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8 clients · secrets stay placeholders

JSON (mcpServers)Claude CodeCodexOpenCodeCursorVS CodeGemini CLIGoose

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

claude mcp add --transport http swift-ai https://mcp.jojapi.com/swift-ai

[mcp_servers.swift-ai]
url = "https://mcp.jojapi.com/swift-ai"

{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "swift-ai": {
      "type": "remote",
      "url": "https://mcp.jojapi.com/swift-ai",
      "enabled": true
    }
  }
}

{
  "mcpServers": {
    "swift-ai": {
      "type": "http",
      "url": "https://mcp.jojapi.com/swift-ai"
    }
  },
  "deeplink": "cursor://anysphere.cursor-deeplink/mcp/install?name=swift-ai&config=eyJ0eXBlIjoiaHR0cCIsInVybCI6Imh0dHBzOi8vbWNwLmpvamFwaS5jb20vc3dpZnQtYWkifQ%3D%3D"
}

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

{
  "mcpServers": {
    "swift-ai": {
      "httpUrl": "https://mcp.jojapi.com/swift-ai"
    }
  }
}

extensions:
  "swift-ai":
    enabled: true
    name: "swift-ai"
    type: streamable_http
    uri: "https://mcp.jojapi.com/swift-ai"
    timeout: 300

Quality 73 / 100needs work

protocol75 · weight 25

warn
protocol.modernnewest supported version is 2025-06-18; 2026-07-28 not supported, older versions are deprecated until 2027-07-28
n/a
protocol.statelessonly applies to 2026-07-28 servers
pass
protocol.transportstreamable HTTP
n/a
protocol.list_ttlonly applies to 2026-07-28 servers

authorizationn/a · weight 15

n/a
auth.prm, auth.as_metadata, auth.cimdno remote uses OAuth
n/a
auth.secret_in_urlno templated URL

tool hygiene71 · weight 30

pass
tools.descriptionsevery tool has a description
pass
tools.description_lengthdescriptions are concise
pass
tools.schemasevery tool has an object input schema
fail
tools.annotationsno tool declares readOnlyHint or destructiveHint, so clients cannot tell safe calls from risky ones
fail
tools.directory_hintsno tool declares all four of readOnlyHint, destructiveHint, idempotentHint and openWorldHint; missing: post_chat_completions (readOnlyHint, destructiveHint, idempotentHint, openWorldHint); post_moderations (readOnlyHint, destructiveHint, idempotentHint, openWorldHint); post_audio_speech (readOnlyHint, destructiveHint, idempotentHint, openWorldHint); …
pass
tools.token_costabout 397 tokens to load every tool
pass
tools.api_dumptools are not a one-to-one API dump

stability75 · weight 15

warn
stability.changes26 tool changes in 30 days
pass
stability.rug_pullno tool changed its meaning under the same name

dependenciesn/a · weight 15

n/a
deps.known_vulns, deps.mcp_sdk_version, deps.resolvableno npm or PyPI package

5 tools, about 397 tokens to load them all · tool set 7964f1856699 · tools last changed 2026-10-14 · checked 2026-10-19 19:33 UTC

Tool changes

2026-10-14post_chat_completionschangeddescription
before
Creates a model response for the given chat conversation. Group: Chat. Billing per call: Credits: metered (~3.03 avg).
after · 94% of words in common
Creates a model response for the given chat conversation. Group: Chat. Billing per call: Credits: metered (~3 avg).
2026-10-13post_chat_completionschangeddescription
before
Creates a model response for the given chat conversation. Group: Chat. Billing per call: Credits: metered (~3.07 avg).
after · 90% of words in common
Creates a model response for the given chat conversation. Group: Chat. Billing per call: Credits: metered (~3.03 avg).
2026-10-12post_chat_completionschangeddescription
before
Creates a model response for the given chat conversation. Group: Chat. Billing per call: Credits: metered (~120.26 avg).
after · 80% of words in common
Creates a model response for the given chat conversation. Group: Chat. Billing per call: Credits: metered (~3.07 avg).
2026-10-12get_modelschangeddescription
before
Return a list of available models on this API Group: List Models. Billing per call: Credits: metered (~0.5 avg).
after · 83% of words in common
Return a list of available models on this API Group: List Models. Billing per call: Credits: metered.
2026-10-12post_embeddingschangeddescription
before
Creates an embedding vector representing the input text. Group: Embeddings. Billing per call: Credits: metered (~0 avg).
after · 88% of words in common
Creates an embedding vector representing the input text. Group: Embeddings. Billing per call: Credits: metered.
2026-10-12post_audio_speechchangeddescription
before
Generates audio from the input text. Group: Audio. Billing per call: Credits: metered (~187 avg).
after · 86% of words in common
Generates audio from the input text. Group: Audio. Billing per call: Credits: metered.
2026-10-12post_chat_completionschangeddescription
before
Creates a model response for the given chat conversation. Group: Chat. Billing per call: Credits: metered (~204.78 avg).
after · 80% of words in common
Creates a model response for the given chat conversation. Group: Chat. Billing per call: Credits: metered (~120.26 avg).
2026-10-12post_chat_completionschangeddescription
before
Creates a model response for the given chat conversation. Group: Chat. Billing per call: Credits: metered (~204.69 avg).
after · 90% of words in common
Creates a model response for the given chat conversation. Group: Chat. Billing per call: Credits: metered (~204.78 avg).
2026-10-11post_chat_completionschangeddescription
before
Creates a model response for the given chat conversation. Group: Chat. Billing per call: Credits: metered (~204.61 avg).
after · 90% of words in common
Creates a model response for the given chat conversation. Group: Chat. Billing per call: Credits: metered (~204.69 avg).
2026-10-10post_chat_completionschangeddescription
before
Creates a model response for the given chat conversation. Group: Chat. Billing per call: Credits: metered (~204.53 avg).
after · 90% of words in common
Creates a model response for the given chat conversation. Group: Chat. Billing per call: Credits: metered (~204.61 avg).

Showing the latest 10. Full history: list_changes · trend: quality JSON.

Checks run on what our credential-free, read-only probes observe; tools are never called and no code audit is performed. How it is computed.

Trust 79 / 100

no-repository

provenance55

liveness99

freshness85

hygiene80

+dns-namespace +website +reachable +uptime-98% ~updated-61d-ago -no-repository

Derived from observable signals (official registry feed and our own credential-free probes); no code audit performed. How it is computed.

Endpoints

remote	auth	reachable	uptime 30d	p50	protocol	last ok
`https://mcp.jojapi.com/swift-ai` streamable-http	none	yes	98%	435 ms	2025-06-18	2026-10-19

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.

Schemas: list_tools.

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Official server.json

{
  "name": "com.jojapi/swift-ai",
  "$schema": "https://static.modelcontextprotocol.io/schemas/2025-09-29/server.schema.json",
  "remotes": [
    {
      "url": "https://mcp.jojapi.com/swift-ai",
      "type": "streamable-http"
    }
  ],
  "version": "1.0.0",
  "websiteUrl": "https://jojapi.com/hub/api/swift-ai",
  "description": "Swift AI: Access a wide range of AI models⚡, including OpenAI 🤖,DeepSeek 🔍, Claude 🧠, Gemini 🌟, and."
}