dev.cloro/cloro

MCPcommunitylive
v0.1.0dev.cloroUnknownUpdated 1mo ago

Scrape AI answer engines and Google Search/News with country and state-level geo-targeting.

Endpoint healthlive
checked 2 days ago · 113ms
100% of the last 6 checks reached this endpoint
Works in
ClaudeCursorCopilotChatGPTGemini

Inferred from the transports this listing declares (streamable-http). A client not listed here hasn’t been ruled out — it just isn’t something Forge can confirm.

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1mo agoLast update
Package
Authordev.cloro
LicenseUnknown
Version0.1.0
Sourcemcp-registry
Trust Status
B
60/100Good
✓Listed in Forge index+10/10
—Publisher identity verified+0/30
→ Publisher: this listing has no repository on file, so `forge publish` cannot verify ownership automatically. Use "Claim this listing" above — Forge reviews these by hand.
—Domain verification+0/10
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✓Prompt-injection scan · clean+30/30
✓Obfuscation / exfil scan · clean+20/20
StatusCommunity-indexed
PublisherUnverified
SignatureUnsigned
Domain—
Provenance—
DependenciesNot audited
Tool surface10 tools · none privileged
Security scan✓ Cleanvlive · 13d agoHow well does this scan work?
EvalsNone
IndexedAug 11, 2026

Verification confirms publisher identity (repo ownership), not code safety. The security scan covers known CVEs and suspicious install scripts.

Tools

10 tools · none privileged
Observed live from the vendor's endpoint13d ago

Read from a real MCP initialize → tools/list handshake against the declared endpoint. No tool was ever invoked — tools/list is the read-only introspection call the protocol defines for this. It reflects what the server advertised at that moment; a hosted endpoint is not pinned to any version and can change without notice.

  • https://mcp.cloro.dev/mcp10 tools · 177ms
scrape_chatgptSubmit a prompt to ChatGPT from a chosen country (and optionally US state) and return the full answer: text, cited sources, and optionally markdown, search queries, shopping results, and ads. Use this to see how ChatGPT answers a prompt and which brands/sources it mentions.

Submit a prompt to ChatGPT from a chosen country (and optionally US state) and return the full answer: text, cited sources, and optionally markdown, search queries, shopping results, and ads. Use this to see how ChatGPT answers a prompt and which brands/sources it mentions.

ParameterTypeDescription
prompt*stringThe prompt to submit to ChatGPT.
country*stringISO 3166-1 alpha-2 country code to geo-target the request from (e.g. "US"). Use list_countries to see supported codes per model.
includeobjectOptional flags for heavier payload fields, each off by default: markdown (the answer rendered as markdown), html (the answer page HTML), rawResponse (the engin…
legacybooleanServe ChatGPT's desktop UI instead of the default mobile-web UI. Needed for include.ads and include.shopping, which only render on desktop. Defaults to false.
disableWebSearchboolean—
statestringOptional state code for state-level targeting (e.g. "CA" when country is "US"). Only some countries support this — call list_states for the supported countries…
scrape_geminiSubmit a prompt to Google Gemini from a chosen country (and optionally US state) and return the answer with cited sources. Use this to see how Google Gemini answers a prompt and which brands/sources it mentions.

Submit a prompt to Google Gemini from a chosen country (and optionally US state) and return the answer with cited sources. Use this to see how Google Gemini answers a prompt and which brands/sources it mentions.

ParameterTypeDescription
prompt*stringThe prompt to submit to Google Gemini.
country*stringISO 3166-1 alpha-2 country code to geo-target the request from (e.g. "US"). Use list_countries to see supported codes per model.
includeobjectOptional flags for heavier payload fields, each off by default: markdown (the answer rendered as markdown), html (the answer page HTML), rawResponse (the engin…
statestringOptional state code for state-level targeting (e.g. "CA" when country is "US"). Only some countries support this — call list_states for the supported countries…
scrape_copilotSubmit a prompt to Microsoft Copilot from a chosen country (and optionally US state) and return the answer with cited sources. Use this to see how Microsoft Copilot answers a prompt and which brands/sources it mentions.

