# Kooma — Bambara AI (remote · mcp.kooma.ai)

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

- Trust score: 90/100 (high trust)
- Change this week: +1
- Registry status: active
- Liveness: live
- Owner verified: no
- Last scored: 2026-09-28

## Components

- remote · `mcp.kooma.ai`: 90/100 (this document), [markdown](https://verifymcp.io/servers/ai-kooma-kooma/mcp.md), [page](https://verifymcp.io/servers/ai-kooma-kooma/mcp)

## Channel facts

- Endpoint: `https://mcp.kooma.ai/mcp`
- Transports: `streamable-http`
- Auth: `required`
- Version: `1.0.0`

## Trust breakdown

How this component scores in each security and reliability category. Every signal is checked automatically against the live server, and we only credit what we can confirm. Scores are 0–100 per category. Scoring method: https://verifymcp.io/docs/scoring (what has changed: https://verifymcp.io/docs/scoring/changelog)

Scored 2026-09-28.

- **Endpoint Security**: 89/100
  - The endpoint's TLS certificate is valid, in date, and uses a strong key.
  - Authorisation is enforced on tool calls, but the challenge carries no valid RFC 9728 metadata, so a client cannot discover where to get a token.
  - HTTPS is enforced; there's no plaintext access path.
  - The HSTS (Strict-Transport-Security) header is present.
  - DNSSEC check failed: this domain isn't protected by DNSSEC.
- **Transport & Reachability**: 100/100
  - Verified streamable-http transport via a live MCP handshake.
- **Schema Quality & AI Usability**: 79/100
  - AI-judged instruction clarity (excellent).
  - Tool/resource definitions use about 396 tokens (~99/item across 4 items; 4 tools + 0 resources), lean.
  - Usage-examples check failed: none of the tools include examples.
- **Stability & Change Management**: 100/100
  - No destabilizing schema changes in the last 30 days.
- **Tool Coverage**: 100/100
  - 100% of tools have a non-trivial description (not blank, and not just the tool's name).
  - 100% of tool parameters carry a description.
- **Tool Safety**: 100/100
  - No prompt-injection markers were found in the server instructions, tool names or descriptions we captured.
  - We read all 4 captured tool definition(s), and no name or description among them implies an irreversible operation.
  - An AI judge read all 5 captured unit(s) of tool text and found none that tries to manipulate the model reading it.
- **Capabilities**: 60/100
  - Spec-recency check failed: implements MCP spec 2025-06-18; the latest is 2026-07-28.

## Install

### How do I install the Kooma — Bambara AI MCP server?

Kooma — Bambara AI is a hosted endpoint at https://mcp.kooma.ai/mcp, so there is nothing to install locally. Ready-made configuration for Claude, Cursor, VS Code, Codex and 5 more is on this page, copied from each client's own documentation.

### Claude

```bash
claude mcp add --transport http ai-kooma-kooma 'https://mcp.kooma.ai/mcp'
```

### Cursor

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

### VS Code

```json
{
  "servers": {
    "ai-kooma-kooma": {
      "type": "http",
      "url": "https://mcp.kooma.ai/mcp"
    }
  }
}
```

### Codex

```toml
[mcp_servers.ai-kooma-kooma]
url = "https://mcp.kooma.ai/mcp"
```

### opencode

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

### OpenClaw

```bash
openclaw mcp add ai-kooma-kooma --url 'https://mcp.kooma.ai/mcp' --transport streamable-http
```

### Hermes

```yaml
mcp_servers:
  ai-kooma-kooma:
    url: "https://mcp.kooma.ai/mcp"
```

### Netclaw

```json
{
  "McpServers": {
    "ai-kooma-kooma": {
      "Transport": "http",
      "Url": "https://mcp.kooma.ai/mcp"
    }
  }
}
```

### Vellum

```bash
assistant mcp add ai-kooma-kooma -t streamable-http -u 'https://mcp.kooma.ai/mcp'
```

### Other

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

The mcpServers block is a cross-client convention. Remote transports vary, so check your client's docs.

## Changelog

Every change recorded for this component, newest first. Days that predate change tracking, or that we cannot explain, say so: "we were watching and nothing happened" and "we were not watching" are different claims.

