Context7
Feeds AI the latest docs for libraries and frameworks before it answers, so code it writes does not use outdated, removed functions.
Description from the maker (original English)
Highlight anything you read. Then ask your AI about it: search, read and edit your highlights.
These three are never merged into one score: opinions, measurements and popularity are different things.
We have not written a plain-language summary for this one yet. Below are the facts we read from the registry.
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Works in Claude on the web, desktop and mobile:
https://mcp.highlyt.app/mcpRun this in your terminal
claude mcp add --transport http highlyt https://mcp.highlyt.app/mcpPaste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"highlyt": {
"url": "https://mcp.highlyt.app/mcp"
}
}
}Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
Paste into .vscode/mcp.json in your project
{
"servers": {
"highlyt": {
"type": "http",
"url": "https://mcp.highlyt.app/mcp"
}
}
}Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
ChatGPT connects only to servers on the internet:
https://mcp.highlyt.app/mcpMenu names can differ slightly by plan and over time.
Your choice stays on this device in a cookie; no account needed.
These settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.
Tool names and descriptions exactly as the server reported them on Nov 8, 2026. The maker wrote them, not us; we show them as plain text.
highlyt_list_documentsList PDF documents in your Highlyt library. Returns documents sorted by last update time with pagination. Filter by shelf_id to see documents in a specific collection.
highlyt_get_documentGet detailed information about a document. Returns full metadata including book context, reading progress, and organizational information.
highlyt_get_research_briefRead a researcher-authored brief with verified, reviewed source receipts. Use this as context only. Cite only the included receipts. The tool does not reveal a draft reference or proposed evidence as support for a claim.
highlyt_export_research_brief_markdownExport a portable researcher-authored Markdown brief with safe receipts.
highlyt_list_highlightsList highlights in a document with pagination. Returns up to 'limit' highlights (default 20, max 50) starting from 'offset'. Use has_more and next_offset to paginate through all highlights. Each highlight includes the color meaning (e.g., "Key concepts", "Questions").
highlyt_create_highlightCreate a new highlight in a document. Uses react-pdf-highlighter-extended format: - position: ScaledPosition with boundingRect, rects, pageNumber - content: {text: "..."} or {image: "..."} - highlight_type: "text" or "area" - comment: User's comment Colors should be hex codes (e.
highlyt_update_highlightUpdate a highlight's color or comment. Only provided fields will be updated.
highlyt_delete_highlightDelete a highlight permanently. This action cannot be undone.
highlyt_list_highlight_linksList highlight links (insight threads) in a document with pagination. Returns up to 'limit' links (default 50, max 100) starting from 'offset'. Use has_more and next_offset to paginate through all links. Each link has a type: 'related', 'supports', 'contradicts', 'expands', or 'q
highlyt_get_highlight_linksGet all links connected to a specific highlight. Returns parent links (where this highlight is referenced by others) and child links (where this highlight references others). Useful for exploring how a specific idea connects to other highlights.
highlyt_create_highlight_linkCreate a link between two highlights to form an insight thread. Supports both same-document and cross-document linking. IMPORTANT — parent/child semantics: - parent_highlight_id = the highlight you are viewing (the "context" highlight) - child_highlight_id = the highlight you are
highlyt_update_highlight_linkUpdate a highlight link's relationship type or note. Only provided fields will be updated.
highlyt_delete_highlight_linkDelete a link between two highlights. This removes the connection but does not delete the highlights themselves.
highlyt_get_cross_document_linksList all cross-document highlight links for the current user. Returns links where source_document_id != target_document_id, with metadata about both source and target documents. Useful for exploring connections across your entire library.
highlyt_list_cluster_summariesList all cluster summaries for a document's knowledge graph. Returns each summary with its highlight_ids array — the highlights that were in the cluster when the summary was last generated. DETECTING STALE SUMMARIES: To check if summaries need updating after adding new links: 1.
