Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Description from the maker (original English)
US return policies, price-match rules, discounts, deals and Amazon price verdicts. Read-only.
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.
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Works in Claude on the web, desktop and mobile:
https://api.thrifle.com/api/mcpRun this in your terminal
claude mcp add --transport http thrifle https://api.thrifle.com/api/mcpPaste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"thrifle": {
"url": "https://api.thrifle.com/api/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": {
"thrifle": {
"type": "http",
"url": "https://api.thrifle.com/api/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://api.thrifle.com/api/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 registry name was verified against the domain thrifle.com (the registry checks domain ownership)
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 1 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 (1.0.0) reached the registry 2 months 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, MCP Server Autocad Lisp Helper
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.
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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.
US return policies, price-match rules, discounts, deals, credit-card terms and Amazon buy-or-wait verdicts — as read-only tools for Claude, ChatGPT, Cursor and any MCP client.
https://api.thrifle.com/api/mcp
No auth. No signup. 24 tools. Every answer links to the thrifle.com page it comes from.
| Tool | Example |
|---|---|
get_return_policy | What is Costco's return policy on a laptop? |
compare_return_policies | Is it easier to return to Target or Walmart? |
search_return_policies | Which furniture stores offer free returns? |
get_price_match_policy | Does Best Buy price match Amazon? |
who_will_price_match | Who will match this Amazon price on a TV? |
get_merchant_discounts · search_discounts | Does Home Depot have a military discount? |
get_cancellation_guide | How do I cancel Planet Fitness? |
get_birthday_freebie · search_birthday_freebies | What does Starbucks give you on your birthday? |
search_deals · get_deal · get_deal_of_the_day · get_store_deals | Is there a deal on AirPods Pro right now? |
predict_amazon_price | Should I buy this Amazon product now or wait? |
search_credit_cards · get_credit_card · get_store_credit_cards | Does the Lowe's card use deferred interest? |
get_money_monitor · get_price_pulse | What is the average credit-card APR right now? |
check_product_recalls | Has this product been recalled? |
about_thrifle | What is Thrifle and what does it cover? |
The data behind these tools: a return-policy database covering 2,250 US retailers with an A+–D− grade computed from the policy's own terms, price-match and price-adjustment policies, military/student discount programmes, birthday offers, cancellation guides, a curated deal feed, a credit-card database built from issuer pricing pages, and price history for hundreds of thousands of Amazon products. All of it is editor-verified and every record carries a last_verified date.
Claude.ai / Claude Desktop (every plan; Free allows one custom connector) Settings → Connectors → Add custom connector → paste the URL → leave authentication empty.
Claude Code
claude mcp add --transport http thrifle https://api.thrifle.com/api/mcp
ChatGPT — Settings → Apps & Connectors → Create (developer mode) → paste the URL, no authentication.
Cursor — click the badge above, or add to ~/.cursor/mcp.json:
{ "mcpServers": { "thrifle": { "url": "https://api.thrifle.com/api/mcp" } } }
VS Code — click the badge above, or code --add-mcp '{"name":"thrifle","type":"http","url":"https://api.thrifle.com/api/mcp"}'.
Perplexity (+ Custom connector → Remote), Grok (grok.com/connectors → Custom), Mistral Le Chat (Connectors → Custom MCP Connector), Gemini CLI (httpUrl under mcpServers), Gemini Enterprise (Manage team → Connected apps → Add MCP Server) all accept the same URL.
Claude Code plugin — this repo is also a Claude Code plugin (.claude-plugin/plugin.json, .mcp.json, and a thrifle-shopping skill that teaches the model which tool answers which question).
curl -s https://api.thrifle.com/api/mcp | jq .tools
curl -s -X POST https://api.thrifle.com/api/mcp \ -H 'content-type: application/json' -H 'accept: application/json, text/event-stream' \ -d '{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"get_return_policy","arguments":{"merchant":"Costco"}}}'
git clone https://github.com/ejazmu/thrifle-mcp && cd thrifle-mcp
npm install npm start # http://127.0.0.1:8787/mcp, reading Thrifle's public API npm test # 17 protocol + shaping fixtures, no network needed
This is the same code that serves api.thrifle.com/api/mcp. THRIFLE_API_BASE points it at a different API base; MCP_RATE_PER_MIN / MCP_RATE_PER_DAY set the per-IP limits; MCP_API_KEYS (comma-separated) lists keys that bypass them via Authorization: Bearer.
McpServer + transport per request, JSON responses, no sessions — nothing to resume, nothing shared between callers, nothing for a CDN to buffer. GET on the endpoint returns a human-readable discovery document.src/api-client.js is a 60-line loopback fetch.src/shape.js turns each API response into the facts plus the canonical thrifle.com url and a cite block, and drops internal fields. Pure functions, all covered by fixtures.readOnlyHint: true; the catalogue in src/tools.js has no write path.Free for assistants answering a person's question: 60 calls a minute and 1,500 a day per address. Bulk or commercial use is licensed — see thrifle.com/data-licensing; a licence comes with a key that lifts the limits. Deal buy_url values are thrifle.com redirects and may be affiliate links.
Docs: https://thrifle.com/mcp · Return-policy database: https://thrifle.com/return-policy · Price Predict: https://thrifle.com/price-predict · Money: https://thrifle.com/money · Contact: hello@thrifle.com
MIT licensed. © 2026 Thrifle Technologies LLC.