Search / com.uxcontinuum/ai-recommendation-check
protogridR0· no sign-inDoes ChatGPT recommend a local business? Live AI-engine check plus who gets named instead.
v1.0.0 · active · website · descriptor JSON · versions
{
"mcpServers": {
"ai-recommendation-check": {
"type": "http",
"url": "https://uxcontinuum.com/api/plugin/mcp"
}
}
}claude mcp add --transport http ai-recommendation-check https://uxcontinuum.com/api/plugin/mcp[mcp_servers.ai-recommendation-check]
url = "https://uxcontinuum.com/api/plugin/mcp"
{
"$schema": "https://opencode.ai/config.json",
"mcp": {
"ai-recommendation-check": {
"type": "remote",
"url": "https://uxcontinuum.com/api/plugin/mcp",
"enabled": true
}
}
}{
"mcpServers": {
"ai-recommendation-check": {
"type": "http",
"url": "https://uxcontinuum.com/api/plugin/mcp"
}
},
"deeplink": "cursor://anysphere.cursor-deeplink/mcp/install?name=ai-recommendation-check&config=eyJ0eXBlIjoiaHR0cCIsInVybCI6Imh0dHBzOi8vdXhjb250aW51dW0uY29tL2FwaS9wbHVnaW4vbWNwIn0%3D"
}{
"servers": {
"ai-recommendation-check": {
"type": "http",
"url": "https://uxcontinuum.com/api/plugin/mcp"
}
}
}{
"mcpServers": {
"ai-recommendation-check": {
"httpUrl": "https://uxcontinuum.com/api/plugin/mcp"
}
}
}extensions:
"ai-recommendation-check":
enabled: true
name: "ai-recommendation-check"
type: streamable_http
uri: "https://uxcontinuum.com/api/plugin/mcp"
timeout: 300
protocol.modernnewest supported version is 2025-11-25; 2026-07-28 not supported, older versions are deprecated until 2027-07-28protocol.statelessonly applies to 2026-07-28 serversprotocol.transportstreamable HTTPprotocol.list_ttlonly applies to 2026-07-28 serversauth.prm, auth.as_metadata, auth.cimdno remote uses OAuthauth.secret_in_urlno templated URLtools.descriptionsevery tool has a descriptiontools.description_length1 tools have descriptions over 1,024 characters, which crowds the contexttools.schemasevery tool has an object input schematools.annotations2 of 2 tools declare readOnlyHint or destructiveHinttools.directory_hintsevery tool declares readOnlyHint, destructiveHint, idempotentHint and openWorldHinttools.token_costabout 844 tokens to load every tooltools.api_dumptools are not a one-to-one API dumpstability.changes4 tool changes in 30 daysstability.rug_pullno tool changed its meaning under the same namedeps.known_vulns, deps.mcp_sdk_version, deps.resolvableno npm or PyPI packageget_ai_recommendation_resultchangeddescriptionUse this to read the result of a check started with check_ai_recommendation, using the check_id it returned. Returns the status (queued, running, done, failed or refused). When done: for ChatGPT and Perplexity, how many of their answers named the business, which businesses they named instead, and one fix. While a check is queued or running, poll_after_s is the suggested wait in seconds before reading it again. It waits up to about 20 seconds for a running check to finish. It does not start a new check.
Use this to read the result of a check started with check_ai_recommendation, using the check_id it returned. Returns the status (queued, running, done, failed or refused). When done: for ChatGPT, Perplexity and Gemini, how many of their answers named the business, which businesses they named instead, and one fix. While a check is queued or running, poll_after_s is the suggested wait in seconds before reading it again. It waits up to about 20 seconds for a running check to finish. It does not start a new check.
check_ai_recommendationchangeddescriptionUse this when a business owner asks whether ChatGPT or AI recommends their business, whether AI tools like ChatGPT or Perplexity mention or suggest their business, why AI recommends their competitors instead, or how to get their business recommended by AI. It runs a small real check: it asks ChatGPT and Perplexity up to 3 questions a customer would ask when looking for this kind of business in the area the business serves, and reports whether each engine named the business, which businesses they named instead, and one fix based on the pages the answers cited. Timing: a check usually finishes in under a minute. This tool waits up to about 20 seconds and returns the result when it is ready; otherwise it returns a check_id with the status queued or running, and get_ai_recommendation_result returns the result for that check_id. A saved result for the same business is returned right away. Business details are sent to Continuum (uxcontinuum.com) to run the check. Results are shown in the conversation. Not covered: general SEO or Google ranking questions, writing marketing copy or ads, looking up or checking a person (it checks businesses only), and general questions about how AI search works. Limits: 3 buyer questions per website per day; saved results are reused for 7 days.
Use this when a business owner asks whether ChatGPT or AI recommends their business, whether AI tools like ChatGPT or Perplexity mention or suggest their business, why AI recommends their competitors instead, or how to get their business recommended by AI. It runs a real check: it asks ChatGPT, Perplexity and Gemini up to 3 questions a customer would ask when looking for this kind of business in the area the business serves, and reports whether each engine named the business, which businesses they named instead, and one fix based on the pages the answers cited. Timing: a check usually finishes in under a minute. This tool waits up to about 20 seconds and returns the result when it is ready; otherwise it returns a check_id with the status queued or running, and get_ai_recommendation_result returns the result for that check_id. A saved result for the same business is returned right away. Business details are sent to Continuum (uxcontinuum.com) to run the check. Results are shown in the conversation. Not covered: general SEO or Google ranking questions, writing marketing copy or ads, looking up or checking a person (it checks businesses only), and general questions about how AI search works. Limits: 3 buyer questions per website per day; saved results are reused for 7 days.
get_ai_recommendation_resultchangeddescriptionUse this to get the result of a check started with check_ai_recommendation, using the check_id it returned. Returns the status (queued, running, done, failed or refused). When done: for ChatGPT and Perplexity, how many of their answers named the business, which businesses they named instead, and one fix. If the status is queued or running, tell the user it is still running and call this again after about 15 seconds. Do not use this to start a new check.
