Xpersona

Crawler Summary

MED Vehicle Intelligence answer-first brief

# MED Vehicle Intelligence **Expert car repair and maintenance advisory tools from a 20-year mechanic veteran.** The first automotive MCP server — built so AI assistants can give vehicle owners the same straight answers a trusted mechanic friend would give. ## What it does MED Vehicle Intelligence gives Claude (and other MCP clients) access to real automotive expertise grounded in 20+ years of shop experience. No upselling, no fluff, no "it depends" — just direct guidance on the car decisions that actually matter. ## Tools **`check_repair_estimate`** — Compare a repair quote against typical price ranges for independent shops and dealers. Get a clear "in range / high / low" verdict plus specific questions to ask the shop before authorizing the work. **`get_maintenance_schedule`** — See what maintenance is actually due now, what's coming in the next 10,000 miles, and which common "upsells" to push back on. Includes vehicle-specific known issues by make and model. **`should_i_fix_or_replace`** — Stop guessing on $3,000 decisions. Analyzes repair cost versus vehicle value, mileage, age, and repair history. Returns a recommendation backed by the real cost of replacement, not gut feel. **`check_shop_red_flags`** — Describe a shop interaction in plain English and get an analysis based on 7 common red flags from 20 years inside the automotive industry. The questions you didn't know to ask. ## Built for - **Vehicle owners** facing repair decisions or unexpected estimates - **Used car buyers** doing pre-purchase due diligence - **Anyone** who wants a second opinion before saying yes at the service counter ## Behind the data Every recommendation is grounded in bundled knowledge bases — real repair cost ranges, manufacturer maintenance schedules, common issues by make and model, and a curated red-flag detection framework. No external API dependencies. No data leaves the server. Fully read-only — safe to run without permission prompts. --- **Part of [My Everyday Driver](https://myeverydaydriver.com)** — straight automotive advice for drivers who don't have a mechanic friend. MED Vehicle Intelligence **Expert car repair and maintenance advisory tools from a 20-year mechanic veteran.** The first automotive MCP server — built so AI assistants can give vehicle owners the same straight answers a trusted mechanic friend would give. ## What it does MED Vehicle Intelligence gives Claude (and other MCP clients) access to real automotive expertise grounded in 20+ years of shop experience. No upsel Capability contract not published. No trust telemetry is available yet. Last updated 4/15/2026.

Freshness

Last checked 4/15/2026

Best For

MED Vehicle Intelligence is best for general automation workflows where MCP compatibility matters.

Not Ideal For

Contract metadata is missing or unavailable for deterministic execution.

Evidence Sources Checked

editorial-content, Smithery, runtime-metrics, public facts pack

CardFactsSnapshotContractTrust
Agent DossierSmitherySafety: 86/100

MED Vehicle Intelligence

# MED Vehicle Intelligence **Expert car repair and maintenance advisory tools from a 20-year mechanic veteran.** The first automotive MCP server — built so AI assistants can give vehicle owners the same straight answers a trusted mechanic friend would give. ## What it does MED Vehicle Intelligence gives Claude (and other MCP clients) access to real automotive expertise grounded in 20+ years of shop experience. No upselling, no fluff, no "it depends" — just direct guidance on the car decisions that actually matter. ## Tools **`check_repair_estimate`** — Compare a repair quote against typical price ranges for independent shops and dealers. Get a clear "in range / high / low" verdict plus specific questions to ask the shop before authorizing the work. **`get_maintenance_schedule`** — See what maintenance is actually due now, what's coming in the next 10,000 miles, and which common "upsells" to push back on. Includes vehicle-specific known issues by make and model. **`should_i_fix_or_replace`** — Stop guessing on $3,000 decisions. Analyzes repair cost versus vehicle value, mileage, age, and repair history. Returns a recommendation backed by the real cost of replacement, not gut feel. **`check_shop_red_flags`** — Describe a shop interaction in plain English and get an analysis based on 7 common red flags from 20 years inside the automotive industry. The questions you didn't know to ask. ## Built for - **Vehicle owners** facing repair decisions or unexpected estimates - **Used car buyers** doing pre-purchase due diligence - **Anyone** who wants a second opinion before saying yes at the service counter ## Behind the data Every recommendation is grounded in bundled knowledge bases — real repair cost ranges, manufacturer maintenance schedules, common issues by make and model, and a curated red-flag detection framework. No external API dependencies. No data leaves the server. Fully read-only — safe to run without permission prompts. --- **Part of [My Everyday Driver](https://myeverydaydriver.com)** — straight automotive advice for drivers who don't have a mechanic friend. MED Vehicle Intelligence **Expert car repair and maintenance advisory tools from a 20-year mechanic veteran.** The first automotive MCP server — built so AI assistants can give vehicle owners the same straight answers a trusted mechanic friend would give. ## What it does MED Vehicle Intelligence gives Claude (and other MCP clients) access to real automotive expertise grounded in 20+ years of shop experience. No upsel

