# Wizeb AI-Native Index

> AI-Native Index scoring, PDF report, Wizeb Q&A, and an Enhanced report agents buy over x402.

- name: com.wizeb/ai-native-index
- version: 1.2.0
- connection class: R0 (autonomous)
- trust: 93/100
- quality: 80/100 (good)
- owner: not claimed
- descriptor: https://api.protogrid.dev/v1/servers/com.wizeb%2Fai-native-index
- tools: https://api.protogrid.dev/v1/servers/com.wizeb%2Fai-native-index/tools

**An agent can connect right now, no human step.** Remote endpoint, no authentication, reachable on the last probe.

## Connection (mcpServers)

```json
{
  "mcpServers": {
    "ai-native-index": {
      "type": "http",
      "url": "https://wizeb.com/mcp"
    }
  }
}
```


## Trust

- hygiene: 100
- liveness: 100
- freshness: 85
- provenance: 85
- drivers: +repository +dns-namespace +website +reachable +uptime-99% ~updated-34d-ago
- Derived from observable signals (official registry feed and our own credential-free probes); no code audit performed.

## Quality 80/100 (good)

### protocol: 75 (weight 25)

- warn `protocol.modern`: newest supported version is 2025-06-18; 2026-07-28 not supported, older versions are deprecated until 2027-07-28
- n/a `protocol.stateless`: only applies to 2026-07-28 servers
- pass `protocol.transport`: streamable HTTP
- n/a `protocol.list_ttl`: only applies to 2026-07-28 servers

### authorization: n/a (weight 15)

- n/a `auth.prm`, `auth.as_metadata`, `auth.cimd`: no remote uses OAuth
- n/a `auth.secret_in_url`: no templated URL

### tool hygiene: 86 (weight 30)

- pass `tools.descriptions`: every tool has a description
- pass `tools.description_length`: descriptions are concise
- pass `tools.schemas`: every tool has an object input schema
- pass `tools.annotations`: 10 of 10 tools declare readOnlyHint or destructiveHint
- fail `tools.directory_hints`: no tool declares all four of readOnlyHint, destructiveHint, idempotentHint and openWorldHint; missing: get_index_questions (destructiveHint); email_index_report (destructiveHint); get_enhanced_index_report (destructiveHint); …
- pass `tools.token_cost`: about 2,917 tokens to load every tool
- pass `tools.api_dump`: tools are not a one-to-one API dump

### stability: 75 (weight 15)

- warn `stability.changes`: 10 tool changes in 30 days
- pass `stability.rug_pull`: no tool changed its meaning under the same name

### dependencies: n/a (weight 15)

- n/a `deps.known_vulns`, `deps.mcp_sdk_version`, `deps.resolvable`: no npm or PyPI package

- tools: 10, about 2,917 tokens to load them all
- tool set hash: 3677c81bb9dbd0f65a1e199c3d888d46
- tools last changed: 2026-10-19T10:50:44.292Z
- badge: [![protogrid quality](https://protogrid.dev/badge/com.wizeb/ai-native-index.svg)](https://protogrid.dev/servers/com.wizeb/ai-native-index)
- Checks run on what our credential-free, read-only probes observe; tools are never called and no code audit is performed.