Submit a prompt to Microsoft Copilot from a chosen country (and optionally US state) and return the answer with cited sources. Use this to see how Microsoft Copilot answers a prompt and which brands/sources it mentions.

ParameterTypeDescription
prompt*stringThe prompt to submit to Microsoft Copilot.
country*stringISO 3166-1 alpha-2 country code to geo-target the request from (e.g. "US"). Use list_countries to see supported codes per model.
includeobjectOptional flags for heavier payload fields, each off by default: markdown (the answer rendered as markdown), html (the answer page HTML), rawResponse (the engin…
statestringOptional state code for state-level targeting (e.g. "CA" when country is "US"). Only some countries support this — call list_states for the supported countries…
scrape_perplexitySubmit a prompt to Perplexity from a chosen country (and optionally US state) and return the answer with cited sources. Use this to see how Perplexity answers a prompt and which brands/sources it mentions.

Submit a prompt to Perplexity from a chosen country (and optionally US state) and return the answer with cited sources. Use this to see how Perplexity answers a prompt and which brands/sources it mentions.

ParameterTypeDescription
prompt*stringThe prompt to submit to Perplexity.
country*stringISO 3166-1 alpha-2 country code to geo-target the request from (e.g. "US"). Use list_countries to see supported codes per model.
includeobjectOptional flags for heavier payload fields, each off by default: markdown (the answer rendered as markdown), html (the answer page HTML), rawResponse (the engin…
statestringOptional state code for state-level targeting (e.g. "CA" when country is "US"). Only some countries support this — call list_states for the supported countries…
scrape_grokSubmit a prompt to Grok (xAI) from a chosen country (and optionally US state) and return the answer with cited sources. Use this to see how Grok (xAI) answers a prompt and which brands/sources it mentions.

Submit a prompt to Grok (xAI) from a chosen country (and optionally US state) and return the answer with cited sources. Use this to see how Grok (xAI) answers a prompt and which brands/sources it mentions.

ParameterTypeDescription
prompt*stringThe prompt to submit to Grok (xAI).
country*stringISO 3166-1 alpha-2 country code to geo-target the request from (e.g. "US"). Use list_countries to see supported codes per model.
includeobjectOptional flags for heavier payload fields, each off by default: markdown (the answer rendered as markdown), html (the answer page HTML), rawResponse (the engin…
statestringOptional state code for state-level targeting (e.g. "CA" when country is "US"). Only some countries support this — call list_states for the supported countries…
scrape_google_ai_modeSubmit a prompt to Google AI Mode from a chosen country and return the AI answer with cited sources. Supports location or UULE targeting and desktop/mobile emulation.

Submit a prompt to Google AI Mode from a chosen country and return the AI answer with cited sources. Supports location or UULE targeting and desktop/mobile emulation.

ParameterTypeDescription
prompt*stringThe prompt to submit to Google AI Mode.
countrystringISO 3166-1 alpha-2 country code to geo-target the request from (e.g. "US"). Use list_countries to see supported codes per model. Deprecated — use gl instead; c…
glstringISO 3166-1 alpha-2 code for the result geography, sent to Google as gl (e.g. "us"). Use list_countries to see supported codes per model.
hlstringOptional Google interface-language code, sent as hl (e.g. "de", "pt-br"). Defaults to the language derived from gl — set it when the geography's dominant langu…
locationstringOptional location name to target search results (e.g. "Austin, Texas, United States"). Mutually exclusive with uule.
uulestringOptional Google UULE location parameter. Mutually exclusive with location.
devicestringDevice type to emulate. Defaults to desktop.
includeobjectOptional flags for heavier payload fields, each off by default: markdown (the answer rendered as markdown), html (the answer page HTML), rawResponse (the engin…
scrape_googleRun a Google search from a chosen country and return organic results, with optional AI Overview extraction (include.aioverview) and People-Also-Ask AI answers (include.paaAioverview). Two modes: structured (query + country, with optional location/uule/pages) or url (a complete google.com/search URL…

