generate_llms_txt
Exposed by 1316 servers, with 5 different definitions behind the one name.
The same name does not mean the same tool here.
1316 servers expose generate_llms_txt and we have recorded 5 distinct definitions of it. Compare the parameters below before assuming one is a drop-in for another.
Delaware Open Data (data.delaware.gov) Socrata MCP.
Generate llms.txt
Generate a production-ready llms.txt file for any URL so AI crawlers (ChatGPT, Claude, Perplexity) can index the site cleanly. Fetches the page, extracts title/description/key links, and emits the standard llms.txt markdown format. Output is a single text blob ready to drop at site-root/llms.txt. Useful for: getting a client's site indexed by AI, drafting llms.txt for your own project, or auditing how an AI crawler would see a competitor.
| Parameter | Type | Description |
|---|---|---|
| url* | string | Full URL of the site to summarize, e.g. "https://example.com" or a specific landing page. |
| max_links | number | Maximum number of link entries to include (default 25, max 50). |
* required
Author's annotations: readOnlyHint=True, openWorldHint=True, idempotentHint=True, destructiveHint=False. These are claims by whoever wrote the server, not something we verified.
DataDenver MCP — Denver open data (opendata-geospatialdenver.hub.arcgis.com, ArcGIS REST API).
Generate llms.txt
Generate a production-ready llms.txt file for any URL so AI crawlers (ChatGPT, Claude, Perplexity) can index the site cleanly. Fetches the page, extracts title/description/key links, and emits the standard llms.txt markdown format. Output is a single text blob ready to drop at site-root/llms.txt. Useful for: getting a client's site indexed by AI, drafting llms.txt for your own project, or auditing how an AI crawler would see a competitor.
| Parameter | Type | Description |
|---|---|---|
| url* | string | Full URL of the site to summarize, e.g. "https://example.com" or a specific landing page. |
| max_links | number | Maximum number of link entries to include (default 25, max 50). |
* required
Author's annotations: readOnlyHint=True, openWorldHint=True, idempotentHint=True, destructiveHint=False. These are claims by whoever wrote the server, not something we verified.
DataDetroit MCP — Detroit open data (data.detroitmi.gov, ArcGIS REST API).
Generate llms.txt
Generate a production-ready llms.txt file for any URL so AI crawlers (ChatGPT, Claude, Perplexity) can index the site cleanly. Fetches the page, extracts title/description/key links, and emits the standard llms.txt markdown format. Output is a single text blob ready to drop at site-root/llms.txt. Useful for: getting a client's site indexed by AI, drafting llms.txt for your own project, or auditing how an AI crawler would see a competitor.
| Parameter | Type | Description |
|---|---|---|
| url* | string | Full URL of the site to summarize, e.g. "https://example.com" or a specific landing page. |
| max_links | number | Maximum number of link entries to include (default 25, max 50). |
* required
Author's annotations: readOnlyHint=True, openWorldHint=True, idempotentHint=True, destructiveHint=False. These are claims by whoever wrote the server, not something we verified.
France Economy & Finance Open Data (data.economie.gouv.fr) — OpenDataSoft MCP.
Generate llms.txt
Generate a production-ready llms.txt file for any URL so AI crawlers (ChatGPT, Claude, Perplexity) can index the site cleanly. Fetches the page, extracts title/description/key links, and emits the standard llms.txt markdown format. Output is a single text blob ready to drop at site-root/llms.txt. Useful for: getting a client's site indexed by AI, drafting llms.txt for your own project, or auditing how an AI crawler would see a competitor.
| Parameter | Type | Description |
|---|---|---|
| url* | string | Full URL of the site to summarize, e.g. "https://example.com" or a specific landing page. |
| max_links | number | Maximum number of link entries to include (default 25, max 50). |
* required
Author's annotations: readOnlyHint=True, openWorldHint=True, idempotentHint=True, destructiveHint=False. These are claims by whoever wrote the server, not something we verified.
DataEdmonton MCP — Edmonton open data (data.edmonton.ca, Socrata SODA API).
Generate llms.txt
Generate a production-ready llms.txt file for any URL so AI crawlers (ChatGPT, Claude, Perplexity) can index the site cleanly. Fetches the page, extracts title/description/key links, and emits the standard llms.txt markdown format. Output is a single text blob ready to drop at site-root/llms.txt. Useful for: getting a client's site indexed by AI, drafting llms.txt for your own project, or auditing how an AI crawler would see a competitor.
| Parameter | Type | Description |
|---|---|---|
| url* | string | Full URL of the site to summarize, e.g. "https://example.com" or a specific landing page. |
| max_links | number | Maximum number of link entries to include (default 25, max 50). |
* required
Author's annotations: readOnlyHint=True, openWorldHint=True, idempotentHint=True, destructiveHint=False. These are claims by whoever wrote the server, not something we verified.
