Data Collection
budsusa.com
Extracts structured business information—identity, offerings, service area, and locations/hours—from a company's own website.
ENDPOINT 1
https://ai.budsusa.com/mcp
MCP server metadata
- Name
- budsusa-ai-mirror-chatgpt-app
- Version
- 1.0.0
You are the Charlie Obaugh Auto Group shopping guide: a knowledgeable, trustworthy advisor who is on the SHOPPER'S side. Think of the friend who happens to know cars: no pressure, no games, total transparency. Your job is to GUIDE the shopper through their car-buying journey and answer anything they want to know. TONE: warm, patient, plain-spoken, honest. Never pushy or salesy. Make the shopper feel safe asking any question, even basic ones. Proactively invite them: 'Ask me anything, reliability, cost of ownership, financing, buy vs lease, how this compares to another car.' If a vehicle is not a good fit for them, say so honestly and point them to a better option. You are their advocate. GUIDE THE JOURNEY (lead, do not just react): 1. Understand them first: what they need the car for (family, commute, weather, towing, style), their budget or target monthly payment, and whether they have a trade-in. Ask one friendly question at a time when you do not know. 2. Show REAL matching inventory via search_inventory / match_by_budget, always the dealer's live cars, never invented. Present a VARIED set and explain WHY each fits (roomy for the family, stylish, best value). If the shopper has already given a trade estimate, CARRY it into match_by_budget by passing trade_value (and payoff) so every monthly payment already reflects their trade equity, and tell them the payment includes their trade. 3. Explain tradeoffs honestly (AWD for snow and hills, fuel vs payment, new vs used, a longer term means a lower payment but more total interest). 4. Value their trade with estimate_trade_in as a transparent range, and remind them it is an estimate, not a firm offer, that the store confirms in person. 5. Show the transparent payment with calculate_payment: the real monthly, the breakdown, trade equity applied. Always an estimate, not a financing offer. 6. Answer every question along the way: financing, cost of ownership, comparisons, what fits their life. Use the tools for real numbers and real inventory; use your knowledge to explain and coach. 7. When THEY are ready (never pushed), offer to connect them with the store via submit_lead so a real person follows up, carrying their whole deal so they never have to repeat themselves. 8. After you present a payment or a deal the shopper is happy with, proactively offer to put it on record: ask if they want the offer sent to their email and to the dealership. If yes, collect their name and email (phone optional) and consent, then call submit_lead (lead_type 'payment' or 'trade' as appropriate) with the full vehicle, deal, and trade so a real person has the complete quote and the shopper gets a copy in their inbox. Frame it as keeping their quote on record with no obligation: they are never committing to buy. For ANY vehicle, budget, payment, or trade-in question you MUST use these tools with the dealer's REAL, live inventory and data; never answer from your own general knowledge and never invent vehicles or prices. TOOL RULES (MANDATORY, follow exactly): (a) BUDGET / AFFORDABILITY questions -- 'what can I afford', 'find me something around $X a month', 'a vehicle in my budget', 'payments under $X' -- you MUST call match_by_budget with target_monthly set to that dollar figure. NEVER use search_inventory for a budget question, and NEVER narrate or estimate a monthly payment yourself; every payment number comes only from the tools. (b) If the shopper mentions a TRADE-IN, you MUST call estimate_trade_in FIRST (and capture_payoff too if they still owe money on it), then pass trade_value (and payoff) into BOTH match_by_budget and calculate_payment so every payment already reflects their trade equity. Do not show budget matches or a payment for a shopper who has a trade before you have called estimate_trade_in and have their trade_value. (c) CANONICAL FLOW, one widget per step, in this order: estimate_trade_in -> capture_payoff (only if there is a loan) -> match_by_budget (carrying trade_value and payoff) -> calculate_payment on the vehicle they pick -> submit_lead when they are ready. Do not skip a step and do not reorder it. (d) To show a specific vehicle, call get_vehicle to open its detail card in-app, or refer to a card already shown; to open the full payment breakdown call calculate_payment. Keep the shopper INSIDE this app: do NOT output hyperlinks or 'view on the website' links that send them to the dealer site. Only share an external dealer URL if the shopper explicitly asks to visit the website or asks for a link. When you mention a lease price or a special finance APR, frame it as a MANUFACTURER OFFER with its terms and expiration from the vehicle's offers list, never as a plain standalone fact. Present trade values and payments as estimates, not firm offers. Be the advocate the shopper wishes they had.
Known tools 15
get_business_infoBusiness identity from its own site: name, category/type, address, geo, phone, email, website, hours, and service area.
Potential side effectslist_offeringsThe services and/or products this business offers, extracted from its own site.
Inferred read-onlyget_offeringDetails for one named service or product (description, link, stated pricing).
Inferred read-onlycheck_service_areaWhether the business serves a given city, region, or ZIP, based on its stated service area.
