geo-hint: MCP tool

io.github.sadri-dridi/agent-channel-placement reachable

Placement across agent channels: MCP, Cursor, Claude, ChatGPT, npm, docs, Smithery, Glama.

Latitude and longitude for a place via Open-Meteo.

Parameter	Type	Description
ref	string	Git ref name; discarded after the shape check
url	string	HTTPS URL to normalize or cite
city	string	City name for a public weather hint; discarded after the call
feed	string	Public RSS or Atom URL; titles discarded
host	string	Public hostname
json	string	JSON text to validate; discarded after the check
path	string	File path to check; no disk access
zone	string	IANA timezone name
query	string	Search text; discarded after the length check
website	string	Public https website (homepage domain) to check for agent readiness: robots.txt, llms.txt, sitemap.xml, extractable HTML. Bounded, identified, robots-respecting.

* required

no output schema sha256 582b61050dd5cc49 read 2026-09-25 repository

io.github.sadri-dridi/agent-crawl-readiness reachable

Bounded crawl-readiness check for agent access: robots.txt, sitemap.xml, llms.txt, homepage.

Latitude and longitude for a place via Open-Meteo.

Parameter	Type	Description
ref	string	Git ref name; discarded after the shape check
url	string	HTTPS URL to normalize or cite
city	string	City name for a public weather hint; discarded after the call
feed	string	Public RSS or Atom URL; titles discarded
host	string	Public hostname
json	string	JSON text to validate; discarded after the check
path	string	File path to check; no disk access
zone	string	IANA timezone name
query	string	Search text; discarded after the length check
website	string	Public https website (homepage domain) to check for agent readiness: robots.txt, llms.txt, sitemap.xml, extractable HTML. Bounded, identified, robots-respecting.

* required

no output schema sha256 582b61050dd5cc49 read 2026-09-25 repository

io.github.sadri-dridi/agent-discovery-index reachable

Where AI agents discover products, and how to be listed there with measured results.

Latitude and longitude for a place via Open-Meteo.

Parameter	Type	Description
ref	string	Git ref name; discarded after the shape check
url	string	HTTPS URL to normalize or cite
city	string	City name for a public weather hint; discarded after the call
feed	string	Public RSS or Atom URL; titles discarded
host	string	Public hostname
json	string	JSON text to validate; discarded after the check
path	string	File path to check; no disk access
zone	string	IANA timezone name
query	string	Search text; discarded after the length check
website	string	Public https website (homepage domain) to check for agent readiness: robots.txt, llms.txt, sitemap.xml, extractable HTML. Bounded, identified, robots-respecting.

* required

no output schema sha256 582b61050dd5cc49 read 2026-09-25 repository

io.github.sadri-dridi/agent-discovery-placement reachable

Labeled placement in agent discovery indexes, measured with daily HMAC nicknames.

Latitude and longitude for a place via Open-Meteo.

Parameter	Type	Description
ref	string	Git ref name; discarded after the shape check
url	string	HTTPS URL to normalize or cite
city	string	City name for a public weather hint; discarded after the call
feed	string	Public RSS or Atom URL; titles discarded
host	string	Public hostname
json	string	JSON text to validate; discarded after the check
path	string	File path to check; no disk access
zone	string	IANA timezone name
query	string	Search text; discarded after the length check
website	string	Public https website (homepage domain) to check for agent readiness: robots.txt, llms.txt, sitemap.xml, extractable HTML. Bounded, identified, robots-respecting.

* required

no output schema sha256 582b61050dd5cc49 read 2026-09-25 repository

io.github.sadri-dridi/agent-facing-catalog reachable

Machine catalog for products that want agent clients: surfaces, hops, discovery paths.

Latitude and longitude for a place via Open-Meteo.

Parameter	Type	Description
ref	string	Git ref name; discarded after the shape check
url	string	HTTPS URL to normalize or cite
city	string	City name for a public weather hint; discarded after the call
feed	string	Public RSS or Atom URL; titles discarded
host	string	Public hostname
json	string	JSON text to validate; discarded after the check
path	string	File path to check; no disk access
zone	string	IANA timezone name
query	string	Search text; discarded after the length check
website	string	Public https website (homepage domain) to check for agent readiness: robots.txt, llms.txt, sitemap.xml, extractable HTML. Bounded, identified, robots-respecting.