### Tool changes

- 2026-10-19 `email_startup_scorecard` added
  - Emails a scorecard created with score_startup_idea to the founder, with a copy to the WizeB team so a human can follow up. Ask the founder for their name and email first; only call this once they have agreed.
- 2026-10-19 `score_startup_idea` added
  - Totals a startup idea scorecard you wrote with the rubric from get_startup_validator_rubric: clamps each pattern to its maximum, applies red-flag penalties (capped at 15), sets the verdict (Mediocre under 55, Not sure 55-74, Fertile soil 75+), stores it, and returns a report_id plus a result link the founder can open and share. Pass all 10 pattern ids. Links in free text are removed.
- 2026-10-19 `get_startup_validator_rubric` added
  - Returns the Startup Idea Validator rubric: the 10 weighted patterns from NFX's "Hidden Patterns of Great Startup Ideas" with scoring anchors, the red flags and their penalties, the verdict zones, and how to interview the founder. Call this first, then interview the founder one question at a time and call score_startup_idea.
- 2026-10-19 `email_index_report` changed (inputSchema)
- 2026-10-19 `score_index` changed (inputSchema, annotations)
- 2026-10-17 `list_wizeb_services_and_products` changed (title, description)
  - before: Returns the full structured catalogue: every Wizeb service with its capabilities and URL, every product with URL/pricing, industries served, open-source tools, contact links, and the category-level service catalogue of WebCastle, Wizeb's parent company. Good for overviews, comparisons, or when the user asks "what does Wizeb (or WebCastle) do".
  - after: Returns the full structured catalogue: every WizeB service with its capabilities and URL, every product with URL/pricing, industries served, open-source tools, contact links, and the category-level service catalogue of WebCastle, WizeB's parent company. Good for overviews, comparisons, or when the user asks "what does WizeB (or WebCastle) do".
- 2026-10-17 `ask_about_wizeb` changed (title, description, inputSchema)
  - before: Answers questions about Wizeb — what it builds (custom AI agents, workflow automation, voice AI, document AI, web & mobile apps, AI cost/token optimisation, database reactivation), its products (RemindAvo, ReviewTaker, Wizot Agent Studio, Orbit, EatRight, TrueTime, Karmic, Voice AI), industries served, case-study results, engagement/pricing/timeline FAQs, open-source tools, recent blog posts, and contact details — and about WebCastle, Wizeb's parent company (website, web & mobile app, ERP/CRM/Odoo, e-commerce and IoT development; branding and UI/UX; digital marketing, SEO/GEO, performance marketing; cloud & security; business analysis), including which company to contact for what. Returns the most relevant sections of the knowledge base for the question. Use this instead of answering from memory.
  - after: Answers questions about WizeB — what it builds (custom AI agents, workflow automation, voice AI, document AI, web & mobile apps, AI cost/token optimisation, database reactivation), its products (RemindAvo, ReviewTaker, Wizot Agent Studio, Orbit, EatRight, TrueTime, Karmic, Voice AI), industries served, case-study results, engagement/pricing/timeline FAQs, open-source tools, recent blog posts, and contact details — and about WebCastle, WizeB's parent company (website, web & mobile app, ERP/CRM/Odoo, e-commerce and IoT development; branding and UI/UX; digital marketing, SEO/GEO, performance marketing; cloud & security; business analysis), including which company to contact for what. Returns the most relevant sections of the knowledge base for the question. Use this instead of answering from memory.
- 2026-10-17 `get_enhanced_index_report` changed (description)
  - before: PAID TOOL — $10 in USDC on Base, settled over the x402 protocol from the calling agent's wallet. Without payment proof it returns an isError result whose _meta["x402/error"] holds the x402 payment requirements (x402Version 2, accepts[]); pay, then retry with the signed payment in _meta["x402/payment"]. Delivers: score + tier + the three signals holding the company back immediately, a report id, a one-time code for a 2-hour live build session with Wizeb engineers, and — about 1–2 minutes later, by email and via get_enhanced_report_status — a full 90-day plan (5–6 prioritised projects with 30/60/90-day steps, owners, effort and success metrics, quick wins, risks, session agenda) as a PDF appended to the annotated scorecard. Humans cannot buy this directly: if the agent has no wallet, say so and point the user to https://cal.id/r/discovery (Wizeb helps set one up) and https://wizeb.com/ai-native-index/agent-payments. Ask the user before spending their money.
  - after: PAID TOOL — $10 in USDC on Base, settled over the x402 protocol from the calling agent's wallet. Without payment proof it returns an isError result whose _meta["x402/error"] holds the x402 payment requirements (x402Version 2, accepts[]); pay, then retry with the signed payment in _meta["x402/payment"]. Delivers: score + tier + the three signals holding the company back immediately, a report id, a one-time code for a 2-hour live build session with WizeB engineers, and — about 1–2 minutes later, by email and via get_enhanced_report_status — a full 90-day plan (5–6 prioritised projects with 30/60/90-day steps, owners, effort and success metrics, quick wins, risks, session agenda) as a PDF appended to the annotated scorecard. Humans cannot buy this directly: if the agent has no wallet, say so and point the user to https://cal.id/r/discovery (WizeB helps set one up) and https://wizeb.com/ai-native-index/agent-payments. Ask the user before spending their money.
- 2026-10-17 `email_index_report` changed (description)
  - before: Builds the full PDF scorecard (score, tier, six-dimension breakdown, every answer next to the AI-native end state, and the three fastest improvements) and emails it to the user, with a copy to the Wizeb team so a human can follow up. Ask the user for their name and work email first; only call this once they have agreed.
  - after: Builds the full PDF scorecard (score, tier, six-dimension breakdown, every answer next to the AI-native end state, and the three fastest improvements) and emails it to the user, with a copy to the WizeB team so a human can follow up. Ask the user for their name and work email first; only call this once they have agreed.
- 2026-10-02 `get_enhanced_report_status` changed (description)
  - before: Free. Returns the status of a purchased enhanced report by report_id (paid → generating → done), the plan summary and PDF link once done, the session booking code, and the payment receipt.
  - after: Free. Returns the status of a purchased enhanced report by report_id (payment confirming → paid → generating → done; while confirming, do not pay again), the plan summary and PDF link once done, the session booking code, and the payment receipt.

