# OutilsIA — Conseiller IA locale (remote · outilsia.fr)

Read-only local AI advice, shared reports and website audits. No PC scan or local actions.

- Trust score: 86/100 (high trust)
- Change this week: +2
- Registry status: active
- Liveness: live
- Owner verified: no
- Last scored: 2026-09-21

## Components

- remote · `outilsia.fr`: 86/100 (this document), [markdown](https://verifymcp.io/servers/fr-outilsia-local-ai-advisor/outilsia.md), [page](https://verifymcp.io/servers/fr-outilsia-local-ai-advisor/outilsia)

## Channel facts

- Endpoint: `https://outilsia.fr/mcp`
- Transports: `streamable-http`
- Auth: `none`
- Version: `0.6.2`

## 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 2026-09-21.

- **Endpoint Security**: 80/100
  - The endpoint's TLS certificate is valid, in date, and uses a strong key.
  - No authorisation is required to call this server. Every tool declares its destructiveHint and none is destructive, so open access doesn't expose one.
  - 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
  - 100% of prompts and resources have a non-trivial description (not blank, and not just the item's name).
  - AI-judged instruction clarity (good).
  - Tool/resource definitions use about 1820 tokens (~91/item across 20 items; 15 tools + 5 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**: 71/100
  - 100% of tools have a non-trivial description (not blank, and not just the tool's name).
  - 0% of tool parameters carry a description.
  - Structured output schemas are declared (100% of tools); any adoption earns full credit.
- **Tool Safety**: 100/100
  - No prompt-injection markers were found in the server instructions, tool names or descriptions we captured.
  - We read all 15 captured tool definition(s), and no name or description among them implies an irreversible operation.
  - An AI judge read all 17 captured unit(s) of tool text and found none that tries to manipulate the model reading it.
- **Capabilities**: 100/100
  - Implements a supported MCP spec version (2025-11-25); the latest is 2026-07-28.
  - Supports UI / widget rendering.

## Install

### How do I install the OutilsIA — Conseiller IA locale MCP server?

OutilsIA — Conseiller IA locale is a hosted endpoint at https://outilsia.fr/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 fr-outilsia-local-ai-advisor 'https://outilsia.fr/mcp'
```

### Cursor

```json
{
  "mcpServers": {
    "fr-outilsia-local-ai-advisor": {
      "url": "https://outilsia.fr/mcp"
    }
  }
}
```

### VS Code

```json
{
  "servers": {
    "fr-outilsia-local-ai-advisor": {
      "type": "http",
      "url": "https://outilsia.fr/mcp"
    }
  }
}
```

### Codex

```toml
[mcp_servers.fr-outilsia-local-ai-advisor]
url = "https://outilsia.fr/mcp"
```

### opencode

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

### OpenClaw

```bash
openclaw mcp add fr-outilsia-local-ai-advisor --url 'https://outilsia.fr/mcp' --transport streamable-http
```

### Hermes

```yaml
mcp_servers:
  fr-outilsia-local-ai-advisor:
    url: "https://outilsia.fr/mcp"
```

### Netclaw

```json
{
  "McpServers": {
    "fr-outilsia-local-ai-advisor": {
      "Transport": "http",
      "Url": "https://outilsia.fr/mcp"
    }
  }
}
```

### Vellum

```bash
assistant mcp add fr-outilsia-local-ai-advisor -t streamable-http -u 'https://outilsia.fr/mcp'
```

### Other

```json
{
  "mcpServers": {
    "fr-outilsia-local-ai-advisor": {
      "type": "http",
      "url": "https://outilsia.fr/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.

### 2026-09-18 (score 86, +1)

- [security] Stability: 0.97 → pass

### 2026-09-15 (score 85, +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.

### 2026-09-13 (score 84, +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.

### 2026-09-11 (score 83, +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.

### 2026-09-09 (score 82, +1)

No change was recorded against any check on this day. Stability & Change Management went from 67 to 70. That category is still filling its 30-day observation window: 20 days of observed history at the previous scan, 21 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-09-07 (score 81, +1)

No change was recorded against any check on this day. Stability & Change Management went from 60 to 63. That category is still filling its 30-day observation window: 18 days of observed history at the previous scan, 19 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-09-05 (score 80, +1)

No change was recorded against any check on this day. Stability & Change Management went from 53 to 57. That category is still filling its 30-day observation window: 16 days of observed history at the previous scan, 17 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-09-03 (score 79, +1)

No change was recorded against any check on this day. Stability & Change Management went from 47 to 50. That category is still filling its 30-day observation window: 14 days of observed history at the previous scan, 15 at this one. The score rises as the window fills, whether or not the server changes.

