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.
UK Parliament MCP — Members, Bills, Hansard APIs
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.
UK Police MCP — wraps the UK Police Data API (free, no auth)
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.
UKRI Gateway to Research (GtR) MCP — every grant awarded by the UK's seven
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.
ULID 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.
UNESCO Institute for Statistics (UIS) MCP — keyless.
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.
UNHCR Refugee Data Finder MCP (keyless).
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.
UNICEF Data (UN Children's Fund) MCP — global statistics on child health,
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.
Unicode character 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.
UniProt MCP — protein sequence + function database.
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.
Universities MCP — Hipolabs Universities API (free, no auth)
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.
Unpaywall MCP — open-access lookup for scholarly papers (free, no key)
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.
UN Sustainable Development Goals (SDG) Indicators MCP — UN Statistics Division.
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.
Unsplash 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.
URL parsing & building 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.
URLhaus MCP — wraps abuse.ch URLhaus malware URL database (free, no auth)
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.
urlscan.io URL scanner — search/result keyless, submit needs key
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.
USAJOBS.gov MCP — US federal job postings
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.
USAspending MCP — Federal spending data from USAspending.gov 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.
USDA Food Data Central 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.
US state DMV data: vehicle and EV registrations, office locators, live wait times
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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