Generative AI Maturity Framework
REMOTE · GENAIMATURITY.NET
Read-only MCP for the Generative AI Maturity Framework: glossary, dimensions, levels, tools.
Available components
Last scanned (7 hours ago)
Scores higher than 45% of remote servers
Reachable. Last reached 5 Nov 2026.
Category AI and Machine Learning
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. How we score → Why this is hard to score →
Endpoint Security63
- The endpoint's TLS certificate is valid, in date, and uses a strong key. View diagnostics → Pass
- 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. See how to fix → View diagnostics → Unverified
- HTTPS is enforced; there's no plaintext access path. View diagnostics → Pass
- The HSTS (Strict-Transport-Security) header is present. View diagnostics → Pass
- DNSSEC check failed: this domain isn't protected by DNSSEC. See how to fix → View diagnostics → Fail
Transport & Reachability100
- Verified streamable-http transport via a live MCP handshake. View diagnostics → Pass
Schema Quality & AI Usability74
- AI-judged instruction clarity (good).Pass
- Tool/resource definitions use about 841 tokens (~93/item across 9 items; 9 tools + 0 resources), lean.Pass
- Usage-examples check failed: none of the tools include examples. See how to fix → Fail
Stability & Change Management13
- Stability observed for 4 of 30 days with no destabilising changes; credit accrues until the full window elapses.Partial
Tool Coverage100
- 100% of tools have a non-trivial description (not blank, and not just the tool's name).Pass
- 100% of tool parameters carry a description.Pass
Tool Safety100
- No prompt-injection markers were found in the server instructions, tool names or descriptions we captured.Pass
- We read all 9 captured tool definition(s), and no name or description among them implies an irreversible operation.Pass
- An AI judge read all 10 captured unit(s) of tool text and found none that tries to manipulate the model reading it.Pass
Capabilities20
- Spec-recency check failed: implements MCP spec 2024-11-05; the latest is 2026-07-28. See how to fix → Fail
Every change we have recorded for this component, newest first. Security-relevant changes are always shown. ▲ marks a change for the better, ▼ a change for the worse; unmarked changes are neutral.
- 4 Nov 26 +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.
- 2 Nov 26 +1
- Stability: unverified → 0.03 ▲ functional
- 1 Nov 26 63
First indexed and scored.
Diagnostic detail from the automated scan of this channel: what the scanner observed at each step, so you can see exactly where a check passed or failed. It is informational only and never changes the trust score.
Captured 5 Nov 2026 · Probed https://genaimaturity.net/api/mcp
TLS valid
Negotiated TLS 1.3 with TLS_AES_128_GCM_SHA256 .
| Subject | Issuer | Valid from | Valid until | Key | Signature | Serial |
|---|---|---|---|---|---|---|
| CN=genaimaturity.net | CN=YE1,O=Let's Encrypt,C=US | 17 Sept 2026 | 16 Dec 2026 | ECDSA 256 | ECDSA-SHA384 | 6f9d3475500a567570e8506844d15d4ed8b |
| SANs: genaimaturity.net, www.genaimaturity.net | ||||||
| CN=YE1,O=Let's Encrypt,C=US (CA) | CN=Root YE,O=ISRG,C=US | 3 Sept 2025 | 2 Sept 2028 | ECDSA 384 | ECDSA-SHA384 | 5ddd70dd31f801c85c186a7a04b80afe |
| CN=Root YE,O=ISRG,C=US (CA) | CN=ISRG Root X2,O=Internet Security Research Group,C=US | 13 May 2026 | 2 Sept 2032 | ECDSA 384 | ECDSA-SHA384 | 872165fc34b6e5fba8add5b3705fb53a |
| CN=ISRG Root X2,O=Internet Security Research Group,C=US (CA) | CN=ISRG Root X1,O=Internet Security Research Group,C=US | 13 May 2026 | 2 Sept 2032 | ECDSA 384 | SHA256-RSA | 6c8f1dc727c7117f7baf853ac980f9cd |
Background: What to check on a remote MCP endpoint →
DNSSEC insecure
Validation of genaimaturity.net. — Not signed
| Zone | DS | Keys | Algorithms | Outcome |
|---|---|---|---|---|
| . | trust_anchor | 20326, 38696 | 8, 8 | Verified |
| net. | present | 37331 | 13 | Verified |
| genaimaturity.net. | absent | Unsigned (proven) parent-signed NSEC/NSEC3 proves an unsigned delegation |
Authentication No authorisation required
The endpoint answered without asking for a token. Anyone who knows the URL can reach it.
