MCP MeasureMCP Measure

index observed

Kooma — Bambara AI

Bambara AI over MCP: text-to-speech, transcription and translation (Bamanankan + more).

Should I use this

Quality & Safety

B
Description quality
80%
Schema completeness
83%
Naming quality
80%
Poisoning risk
100%
Permission match
100%
Protocol compliance
100%

Findings (2)

  • LOWTool 'kooma_translate' description lacks action verbin kooma_translate
  • LOWTool 'kooma_transcribe_from_url' description lacks action verbin kooma_transcribe_from_url

Based on automated analysis of tool definitions and protocol compliance.

Context Cost

~505Tokens (tool definitions)
~719 BTypical response size
Minimal attention impact (0.39% of 128k context)

This is the approximate number of tokens consumed each time the server's tools are loaded into a model's context. Higher counts reduce the attention available for other tasks.

Install

One-Click Install

Add this to your `claude_desktop_config.json` file:

{
  "mcpServers": {
    "kooma": {
      "url": "https://mcp.kooma.ai/mcp"
    }
  }
}

Remote endpoints

https://mcp.kooma.ai/mcpstreamable-http

What it can do

Tool inventory

Tools (4)

🟢 Read-only🟡 Write🔴 Delete⚪ Unknown
🟢kooma_list_voices

Liste les voix bambara disponibles pour la synthese vocale, avec leur identifiant, leur nom et leur genre. A appeler avant kooma_text_to_speech : les identifiants varient d'un compte a l'autre et ne doivent jamais etre codes en dur.

Input Schema

{
  "type": "object",
  "properties": {},
  "additionalProperties": false
}
🟢kooma_text_to_speech(text, voice, format)

Transforme un texte en audio avec une voix bambara. Renvoie l'audio. Utiliser kooma_list_voices pour obtenir un identifiant de voix valide.

Input Schema

{
  "type": "object",
  "properties": {
    "text": {
      "type": "string",
      "description": "Le texte a lire a voix haute."
    },
    "voice": {
      "type": "string",
      "description": "Identifiant de voix, obtenu via kooma_list_voices."
    },
    "format": {
      "type": "string",
      "enum": [
        "wav",
        "mp3"
      ],
      "default": "wav",
      "description": "Format de sortie. wav est sans perte, mp3 est plus leger."
    }
  },
  "required": [
    "text",
    "voice"
  ],
  "additionalProperties": false
}
⚪kooma_translate(text, target, source)

Traduit un texte entre le bambara et 13 autres langues. Les codes de langue combinent langue et ecriture : bam_Latn (bambara), fra_Latn (francais), eng_Latn (anglais), et ainsi de suite.

Input Schema

{
  "type": "object",
  "properties": {
    "text": {
      "type": "string",
      "description": "Le texte a traduire."
    },
    "target": {
      "type": "string",
      "description": "Code de la langue cible, par exemple bam_Latn."
    },
    "source": {
      "type": "string",
      "description": "Code de la langue source. Facultatif : detecte sinon."
    }
  },
  "required": [
    "text",
    "target"
  ],
  "additionalProperties": false
}
⚪kooma_transcribe_from_url(url)

Transcrit en texte un fichier audio ou video accessible par une URL publique en HTTPS. La langue est detectee automatiquement. Le fichier est plafonne a 25 Mo.

Input Schema

{
  "type": "object",
  "properties": {
    "url": {
      "type": "string",
      "description": "URL HTTPS publique du fichier audio ou video."
    }
  },
  "required": [
    "url"
  ],
  "additionalProperties": false
}

Recommended Prompts

list_items
List all [items] available in Kooma — Bambara AI
Expected tools: kooma_list_voices
browse_collection
Show me the [collection] from Kooma — Bambara AI
Expected tools: kooma_list_voices

Community

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Evidence

Recent observations

verifiedversion not recorded4 tools
verifiedversion not recorded4 tools