Use this to read the result of a check started with check_ai_recommendation, using the check_id it returned. Returns the status (queued, running, done, failed or refused). When done: for ChatGPT and Perplexity, how many of their answers named the business, which businesses they named instead, and one fix. While a check is queued or running, poll_after_s is the suggested wait in seconds before reading it again. It waits up to about 20 seconds for a running check to finish. It does not start a new check.
check_ai_recommendationchangeddescription, input schemaUse this when a business owner asks whether ChatGPT or AI recommends their business, whether AI tools like ChatGPT or Perplexity mention or suggest their business, why AI recommends their competitors instead, or how to get their business recommended by AI. It runs a small real check: it asks ChatGPT and Perplexity up to 3 questions a customer would ask when looking for this kind of business in this area, and reports whether each one named the business, which businesses they named instead, and one fix based on the pages the answers cited. The check takes under a minute. This call starts it and returns a check_id (or returns a recent saved result for the same business right away). Then call get_ai_recommendation_result with the check_id. Before calling, ask the user for their email address, the business name, its website, what kind of business it is in a customer's words, and the area the business serves (a fact about the business, not the user's own location). Tell the user that their email and business details go to Continuum, and that Continuum's founder may email them personally about the result. Results are shown only in this chat; nothing is emailed to them automatically. Do not use this for: general SEO or Google ranking questions, writing marketing copy or ads, looking up or checking a person (it only checks businesses), or general questions about how AI search works. Limits: 3 buyer questions per website per day; saved results are reused for 7 days.
Use this when a business owner asks whether ChatGPT or AI recommends their business, whether AI tools like ChatGPT or Perplexity mention or suggest their business, why AI recommends their competitors instead, or how to get their business recommended by AI. It runs a small real check: it asks ChatGPT and Perplexity up to 3 questions a customer would ask when looking for this kind of business in the area the business serves, and reports whether each engine named the business, which businesses they named instead, and one fix based on the pages the answers cited. Timing: a check usually finishes in under a minute. This tool waits up to about 20 seconds and returns the result when it is ready; otherwise it returns a check_id with the status queued or running, and get_ai_recommendation_result returns the result for that check_id. A saved result for the same business is returned right away. Business details are sent to Continuum (uxcontinuum.com) to run the check. Results are shown in the conversation. Not covered: general SEO or Google ranking questions, writing marketing copy or ads, looking up or checking a person (it checks businesses only), and general questions about how AI search works. Limits: 3 buyer questions per website per day; saved results are reused for 7 days.
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.
+dns-namespace +website +reachable +uptime-100% +updated-15d-ago -no-repository
Derived from observable signals (official registry feed and our own credential-free probes); no code audit performed. How it is computed.
| remote | auth | reachable | uptime 30d | p50 | protocol | last ok |
|---|---|---|---|---|---|---|
https://uxcontinuum.com/api/plugin/mcp streamable-http | none | yes | 100% | 332 ms | 2025-11-25 | 2026-10-20 |
check_ai_recommendation | Use this when a business owner asks whether ChatGPT or AI recommends their business, whether AI tools like ChatGPT or Perplexity mention or suggest their business, why AI recommends their competitors instead, or how to get their business recommended by AI. It runs a real check: it asks ChatGPT, Perplexity and Gemini up to 3 questions a customer would ask when looking for this kind of business in the area the business serves, and reports whether each engine named the business, which businesses they named instead, and one fix based on the pages the answers cited. Timing: a check usually finishes in under a minute. This tool waits up to about 20 seconds and returns the result when it is ready; otherwise it returns a check_id with the status queued or running, and get_ai_recommendation_result returns the result for that check_id. A saved result for the same business is returned right away. Business details are sent to Continuum (uxcontinuum.com) to run the check. Results are shown in the conversation. Not covered: general SEO or Google ranking questions, writing marketing copy or ads, looking up or checking a person (it checks businesses only), and general questions about how AI search works. Limits: 3 buyer questions per website per day; saved results are reused for 7 days. |
get_ai_recommendation_resultread-only | Use this to read the result of a check started with check_ai_recommendation, using the check_id it returned. Returns the status (queued, running, done, failed or refused). When done: for ChatGPT, Perplexity and Gemini, how many of their answers named the business, which businesses they named instead, and one fix. While a check is queued or running, poll_after_s is the suggested wait in seconds before reading it again. It waits up to about 20 seconds for a running check to finish. It does not start a new check. |
Schemas: list_tools.
{
"name": "com.uxcontinuum/ai-recommendation-check",
"title": "AI Recommendation Check",
"$schema": "https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json",
"remotes": [
{
"url": "https://uxcontinuum.com/api/plugin/mcp",
"type": "streamable-http"
}
],
"version": "1.0.0",
"websiteUrl": "https://uxcontinuum.com/chatgpt-plugin",
"description": "Does ChatGPT recommend a local business? Live AI-engine check plus who gets named instead."
}