| Result | No authorisation required |
|---|---|
| HTTP status | 200 |
| Header | Value |
|---|---|
| strict-transport-security | max-age=31536000; includeSubDomains |
| content-security-policy | default-src 'self'; script-src 'self' 'unsafe-inline' 'unsafe-eval'; style-src 'self' 'unsafe-inline'; img-src 'self' data: https:; font-src 'self' data:; connect-src 'self' https:; frame-ancestors 'none'; |
| x-content-type-options | nosniff |
| x-frame-options | DENY |
| referrer-policy | strict-origin-when-cross-origin |
| permissions-policy | camera=(), microphone=(), geolocation=() |
Background: How OAuth 2.1 works in the 2026 MCP spec →
Transports 2 probes
| Transport | URL | Outcome | Status | Location |
|---|---|---|---|---|
| streamable-http | https://genaimaturity.net/api/mcp | Verified | 200 | |
| http (plaintext) | http://genaimaturity.net/api/mcp | HTTPS enforced | 301 | https://genaimaturity.net/api/mcp |
The tools this component advertises to a client, with an estimated token cost for each. Expand a tool to see its parameters and schema. The per-tool counts are indicative and are not scored directly; the schema's total context footprint is one signal in Schema Quality & AI Usability. A tool's description is untrusted text the model reads on every call, which is what makes this list a security surface and not just an inventory: how tool poisoning works →
find_use_cases ~162
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.
| Name | Type | Req | Description |
|---|---|---|---|
| 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. |
No output schema declared.
No examples provided.
get_dimension ~69
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.
| Name | Type | Req | Description |
|---|---|---|---|
| id | string | yes | Dimension id — one of strategy, data, usecases, talent, governance, agentic. |
No output schema declared.
No examples provided.
get_framework_spec ~39
Return the full canonical machine-readable framework spec — six dimensions, six levels, scoring scale, assessment types, endpoints. CC BY 4.0.
Input schema present but exposes no named parameters.
No output schema declared.
No examples provided.
get_maturity_level ~94
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.
| Name | Type | Req | Description |
|---|---|---|---|
| level | number | yes | Maturity level number, 1-6 (1=Aware, 2=Exploring, 3=Operational, 4=Integrated, 5=Autonomous, 6=Transformative). |
No output schema declared.
No examples provided.
list_comparisons ~90
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.
| Name | Type | Req | Description |
|---|---|---|---|
| topic | string | – | Optional case-insensitive substring to filter by topic (matches title + keywords). |
No output schema declared.
No examples provided.
list_free_tools ~59
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.
Input schema present but exposes no named parameters.
No output schema declared.
No examples provided.
list_whitepapers ~42
List all published GenAI Maturity Framework whitepapers (CC BY 4.0). Returns titles, subtitles, abstracts, canonical URLs, and Markdown download URLs.
Input schema present but exposes no named parameters.
No output schema declared.
No examples provided.
map_compliance_control ~87
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.
| Name | Type | Req | Description |
|---|---|---|---|
| query | string | yes | Case-insensitive substring to match against control text, category, or specific framework references (e.g. "Art. 15", "MEASURE 2.7"). |
No output schema declared.
No examples provided.
search_glossary ~83
Search the Generative AI Maturity Framework glossary of 100 curated AI / GenAI / agentic-AI terms. Returns matching terms with definitions and canonical URLs.
| Name | Type | Req | Description |
|---|---|---|---|
| limit | number | – | Maximum results to return. Default 10, max 25. |
| query | string | yes | Case-insensitive substring to match against term names, categories, and definitions. |
No output schema declared.
No examples provided.
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.
remote · genaimaturity.net
claude mcp add --transport http net-genaimaturity-framework 'https://genaimaturity.net/api/mcp'
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.