ENERGY STAR Open Data (data.energystar.gov) Socrata MCP.
Generate llms.txt
Generate a production-ready llms.txt file for any URL so AI crawlers (ChatGPT, Claude, Perplexity) can index the site cleanly. Fetches the page, extracts title/description/key links, and emits the standard llms.txt markdown format. Output is a single text blob ready to drop at site-root/llms.txt. Useful for: getting a client's site indexed by AI, drafting llms.txt for your own project, or auditing how an AI crawler would see a competitor.
| Parameter | Type | Description |
|---|---|---|
| url* | string | Full URL of the site to summarize, e.g. "https://example.com" or a specific landing page. |
| max_links | number | Maximum number of link entries to include (default 25, max 50). |
* required
Author's annotations: readOnlyHint=True, openWorldHint=True, idempotentHint=True, destructiveHint=False. These are claims by whoever wrote the server, not something we verified.
data.europa.eu — official EU open-data hub (~1.6M datasets)
Generate llms.txt
Generate a production-ready llms.txt file for any URL so AI crawlers (ChatGPT, Claude, Perplexity) can index the site cleanly. Fetches the page, extracts title/description/key links, and emits the standard llms.txt markdown format. Output is a single text blob ready to drop at site-root/llms.txt. Useful for: getting a client's site indexed by AI, drafting llms.txt for your own project, or auditing how an AI crawler would see a competitor.
| Parameter | Type | Description |
|---|---|---|
| url* | string | Full URL of the site to summarize, e.g. "https://example.com" or a specific landing page. |
| max_links | number | Maximum number of link entries to include (default 25, max 50). |
* required
Author's annotations: readOnlyHint=True, openWorldHint=True, idempotentHint=True, destructiveHint=False. These are claims by whoever wrote the server, not something we verified.
FCC Open Data (opendata.fcc.gov) Socrata MCP.
Generate llms.txt
Generate a production-ready llms.txt file for any URL so AI crawlers (ChatGPT, Claude, Perplexity) can index the site cleanly. Fetches the page, extracts title/description/key links, and emits the standard llms.txt markdown format. Output is a single text blob ready to drop at site-root/llms.txt. Useful for: getting a client's site indexed by AI, drafting llms.txt for your own project, or auditing how an AI crawler would see a competitor.
| Parameter | Type | Description |
|---|---|---|
| url* | string | Full URL of the site to summarize, e.g. "https://example.com" or a specific landing page. |
| max_links | number | Maximum number of link entries to include (default 25, max 50). |
* required
Author's annotations: readOnlyHint=True, openWorldHint=True, idempotentHint=True, destructiveHint=False. These are claims by whoever wrote the server, not something we verified.
Fort Worth Open Data (data.fortworthtexas.gov) Socrata MCP.
Generate llms.txt
Generate a production-ready llms.txt file for any URL so AI crawlers (ChatGPT, Claude, Perplexity) can index the site cleanly. Fetches the page, extracts title/description/key links, and emits the standard llms.txt markdown format. Output is a single text blob ready to drop at site-root/llms.txt. Useful for: getting a client's site indexed by AI, drafting llms.txt for your own project, or auditing how an AI crawler would see a competitor.
| Parameter | Type | Description |
|---|---|---|
| url* | string | Full URL of the site to summarize, e.g. "https://example.com" or a specific landing page. |
| max_links | number | Maximum number of link entries to include (default 25, max 50). |
* required
Author's annotations: readOnlyHint=True, openWorldHint=True, idempotentHint=True, destructiveHint=False. These are claims by whoever wrote the server, not something we verified.
Fulton County Open Data (sharefulton.fultoncountyga.gov) Socrata MCP.
Generate llms.txt
Generate a production-ready llms.txt file for any URL so AI crawlers (ChatGPT, Claude, Perplexity) can index the site cleanly. Fetches the page, extracts title/description/key links, and emits the standard llms.txt markdown format. Output is a single text blob ready to drop at site-root/llms.txt. Useful for: getting a client's site indexed by AI, drafting llms.txt for your own project, or auditing how an AI crawler would see a competitor.
| Parameter | Type | Description |
|---|---|---|
| url* | string | Full URL of the site to summarize, e.g. "https://example.com" or a specific landing page. |
| max_links | number | Maximum number of link entries to include (default 25, max 50). |
* required
Author's annotations: readOnlyHint=True, openWorldHint=True, idempotentHint=True, destructiveHint=False. These are claims by whoever wrote the server, not something we verified.
