Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Description from the maker (original English)
GuruWalk affiliate program for AI agents. Free walking tours in 100+ countries. Earn per booking.
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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.
AuthorizationValues marked secret are keys to your account. Never share them or paste them into a chat.
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This address needs a key in a request header, which the add-connector menu cannot set. Use Claude Code, Cursor or VS Code instead.
Run this in your terminal
claude mcp add --transport http affiliates https://back.guruwalk.com/mcp/affiliates --header 'Authorization: your-value'Fill in the empty values before running it.
Paste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"affiliates": {
"url": "https://back.guruwalk.com/mcp/affiliates",
"headers": {
"Authorization": "your-value"
}
}
}
}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": {
"affiliates": {
"type": "http",
"url": "https://back.guruwalk.com/mcp/affiliates",
"headers": {
"Authorization": "your-value"
}
}
}
}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.
This address needs a key in a request header, which the add-connector menu cannot set. Use Claude Code, Cursor or VS Code instead.
Your choice stays on this device in a cookie; no account needed.
Authorization secret required HTTP headerThese 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 10, 2026
The registry name was verified against the domain guruwalk.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.
You need to fill in: Authorization
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 8 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, ONE — pagos en Monero y trueque de cómputo
Servers in the same category from other makers, sorted by stars.
Reading a card:↓ Downloads per weeki★ 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.
MCP del agente ONE: cobros y pagos XMR, libro auditable y trueque de cómputo. AliceLabs LLC.
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GuruWalk exposes a subset of its tour catalog through the Model Context Protocol (MCP), allowing affiliates to embed tour discovery, browsing, and availability checking directly into their own AI agents and assistants.
All URLs returned by the tools include your affiliate ?ref= parameter automatically, so bookings driven by your agent are attributed to your account.
POST https://back.guruwalk.com/mcp/affiliates
The server implements MCP over Streamable HTTP, stateless mode. Every request is independent — no session state is maintained between calls.
Include your API key on every request using one of these headers:
Authorization: Bearer <api_key>
or
Api-Key: <api_key>
Requests without a valid key receive 401 Unauthorized.
This server follows the MCP specification. Use any MCP-compatible client library:
mcp@modelcontextprotocol/sdkThe transport is Streamable HTTP (not SSE, not stdio). The server is stateless — pass stateless: true (or equivalent) in your client transport configuration.
discover_destinationFind free walking tours available in a city. Returns the destination info, tour categories to browse, and a paginated list of featured tours. Optionally filter by date range and language.
Parameters
| Name | Type | Required | Default | Description |
|---|---|---|---|---|
destination | string | yes | — | City or destination name, e.g. "Rome", "Barcelona" |
language | string | no | "en" | Language for tour names and descriptions. One of: en, es, de, it |
start_date | string | no | — | Only show tours available from this date (YYYY-MM-DD) |
end_date | string | no | — | Only show tours available until this date (YYYY-MM-DD) |
page | integer | no | 1 | Page number for the featured tours list |
Response
{
"place": { "id": 12, "name": "Rome", "slug": "rome", "country": "Italy", "has_free_tours": true }, "pagination": { "page": 1, "per_page": 12, "total_count": 34 }, "categories": [ { "id": 5, "name": "Ancient Rome", "url": "https://www.guruwalk.com/en/walks/rome/ancient-rome?ref=myaffiliate" } ], "featured_products": [ { "id": 101, "name": "Classic Rome Free Tour", "slug": "classic-rome-free-tour", "rating_out_of_5": 4.9, "reviews_count": 312, "image_url": "https://cdn.guruwalk.com/tours/101.jpg", "url": "https://www.guruwalk.com/walks/classic-rome-free-tour?ref=myaffiliate" } ] }
browse_categoryList free walking tours within a category. Use a category_id from discover_destination results. Returns paginated tours with ratings, images, and booking URLs.
Parameters
| Name | Type | Required | Default | Description |
|---|---|---|---|---|
category_id | integer | yes | — | Category ID returned by discover_destination |
language | string | no | "en" | Language for tour names and category labels. One of: en, es, de, it |
page | integer | no | 1 | Page number for paginated results |
Response
{
"category": { "id": 5, "name": "Ancient Rome", "url": "https://www.guruwalk.com/en/walks/rome/ancient-rome?ref=myaffiliate" }, "place": { "name": "Rome", "slug": "rome" }, "pagination": { "page": 1, "per_page": 12, "total_count": 8 }, "products": [ { "id": 101, "name": "Classic Rome Free Tour", "slug": "classic-rome-free-tour", "rating_out_of_5": 4.9, "reviews_count": 312, "image_url": "https://cdn.guruwalk.com/tours/101.jpg", "url": "https://www.guruwalk.com/walks/classic-rome-free-tour?ref=myaffiliate" } ] }
check_availabilityCheck when a free walking tour has upcoming events. Use a tour_id from discover_destination or browse_category results. Returns available time slots with dates, times, languages, and booking URLs.
Parameters
| Name | Type | Required | Default | Description |
|---|---|---|---|---|
tour_id | integer | yes | — | Tour ID from discover_destination or browse_category results |
from_date | string | yes | — | Start of date range (YYYY-MM-DD) |
to_date | string | yes | — | End of date range (YYYY-MM-DD) |
language | string | no | "en" | Language for tour names and descriptions. One of: en, es, de, it |
Response
The dates object contains one key per day in the requested range. Days with no events have an empty array.
{
"tour_id": 101, "from_date": "2025-06-10", "to_date": "2025-06-12", "dates": { "2025-06-10": [ { "event_id": 9901, "start_time": "10:00", "language": "en", "last_seats": false, "booking_url": "https://www.guruwalk.com/walks/classic-rome-free-tour?beginsAt=2025-06-10&endsAt=2025-06-10&ref=myaffiliate" } ], "2025-06-11": [], "2025-06-12": [ { "event_id": 9902, "start_time": "11:00", "language": "en", "last_seats": true, "booking_url": "https://www.guruwalk.com/walks/classic-rome-free-tour?beginsAt=2025-06-12&endsAt=2025-06-12&ref=myaffiliate" } ] } }
A natural conversation flow for a travel assistant looks like this:
1. discover_destination(destination: "Barcelona", language: "en")
→ get place info, category list, and featured tours
You can also skip step 2 and go directly from discover_destination to check_availability if the user already selected a tour from the featured list.
All url and booking_url fields in every tool response automatically include ?ref= so bookings originating from your agent are tracked and credited to your account. Do not strip or modify these parameters.