MCPself-declared

Public facts

3

Change events

0

Artifacts

0

Freshness

Apr 15, 2026

Verifiededitorial-contentNo verified compatibility signals

Capability contract not published. No trust telemetry is available yet. Last updated 4/15/2026.

Trust evidence available

Trust score

Unknown

Compatibility

MCP

Freshness

Apr 15, 2026

Vendor

Myeverydaydriver

Artifacts

0

Benchmarks

0

Last release

Unpublished

Executive Summary

Key links, install path, and a quick operational read before the deeper crawl record.

Verifiededitorial-content

Summary

Capability contract not published. No trust telemetry is available yet. Last updated 4/15/2026.

View Source

Setup snapshot

  1. 1

    Setup complexity is LOW. This package is likely designed for quick installation with minimal external side-effects.

  2. 2

    Final validation: Expose the agent to a mock request payload inside a sandbox and trace the network egress before allowing access to real customer data.

Evidence Ledger

Everything public we have scraped or crawled about this agent, grouped by evidence type with provenance.

Verifiededitorial-content
Vendor (1)

Vendor

Myeverydaydriver

profilemedium
Observed Apr 15, 2026Source linkProvenance
Compatibility (1)

Protocol compatibility

MCP

contractmedium
Observed Apr 15, 2026Source linkProvenance
Security (1)

Handshake status

UNKNOWN

trustmedium
Observed unknownSource linkProvenance

Release & Crawl Timeline

Merged public release, docs, artifact, benchmark, pricing, and trust refresh events.

Self-declaredagent-index

Artifacts Archive

Extracted files, examples, snippets, parameters, dependencies, permissions, and artifact metadata.

Self-declaredSmithery

Extracted files

0

Examples

0

Snippets

0

Languages

Unknown

Docs & README

Full documentation captured from public sources, including the complete README when available.

Self-declaredSmithery

Docs source

Smithery

Editorial quality

ready

# MED Vehicle Intelligence **Expert car repair and maintenance advisory tools from a 20-year mechanic veteran.** The first automotive MCP server — built so AI assistants can give vehicle owners the same straight answers a trusted mechanic friend would give. ## What it does MED Vehicle Intelligence gives Claude (and other MCP clients) access to real automotive expertise grounded in 20+ years of shop experience. No upselling, no fluff, no "it depends" — just direct guidance on the car decisions that actually matter. ## Tools **`check_repair_estimate`** — Compare a repair quote against typical price ranges for independent shops and dealers. Get a clear "in range / high / low" verdict plus specific questions to ask the shop before authorizing the work. **`get_maintenance_schedule`** — See what maintenance is actually due now, what's coming in the next 10,000 miles, and which common "upsells" to push back on. Includes vehicle-specific known issues by make and model. **`should_i_fix_or_replace`** — Stop guessing on $3,000 decisions. Analyzes repair cost versus vehicle value, mileage, age, and repair history. Returns a recommendation backed by the real cost of replacement, not gut feel. **`check_shop_red_flags`** — Describe a shop interaction in plain English and get an analysis based on 7 common red flags from 20 years inside the automotive industry. The questions you didn't know to ask. ## Built for - **Vehicle owners** facing repair decisions or unexpected estimates - **Used car buyers** doing pre-purchase due diligence - **Anyone** who wants a second opinion before saying yes at the service counter ## Behind the data Every recommendation is grounded in bundled knowledge bases — real repair cost ranges, manufacturer maintenance schedules, common issues by make and model, and a curated red-flag detection framework. No external API dependencies. No data leaves the server. Fully read-only — safe to run without permission prompts. --- **Part of [My Everyday Driver](https://myeverydaydriver.com)** — straight automotive advice for drivers who don't have a mechanic friend. MED Vehicle Intelligence **Expert car repair and maintenance advisory tools from a 20-year mechanic veteran.** The first automotive MCP server — built so AI assistants can give vehicle owners the same straight answers a trusted mechanic friend would give. ## What it does MED Vehicle Intelligence gives Claude (and other MCP clients) access to real automotive expertise grounded in 20+ years of shop experience. No upsel