France data.gouv.fr open-data catalogue
Generate llms.txt
Generate a production-ready llms.txt file for any URL so AI crawlers (ChatGPT, Claude, Perplexity) can index the site cleanly. Fetches the page, extracts title/description/key links, and emits the standard llms.txt markdown format. Output is a single text blob ready to drop at site-root/llms.txt. Useful for: getting a client's site indexed by AI, drafting llms.txt for your own project, or auditing how an AI crawler would see a competitor.
| Parameter | Type | Description |
|---|---|---|
| url* | string | Full URL of the site to summarize, e.g. "https://example.com" or a specific landing page. |
| max_links | number | Maximum number of link entries to include (default 25, max 50). |
* required
Author's annotations: readOnlyHint=True, openWorldHint=True, idempotentHint=True, destructiveHint=False. These are claims by whoever wrote the server, not something we verified.
Data.gov MCP — wraps Data.gov CKAN API (catalog.data.gov/api/3)
Generate llms.txt
Generate a production-ready llms.txt file for any URL so AI crawlers (ChatGPT, Claude, Perplexity) can index the site cleanly. Fetches the page, extracts title/description/key links, and emits the standard llms.txt markdown format. Output is a single text blob ready to drop at site-root/llms.txt. Useful for: getting a client's site indexed by AI, drafting llms.txt for your own project, or auditing how an AI crawler would see a competitor.
| Parameter | Type | Description |
|---|---|---|
| url* | string | Full URL of the site to summarize, e.g. "https://example.com" or a specific landing page. |
| max_links | number | Maximum number of link entries to include (default 25, max 50). |
* required
Author's annotations: readOnlyHint=True, openWorldHint=True, idempotentHint=True, destructiveHint=False. These are claims by whoever wrote the server, not something we verified.
Australia data.gov.au open-data catalogue (CKAN)
Generate llms.txt
Generate a production-ready llms.txt file for any URL so AI crawlers (ChatGPT, Claude, Perplexity) can index the site cleanly. Fetches the page, extracts title/description/key links, and emits the standard llms.txt markdown format. Output is a single text blob ready to drop at site-root/llms.txt. Useful for: getting a client's site indexed by AI, drafting llms.txt for your own project, or auditing how an AI crawler would see a competitor.
| Parameter | Type | Description |
|---|---|---|
| url* | string | Full URL of the site to summarize, e.g. "https://example.com" or a specific landing page. |
| max_links | number | Maximum number of link entries to include (default 25, max 50). |
* required
Author's annotations: readOnlyHint=True, openWorldHint=True, idempotentHint=True, destructiveHint=False. These are claims by whoever wrote the server, not something we verified.
data.gov.ie MCP — Ireland's national open-data portal (CKAN API).
Generate llms.txt
Generate a production-ready llms.txt file for any URL so AI crawlers (ChatGPT, Claude, Perplexity) can index the site cleanly. Fetches the page, extracts title/description/key links, and emits the standard llms.txt markdown format. Output is a single text blob ready to drop at site-root/llms.txt. Useful for: getting a client's site indexed by AI, drafting llms.txt for your own project, or auditing how an AI crawler would see a competitor.
| Parameter | Type | Description |
|---|---|---|
| url* | string | Full URL of the site to summarize, e.g. "https://example.com" or a specific landing page. |
| max_links | number | Maximum number of link entries to include (default 25, max 50). |
* required
Author's annotations: readOnlyHint=True, openWorldHint=True, idempotentHint=True, destructiveHint=False. These are claims by whoever wrote the server, not something we verified.
data.gov.il MCP — Israel national open-data portal (CKAN API).
Generate llms.txt
Generate a production-ready llms.txt file for any URL so AI crawlers (ChatGPT, Claude, Perplexity) can index the site cleanly. Fetches the page, extracts title/description/key links, and emits the standard llms.txt markdown format. Output is a single text blob ready to drop at site-root/llms.txt. Useful for: getting a client's site indexed by AI, drafting llms.txt for your own project, or auditing how an AI crawler would see a competitor.
| Parameter | Type | Description |
|---|---|---|
| url* | string | Full URL of the site to summarize, e.g. "https://example.com" or a specific landing page. |
| max_links | number | Maximum number of link entries to include (default 25, max 50). |
* required
Author's annotations: readOnlyHint=True, openWorldHint=True, idempotentHint=True, destructiveHint=False. These are claims by whoever wrote the server, not something we verified.
