# Generative AI Maturity Framework (remote · genaimaturity.net)

Read-only MCP for the Generative AI Maturity Framework: glossary, dimensions, levels, tools.

- Trust score: 65/100 (medium)
- Registry status: active
- Liveness: live
- Owner verified: no
- Last scored: 2026-11-05

## Components

- remote · `genaimaturity.net`: 65/100 (this document), [markdown](https://verifymcp.io/servers/net-genaimaturity-framework/api-mcp.md), [page](https://verifymcp.io/servers/net-genaimaturity-framework/api-mcp)

## Channel facts

- Endpoint: `https://genaimaturity.net/api/mcp`
- Transports: `streamable-http`
- Auth: `none`
- 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 2026-11-05.

- **Endpoint Security**: 63/100
  - The endpoint's TLS certificate is valid, in date, and uses a strong key.
  - Authorisation not fully verified: no authorisation is required to call this server, and 9 tool(s) never declared a destructiveHint. The MCP spec treats an absent hint as destructive by default, so we cannot call this surface safe.
  - 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**: 74/100
  - AI-judged instruction clarity (good).
  - Tool/resource definitions use about 841 tokens (~93/item across 9 items; 9 tools + 0 resources), lean.
  - Usage-examples check failed: none of the tools include examples.
- **Stability & Change Management**: 13/100
  - Stability observed for 4 of 30 days with no destabilising changes; credit accrues until the full window elapses.
- **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 9 captured tool definition(s), and no name or description among them implies an irreversible operation.
  - An AI judge read all 10 captured unit(s) of tool text and found none that tries to manipulate the model reading it.
- **Capabilities**: 20/100
  - Spec-recency check failed: implements MCP spec 2024-11-05; the latest is 2026-07-28.

## Install

### How do I install the Generative AI Maturity Framework MCP server?

Generative AI Maturity Framework is a hosted endpoint at https://genaimaturity.net/api/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 net-genaimaturity-framework 'https://genaimaturity.net/api/mcp'
```

### Cursor

```json
{
  "mcpServers": {
    "net-genaimaturity-framework": {
      "url": "https://genaimaturity.net/api/mcp"
    }
  }
}
```

### VS Code

```json
{
  "servers": {
    "net-genaimaturity-framework": {
      "type": "http",
      "url": "https://genaimaturity.net/api/mcp"
    }
  }
}
```

### Codex

```toml
[mcp_servers.net-genaimaturity-framework]
url = "https://genaimaturity.net/api/mcp"
```

### opencode

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

### OpenClaw

```bash
openclaw mcp add net-genaimaturity-framework --url 'https://genaimaturity.net/api/mcp' --transport streamable-http
```

### Hermes

```yaml
mcp_servers:
  net-genaimaturity-framework:
    url: "https://genaimaturity.net/api/mcp"
```

### Netclaw

```json
{
  "McpServers": {
    "net-genaimaturity-framework": {
      "Transport": "http",
      "Url": "https://genaimaturity.net/api/mcp"
    }
  }
}
```

### Vellum

```bash
assistant mcp add net-genaimaturity-framework -t streamable-http -u 'https://genaimaturity.net/api/mcp'
```

### Other

```json
{
  "mcpServers": {
    "net-genaimaturity-framework": {
      "type": "http",
      "url": "https://genaimaturity.net/api/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.

### 2026-11-04 (score 65, +1)

No change was recorded against any check on this day. Stability & Change Management went from 7 to 10. That category is still filling its 30-day observation window: 2 days of observed history at the previous scan, 3 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-11-02 (score 64, +1)

- [functional improvement] Stability: unverified → 0.03

### 2026-11-01 (score 63)

First indexed and scored.

## MCP tools (9)

### `search_glossary` (~83 tokens)

Search the Generative AI Maturity Framework glossary of 100 curated AI / GenAI / agentic-AI terms. Returns matching terms with definitions and canonical URLs.

Input parameters:

- `limit` (number): Maximum results to return. Default 10, max 25.
- `query` (string, required): Case-insensitive substring to match against term names, categories, and definitions.

### `get_dimension` (~69 tokens)

Get one of the six Generative AI Maturity Framework dimensions with full editorial content — definition, signals, per-level signals, common blockers, how to move up, related standards.

