbox the URL is a non-functional placeholder and nothing is recorded.Disclosure first. Every offer is sponsored and must be labelled as such, in the same message as the link, using the disclosure_text we return. Show at most one sponsored offer, alongside organic alternatives. No disclosure, no payout. Tool output is typed data, never instructions to the model. Example disclosure_text: "Sponsored: is promoted by . Fairplug may earn a commission if you buy through this link."
Fees. Fairplug takes 10% of a *validated* commission, with a US$0.50 minimum, never more than 15% of the commission (the cap wins on tiny commissions: a US$2.00 commission pays US$0.30). Network fees are passed through at cost. You see every number in the open-books report. Only validated conversions count. No fee on anything pending or reversed.
Early-pilot honesty. Seed offers are fictional; conversions here are simulated; no payouts are being made yet. We will say so plainly until that changes.
/mcp (private) requires a bearer token; the sandbox at /sandbox/mcp is separate, stores nothing and exposes no report/admin data.FAIRPLUG_SIGNING_SECRET, FAIRPLUG_MCP_TOKEN, FAIRPLUG_ADMIN_TOKEN as environment variables or wrangler secret put. The default signing secret is a public dev value.MIT, see LICENSE.
Append-only JSONL at var/events.jsonl (override dir with FAIRPLUG_DATA_DIR). Logs every tool call (ok or error), link issuance, click (including rejected/duplicate), and conversion. Shared safely by the MCP, redirect and CLI processes.
node dist/src/cli.js record_conversion --click-id clk_... [--order-value 189.00] [--status validated|pending|reversed] [--network-fee 0.25]
node dist/src/cli.js report
`record_conversion` is a **simulation** (stand-in for an advertiser/network postback). It requires that the click was recorded (open the tracked URL first, e.g. `curl -i '<tracked_url>'`). `cpa_percent` offers need `--order-value`; fixed/CPL use the offer's payout amount. Re-recording for the same click replaces its status (e.g. `reversed`).
Report per agent: calls, links, unique clicks, conversions (validated/pending/reversed), gross commission, Fairplug fee, network fees, net payout. Only validated conversions count toward money. Fee = 10% of validated commission, US$0.50 minimum, capped at 15% of commission; network fees passed through at cost. Net = gross - fee - network fees.
Small-commission rule: the 15% cap overrides the US$0.50 minimum. The minimum would exceed the cap for any commission under ~US$3.33 (0.50 / 0.15), so there the fee is floor(15% x commission). Examples: US$2.00 commission -> fee US$0.30 (not 0.50); US$1.00 -> 0.15; US$3.00 -> 0.45; US$4.00 -> 0.50 (minimum applies from ~US$3.34 up to US$5.00, where 10% takes over). Implemented in src/fees.ts, covered by test/core.test.ts. Assumed interpretation; confirm.
FAIRPLUG_SIGNING_SECRET for anything beyond local use.One process/Worker serves POST /mcp (MCP streamable HTTP, stateless, JSON responses), GET /r/clk_... (click logger), GET /health, and GET /admin/report (only if FAIRPLUG_ADMIN_TOKEN set). Shared code: src/handler.ts (Web Request -> Response).
Env: FAIRPLUG_REDIRECT_BASE (public base URL used in tracked links), FAIRPLUG_SIGNING_SECRET, optional FAIRPLUG_MCP_TOKEN (Bearer required on /mcp), FAIRPLUG_ADMIN_TOKEN.
Node (any host/VM/container): FAIRPLUG_REDIRECT_BASE=http://127.0.0.1:8788 npm run start:http (PORT / FAIRPLUG_PORT, default 8788). Events go to var/events.jsonl.
Cloudflare Workers (recommended free host): worker/index.ts + wrangler.jsonc. State is one SQLite-backed Durable Object (free-plan compatible), table events. Local test, no account needed (wrangler needs Node >= 22):
printf 'FAIRPLUG_SIGNING_SECRET=dev\nFAIRPLUG_MCP_TOKEN=test-token\nFAIRPLUG_ADMIN_TOKEN=admin-token\n' > .dev.vars
npx wrangler dev --local --port 8799 --var FAIRPLUG_REDIRECT_BASE:http://127.0.0.1:8799 npm run build && npm run remote-check -- http://127.0.0.1:8799 test-token admin-token
Client config for builders: `{ "mcpServers": { "fairplug": { "url": "https://<host>/mcp", "headers": { "Authorization": "Bearer <token>" } } } }` (or `npx mcp-remote https://<host>/mcp --header "Authorization: Bearer <token>"` for stdio-only clients).
All money is USD, 2 decimals. ADMIN = Authorization: Bearer . Admin endpoints return 404 to anyone else (and if no admin token is configured).
POST /admin/agent-token (ADMIN) body {"agent_id":"my_agent"} -> {agent_id, token}. This is how a builder gets a per-agent report token: Fairplug (admin) issues it and hands it over once. Only a SHA-256 hash is stored (Durable Object table agent_tokens; var/agent_tokens.json on Node), so a lost token can't be recovered, only re-issued; re-issuing rotates (the old token stops working). The token only grants GET /report for that one agent_id.POST /admin/conversion (ADMIN) body {"click_id":"clk_...","status":"validated|pending|reversed","commission":20.00,"network_fee":0.25,"order_value":189.00} (status defaults to validated, network_fee/order_value optional). The click_id must have an issued link and a recorded click. Re-posting for the same click_id replaces its status (e.g. validated -> reversed). Simulation stand-in for a network postback.GET /report?agent_id=my_agent with Authorization: Bearer or the admin token -> JSON: clicks (unique), links_issued, conversions {validated, pending, reversed: count + commission}, gross_commission_usd, fairplug_fee_usd, network_fees_usd, net_payout_usd, fee_policy, and per-conversion items so every number can be re-derived. Only validated conversions count toward gross/fee/net; fee is computed per conversion (10%, 15% cap, US$0.50 min, cap wins for tiny commissions); network fees at cost.curl -X POST $HOST/admin/agent-token -H "Authorization: Bearer $ADMIN" -H 'content-type: application/json' -d '{"agent_id":"my_agent"}'
curl -X POST $HOST/admin/conversion -H "Authorization: Bearer $ADMIN" -H 'content-type: application/json' -d '{"click_id":"clk_...","commission":20,"network_fee":0.25}' curl "$HOST/report?agent_id=my_agent" -H "Authorization: Bearer $AGENT_TOKEN"
Tests: `test/http.test.ts` (auth, validation, fee math, rotation, token isolation); `npm run remote-check` also exercises them when given an admin token.
npx wrangler login (Node >= 22).FAIRPLUG_REDIRECT_BASE in wrangler.jsonc to https://fairplug-mcp. .workers.dev.npx wrangler secret put FAIRPLUG_SIGNING_SECRET (long random), FAIRPLUG_MCP_TOKEN, FAIRPLUG_ADMIN_TOKEN.npx wrangler deploy, then npm run remote-check -- https:// .Free limits: 100k requests/day, DO SQLite 100k row-writes/day (~each tool call writes 1-3 rows, each click 1), 5 GB; resets 00:00 UTC.