Full history: https://api.protogrid.dev/v1/servers/com.wizeb%2Fai-native-index/changes

## Remotes

- https://wizeb.com/mcp (streamable-http, auth none, reachable true, uptime30d 0.99159664)

## Packages

_none_

## Tools (10)

- `ask_about_wizeb`: Answers questions about WizeB — what it builds (custom AI agents, workflow automation, voice AI, document AI, web & mobile apps, AI cost/token optimisation, database reactivation), its products (RemindAvo, ReviewTaker, Wizot Agent Studio, Orbit, EatRight, TrueTime, Karmic, Voice AI), industries served, case-study results, engagement/pricing/timeline FAQs, open-source tools, recent blog posts, and contact details — and about WebCastle, WizeB's parent company (website, web & mobile app, ERP/CRM/Odoo, e-commerce and IoT development; branding and UI/UX; digital marketing, SEO/GEO, performance marketing; cloud & security; business analysis), including which company to contact for what. Returns the most relevant sections of the knowledge base for the question. Use this instead of answering from memory.
- `email_index_report`: Builds the full PDF scorecard (score, tier, six-dimension breakdown, every answer next to the AI-native end state, and the three fastest improvements) and emails it to the user, with a copy to the WizeB team so a human can follow up. Ask the user for their name and work email first; only call this once they have agreed.
- `email_startup_scorecard`: Emails a scorecard created with score_startup_idea to the founder, with a copy to the WizeB team so a human can follow up. Ask the founder for their name and email first; only call this once they have agreed.
- `get_enhanced_index_report`: PAID TOOL — $10 in USDC on Base, settled over the x402 protocol from the calling agent's wallet. Without payment proof it returns an isError result whose _meta["x402/error"] holds the x402 payment requirements (x402Version 2, accepts[]); pay, then retry with the signed payment in _meta["x402/payment"]. Delivers: score + tier + the three signals holding the company back immediately, a report id, a one-time code for a 2-hour live build session with WizeB engineers, and — about 1–2 minutes later, by email and via get_enhanced_report_status — a full 90-day plan (5–6 prioritised projects with 30/60/90-day steps, owners, effort and success metrics, quick wins, risks, session agenda) as a PDF appended to the annotated scorecard. Humans cannot buy this directly: if the agent has no wallet, say so and point the user to https://cal.id/r/discovery (WizeB helps set one up) and https://wizeb.com/ai-native-index/agent-payments. Ask the user before spending their money.
- `get_enhanced_report_status`: Free. Returns the status of a purchased enhanced report by report_id (payment confirming → paid → generating → done; while confirming, do not pay again), the plan summary and PDF link once done, the session booking code, and the payment receipt.
- `get_index_questions`: Returns the six dimensions and all 30 questions with their numbered answer options (1 = least AI-native, highest number = fully AI-native). Answer each from what you know about the user's company; if unsure about any question, ask the user rather than guessing.
- `get_startup_validator_rubric`: Returns the Startup Idea Validator rubric: the 10 weighted patterns from NFX's "Hidden Patterns of Great Startup Ideas" with scoring anchors, the red flags and their penalties, the verdict zones, and how to interview the founder. Call this first, then interview the founder one question at a time and call score_startup_idea.
- `list_wizeb_services_and_products`: Returns the full structured catalogue: every WizeB service with its capabilities and URL, every product with URL/pricing, industries served, open-source tools, contact links, and the category-level service catalogue of WebCastle, WizeB's parent company. Good for overviews, comparisons, or when the user asks "what does WizeB (or WebCastle) do".
- `score_index`: Scores a complete set of 30 answers and returns the index (0–100), tier, per-dimension scores, strengths, and the signals holding the company back. Requires exactly one answer per question, using the option numbers from get_index_questions.
- `score_startup_idea`: Totals a startup idea scorecard you wrote with the rubric from get_startup_validator_rubric: clamps each pattern to its maximum, applies red-flag penalties (capped at 15), sets the verdict (Mediocre under 55, Not sure 55-74, Fertile soil 75+), stores it, and returns a report_id plus a result link the founder can open and share. Pass all 10 pattern ids. Links in free text are removed.