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8 clients · secrets stay placeholders

JSON (mcpServers)Claude CodeCodexOpenCodeCursorVS CodeGemini CLIGoose

{
  "mcpServers": {
    "kooma": {
      "type": "http",
      "url": "https://mcp.kooma.ai/mcp",
      "headers": {
        "Authorization": "Bearer ${KOOMA_TOKEN}"
      }
    }
  }
}

claude mcp add --transport http kooma https://mcp.kooma.ai/mcp --header "Authorization: Bearer ${KOOMA_TOKEN}"

[mcp_servers.kooma]
url = "https://mcp.kooma.ai/mcp"
bearer_token_env_var = "KOOMA_TOKEN"

{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "kooma": {
      "type": "remote",
      "url": "https://mcp.kooma.ai/mcp",
      "enabled": true,
      "headers": {
        "Authorization": "Bearer {env:KOOMA_TOKEN}"
      }
    }
  }
}

{
  "mcpServers": {
    "kooma": {
      "type": "http",
      "url": "https://mcp.kooma.ai/mcp",
      "headers": {
        "Authorization": "Bearer ${KOOMA_TOKEN}"
      }
    }
  },
  "deeplink": "cursor://anysphere.cursor-deeplink/mcp/install?name=kooma&config=eyJ0eXBlIjoiaHR0cCIsInVybCI6Imh0dHBzOi8vbWNwLmtvb21hLmFpL21jcCIsImhlYWRlcnMiOnsiQXV0aG9yaXphdGlvbiI6IkJlYXJlciAke0tPT01BX1RPS0VOfSJ9fQ%3D%3D"
}

{
  "servers": {
    "kooma": {
      "type": "http",
      "url": "https://mcp.kooma.ai/mcp",
      "headers": {
        "Authorization": "Bearer ${KOOMA_TOKEN}"
      }
    }
  }
}

{
  "mcpServers": {
    "kooma": {
      "httpUrl": "https://mcp.kooma.ai/mcp",
      "headers": {
        "Authorization": "Bearer ${KOOMA_TOKEN}"
      }
    }
  }
}

extensions:
  "kooma":
    enabled: true
    name: "kooma"
    type: streamable_http
    uri: "https://mcp.kooma.ai/mcp"
    headers:
      "Authorization": "Bearer ${KOOMA_TOKEN}"
    timeout: 300

Placeholders to fill from your own secret store: ${KOOMA_TOKEN}. The registry never accepts secret values.

Quality 79 / 100good

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: kooma_translate (readOnlyHint, destructiveHint, idempotentHint, openWorldHint); kooma_transcribe_from_url (readOnlyHint, destructiveHint, idempotentHint, openWorldHint); kooma_text_to_speech (readOnlyHint, destructiveHint, idempotentHint, openWorldHint); …
pass
tools.token_costabout 442 tokens to load every tool
pass
tools.api_dumptools are not a one-to-one API dump

stability100 · weight 15

pass
stability.changesno 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

4 tools, about 442 tokens to load them all · tool set c4957672627d · checked 2026-10-19 19:33 UTC

Tool changes

No tool definition changes recorded. A server's first observation is its baseline; later probes record what changes.

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

liveness98

freshness85

hygiene80

+dns-namespace +website +reachable +uptime-95% ~updated-55d-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.kooma.ai/mcp` streamable-http	api_key `${KOOMA_TOKEN}`	yes	95%	483 ms	2025-06-18	2026-10-19

Tools (4)

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

Schemas: list_tools.

Similar MCP servers

Official server.json

{
  "name": "ai.kooma/kooma",
  "title": "Kooma — Bambara AI",
  "$schema": "https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json",
  "remotes": [
    {
      "url": "https://mcp.kooma.ai/mcp",
      "type": "streamable-http",
      "headers": [
        {
          "name": "Authorization",
          "isSecret": true,
          "isRequired": true,
          "description": "API key as a bearer token, e.g. 'Bearer sk-intermo-...'. Create one at https://console.kooma.ai"
        }
      ]
    }
  ],
  "version": "1.0.0",
  "websiteUrl": "https://developer.kooma.ai/docs/mcp",
  "description": "Bambara AI over MCP: text-to-speech, transcription and translation (Bamanankan + more)."
}