## MCP tools (15)

### `check_pc_for_local_ai` (~142 tokens)

Vérifier un PC pour l'IA locale

Estime quels modèles IA locaux conviennent à partir de caractéristiques que l'utilisateur fournit explicitement. Ce n'est pas un scan et l'outil ne doit pas être appelé si CPU, RAM, GPU et VRAM manquent.

Input parameters:

- `cpu_cores` (integer)
- `cpu_name` (string, required)
- `gpu_name` (string, required)
- `gpu_vendor` (string)
- `os_name` (string)
- `ram_gb` (number, required)
- `storage_free_gb` (number)
- `unified_memory` (boolean)
- `usage` (string)
- `vram_gb` (number, required)

Output parameters:

- `decision` (object)

### `analyze_shared_report` (~63 tokens)

Analyser un rapport OutilsIA partagé

Lit un rapport public OutilsIA Local Cockpit déjà créé par l'utilisateur. Accepte uniquement une URL exacte https://outilsia.fr/r/... et ne donne aucun accès à la machine.

Input parameters:

- `report_url` (string, required)
- `usage` (string)

Output parameters:

- `decision` (object)

### `simulate_hardware_upgrade` (~87 tokens)

Simuler un upgrade IA locale

Compare le même profil avant et après une hausse de RAM ou VRAM. La simulation ne modifie rien et doit conclure qu'aucun achat n'est utile si le catalogue ne montre pas de gain.

Input parameters:

- `profile` (object, required)
- `target_ram_gb` (number)
- `target_vram_gb` (number)
- `usage` (string)

Output parameters:

- `decision` (object)

### `lookup_local_model` (~53 tokens)

Chercher un modèle du catalogue OutilsIA

Cherche un modèle dans le catalogue public OutilsIA (nom, taille ou tag Ollama). Ce n'est pas un scan et l'outil n'invente aucun tokens/s.

Input parameters:

- `query` (string, required)

Output parameters:

- `lookup` (object)

### `list_models_for_budget` (~92 tokens)

Lister les modèles pour un budget VRAM/RAM

Filtre le catalogue public selon une VRAM, une RAM optionnelle et un usage. Estimation catalogue uniquement : pas un scan, pas un benchmark, pas de tokens/s inventés.

Input parameters:

- `ram_gb` (number)
- `storage_free_gb` (number)
- `unified_memory` (boolean)
- `usage` (string)
- `vram_gb` (number, required)

Output parameters:

- `budget` (object)

### `list_installed_models_from_report` (~54 tokens)

Lister les modèles déjà observés dans un rapport

Lit uniquement les modèles installés déjà présents dans un rapport public https://outilsia.fr/r/... N'accède pas à la machine et n'installe rien.

Input parameters:

- `report_url` (string, required)

Output parameters:

- `installed` (object)

### `list_benchmark_proofs_from_report` (~64 tokens)

Lire les preuves de benchmark d'un rapport

Retourne seulement les tokens/s déjà mesurés dans un rapport public https://outilsia.fr/r/... Si le rapport n'a pas de preuve, l'outil le dit et n'invente aucune vitesse.

Input parameters:

- `report_url` (string, required)

Output parameters:

- `proofs` (object)

### `explain_bottleneck` (~127 tokens)

Expliquer le goulot VRAM, RAM ou stockage

Identifie le goulot probable à partir d'un rapport /r/... ou d'un profil RAM/VRAM déclaré. Ce n'est pas un scan. Fournir report_url ou bien ram_gb et vram_gb.

Input parameters:

- `cpu_cores` (integer)
- `cpu_name` (string)
- `gpu_name` (string)
- `ram_gb` (number)
- `report_url` (string)
- `storage_free_gb` (number)
- `unified_memory` (boolean)
- `vram_gb` (number)

Output parameters:

- `bottleneck` (object)

### `list_first_party_measurements` (~62 tokens)

Citer les mesures first-party OutilsIA

Retourne uniquement les bancs publics datés OutilsIA (machine, runtime, tok/s, référence). Une mesure n'est jamais extrapolée à un autre PC. Campagne multi-machines non terminée.

Input parameters:

- `query` (string)

Output parameters:

- `measurements` (object)

### `recommend_runtime` (~87 tokens)

Recommander Ollama, LM Studio ou llama.cpp

Choisit un chemin runtime à partir d'un OS, d'une VRAM et d'une RAM déclarés. Ce n'est pas une installation, pas un scan et pas un benchmark.