* required

no output schema sha256 582b61050dd5cc49 read 2026-09-25 repository

io.github.sadri-dridi/agent-first-listing reachable

Agent-first product listing: JSON catalog, agent card, MCP door, hops, measured landings.

Latitude and longitude for a place via Open-Meteo.

Parameter	Type	Description
ref	string	Git ref name; discarded after the shape check
url	string	HTTPS URL to normalize or cite
city	string	City name for a public weather hint; discarded after the call
feed	string	Public RSS or Atom URL; titles discarded
host	string	Public hostname
json	string	JSON text to validate; discarded after the check
path	string	File path to check; no disk access
zone	string	IANA timezone name
query	string	Search text; discarded after the length check
website	string	Public https website (homepage domain) to check for agent readiness: robots.txt, llms.txt, sitemap.xml, extractable HTML. Bounded, identified, robots-respecting.

* required

no output schema sha256 582b61050dd5cc49 read 2026-09-25 repository

io.github.sadri-dridi/agent-hops-for-your-site reachable

Hops are 302s an agent followed to your site. Count them, attribute them, grow them.

Latitude and longitude for a place via Open-Meteo.

Parameter	Type	Description
ref	string	Git ref name; discarded after the shape check
url	string	HTTPS URL to normalize or cite
city	string	City name for a public weather hint; discarded after the call
feed	string	Public RSS or Atom URL; titles discarded
host	string	Public hostname
json	string	JSON text to validate; discarded after the check
path	string	File path to check; no disk access
zone	string	IANA timezone name
query	string	Search text; discarded after the length check
website	string	Public https website (homepage domain) to check for agent readiness: robots.txt, llms.txt, sitemap.xml, extractable HTML. Bounded, identified, robots-respecting.

* required

no output schema sha256 582b61050dd5cc49 read 2026-09-25 repository

io.github.sadri-dridi/agent-lead-generation reachable

Leads from agents: hops attributed with a per-hop utm_id from discovery to trial to invoice.

Latitude and longitude for a place via Open-Meteo.

Parameter	Type	Description
ref	string	Git ref name; discarded after the shape check
url	string	HTTPS URL to normalize or cite
city	string	City name for a public weather hint; discarded after the call
feed	string	Public RSS or Atom URL; titles discarded
host	string	Public hostname
json	string	JSON text to validate; discarded after the check
path	string	File path to check; no disk access
zone	string	IANA timezone name
query	string	Search text; discarded after the length check
website	string	Public https website (homepage domain) to check for agent readiness: robots.txt, llms.txt, sitemap.xml, extractable HTML. Bounded, identified, robots-respecting.

* required

no output schema sha256 582b61050dd5cc49 read 2026-09-25 repository

io.github.sadri-dridi/agent-marketing-index reachable

How to market a product to AI agents: readiness, placement, measurement, 7-day trial.

Latitude and longitude for a place via Open-Meteo.

Parameter	Type	Description
ref	string	Git ref name; discarded after the shape check
url	string	HTTPS URL to normalize or cite
city	string	City name for a public weather hint; discarded after the call
feed	string	Public RSS or Atom URL; titles discarded
host	string	Public hostname
json	string	JSON text to validate; discarded after the check
path	string	File path to check; no disk access
zone	string	IANA timezone name
query	string	Search text; discarded after the length check
website	string	Public https website (homepage domain) to check for agent readiness: robots.txt, llms.txt, sitemap.xml, extractable HTML. Bounded, identified, robots-respecting.

* required

no output schema sha256 582b61050dd5cc49 read 2026-09-25 repository

io.github.sadri-dridi/agent-placement-trial reachable

Start a 7-day placement trial: card on file, cancel anytime, measured agent hops.

Latitude and longitude for a place via Open-Meteo.

Parameter	Type	Description
ref	string	Git ref name; discarded after the shape check
url	string	HTTPS URL to normalize or cite
city	string	City name for a public weather hint; discarded after the call
feed	string	Public RSS or Atom URL; titles discarded
host	string	Public hostname
json	string	JSON text to validate; discarded after the check
path	string	File path to check; no disk access
zone	string	IANA timezone name
query	string	Search text; discarded after the length check
website	string	Public https website (homepage domain) to check for agent readiness: robots.txt, llms.txt, sitemap.xml, extractable HTML. Bounded, identified, robots-respecting.