### 2026-09-28 (score 90, 0)

- [functional] We updated how we score, so this day's move reflects our rubric, not a change to the server

### 2026-09-25 (score 90, 0)

- [functional] We updated how we score, so this day's move reflects our rubric, not a change to the server

### 2026-09-24 (score 90, 0)

- [security] Stability: 0.97 → pass

### 2026-09-23 (score 90, +1)

No change was recorded against any check on this day. Stability & Change Management went from 93 to 97. That category is still filling its 30-day observation window: 28 days of observed history at the previous scan, 29 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-09-21 (score 89, +1)

No change was recorded against any check on this day. Stability & Change Management went from 87 to 90. That category is still filling its 30-day observation window: 26 days of observed history at the previous scan, 27 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-09-19 (score 88, +1)

No change was recorded against any check on this day. Stability & Change Management went from 80 to 83. That category is still filling its 30-day observation window: 24 days of observed history at the previous scan, 25 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-09-17 (score 87, +1)

No change was recorded against any check on this day. Stability & Change Management went from 73 to 77. That category is still filling its 30-day observation window: 22 days of observed history at the previous scan, 23 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-09-14 (score 86, +1)

No change was recorded against any check on this day. Stability & Change Management went from 63 to 67. That category is still filling its 30-day observation window: 19 days of observed history at the previous scan, 20 at this one. The score rises as the window fills, whether or not the server changes.

## MCP tools (4)

### `kooma_list_voices` (~66 tokens)

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` (~100 tokens)

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

Input parameters:

- `format` (string): Format de sortie. wav est sans perte, mp3 est plus leger.
- `text` (string, required): Le texte a lire a voix haute.
- `voice` (string, required): Identifiant de voix, obtenu via kooma_list_voices.

### `kooma_translate` (~113 tokens)

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 parameters:

- `source` (string): Code de la langue source. Facultatif : detecte sinon.
- `target` (string, required): Code de la langue cible, par exemple bam_Latn.
- `text` (string, required): Le texte a traduire.

### `kooma_transcribe_from_url` (~61 tokens)

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 parameters:

- `url` (string, required): URL HTTPS publique du fichier audio ou video.

## Diagnostics

Captured diagnostic sections: TLS, DNSSEC, Authorisation, Transports. The full working is on the page: https://verifymcp.io/servers/ai-kooma-kooma/mcp#diagnostics

## Score history

- 2026-09-28: 90
- 2026-09-27: 90
- 2026-09-26: 90
- 2026-09-25: 90
- 2026-09-24: 90
- 2026-09-23: 90
- 2026-09-22: 89
- 2026-09-21: 89
- 2026-09-20: 88
- 2026-09-19: 88
- 2026-09-18: 87
- 2026-09-17: 87
- 2026-09-16: 86
- 2026-09-15: 86
- 2026-09-14: 86
- 2026-09-13: 85
- 2026-09-12: 85
- 2026-09-11: 84
- 2026-09-10: 84
- 2026-09-09: 83
- 2026-09-08: 83
- 2026-09-07: 82
- 2026-09-06: 82
- 2026-09-05: 81
- 2026-09-04: 81
- 2026-09-03: 80
- 2026-09-02: 80
- 2026-09-01: 79
- 2026-08-31: 79
- 2026-08-30: 79

## Common questions

### What is the Kooma — Bambara AI MCP server?

Kooma — Bambara AI is an MCP server listed in the public MCP registry as ai.kooma/kooma. Bambara AI over MCP: text-to-speech, transcription and translation (Bamanankan + more). This page covers its hosted endpoint (https://mcp.kooma.ai/mcp).

### Is the Kooma — Bambara AI MCP server safe to use?

Kooma — Bambara AI scores 90 out of 100 on VerifyMCP. That is a record of what we were able to check automatically, not an endorsement. The category breakdown on this page shows every signal behind the number, including the ones we could not confirm.

### What tools does the Kooma — Bambara AI MCP server expose?

Kooma — Bambara AI exposes 4 tools: kooma_list_voices, kooma_text_to_speech, kooma_translate, kooma_transcribe_from_url. Their descriptions and schemas cost roughly 340 tokens of context every time the server is loaded.

### Does the Kooma — Bambara AI MCP server require authentication?

Yes. Kooma — Bambara AI asked us for credentials when we connected, so you will need to authorise it in your MCP client before it can do anything.

### Is the Kooma — Bambara AI MCP server still maintained?

Kooma — Bambara AI is still listed as active in the MCP registry. We last reached this channel on 28 September 2026. Those dates come from our own scans of the registry and the channel itself, not from anything the publisher announced.

## Links

- Remote endpoint: https://mcp.kooma.ai/mcp
- Authorisation metadata: https://mcp.kooma.ai/.well-known/oauth-protected-resource/mcp
- Website: https://developer.kooma.ai/docs/mcp
- Changelog RSS feed: https://verifymcp.io/servers/ai-kooma-kooma/mcp.xml
- Changelog JSON feed: https://verifymcp.io/servers/ai-kooma-kooma/mcp.json
- HTML version of this page: https://verifymcp.io/servers/ai-kooma-kooma/mcp