Full README

MED Vehicle Intelligence

Expert car repair and maintenance advisory tools from a 20-year mechanic veteran. The first automotive MCP server — built so AI assistants can give vehicle owners the same straight answers a trusted mechanic friend would give.

What it does

MED Vehicle Intelligence gives Claude (and other MCP clients) access to real automotive expertise grounded in 20+ years of shop experience. No upselling, no fluff, no "it depends" — just direct guidance on the car decisions that actually matter.

Tools

check_repair_estimate — Compare a repair quote against typical price ranges for independent shops and dealers. Get a clear "in range / high / low" verdict plus specific questions to ask the shop before authorizing the work.

get_maintenance_schedule — See what maintenance is actually due now, what's coming in the next 10,000 miles, and which common "upsells" to push back on. Includes vehicle-specific known issues by make and model.

should_i_fix_or_replace — Stop guessing on $3,000 decisions. Analyzes repair cost versus vehicle value, mileage, age, and repair history. Returns a recommendation backed by the real cost of replacement, not gut feel.

check_shop_red_flags — Describe a shop interaction in plain English and get an analysis based on 7 common red flags from 20 years inside the automotive industry. The questions you didn't know to ask.

Built for

  • Vehicle owners facing repair decisions or unexpected estimates
  • Used car buyers doing pre-purchase due diligence
  • Anyone who wants a second opinion before saying yes at the service counter

Behind the data

Every recommendation is grounded in bundled knowledge bases — real repair cost ranges, manufacturer maintenance schedules, common issues by make and model, and a curated red-flag detection framework. No external API dependencies. No data leaves the server. Fully read-only — safe to run without permission prompts.

Part of My Everyday Driver — straight automotive advice for drivers who don't have a mechanic friend.

Contract & API

Machine endpoints, protocol fit, contract coverage, invocation examples, and guardrails for agent-to-agent use.

MissingSmithery

Endpoints

Dossier APISnapshot APIContract APITrust API

Contract coverage

Status

missing

Auth

None

Streaming

No

Data region

Unspecified

Protocol support

MCP: self-declared

Requires: none

Forbidden: none

Guardrails

Operational confidence: low

No positive guardrails captured.
Invocation examples
curl -s "https://www.xpersona.co/api/v1/agents/smithery-myeverydaydriver-med-vehicle-intelligence/snapshot"
curl -s "https://www.xpersona.co/api/v1/agents/smithery-myeverydaydriver-med-vehicle-intelligence/contract"
curl -s "https://www.xpersona.co/api/v1/agents/smithery-myeverydaydriver-med-vehicle-intelligence/trust"

Reliability & Benchmarks

Trust and runtime signals, benchmark suites, failure patterns, and practical risk constraints.

Missingruntime-metrics

Trust signals

Handshake

UNKNOWN

Confidence

unknown

Attempts 30d

unknown

Fallback rate

unknown

Runtime metrics

Observed P50

unknown

Observed P95

unknown

Rate limit

unknown

Estimated cost

unknown

Do not use if

Contract metadata is missing or unavailable for deterministic execution.
No benchmark suites or observed failure patterns are available.

Media & Demo

Every public screenshot, visual asset, demo link, and owner-provided destination tied to this agent.

Missingno-media
No screenshots, media assets, or demo links are available.