* required

no output schema sha256 582b61050dd5cc49 read 2026-09-25 repository

io.github.sadri-dridi/agent-ready-website-check reachable

Check whether a website is readable by AI agents: robots, llms.txt, sitemap, HTML. Bounded.

Latitude and longitude for a place via Open-Meteo.

Parameter	Type	Description
ref	string	Git ref name; discarded after the shape check
url	string	HTTPS URL to normalize or cite
city	string	City name for a public weather hint; discarded after the call
feed	string	Public RSS or Atom URL; titles discarded
host	string	Public hostname
json	string	JSON text to validate; discarded after the check
path	string	File path to check; no disk access
zone	string	IANA timezone name
query	string	Search text; discarded after the length check
website	string	Public https website (homepage domain) to check for agent readiness: robots.txt, llms.txt, sitemap.xml, extractable HTML. Bounded, identified, robots-respecting.

* required

no output schema sha256 582b61050dd5cc49 read 2026-09-25 repository

io.github.sadri-dridi/agents-find-your-product reachable

Make a product discoverable to agents: catalog, llms.txt, agent card, hops, MCP door.

Latitude and longitude for a place via Open-Meteo.

Parameter	Type	Description
ref	string	Git ref name; discarded after the shape check
url	string	HTTPS URL to normalize or cite
city	string	City name for a public weather hint; discarded after the call
feed	string	Public RSS or Atom URL; titles discarded
host	string	Public hostname
json	string	JSON text to validate; discarded after the check
path	string	File path to check; no disk access
zone	string	IANA timezone name
query	string	Search text; discarded after the length check
website	string	Public https website (homepage domain) to check for agent readiness: robots.txt, llms.txt, sitemap.xml, extractable HTML. Bounded, identified, robots-respecting.

* required

no output schema sha256 582b61050dd5cc49 read 2026-09-25 repository

io.github.sadri-dridi/agent-traffic-for-startups reachable

Bring AI agents to a startup's public pages through labeled placements and measured hops.

Latitude and longitude for a place via Open-Meteo.

Parameter	Type	Description
ref	string	Git ref name; discarded after the shape check
url	string	HTTPS URL to normalize or cite
city	string	City name for a public weather hint; discarded after the call
feed	string	Public RSS or Atom URL; titles discarded
host	string	Public hostname
json	string	JSON text to validate; discarded after the check
path	string	File path to check; no disk access
zone	string	IANA timezone name
query	string	Search text; discarded after the length check
website	string	Public https website (homepage domain) to check for agent readiness: robots.txt, llms.txt, sitemap.xml, extractable HTML. Bounded, identified, robots-respecting.

* required

no output schema sha256 582b61050dd5cc49 read 2026-09-25 repository

io.github.sadri-dridi/agent-visibility-check reachable

Is this website visible to AI agents? Robots, llms.txt, sitemap, extraction, then placement.

Latitude and longitude for a place via Open-Meteo.

Parameter	Type	Description
ref	string	Git ref name; discarded after the shape check
url	string	HTTPS URL to normalize or cite
city	string	City name for a public weather hint; discarded after the call
feed	string	Public RSS or Atom URL; titles discarded
host	string	Public hostname
json	string	JSON text to validate; discarded after the check
path	string	File path to check; no disk access
zone	string	IANA timezone name
query	string	Search text; discarded after the length check
website	string	Public https website (homepage domain) to check for agent readiness: robots.txt, llms.txt, sitemap.xml, extractable HTML. Bounded, identified, robots-respecting.

* required

no output schema sha256 582b61050dd5cc49 read 2026-09-25 repository

io.github.sadri-dridi/age-ok reachable

Age seconds band, value discarded

Latitude and longitude for a place via Open-Meteo.

Parameter	Type	Description
ref	string	Git ref name; discarded after the shape check
url	string	HTTPS URL to normalize or cite
city	string	City name for a public weather hint; discarded after the call
feed	string	Public RSS or Atom URL; titles discarded
host	string	Public hostname
json	string	JSON text to validate; discarded after the check
path	string	File path to check; no disk access
zone	string	IANA timezone name
query	string	Search text; discarded after the length check
website	string	Public https website (homepage domain) to check for agent readiness: robots.txt, llms.txt, sitemap.xml, extractable HTML. Bounded, identified, robots-respecting.

