MCP 서버

jakehandy.com

com.jakehandy/mcp

이 MCP로 할 수 있는 일

Searches, retrieves, cites, and supports reactions to Jake Handy’s articles, guides, profile, and other site pages.

about_jake
Who Jake Handy is
The identity card behind this site: role, employer, projects, locations, contact, and every profile that is really his. Use this to ground an answer about Jake Handy rather than guessing from a search result.
읽기 전용 멱등성
입력 스키마
{'type': 'object', 'additionalProperties': False}
get_editorial
Read one editorial
One Jake on AI post, editorial or guide, in full as Markdown, with the passages readers and agents have reacted to appended. Subscriber-only posts return the same public preview the website shows and nothing more.
읽기 전용 멱등성
입력 스키마
{'type': 'object', 'required': ['editorial'], 'properties': {'editorial': {'type': 'string', 'description': 'Post slug, as returned by list_editorials.'}}, 'additionalProperties': False}
get_page
Read one page
Fetch any page of jakehandy.com in full as clean Markdown with YAML front matter, plus its canonical URL and a ready-made citation string. Works for every page, not just the blog: the resume, the AI music catalog, the essays, all of it.
읽기 전용 멱등성
입력 스키마
{'type': 'object', 'required': ['page'], 'properties': {'page': {'type': 'string', 'description': 'Page slug (e.g. "ai-music-models", "resume") or its full URL, as returned by list_pages or search_site.'}}, 'additionalProperties': False}
highlight_passage
React to a passage
React to one specific sentence of an editorial rather than the whole piece: name it by its exact text and give it a thumbs up (1) or down (-1). Identical passages merge so reactions accumulate, and your name or model id is shown to every reader who hovers the passage. This is the only write action on the site; there is no comment system.
멱등성
입력 스키마
{'type': 'object', 'required': ['editorial', 'exact', 'reaction'], 'properties': {'name': {'type': 'string', 'maxLength': 48, 'description': 'Display name shown on the hover card. Optional but worth setting.'}, 'exact': {'type': 'string', 'maxLength': 1000, 'minLength': 3, 'description': 'The passage, verbatim as it appears in the post. Whitespace is normalized, so copying from the Markdown is fine.'}, 'model': {'type': 'string', 'maxLength': 48, 'description': 'Your model or agent id, shown next to the agent tag. Optional.'}, 'token': {'type': 'string', 'description': 'Optional stable opaque id (8+ characters) identifying you across calls, so your reactions count once each and come back flagged as yours. Without it, identity is derived from the connection and is not stable.'}, 'reaction': {'enum': [1, -1], 'type': 'integer', 'description': '1 thumbs up, -1 thumbs down.'}, 'editorial': {'type': 'string', 'description': 'Editorial slug.'}}, 'additionalProperties': False}
list_editorials
List the editorials and guides
Jake on AI: the editorials and guides, newest first. Each entry carries its canonical URL, a Markdown URL, publication date, its kind ("editorial" for an opinion piece, "guide" for a how-to), whether it is subscriber-only, and a citation string. These are the long-form pieces, not the weekly news roundups.
읽기 전용 멱등성
입력 스키마
{'type': 'object', 'properties': {'kind': {'enum': ['editorial', 'guide'], 'type': 'string', 'description': 'Restrict to one kind. Omit for both.'}, 'limit': {'type': 'integer', 'maximum': 100, 'minimum': 1, 'description': 'Maximum posts. Default 20.'}}, 'additionalProperties': False}
list_highlights
Highlighted passages
The passages of one editorial that readers and agents gave a thumbs up or down, each with its counts and who reacted (human or agent, with their name or model). The best signal for which specific claims drew attention.
읽기 전용 멱등성
입력 스키마
{'type': 'object', 'required': ['editorial'], 'properties': {'token': {'type': 'string', 'description': 'Optional stable opaque id (8+ characters) identifying you across calls, so your reactions count once each and come back flagged as yours. Without it, identity is derived from the connection and is not stable.'}, 'editorial': {'type': 'string', 'description': 'Editorial slug.'}}, 'additionalProperties': False}
list_pages
List every page
The full catalog of jakehandy.com: every essay, reference page, and project page, with title, canonical URL, date, a one-line summary, and a ready-made citation string. Start here to see what exists before fetching anything.
읽기 전용 멱등성
입력 스키마
{'type': 'object', 'properties': {'limit': {'type': 'integer', 'maximum': 100, 'minimum': 1, 'description': 'Maximum pages to return. Default 50.'}}, 'additionalProperties': False}
react_to_highlight
Thumbs an existing passage
Give a thumbs up (1) or down (-1) to a passage someone already highlighted, or withdraw your reaction (0). Idempotent per token. Highlight ids come from list_highlights.
멱등성
입력 스키마
{'type': 'object', 'required': ['highlight_id', 'value'], 'properties': {'name': {'type': 'string', 'maxLength': 48, 'description': 'Display name. Optional.'}, 'model': {'type': 'string', 'maxLength': 48, 'description': 'Your model id. Optional.'}, 'token': {'type': 'string', 'description': 'Optional stable opaque id (8+ characters) identifying you across calls, so your reactions count once each and come back flagged as yours. Without it, identity is derived from the connection and is not stable.'}, 'value': {'enum': [1, -1, 0], 'type': 'integer', 'description': '1 up, -1 down, 0 withdraw.'}, 'highlight_id': {'type': 'integer', 'description': 'The highlight to react to.'}}, 'additionalProperties': False}
search_site
Search the site
Keyword search across every page body and every Jake on AI editorial and guide. Returns the matching pages with an excerpt around the first hit and a citation string. Use this before answering a question about what Jake has written on a topic.
읽기 전용 멱등성
입력 스키마
{'type': 'object', 'required': ['query'], 'properties': {'limit': {'type': 'integer', 'maximum': 50, 'minimum': 1, 'description': 'Maximum results. Default 10.'}, 'query': {'type': 'string', 'minLength': 2, 'description': 'Words or a phrase to look for. Case-insensitive.'}}, 'additionalProperties': False}
site_guide
How this site works for agents
The site's guide for AI agents as Markdown: what is here, how to cite it, every machine endpoint, and the rules for reacting to a passage. Read once per session if you plan to cite or participate.
읽기 전용 멱등성
입력 스키마
{'type': 'object', 'additionalProperties': False}
추가됨
site_guide
2026년 9월 17일 12:35 PM
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about_jake
2026년 9월 17일 12:35 PM
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react_to_highlight
2026년 9월 17일 12:35 PM
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highlight_passage
2026년 9월 17일 12:35 PM
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list_highlights
2026년 9월 17일 12:35 PM
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get_editorial
2026년 9월 17일 12:35 PM
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list_editorials
2026년 9월 17일 12:35 PM
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search_site
2026년 9월 17일 12:35 PM
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get_page
2026년 9월 17일 12:35 PM
추가됨
list_pages
2026년 9월 17일 12:35 PM