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Feeds AI the latest docs for libraries and frameworks before it answers, so code it writes does not use outdated, removed functions.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)
Self-hosted search over your documentation, with citations, for AI assistants and apps
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.
Pick the AI app you use, then copy the settings.
You need
Which app do you use?
Pick your app above. We remember it, so next time the button says “Install in …”.
Open Claude Desktop → Settings → Developer → Edit Config, and paste this into claude_desktop_config.json
{
"mcpServers": {
"citepath": {
"command": "npx",
"args": [
"-y",
"citepath",
"mcp"
]
}
}
}Run this in your terminal
claude mcp add citepath -- npx -y citepath mcpPaste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"citepath": {
"command": "npx",
"args": [
"-y",
"citepath",
"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": {
"citepath": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"citepath",
"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.
This one runs on your computer, and ChatGPT can only connect to servers on the internet. Pick another app.
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.
Runs on your computer; the tool list appears in your AI app after you install it.
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 7, 2026
The registry name was verified with the GitHub account arif-js, which owns the repo
We have not read this repo from GitHub yet
We have not read this repo from GitHub yet
This one runs on your computer; there is no internet endpoint
Runs on your computer and uses local settings instead
Runs on your computer; we can only read tool lists from internet endpoints
Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.
It passed 1 of 1 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 on your computer. Your AI app starts it when needed, and data does not pass through the maker’s servers (unless it calls an online service itself).
The GitHub repo last changed –, and the latest version (0.1.4) reached the registry 18 days ago.
Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. You also need Node.js on your computer.
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.
Copied from the maker’s repo as written. PopNx MCP has not reviewed or endorsed it. HTML, images and scripts are removed. Links lead off this site.
Self-hosted search over your documentation, with citations, for AI assistants and apps.
Index docs websites and local folders, then let Claude, Cursor, or any MCP client answer from the current docs, with a link to every section it used.
Quick start · Demo · Why not RAG? · Commands · Docs · Contributing
Status: pre-release (0.1). Expect breaking changes before 1.0.
getUserName, --dry-run, and "how do I configure caching" all work.Citepath finds passages; it doesn't write answers. Your assistant writes the answer from those passages and cites them, so you can check every claim.
Index the current Next.js docs once, then search them:
citepath add nextjs --url https://nextjs.org/docs/app --include '/docs/app/**' --sync
The same search works inside your assistant:
You: Using citepath, how do I set how long cached data lives in Next.js?
Claude: Add
'use cache'to the function and callcacheLife('hours'), or pass{ stale, revalidate, expire }. This requirescacheComponents: trueinnext.config.ts.
Sources: cacheLife, use cache, cacheComponents
It is RAG: the retrieval half, run locally. Instead of embeddings and a vector database, Citepath uses a keyword index. That means no embedding API or keys, exact matches on identifiers like cacheLife, the same results for the same query, and citations down to the section. The trade-off: it matches words, not meaning, so "sign in" won't find a page that only says "authentication".
Web search is better for broad, one-off questions. Citepath is better when:
cacheLife page alone is about 1 MB of HTML);"The model already knows the docs." Only the version it was trained on. Fast-moving APIs, such as Next.js cacheLife, cacheComponents, or the new two-argument revalidateTag, are where models answer from outdated memory.
"Why not paste the docs into the prompt?" That works for a few pages. The Next.js docs are 845 pages; search picks the few passages that matter.
Costs and limits. Measured on a laptop with the Next.js and Vercel docs:
citepath sync from cron.Use something else for broad questions (web search), meaning-based search (embeddings), or team access control. See Known limitations.
Requires Node.js 22.16 or later.
npm install -g citepath
citepath add my-docs --path ~/work/project/docs --sync citepath search "how do I configure authentication"
claude mcp add citepath -s user -- citepath mcp
Run /mcp in Claude Code to check the connection. For other assistants and scope options, see MCP setup. To run from source, see CONTRIBUTING.md.
| Command | What it does |
|---|---|
citepath init | Create the config file. |
citepath add --url | Add a docs website. Repeat --url to add several. Add --sync to index right away. |
citepath add --path | Add a local docs folder. Repeat --path to add several. |
citepath remove | Remove a source and its indexed content. |
citepath sync [id...] | Fetch and index sources, with live progress. Run again to pick up changes or retry failures. |
citepath sources | List sources with document counts and last sync status. |
citepath status [id] | Show index locations, or a source's last sync: failures, removals, warnings. |
citepath search " " | Find matching passages with citations. Filter with --source, --path-prefix, --limit. |
citepath get | Show a passage in full, with --neighbors for surrounding sections. |
citepath mcp | MCP server for AI assistants. Your assistant starts it; you don't run it yourself. |
citepath serve | Read-only local HTTP API on 127.0.0.1:7345. |
citepath export, eval, compact, unlock | Export as JSONL, measure search quality, optimize the index, clear a stuck sync lock. |
Global options: --json, --quiet, --config , --data-dir . See the CLI reference for all options.
CLI · Configuration · How sync works · MCP setup · Local API · Result contract · Evaluation · Limitations · Design
Contributions are welcome. Read CONTRIBUTING.md, open an issue before a larger feature, and report security problems privately as described in SECURITY.md.
MIT