# com.jojapi/swift-ai

> Swift AI: Access a wide range of AI models⚡, including OpenAI 🤖,DeepSeek 🔍, Claude 🧠, Gemini 🌟, and.

- name: com.jojapi/swift-ai
- version: 1.0.0
- connection class: R0 (autonomous)
- trust: 79/100 flags: no-repository
- quality: 73/100 (needs work)
- owner: not claimed
- descriptor: https://api.protogrid.dev/v1/servers/com.jojapi%2Fswift-ai
- tools: https://api.protogrid.dev/v1/servers/com.jojapi%2Fswift-ai/tools

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

## Connection (mcpServers)

```json
{
  "mcpServers": {
    "swift-ai": {
      "type": "http",
      "url": "https://mcp.jojapi.com/swift-ai"
    }
  }
}
```


## Trust

- hygiene: 80
- liveness: 99
- freshness: 85
- provenance: 55
- drivers: +dns-namespace +website +reachable +uptime-98% ~updated-62d-ago -no-repository
- Derived from observable signals (official registry feed and our own credential-free probes); no code audit performed.

## Quality 73/100 (needs work)

### protocol: 75 (weight 25)

- warn `protocol.modern`: newest supported version is 2025-06-18; 2026-07-28 not supported, older versions are deprecated until 2027-07-28
- n/a `protocol.stateless`: only applies to 2026-07-28 servers
- pass `protocol.transport`: streamable HTTP
- n/a `protocol.list_ttl`: only applies to 2026-07-28 servers

### 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: 71 (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
- fail `tools.annotations`: no tool declares readOnlyHint or destructiveHint, so clients cannot tell safe calls from risky ones
- fail `tools.directory_hints`: no tool declares all four of readOnlyHint, destructiveHint, idempotentHint and openWorldHint; missing: post_moderations (readOnlyHint, destructiveHint, idempotentHint, openWorldHint); post_chat_completions (readOnlyHint, destructiveHint, idempotentHint, openWorldHint); post_audio_speech (readOnlyHint, destructiveHint, idempotentHint, openWorldHint); …
- pass `tools.token_cost`: about 397 tokens to load every tool
- pass `tools.api_dump`: tools are not a one-to-one API dump

### stability: 75 (weight 15)

- warn `stability.changes`: 26 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: 5, about 397 tokens to load them all
- tool set hash: 7964f1856699a672e766f6a475222b0a
- tools last changed: 2026-10-14T02:31:49.106Z
- badge: [![protogrid quality](https://protogrid.dev/badge/com.jojapi/swift-ai.svg)](https://protogrid.dev/servers/com.jojapi/swift-ai)
- Checks run on what our credential-free, read-only probes observe; tools are never called and no code audit is performed.

### Tool changes

- 2026-10-14 `post_chat_completions` changed (description)
  - before: Creates a model response for the given chat conversation. Group: Chat. Billing per call: Credits: metered (~3.03 avg).
  - after: Creates a model response for the given chat conversation. Group: Chat. Billing per call: Credits: metered (~3 avg).
- 2026-10-13 `post_chat_completions` changed (description)
  - before: Creates a model response for the given chat conversation. Group: Chat. Billing per call: Credits: metered (~3.07 avg).
  - after: Creates a model response for the given chat conversation. Group: Chat. Billing per call: Credits: metered (~3.03 avg).
- 2026-10-12 `post_chat_completions` changed (description)
  - before: Creates a model response for the given chat conversation. Group: Chat. Billing per call: Credits: metered (~120.26 avg).
  - after: Creates a model response for the given chat conversation. Group: Chat. Billing per call: Credits: metered (~3.07 avg).
- 2026-10-12 `get_models` changed (description)
  - before: Return a list of available models on this API Group: List Models. Billing per call: Credits: metered (~0.5 avg).
  - after: Return a list of available models on this API Group: List Models. Billing per call: Credits: metered.
- 2026-10-12 `post_embeddings` changed (description)
  - before: Creates an embedding vector representing the input text. Group: Embeddings. Billing per call: Credits: metered (~0 avg).
  - after: Creates an embedding vector representing the input text. Group: Embeddings. Billing per call: Credits: metered.
- 2026-10-12 `post_audio_speech` changed (description)
  - before: Generates audio from the input text. Group: Audio. Billing per call: Credits: metered (~187 avg).
  - after: Generates audio from the input text. Group: Audio. Billing per call: Credits: metered.
- 2026-10-12 `post_chat_completions` changed (description)
  - before: Creates a model response for the given chat conversation. Group: Chat. Billing per call: Credits: metered (~204.78 avg).
  - after: Creates a model response for the given chat conversation. Group: Chat. Billing per call: Credits: metered (~120.26 avg).
- 2026-10-12 `post_chat_completions` changed (description)
  - before: Creates a model response for the given chat conversation. Group: Chat. Billing per call: Credits: metered (~204.69 avg).
  - after: Creates a model response for the given chat conversation. Group: Chat. Billing per call: Credits: metered (~204.78 avg).
- 2026-10-11 `post_chat_completions` changed (description)
  - before: Creates a model response for the given chat conversation. Group: Chat. Billing per call: Credits: metered (~204.61 avg).
  - after: Creates a model response for the given chat conversation. Group: Chat. Billing per call: Credits: metered (~204.69 avg).
- 2026-10-10 `post_chat_completions` changed (description)
  - before: Creates a model response for the given chat conversation. Group: Chat. Billing per call: Credits: metered (~204.53 avg).
  - after: Creates a model response for the given chat conversation. Group: Chat. Billing per call: Credits: metered (~204.61 avg).

Full history: https://api.protogrid.dev/v1/servers/com.jojapi%2Fswift-ai/changes

## Remotes

- https://mcp.jojapi.com/swift-ai (streamable-http, auth none, reachable true, uptime30d 0.9830508)

## Packages

_none_

## Tools (5)

- `get_models`: Return a list of available models on this API Group: List Models. Billing per call: Credits: metered.
- `post_audio_speech`: Generates audio from the input text. Group: Audio. Billing per call: Credits: metered.
- `post_chat_completions`: Creates a model response for the given chat conversation. Group: Chat. Billing per call: Credits: metered (~3 avg).
- `post_embeddings`: Creates an embedding vector representing the input text. Group: Embeddings. Billing per call: Credits: metered.
- `post_moderations`: Classifies if text is potentially harmful. Group: Moderations. Billing per call: Credits: metered.