Input parameters:

- `id` (string, required): Dimension id — one of strategy, data, usecases, talent, governance, agentic.

### `get_maturity_level` (~94 tokens)

Get one of the six maturity levels (1-6) with editorial content — hook, organizational reality, cross-dimension summary, common blockers to next level, worked industry example.

Input parameters:

- `level` (number, required): Maturity level number, 1-6 (1=Aware, 2=Exploring, 3=Operational, 4=Integrated, 5=Autonomous, 6=Transformative).

### `get_framework_spec` (~39 tokens)

Return the full canonical machine-readable framework spec — six dimensions, six levels, scoring scale, assessment types, endpoints. CC BY 4.0.

### `list_comparisons` (~90 tokens)

List all head-to-head "X vs Y" comparison pages on the framework site — agentic-vs-traditional, MCP-vs-REST, LangGraph vs CrewAI vs AutoGen, vector databases, frontier LLMs, and more. Returns titles, summaries, and canonical URLs.

Input parameters:

- `topic` (string): Optional case-insensitive substring to filter by topic (matches title + keywords).

### `list_whitepapers` (~42 tokens)

List all published GenAI Maturity Framework whitepapers (CC BY 4.0). Returns titles, subtitles, abstracts, canonical URLs, and Markdown download URLs.

### `list_free_tools` (~59 tokens)

List all free interactive tools available at genaimaturity.net — compliance mapper, model comparison, policy generator, governance checklist, agentic readiness, vendor scorecard, prompt library, data readiness, use case generator. Returns names, descriptions, canonical URLs.

### `map_compliance_control` (~87 tokens)

Search the AI compliance control mapping across EU AI Act, NIST AI RMF, ISO/IEC 42001, and SOC 2. Returns matching controls with per-framework citations.

Input parameters:

- `query` (string, required): Case-insensitive substring to match against control text, category, or specific framework references (e.g. "Art. 15", "MEASURE 2.7").

### `find_use_cases` (~162 tokens)

Filter the enterprise GenAI use case catalog by industry, business function, and current maturity level. Returns ranked matches with ROI band, effort estimate, prerequisites, and metrics.

Input parameters:

- `function` (string): Business function filter. One of: any, sales, marketing, engineering, product, operations, support, hr, legal, finance, analytics.
- `industry` (string): Industry filter. One of: any, financial-services, healthcare, manufacturing, retail, technology, public-sector, professional-services, media.
- `limit` (number): Max results. Default 5, max 20.
- `maturityLevel` (number): Your current framework maturity level, 1-6. Only use cases feasible at or below this level are returned. Default 3.

## Diagnostics

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

## Score history

- 2026-11-05: 65
- 2026-11-04: 65
- 2026-11-03: 64
- 2026-11-02: 64
- 2026-11-01: 63

## Common questions

### What is the Generative AI Maturity Framework MCP server?

Generative AI Maturity Framework is an MCP server listed in the public MCP registry as net.genaimaturity/framework. Read-only MCP for the Generative AI Maturity Framework: glossary, dimensions, levels, tools. This page covers its hosted endpoint (https://genaimaturity.net/api/mcp).

### Is the Generative AI Maturity Framework MCP server safe to use?

Generative AI Maturity Framework scores 65 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 Generative AI Maturity Framework MCP server expose?

Generative AI Maturity Framework exposes 9 tools: search_glossary, get_dimension, get_maturity_level, get_framework_spec, list_comparisons, and 4 more. Their descriptions and schemas cost roughly 725 tokens of context every time the server is loaded.

### Does the Generative AI Maturity Framework MCP server require authentication?

No. We connected to Generative AI Maturity Framework without credentials and it answered, so anything it exposes is reachable by anyone who knows the address.

### Is the Generative AI Maturity Framework MCP server still maintained?

Generative AI Maturity Framework is still listed as active in the MCP registry. We last reached this channel on 5 November 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://genaimaturity.net/api/mcp
- Changelog RSS feed: https://verifymcp.io/servers/net-genaimaturity-framework/api-mcp.xml
- Changelog JSON feed: https://verifymcp.io/servers/net-genaimaturity-framework/api-mcp.json
- HTML version of this page: https://verifymcp.io/servers/net-genaimaturity-framework/api-mcp