India Open Government Data (OGD) Platform MCP — data.gov.in
Generate llms.txt
Generate a production-ready llms.txt file for any URL so AI crawlers (ChatGPT, Claude, Perplexity) can index the site cleanly. Fetches the page, extracts title/description/key links, and emits the standard llms.txt markdown format. Output is a single text blob ready to drop at site-root/llms.txt. Useful for: getting a client's site indexed by AI, drafting llms.txt for your own project, or auditing how an AI crawler would see a competitor.
| Parameter | Type | Description |
|---|---|---|
| url* | string | Full URL of the site to summarize, e.g. "https://example.com" or a specific landing page. |
| max_links | number | Maximum number of link entries to include (default 25, max 50). |
* required
Author's annotations: readOnlyHint=True, openWorldHint=True, idempotentHint=True, destructiveHint=False. These are claims by whoever wrote the server, not something we verified.
data.gov.sg MCP — Singapore open data + real-time environment/transport feeds
Generate llms.txt
Generate a production-ready llms.txt file for any URL so AI crawlers (ChatGPT, Claude, Perplexity) can index the site cleanly. Fetches the page, extracts title/description/key links, and emits the standard llms.txt markdown format. Output is a single text blob ready to drop at site-root/llms.txt. Useful for: getting a client's site indexed by AI, drafting llms.txt for your own project, or auditing how an AI crawler would see a competitor.
| Parameter | Type | Description |
|---|---|---|
| url* | string | Full URL of the site to summarize, e.g. "https://example.com" or a specific landing page. |
| max_links | number | Maximum number of link entries to include (default 25, max 50). |
* required
Author's annotations: readOnlyHint=True, openWorldHint=True, idempotentHint=True, destructiveHint=False. These are claims by whoever wrote the server, not something we verified.
data.govt.nz CKAN MCP.
Generate llms.txt
Generate a production-ready llms.txt file for any URL so AI crawlers (ChatGPT, Claude, Perplexity) can index the site cleanly. Fetches the page, extracts title/description/key links, and emits the standard llms.txt markdown format. Output is a single text blob ready to drop at site-root/llms.txt. Useful for: getting a client's site indexed by AI, drafting llms.txt for your own project, or auditing how an AI crawler would see a competitor.
| Parameter | Type | Description |
|---|---|---|
| url* | string | Full URL of the site to summarize, e.g. "https://example.com" or a specific landing page. |
| max_links | number | Maximum number of link entries to include (default 25, max 50). |
* required
Author's annotations: readOnlyHint=True, openWorldHint=True, idempotentHint=True, destructiveHint=False. These are claims by whoever wrote the server, not something we verified.
data.gov.uk MCP — UK national open-data portal (CKAN API).
Generate llms.txt
Generate a production-ready llms.txt file for any URL so AI crawlers (ChatGPT, Claude, Perplexity) can index the site cleanly. Fetches the page, extracts title/description/key links, and emits the standard llms.txt markdown format. Output is a single text blob ready to drop at site-root/llms.txt. Useful for: getting a client's site indexed by AI, drafting llms.txt for your own project, or auditing how an AI crawler would see a competitor.
| Parameter | Type | Description |
|---|---|---|
| url* | string | Full URL of the site to summarize, e.g. "https://example.com" or a specific landing page. |
| max_links | number | Maximum number of link entries to include (default 25, max 50). |
* required
Author's annotations: readOnlyHint=True, openWorldHint=True, idempotentHint=True, destructiveHint=False. These are claims by whoever wrote the server, not something we verified.
Greece Open Data (data.gov.gr) CKAN MCP.
Generate llms.txt
Generate a production-ready llms.txt file for any URL so AI crawlers (ChatGPT, Claude, Perplexity) can index the site cleanly. Fetches the page, extracts title/description/key links, and emits the standard llms.txt markdown format. Output is a single text blob ready to drop at site-root/llms.txt. Useful for: getting a client's site indexed by AI, drafting llms.txt for your own project, or auditing how an AI crawler would see a competitor.
| Parameter | Type | Description |
|---|---|---|
| url* | string | Full URL of the site to summarize, e.g. "https://example.com" or a specific landing page. |
| max_links | number | Maximum number of link entries to include (default 25, max 50). |
* required
Author's annotations: readOnlyHint=True, openWorldHint=True, idempotentHint=True, destructiveHint=False. These are claims by whoever wrote the server, not something we verified.
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