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Wizeb AI-Native Index

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

v1.2.0 · active · repository · website · descriptor JSON · versions

An agent can connect right now, no human step.Remote endpoint, no authentication, reachable on the last probe.
Quality80good
Trust93of 100
Uptime, 30 days99%
Latency p50354 ms

Connect

8 clients · secrets stay placeholders
{
  "mcpServers": {
    "ai-native-index": {
      "type": "http",
      "url": "https://wizeb.com/mcp"
    }
  }
}
claude mcp add --transport http ai-native-index https://wizeb.com/mcp
[mcp_servers.ai-native-index]
url = "https://wizeb.com/mcp"
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "ai-native-index": {
      "type": "remote",
      "url": "https://wizeb.com/mcp",
      "enabled": true
    }
  }
}
{
  "mcpServers": {
    "ai-native-index": {
      "type": "http",
      "url": "https://wizeb.com/mcp"
    }
  },
  "deeplink": "cursor://anysphere.cursor-deeplink/mcp/install?name=ai-native-index&config=eyJ0eXBlIjoiaHR0cCIsInVybCI6Imh0dHBzOi8vd2l6ZWIuY29tL21jcCJ9"
}
{
  "servers": {
    "ai-native-index": {
      "type": "http",
      "url": "https://wizeb.com/mcp"
    }
  }
}
{
  "mcpServers": {
    "ai-native-index": {
      "httpUrl": "https://wizeb.com/mcp"
    }
  }
}
extensions:
  "ai-native-index":
    enabled: true
    name: "ai-native-index"
    type: streamable_http
    uri: "https://wizeb.com/mcp"
    timeout: 300

Quality 80 / 100good

protocol75 · weight 25
  • warn
    protocol.modernnewest supported version is 2025-06-18; 2026-07-28 not supported, older versions are deprecated until 2027-07-28
  • n/a
    protocol.statelessonly applies to 2026-07-28 servers
  • pass
    protocol.transportstreamable HTTP
  • n/a
    protocol.list_ttlonly applies to 2026-07-28 servers
authorizationn/a · weight 15
  • n/a
    auth.prm, auth.as_metadata, auth.cimdno remote uses OAuth
  • n/a
    auth.secret_in_urlno templated URL
tool hygiene86 · weight 30
  • pass
    tools.descriptionsevery tool has a description
  • pass
    tools.description_lengthdescriptions are concise
  • pass
    tools.schemasevery tool has an object input schema
  • pass
    tools.annotations10 of 10 tools declare readOnlyHint or destructiveHint
  • fail
    tools.directory_hintsno tool declares all four of readOnlyHint, destructiveHint, idempotentHint and openWorldHint; missing: email_index_report (destructiveHint); get_enhanced_index_report (destructiveHint); get_enhanced_report_status (destructiveHint); …
  • pass
    tools.token_costabout 2,917 tokens to load every tool
  • pass
    tools.api_dumptools are not a one-to-one API dump
stability75 · weight 15
  • warn
    stability.changes10 tool changes in 30 days
  • pass
    stability.rug_pullno tool changed its meaning under the same name
dependenciesn/a · weight 15
  • n/a
    deps.known_vulns, deps.mcp_sdk_version, deps.resolvableno npm or PyPI package

10 tools, about 2,917 tokens to load them all · tool set 3677c81bb9db · tools last changed 2026-10-19 · checked 2026-10-19 10:52 UTC

Tool changes

  • email_startup_scorecardadded

    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.

  • score_startup_ideaadded

    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.

  • get_startup_validator_rubricadded

    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.

  • email_index_reportchangedinput schema
  • score_indexchangedinput schema, annotations
  • list_wizeb_services_and_productschangedtitle, 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 · 100% of words in common

    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".

  • ask_about_wizebchangedtitle, description, input schema
    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 · 100% of words in common

    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.

  • get_enhanced_index_reportchangeddescription
    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 · 100% of words in common

    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.

  • email_index_reportchangeddescription
    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 · 100% of words in common

    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.

  • get_enhanced_report_statuschangeddescription
    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 · 81% of words in common

    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: list_changes · trend: quality JSON.

Checks run on what our credential-free, read-only probes observe; tools are never called and no code audit is performed. How it is computed.

Trust 93 / 100

provenance85
liveness100
freshness85
hygiene100

+repository +dns-namespace +website +reachable +uptime-99% ~updated-33d-ago

Derived from observable signals (official registry feed and our own credential-free probes); no code audit performed. How it is computed.

Endpoints

remoteauthreachableuptime 30dp50protocollast ok
https://wizeb.com/mcp streamable-httpnoneyes99%354 ms2025-06-182026-10-19

Tools (10)

ask_about_wizebread-onlyAnswers 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_reportBuilds 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_scorecardEmails 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_reportPAID 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_statusread-onlyFree. 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_questionsread-onlyReturns 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_rubricread-onlyReturns 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_productsread-onlyReturns 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_indexScores 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_ideaTotals 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.

Schemas: list_tools.

Similar MCP servers

Official server.json
{
  "name": "com.wizeb/ai-native-index",
  "_meta": {
    "io.modelcontextprotocol.registry/publisher-provided": {
      "payments": {
        "docs": "https://wizeb.com/ai-native-index/agent-payments",
        "tool": "get_enhanced_index_report",
        "protocol": "x402"
      }
    }
  },
  "title": "Wizeb AI-Native Index",
  "$schema": "https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json",
  "remotes": [
    {
      "url": "https://wizeb.com/mcp",
      "type": "streamable-http"
    }
  ],
  "version": "1.2.0",
  "repository": {
    "url": "https://github.com/rahnas/wizeb",
    "source": "github"
  },
  "websiteUrl": "https://wizeb.com/ai-native-index",
  "description": "AI-Native Index scoring, PDF report, Wizeb Q&A, and an Enhanced report agents buy over x402."
}