# Kunkafa

> Market forecasts with their own track record, inside Claude, ChatGPT and other MCP apps.

- name: com.kunkafa/kunkafa
- version: 1.0.0
- connection class: R0 (autonomous)
- trust: 96/100
- quality: 92/100 (strong)
- owner: not claimed
- descriptor: https://api.protogrid.dev/v1/servers/com.kunkafa%2Fkunkafa
- tools: https://api.protogrid.dev/v1/servers/com.kunkafa%2Fkunkafa/tools

**An agent can connect right now, no human step.** Remote endpoint, no authentication, reachable on the last probe.

## Connection (mcpServers)

```json
{
  "mcpServers": {
    "kunkafa": {
      "type": "http",
      "url": "https://kunkafa.com/mcp"
    }
  }
}
```


## Trust

- hygiene: 100
- liveness: 100
- freshness: 100
- provenance: 85
- drivers: +repository +dns-namespace +website +reachable +uptime-100% +updated-17d-ago
- Derived from observable signals (official registry feed and our own credential-free probes); no code audit performed.

## Quality 92/100 (strong)

### protocol: 88 (weight 25)

- pass `protocol.modern`: supports 2026-07-28 (server/discover)
- pass `protocol.stateless`: answers without a session
- pass `protocol.transport`: streamable HTTP
- warn `protocol.list_ttl`: tools/list declares ttlMs 0, so clients re-fetch it on every use

### authorization: n/a (weight 15)

- n/a `auth.prm`, `auth.as_metadata`, `auth.cimd`: no remote uses OAuth
- n/a `auth.secret_in_url`: no templated URL

### tool hygiene: 93 (weight 30)

- pass `tools.descriptions`: every tool has a description
- pass `tools.description_length`: descriptions are concise
- pass `tools.schemas`: every tool has an object input schema
- pass `tools.annotations`: 9 of 9 tools declare readOnlyHint or destructiveHint
- warn `tools.directory_hints`: 2 of 9 tools declare all four hints; missing: get_glossary (idempotentHint); get_outlooks (idempotentHint); get_performance (idempotentHint); …
- pass `tools.token_cost`: about 1,675 tokens to load every tool
- pass `tools.api_dump`: tools are not a one-to-one API dump

### stability: 100 (weight 15)

- pass `stability.changes`: no tool changes in 30 days
- pass `stability.rug_pull`: no tool changed its meaning under the same name

### dependencies: n/a (weight 15)

- n/a `deps.known_vulns`, `deps.mcp_sdk_version`, `deps.resolvable`: no npm or PyPI package

- tools: 9, about 1,675 tokens to load them all
- tool set hash: 9487952a86d9253231764bf5b78bafe9
- badge: [![protogrid quality](https://protogrid.dev/badge/com.kunkafa/kunkafa.svg)](https://protogrid.dev/servers/com.kunkafa/kunkafa)
- Checks run on what our credential-free, read-only probes observe; tools are never called and no code audit is performed.

### Tool changes

_No tool definition changes recorded._

## Remotes

- https://kunkafa.com/mcp (streamable-http, auth none, reachable true, uptime30d 1)

## Packages

_none_

## Tools (9)

- `follow_market`: Follow a market for this account. Check canFollow in get_usage first. Replacing a followed market is allowed once every 30 days: ask the user, then call with confirmReplacement true.
- `get_account_links`: Links to create an account, sign in and manage connections.
- `get_glossary`: What every Kunkafa term and number means and how to read them. Call once before explaining results. No sign-in needed.
- `get_outlooks`: Current forecasts for one market; one market per call by design, so data is not pulled in bulk. Choose durations (exact or a range) and optionally direction, confidence or target filters. At most 6 durations and 72 forecasts per call; calls can run in parallel.
- `get_performance`: How often past forecasts touched their target, by confidence level and period. Pass probabilityPercent for the matching row (headline).
- `get_results`: Recent example forecasts with their outcomes; not a full record.
- `get_usage`: Remaining allowances, what one get_outlooks call returns, and this connection's permissions, canFollow and expiry. Uses no allowance.
- `list_markets`: Markets this account can read, each with the durations that have forecasts now, and what it follows. Page with page.nextCursor.
- `unfollow_market`: Stop following a market; its data stops being readable. Check canFollow in get_usage first.