Input parameters:

- `os_name` (string)
- `ram_gb` (number)
- `unified_memory` (boolean)
- `usage` (string)
- `vram_gb` (number)

Output parameters:

- `runtime` (object)

### `geo_audit` (~57 tokens)

Auditer un site (ScoreBot, lecture seule)

Audit déterministe SEO + préparation IA d'une URL publique via ScoreBot (Core OutilsIA). Lecture seule : ne modifie pas le site cible, ne promet pas d'être cité par ChatGPT.

Input parameters:

- `url` (string, required)

Output parameters:

- `geo_audit` (object)

### `explain_geo_audit_method` (~41 tokens)

Expliquer la méthode ScoreBot

Rappelle ce que l'audit ScoreBot mesure et ce qu'il ne mesure pas. Aucun fetch, aucune citation observée, lecture seule.

Output parameters:

- `method` (object)

### `geo_kit` (~57 tokens)

Générer un kit GEO (llms.txt, robots IA, schemas)

Génère un kit GEO lecture seule à partir d'une URL publique : llms.txt, verdict robots IA, schemas JSON-LD. N'écrit rien sur le site cible et n'appelle aucun modèle.

Input parameters:

- `url` (string, required)

Output parameters:

- `geo_kit` (object)

### `explain_local_action_boundary` (~121 tokens)

Expliquer la limite des actions locales

Doit être appelé pour toute demande d'installer, télécharger, mettre à jour, exécuter ou supprimer Ollama, un modèle ou un pilote, ainsi que pour scanner ou benchmarker le PC depuis ChatGPT. Retourne la réponse complète en lecture seule : après l'appel, ne pas ajouter de commande, de procédure, de recherche Web, de source externe ou d'alternative manuelle. Cet outil n'accède jamais à la machine et n'effectue aucune action.

Input parameters:

- `requested_action` (string)
- `target` (string)

Output parameters:

- `boundary` (object)

### `render_machine_cockpit` (~38 tokens)

Afficher la fiche OutilsIA

Affiche sans recalculer une décision produite par un outil OutilsIA de cette app.

Input parameters:

- `decision` (object, required)

Output parameters:

- `decision` (object)

## Diagnostics

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

## Score history

- 2026-09-21: 86
- 2026-09-20: 86
- 2026-09-19: 86
- 2026-09-18: 86
- 2026-09-17: 85
- 2026-09-16: 85
- 2026-09-15: 85
- 2026-09-14: 84
- 2026-09-13: 84
- 2026-09-12: 83
- 2026-09-11: 83
- 2026-09-10: 82
- 2026-09-09: 82
- 2026-09-08: 81
- 2026-09-07: 81
- 2026-09-06: 80
- 2026-09-05: 80
- 2026-09-04: 79
- 2026-09-03: 79
- 2026-09-02: 78
- 2026-09-01: 78
- 2026-08-31: 78
- 2026-08-30: 77
- 2026-08-29: 77
- 2026-08-28: 76
- 2026-08-27: 76
- 2026-08-26: 75
- 2026-08-25: 73
- 2026-08-24: 72
- 2026-08-23: 72

## Common questions

### What is the OutilsIA — Conseiller IA locale MCP server?

OutilsIA — Conseiller IA locale is an MCP server listed in the public MCP registry as fr.outilsia/local-ai-advisor. Read-only local AI advice, shared reports and website audits. No PC scan or local actions. This page covers its hosted endpoint (https://outilsia.fr/mcp).

### Is the OutilsIA — Conseiller IA locale MCP server safe to use?

OutilsIA — Conseiller IA locale scores 86 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 OutilsIA — Conseiller IA locale MCP server expose?

OutilsIA — Conseiller IA locale exposes 15 tools: check_pc_for_local_ai, analyze_shared_report, simulate_hardware_upgrade, lookup_local_model, list_models_for_budget, and 10 more. Their descriptions and schemas cost roughly 1,145 tokens of context every time the server is loaded.

### Does the OutilsIA — Conseiller IA locale MCP server require authentication?

No. We connected to OutilsIA — Conseiller IA locale without credentials and it answered, so anything it exposes is reachable by anyone who knows the address.

### Is the OutilsIA — Conseiller IA locale MCP server still maintained?

OutilsIA — Conseiller IA locale is still listed as active in the MCP registry. We last reached this channel on 21 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://outilsia.fr/mcp
- Website: https://outilsia.fr/chatgpt-ia-locale
- Changelog RSS feed: https://verifymcp.io/servers/fr-outilsia-local-ai-advisor/outilsia.xml
- Changelog JSON feed: https://verifymcp.io/servers/fr-outilsia-local-ai-advisor/outilsia.json
- HTML version of this page: https://verifymcp.io/servers/fr-outilsia-local-ai-advisor/outilsia