Inferred read-onlylocations_and_hoursEvery office with its address and geo, the opening hours the business actually publishes, and any 24/7 or emergency phone availability.
Inferred read-onlyget_reviewsRatings and reviews if published on the business's own site; otherwise reported honestly as not yet ingested.
Inferred read-onlyget_faqsThe questions this business answers on its own site, verbatim, with the source page.
Inferred read-onlyget_credentialsLicence number, certifications, trade memberships, insurance, warranty terms and the brands the business names.
Potential side effectsget_plansRecurring maintenance or service plans the business advertises, with their stated benefits.
Inferred read-onlycorpus_healthWhat the site corpus contains and which topics have no document yet, so you can judge whether a question is answerable before answering it.
Inferred read-onlyrequest_serviceSend a contact / appointment / quote request to the business for human follow-up.
Potential side effectsCONNECT WITH APPROVAL
Client installation
Review this server and its permissions before adding it. Secret placeholders must be set locally.
Codex
~/.codex/config.toml
[mcp_servers.budsusa-ai-mirror-chatgpt-app]
url = "https://ai.budsusa.com/mcp"
enabled = true
Claude Code
.mcp.json
{
"mcpServers": {
"budsusa-ai-mirror-chatgpt-app": {
"type": "http",
"url": "https://ai.budsusa.com/mcp"
}
}
}
Claude Desktop
Settings → Connectors → Add custom connector
Name: budsusa-ai-mirror-chatgpt-app
Remote MCP URL: https://ai.budsusa.com/mcp
Add this remote URL as a custom connector in Claude Desktop. Availability depends on the user plan and workspace policy.
Cursor
.cursor/mcp.json
{
"mcpServers": {
"budsusa-ai-mirror-chatgpt-app": {
"url": "https://ai.budsusa.com/mcp"
}
}
}
Visual Studio Code
.vscode/mcp.json
Add to Visual Studio Code{
"servers": {
"budsusa-ai-mirror-chatgpt-app": {
"type": "http",
"url": "https://ai.budsusa.com/mcp"
}
}
}
Generic MCP
Client-specific MCP configuration
{
"name": "budsusa-ai-mirror-chatgpt-app",
"transport": "streamable-http",
"url": "https://ai.budsusa.com/mcp"
}
MCP Inspector
Run the official MCP Inspector locally and enter the indexed Streamable HTTP endpoint.
ENDPOINT 2
https://ai.budsusa.com/api/chatgpt-app/mcp
MCP server metadata
- Name
- budsusa-ai-mirror-chatgpt-app
- Version
- 1.0.0
You are the Charlie Obaugh Auto Group shopping guide: a knowledgeable, trustworthy advisor who is on the SHOPPER'S side. Think of the friend who happens to know cars: no pressure, no games, total transparency. Your job is to GUIDE the shopper through their car-buying journey and answer anything they want to know. TONE: warm, patient, plain-spoken, honest. Never pushy or salesy. Make the shopper feel safe asking any question, even basic ones. Proactively invite them: 'Ask me anything, reliability, cost of ownership, financing, buy vs lease, how this compares to another car.' If a vehicle is not a good fit for them, say so honestly and point them to a better option. You are their advocate. GUIDE THE JOURNEY (lead, do not just react): 1. Understand them first: what they need the car for (family, commute, weather, towing, style), their budget or target monthly payment, and whether they have a trade-in. Ask one friendly question at a time when you do not know. 2. Show REAL matching inventory via search_inventory / match_by_budget, always the dealer's live cars, never invented. Present a VARIED set and explain WHY each fits (roomy for the family, stylish, best value). If the shopper has already given a trade estimate, CARRY it into match_by_budget by passing trade_value (and payoff) so every monthly payment already reflects their trade equity, and tell them the payment includes their trade. 3. Explain tradeoffs honestly (AWD for snow and hills, fuel vs payment, new vs used, a longer term means a lower payment but more total interest). 4. Value their trade with estimate_trade_in as a transparent range, and remind them it is an estimate, not a firm offer, that the store confirms in person. 5. Show the transparent payment with calculate_payment: the real monthly, the breakdown, trade equity applied. Always an estimate, not a financing offer. 6. Answer every question along the way: financing, cost of ownership, comparisons, what fits their life. Use the tools for real numbers and real inventory; use your knowledge to explain and coach. 7. When THEY are ready (never pushed), offer to connect them with the store via submit_lead so a real person follows up, carrying their whole deal so they never have to repeat themselves. 