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Machine Appendix

Contract JSON

{
  "contractStatus": "missing",
  "authModes": [],
  "requires": [],
  "forbidden": [],
  "supportsMcp": false,
  "supportsA2a": false,
  "supportsStreaming": false,
  "inputSchemaRef": null,
  "outputSchemaRef": null,
  "dataRegion": null,
  "contractUpdatedAt": null,
  "sourceUpdatedAt": null,
  "freshnessSeconds": null
}

Invocation Guide

{
  "preferredApi": {
    "snapshotUrl": "https://www.xpersona.co/api/v1/agents/smithery-myeverydaydriver-med-vehicle-intelligence/snapshot",
    "contractUrl": "https://www.xpersona.co/api/v1/agents/smithery-myeverydaydriver-med-vehicle-intelligence/contract",
    "trustUrl": "https://www.xpersona.co/api/v1/agents/smithery-myeverydaydriver-med-vehicle-intelligence/trust"
  },
  "curlExamples": [
    "curl -s \"https://www.xpersona.co/api/v1/agents/smithery-myeverydaydriver-med-vehicle-intelligence/snapshot\"",
    "curl -s \"https://www.xpersona.co/api/v1/agents/smithery-myeverydaydriver-med-vehicle-intelligence/contract\"",
    "curl -s \"https://www.xpersona.co/api/v1/agents/smithery-myeverydaydriver-med-vehicle-intelligence/trust\""
  ],
  "jsonRequestTemplate": {
    "query": "summarize this repo",
    "constraints": {
      "maxLatencyMs": 2000,
      "protocolPreference": [
        "MCP"
      ]
    }
  },
  "jsonResponseTemplate": {
    "ok": true,
    "result": {
      "summary": "...",
      "confidence": 0.9
    },
    "meta": {
      "source": "SMITHERY",
      "generatedAt": "2026-10-09T23:36:29.537Z"
    }
  },
  "retryPolicy": {
    "maxAttempts": 3,
    "backoffMs": [
      500,
      1500,
      3500
    ],
    "retryableConditions": [
      "HTTP_429",
      "HTTP_503",
      "NETWORK_TIMEOUT"
    ]
  }
}

Trust JSON

{
  "status": "unavailable",
  "handshakeStatus": "UNKNOWN",
  "verificationFreshnessHours": null,
  "reputationScore": null,
  "p95LatencyMs": null,
  "successRate30d": null,
  "fallbackRate": null,
  "attempts30d": null,
  "trustUpdatedAt": null,
  "trustConfidence": "unknown",
  "sourceUpdatedAt": null,
  "freshnessSeconds": null
}

Capability Matrix

{
  "rows": [
    {
      "key": "MCP",
      "type": "protocol",
      "support": "unknown",
      "confidenceSource": "profile",
      "notes": "Listed on profile"
    }
  ],
  "flattenedTokens": "protocol:MCP|unknown|profile"
}

Facts JSON

[
  {
    "factKey": "vendor",
    "category": "vendor",
    "label": "Vendor",
    "value": "Myeverydaydriver",
    "href": "https://myeverydaydriver.com ",
    "sourceUrl": "https://myeverydaydriver.com ",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-04-15T00:38:09.419Z",
    "isPublic": true
  },
  {
    "factKey": "protocols",
    "category": "compatibility",
    "label": "Protocol compatibility",
    "value": "MCP",
    "href": "https://www.xpersona.co/api/v1/agents/smithery-myeverydaydriver-med-vehicle-intelligence/contract",
    "sourceUrl": "https://www.xpersona.co/api/v1/agents/smithery-myeverydaydriver-med-vehicle-intelligence/contract",
    "sourceType": "contract",
    "confidence": "medium",
    "observedAt": "2026-04-15T00:38:09.419Z",
    "isPublic": true
  },
  {
    "factKey": "handshake_status",
    "category": "security",
    "label": "Handshake status",
    "value": "UNKNOWN",
    "href": "https://www.xpersona.co/api/v1/agents/smithery-myeverydaydriver-med-vehicle-intelligence/trust",
    "sourceUrl": "https://www.xpersona.co/api/v1/agents/smithery-myeverydaydriver-med-vehicle-intelligence/trust",
    "sourceType": "trust",
    "confidence": "medium",
    "observedAt": null,
    "isPublic": true
  }
]

Change Events JSON

[]

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Ads related to MED Vehicle Intelligence and adjacent AI workflows.