Run a Google search from a chosen country and return organic results, with optional AI Overview extraction (include.aioverview) and People-Also-Ask AI answers (include.paaAioverview). Two modes: structured (query + country, with optional location/uule/pages) or url (a complete google.com/search URL…

ParameterTypeDescription
querystringThe search query. Required unless url is provided.
urlstringA complete google.com/search URL to fetch instead of building one from structured fields. When set, query/location/uule/pages must be omitted (the URL owns the…
countrystringISO 3166-1 alpha-2 country code to geo-target the request from (e.g. "US"). Use list_countries to see supported codes per model. Deprecated — use gl instead; c…
glstringISO 3166-1 alpha-2 code for the result geography, sent to Google as gl (e.g. "us"). Use list_countries to see supported codes per model. Required in query mode…
hlstringOptional Google interface-language code, sent as hl (e.g. "de", "pt-br"). Defaults to the language derived from gl — set it when the geography's dominant langu…
locationstringOptional location name to target search results (e.g. "Austin, Texas, United States"). Mutually exclusive with uule.
uulestringOptional Google UULE location parameter. Mutually exclusive with location.
devicestringDevice to emulate: desktop, mobile, ios (Safari on iPhone), or android (Chrome on Android). mobile is an alias for android. Defaults to desktop.
pagesnumberNumber of result pages to fetch (1-10). Defaults to 1.
includeobjectOptional flags. Set aioverview: true to extract Google's AI Overview (or { markdown: true } for markdown), paaAioverview: true to hydrate AI answers in People…
scrape_google_newsRun a Google News search from a chosen country and return news results. Supports desktop, mobile, iOS, and Android emulation and multi-page results.

Run a Google News search from a chosen country and return news results. Supports desktop, mobile, iOS, and Android emulation and multi-page results.

ParameterTypeDescription
query*stringThe search query.
countrystringISO 3166-1 alpha-2 country code to geo-target the request from (e.g. "US"). Use list_countries to see supported codes per model. Deprecated — use gl instead; c…
glstringISO 3166-1 alpha-2 code for the result geography, sent to Google as gl (e.g. "us"). Use list_countries to see supported codes per model.
hlstringOptional Google interface-language code, sent as hl (e.g. "de", "pt-br"). Defaults to the language derived from gl — set it when the geography's dominant langu…
devicestringDevice to emulate: desktop, mobile, ios (Safari on iPhone), or android (Chrome on Android). mobile is an alias for android. Defaults to desktop.
pagesnumberNumber of result pages to fetch (1-10). Defaults to 1.
includeobjectOptional flags for heavier payload fields, each off by default: markdown (the answer rendered as markdown), html (the answer page HTML), rawResponse (the engin…
list_countriesList the ISO 3166-1 alpha-2 country codes supported for geo-targeting. Pass a model to get the codes available for that specific engine (some engines block certain countries).

List the ISO 3166-1 alpha-2 country codes supported for geo-targeting. Pass a model to get the codes available for that specific engine (some engines block certain countries).

ParameterTypeDescription
modelstringOptionally filter to countries supported by a specific engine.
list_statesList the state codes available for state-level geo-targeting in a country (used as the "state" parameter on the scrape tools). Only countries with state-level targeting are accepted.

List the state codes available for state-level geo-targeting in a country (used as the "state" parameter on the scrape tools). Only countries with state-level targeting are accepted.

ParameterTypeDescription
country*stringISO 3166-1 alpha-2 country code to list states for. Only countries with state-level targeting are supported.

10 of 10 tools published a description.

Tool names and descriptions are written by the publisher and shown verbatim as inert text. They are the strings an MCP client passes to a model, so Forge scans them for prompt-injection patterns — any finding appears with the security scan above. “Privileged” is a keyword match on the tool name, not an audit of what the tool does: a benign-sounding name can still do anything.

About

Scrape AI answer engines and Google Search/News with country and state-level geo-targeting.

Keywords
mcp
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