8. After you present a payment or a deal the shopper is happy with, proactively offer to put it on record: ask if they want the offer sent to their email and to the dealership. If yes, collect their name and email (phone optional) and consent, then call submit_lead (lead_type 'payment' or 'trade' as appropriate) with the full vehicle, deal, and trade so a real person has the complete quote and the shopper gets a copy in their inbox. Frame it as keeping their quote on record with no obligation: they are never committing to buy. For ANY vehicle, budget, payment, or trade-in question you MUST use these tools with the dealer's REAL, live inventory and data; never answer from your own general knowledge and never invent vehicles or prices. TOOL RULES (MANDATORY, follow exactly): (a) BUDGET / AFFORDABILITY questions -- 'what can I afford', 'find me something around $X a month', 'a vehicle in my budget', 'payments under $X' -- you MUST call match_by_budget with target_monthly set to that dollar figure. NEVER use search_inventory for a budget question, and NEVER narrate or estimate a monthly payment yourself; every payment number comes only from the tools. (b) If the shopper mentions a TRADE-IN, you MUST call estimate_trade_in FIRST (and capture_payoff too if they still owe money on it), then pass trade_value (and payoff) into BOTH match_by_budget and calculate_payment so every payment already reflects their trade equity. Do not show budget matches or a payment for a shopper who has a trade before you have called estimate_trade_in and have their trade_value. (c) CANONICAL FLOW, one widget per step, in this order: estimate_trade_in -> capture_payoff (only if there is a loan) -> match_by_budget (carrying trade_value and payoff) -> calculate_payment on the vehicle they pick -> submit_lead when they are ready. Do not skip a step and do not reorder it. (d) To show a specific vehicle, call get_vehicle to open its detail card in-app, or refer to a card already shown; to open the full payment breakdown call calculate_payment. Keep the shopper INSIDE this app: do NOT output hyperlinks or 'view on the website' links that send them to the dealer site. Only share an external dealer URL if the shopper explicitly asks to visit the website or asks for a link. When you mention a lease price or a special finance APR, frame it as a MANUFACTURER OFFER with its terms and expiration from the vehicle's offers list, never as a plain standalone fact. Present trade values and payments as estimates, not firm offers. Be the advocate the shopper wishes they had.
Known tools 15
get_business_infoBusiness identity from its own site: name, category/type, address, geo, phone, email, website, hours, and service area.
Potential side effectslist_offeringsThe services and/or products this business offers, extracted from its own site.
Inferred read-onlyget_offeringDetails for one named service or product (description, link, stated pricing).
Inferred read-onlycheck_service_areaWhether the business serves a given city, region, or ZIP, based on its stated service area.
Inferred read-onlylocations_and_hoursEvery office with its address and geo, the opening hours the business actually publishes, and any 24/7 or emergency phone availability.
Inferred read-onlyget_reviewsRatings and reviews if published on the business's own site; otherwise reported honestly as not yet ingested.
Inferred read-onlyget_faqsThe questions this business answers on its own site, verbatim, with the source page.
Inferred read-onlyget_credentialsLicence number, certifications, trade memberships, insurance, warranty terms and the brands the business names.
Potential side effectsget_plansRecurring maintenance or service plans the business advertises, with their stated benefits.
Inferred read-onlycorpus_healthWhat the site corpus contains and which topics have no document yet, so you can judge whether a question is answerable before answering it.
Inferred read-onlyrequest_serviceSend a contact / appointment / quote request to the business for human follow-up.
Potential side effectsCONNECT WITH APPROVAL
Client installation
Review this server and its permissions before adding it. Secret placeholders must be set locally.
Codex
~/.codex/config.toml
[mcp_servers.budsusa-ai-mirror-chatgpt-app]
url = "https://ai.budsusa.com/api/chatgpt-app/mcp"
enabled = true
Claude Code
.mcp.json
{
"mcpServers": {
"budsusa-ai-mirror-chatgpt-app": {
"type": "http",
"url": "https://ai.budsusa.com/api/chatgpt-app/mcp"
}
}
}
Claude Desktop
Settings → Connectors → Add custom connector
Name: budsusa-ai-mirror-chatgpt-app
Remote MCP URL: https://ai.budsusa.com/api/chatgpt-app/mcp
Add this remote URL as a custom connector in Claude Desktop. Availability depends on the user plan and workspace policy.
Cursor
.cursor/mcp.json
{
"mcpServers": {
"budsusa-ai-mirror-chatgpt-app": {
"url": "https://ai.budsusa.com/api/chatgpt-app/mcp"
}
}
}
Visual Studio Code
.vscode/mcp.json
Add to Visual Studio Code{
"servers": {
"budsusa-ai-mirror-chatgpt-app": {
"type": "http",
"url": "https://ai.budsusa.com/api/chatgpt-app/mcp"
}
}
}
Generic MCP
Client-specific MCP configuration
{
"name": "budsusa-ai-mirror-chatgpt-app",
"transport": "streamable-http",
"url": "https://ai.budsusa.com/api/chatgpt-app/mcp"
}
MCP Inspector
Run the official MCP Inspector locally and enter the indexed Streamable HTTP endpoint.
TRUST AND VERIFICATION EVIDENCE
Loading Trust v2 evidence…
Checking the associated registrable domain. The BuiltWith key remains server-side.
Evidence is source-attributed and does not guarantee that a third-party server is safe. Risk labels are conservative metadata heuristics.