Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Description from the maker (original English)
Read Klips, dashboards, data sources and users; refresh data source instances in Klipfolio.
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://klipfolio.usefulapi.io/mcpRun this in your terminal
claude mcp add --transport http klipfolio https://klipfolio.usefulapi.io/mcpPaste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"klipfolio": {
"url": "https://klipfolio.usefulapi.io/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": {
"klipfolio": {
"type": "http",
"url": "https://klipfolio.usefulapi.io/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://klipfolio.usefulapi.io/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.
Tool names and descriptions exactly as the server reported them on Nov 6, 2026. The maker wrote them, not us; we show them as plain text.
klipfolio_get_profileGet the user and company that own the API key. Add full=true for tab instances, groups and permissions. Klipfolio API: GET /profile.
klipfolio_list_klipsList Klips (the charts and tables on dashboards) the user can access. Filter by data source or client. Klipfolio API: GET /klips.
klipfolio_get_klipGet one Klip by id. Add full=true to include share rights. Klipfolio API: GET /klips/{id}.
klipfolio_list_dashboardsList dashboards (the API calls them tabs). Klipfolio API: GET /tabs.
klipfolio_get_dashboardGet one dashboard (tab) by id. Add full=true for the Klip instances and share rights. Klipfolio API: GET /tabs/{id}.
klipfolio_list_datasourcesList data sources with refresh interval, last refresh time and whether the source is dynamic. Klipfolio API: GET /datasources.
klipfolio_get_datasourceGet one data source: connector, format, refresh interval, disabled state and dates. Klipfolio API: GET /datasources/{id}.
klipfolio_list_datasource_instancesList data source instances with refresh failure count, data size and last refresh time. Use it to find stale or failing data. Klipfolio API: GET /datasource-instances.
klipfolio_get_datasource_instanceGet one data source instance by id. Klipfolio API: GET /datasource-instances/{id}.
klipfolio_get_datasource_instance_dataGet the stored data of a data source instance (CSV or JSON text, as the source holds it). The reply can be large. Klipfolio API: GET /datasource-instances/{id}/data.
klipfolio_list_usersList users of the company. Search by email or external id, and add roles or groups. Klipfolio API: GET /users.
klipfolio_list_groupsList user groups of the company. Klipfolio API: GET /groups.
klipfolio_refresh_datasource_instanceWRITE: queue a refresh of one data source instance so its Klips get new data. The refresh replaces the stored data and runs later, not at once. A repeat call queues another refresh. It uses the vendor's own refresh quota. Klipfolio API: POST /datasource-instances/{id}/@/refresh.
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 6, 2026
The registry name was verified against the domain usefulapi.io (the registry checks domain ownership)
We have not read this repo from GitHub yet
We have not read this repo from GitHub yet
Responded in 16 ms (HTTP 200)
No sign-in needed
Read 13 tool descriptions and found no hidden instructions to the AI
Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.
It passed 3 of 3 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 (1.2.4) reached the registry today.
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, zanadir
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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Use your Klipfolio account from Claude, Cursor, or any MCP client. Read Klips, dashboards, data sources, data and users, and refresh data source instances. Hosted, no local install: connect with your own credentials.
Live endpoint: https://klipfolio.usefulapi.io/mcp · Homepage: https://usefulapi.io
https://klipfolio.usefulapi.io/mcp.claude mcp add --transport http klipfolio https://klipfolio.usefulapi.io/mcp, then run /mcp to log in.{
"mcpServers": { "klipfolio": { "url": "https://klipfolio.usefulapi.io/mcp" } } }
Add only the URL. Do not add an Authorization header or an API key to the client config: the server signs you in with OAuth, and the login page asks for your Klipfolio credentials.
Step-by-step setup, where to find your credentials, and FAQ: https://usefulapi.io/klipfolio/
On first connect you provide a Klipfolio API key (Klipfolio → My Profile, or Users for an administrator). The server validates it and stores it per user. No keys go in config files.
| Tool | Type | What it does |
|---|---|---|
klipfolio_get_profile | read | Get my profile |
klipfolio_list_klips | read | List Klips |
klipfolio_get_klip | read | Get a Klip |
klipfolio_list_dashboards | read | List dashboards |
klipfolio_get_dashboard | read | Get a dashboard |
klipfolio_list_datasources | read | List data sources |
klipfolio_get_datasource | read | Get a data source |
klipfolio_list_datasource_instances | read | List data source instances |
klipfolio_get_datasource_instance | read | Get a data source instance |
klipfolio_get_datasource_instance_data | read | Get data source data |
klipfolio_list_users | read | List users |
klipfolio_list_groups | read | List groups |
klipfolio_refresh_datasource_instance | write | Refresh a data source instance |
klipfolio_usage_status | meta | Usage status (free-tier meter) |
klipfolio_request_feature | meta | Request a missing feature |
klipfolio_upgrade | meta | Upgrade to Pro or Pro+ |
klipfolio_cancel_subscription | meta | Cancel the Pro subscription |
read tools are read-only; write tools mutate data (clients should confirm them); meta tools report usage, manage your subscription or send a feature request.
| Plan | Price | Limit |
|---|---|---|
| Free | $0 | 50 tool calls / month |
| Pro (per user) | $9/mo or $90/yr (2 months free) | Unlimited* |
\*Pro has a fair use limit of 10,000 tool calls a month on this server. For more, write to support@usefulapi.io.
Pro covers this server only. Subscribe with klipfolio_upgrade (it returns a Stripe Checkout link). Cancel any time with klipfolio_cancel_subscription: Pro continues to the end of the paid period, with no refund for the current period, and running klipfolio_upgrade before then undoes the cancel. Or write to support@usefulapi.io.
MIT — see LICENSE. Documentation only; the server is hosted.