Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Description from the maker (original English)
Market forecasts with their own track record, inside Claude, ChatGPT and other MCP apps.
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.
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Works in Claude on the web, desktop and mobile:
https://kunkafa.com/mcpRun this in your terminal
claude mcp add --transport http kunkafa https://kunkafa.com/mcpPaste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"kunkafa": {
"url": "https://kunkafa.com/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": {
"kunkafa": {
"type": "http",
"url": "https://kunkafa.com/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://kunkafa.com/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 6, 2026
The registry name was verified against the domain kunkafa.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 34 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, Symantec Cloud DLP AIops
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Reading a card:★ GitHub starsiThree pillars: reviews · checks · usageiUpdated = latest version published to the registryi
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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.
Market forecasts with their own track record, inside Claude, ChatGPT and other MCP apps.
Kunkafa answers one question for any market it covers: how far could the price move, up or down, within a given time, and how confident is Kunkafa that it gets there? Every figure comes with the record of how often forecasts at that confidence were right — wrong calls included. Kunkafa never tells anyone to buy or sell. Probability, not advice.
Server URL: https://kunkafa.com/mcp (remote, streamable HTTP)
| App | How |
|---|---|
| Claude | Settings → Connectors → add a custom connector with the URL, then complete browser authorization. |
| ChatGPT | Set up a custom app in ChatGPT web developer mode, then select it in the conversation (plan and workspace restrictions apply). |
| Other MCP apps | Any app that supports remote MCP with browser OAuth. Never paste account credentials into an app. |
MCP is included in every plan, including Free.
| Tool | What it does | Writes? |
|---|---|---|
get_glossary | What every Kunkafa term and number means. No sign-in needed. | No |
get_account_links | Links to create an account, sign in and manage connections. No sign-in needed. | No |
list_markets | Markets this account can read, each with the durations that have forecasts now, and what it follows. | No |
get_outlooks | Current forecasts for one market: durations, direction, confidence and target filters (up to 6 durations, 72 forecasts per call). | No |
get_performance | How often past forecasts touched their target, by confidence level and period. | No |
get_results | Recent example forecasts with their outcomes. | No |
get_usage | Remaining allowances, this connection's permissions and expiry. Uses no allowance. | No |
follow_market | Follow a market for this account (needs the following:write permission). | Yes |
unfollow_market | Stop following a market (needs following:write). | Yes |
Every tool declares a typed input schema (each field described) and an output schema matching the published API contract, so clients can read replies as structured data.
OAuth 2.1 authorization code flow with PKCE, resource https://kunkafa.com/mcp. Discovery starts at https://kunkafa.com/.well-known/oauth-protected-resource/mcp. Read permissions: markets:read, outlooks:read, performance:read, results:read, usage:read; following:write follows and unfollows markets. Details: https://kunkafa.com/developers/security
US stocks and indices, crypto, gold, oil and currencies — the live list is returned by list_markets and shown at https://kunkafa.com/markets. Durations run from five minutes to seven years.
contact@kunkafa.com · https://kunkafa.com/developers/troubleshooting
This repository holds documentation only; the server is hosted by Kunkafa.