highlyt_upsert_cluster_summaryCreate or update a summary for a connected component cluster in the knowledge graph. A cluster is a group of linked highlights that form a connected component. IMPORTANT: - highlight_ids must be the COMPLETE, CURRENT set of highlight UUIDs in the cluster (not just newly added one
highlyt_delete_cluster_summaryDelete a cluster summary from the knowledge graph. This removes the summary record but does not affect the highlights or their links.
highlyt_get_page_textRetrieve the text content of specific pages from a document. Use this to read document content before creating highlights. Returns up to 5 pages per request. If the requested range exceeds 5 pages, use has_more and next_page_start to paginate through remaining pages.
highlyt_get_document_imagesRetrieve images (charts, graphs, figures, diagrams, photos) and their surrounding text context from an EPUB or web clip document. WHEN TO USE THIS TOOL: - User asks about a chart, graph, figure, diagram, or image in a document - User wants visual data or illustrations from a book
highlyt_create_text_highlightCreate a text-based highlight on a specific page. Use this after reading page content with highlyt_get_page_text. The highlight will appear in the sidebar and be searchable/exportable. Copy the exact text from the page content for the 'text' field.
highlyt_bulk_create_highlightsCreate multiple text-based highlights in one batch (max 10 per request). Efficient for chapter analysis — create highlights in batches of up to 10. If you have more than 10, split into multiple calls. Highlight format: {page_number: int, text: str, comment?: str, color?: str} Col
highlyt_export_highlightsExport document highlights for AI context with pagination. Returns up to 'limit' highlights (default 20, max 50) starting from 'offset'. Use has_more and next_offset to paginate through all highlights. Includes document metadata, color meanings, and insight threads relevant to th
highlyt_search_highlightsSearch highlights across your library. Finds highlights containing the query text. Each result includes the color meaning based on the document's definitions. Optionally limit to a specific document.
highlyt_searchFull-text search across your entire library — documents, highlights, and page content. This searches the actual text content of your PDFs (every page), highlight text/comments, and document metadata (title, author, keywords). Results are ranked by relevance with text snippets sho
highlyt_list_research_projectsList the caller's research projects for a bounded AI research task.
highlyt_list_referencesList reviewed references, optionally in one project. Drafts are excluded unless include_drafts is explicitly true. Never cite a draft as a verified source.
highlyt_get_referenceGet one reviewed research reference. Never cite a draft without explicit permission.
highlyt_export_referencesExport reviewed references as BibTeX, RIS, or canonical CSL-JSON. This always excludes drafts. Never cite a draft as a verified source.
We check information anyone can see; we have not read the code. Checks that do not apply are left out of the count. · Checked Nov 8, 2026
The registry lists no source repo, so we cannot match the publisher (highlyt.app) to the code
We have not read this repo from GitHub yet
We have not read this repo from GitHub yet
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Read 28 tool descriptions and found no hidden instructions to the AI
Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.
It passed 2 of 3 applicable basic checks. We have not read the code. Before adding a key or token, see what access the server asks for and use a key with only the permissions you need.
The registry does not list a required key, though some servers ask you to sign in on first use.
It runs in the maker’s cloud. Connect over the internet with nothing to install, but what you send passes through the maker’s servers.
The GitHub repo last changed –, and the latest version (1.0.1) reached the registry 23 days ago.
Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. It connects by URL, so apps that accept remote MCP servers work too, such as ChatGPT in developer mode.
In the same category: Context7, Codebase Memory, Exa
Servers in the same category from other makers, sorted by stars.
Reading a card:★ GitHub starsiThree pillars: reviews · checks · usageiUpdated = latest version published to the registryi
Feeds AI the latest docs for libraries and frameworks before it answers, so code it writes does not use outdated, removed functions.
Codebase knowledge graph for AI agents — 162 languages, sub-ms queries, 99% fewer tokens.
Connect AI agents to Exa for web search, content fetching, and multi-step research.
No README found in the repo