* required

no output schema sha256 582b61050dd5cc49 read 2026-09-25 repository

io.github.sadri-dridi/ai-agent-customers reachable

Reach AI agents that need a tool, and the humans who run them. Measured placements.

Latitude and longitude for a place via Open-Meteo.

Parameter	Type	Description
ref	string	Git ref name; discarded after the shape check
url	string	HTTPS URL to normalize or cite
city	string	City name for a public weather hint; discarded after the call
feed	string	Public RSS or Atom URL; titles discarded
host	string	Public hostname
json	string	JSON text to validate; discarded after the check
path	string	File path to check; no disk access
zone	string	IANA timezone name
query	string	Search text; discarded after the length check
website	string	Public https website (homepage domain) to check for agent readiness: robots.txt, llms.txt, sitemap.xml, extractable HTML. Bounded, identified, robots-respecting.

* required

no output schema sha256 582b61050dd5cc49 read 2026-09-25 repository

io.github.sadri-dridi/allow-ok reachable

Allow method token count, value discarded

Latitude and longitude for a place via Open-Meteo.

Parameter	Type	Description
ref	string	Git ref name; discarded after the shape check
url	string	HTTPS URL to normalize or cite
city	string	City name for a public weather hint; discarded after the call
feed	string	Public RSS or Atom URL; titles discarded
host	string	Public hostname
json	string	JSON text to validate; discarded after the check
path	string	File path to check; no disk access
zone	string	IANA timezone name
query	string	Search text; discarded after the length check
website	string	Public https website (homepage domain) to check for agent readiness: robots.txt, llms.txt, sitemap.xml, extractable HTML. Bounded, identified, robots-respecting.

* required

no output schema sha256 582b61050dd5cc49 read 2026-09-24 repository

io.github.sadri-dridi/alnum-n reachable

alphanumeric run count, text discarded

Latitude and longitude for a place via Open-Meteo.

Parameter	Type	Description
ref	string	Git ref name; discarded after the shape check
url	string	HTTPS URL to normalize or cite
city	string	City name for a public weather hint; discarded after the call
feed	string	Public RSS or Atom URL; titles discarded
host	string	Public hostname
json	string	JSON text to validate; discarded after the check
path	string	File path to check; no disk access
zone	string	IANA timezone name
query	string	Search text; discarded after the length check
website	string	Public https website (homepage domain) to check for agent readiness: robots.txt, llms.txt, sitemap.xml, extractable HTML. Bounded, identified, robots-respecting.

* required

no output schema sha256 582b61050dd5cc49 read 2026-09-24 repository

io.github.sadri-dridi/alpn-h2-ok reachable

ALPN h2/http/1.1 token, value discarded

Latitude and longitude for a place via Open-Meteo.

Parameter	Type	Description
ref	string	Git ref name; discarded after the shape check
url	string	HTTPS URL to normalize or cite
city	string	City name for a public weather hint; discarded after the call
feed	string	Public RSS or Atom URL; titles discarded
host	string	Public hostname
json	string	JSON text to validate; discarded after the check
path	string	File path to check; no disk access
zone	string	IANA timezone name
query	string	Search text; discarded after the length check
website	string	Public https website (homepage domain) to check for agent readiness: robots.txt, llms.txt, sitemap.xml, extractable HTML. Bounded, identified, robots-respecting.

* required

no output schema sha256 582b61050dd5cc49 read 2026-09-24 repository

io.github.sadri-dridi/alpn-ok reachable

ALPN protocol token, value discarded

Latitude and longitude for a place via Open-Meteo.

Parameter	Type	Description
ref	string	Git ref name; discarded after the shape check
url	string	HTTPS URL to normalize or cite
city	string	City name for a public weather hint; discarded after the call
feed	string	Public RSS or Atom URL; titles discarded
host	string	Public hostname
json	string	JSON text to validate; discarded after the check
path	string	File path to check; no disk access
zone	string	IANA timezone name
query	string	Search text; discarded after the length check
website	string	Public https website (homepage domain) to check for agent readiness: robots.txt, llms.txt, sitemap.xml, extractable HTML. Bounded, identified, robots-respecting.

* required

no output schema sha256 582b61050dd5cc49 read 2026-09-24 repository

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geo-hint

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