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Feeds AI the latest docs for libraries and frameworks before it answers, so code it writes does not use outdated, removed functions.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)
Search your Mac's files by name and by text inside documents. Local index, Korean-aware.
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": {
"lupa": {
"command": "npx",
"args": [
"-y",
"lupa-mcp"
]
}
}
}Run this in your terminal
claude mcp add lupa -- npx -y lupa-mcpPaste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"lupa": {
"command": "npx",
"args": [
"-y",
"lupa-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": {
"lupa": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"lupa-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 under71, 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 (0.3.1) reached the registry 14 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.
Let your AI agent search the documents on your Mac — by what's written inside them.
An MCP server for Lupa, a macOS file search app with its own index. Your agent asks Lupa; Lupa answers from a local index in ~30 ms. Nothing touches the network.
"find the contract that mentions the penalty clause"
↓ lupa_search → ranked paths + matching snippets lupa_read → the document's text, without opening the file
Searches file names and document contents: PDF, Word, Excel, PowerPoint, plain text, Hangul HWP/HWPX, and scanned PDFs read with OCR.
find / grep / mdfind | lupa-mcp | |
|---|---|---|
| Searches inside PDF, DOCX, HWP | no | yes |
| Scanned documents (OCR) | no | yes |
| Korean partial words and particles | poorly | yes — 보호정책 finds 정보보호정책서.hwp |
| Speed on a large disk | seconds | ~30 ms (indexed) |
| Agent needs file system access | yes | no — Lupa reads the files, not your agent |
That last row is the point. Your agent gets document contents without you granting it access to your disk.
The Lupa app must be installed — this server reads the index that Lupa builds; it does not index anything itself.
macOS only.
Claude Code
claude mcp add lupa -- npx -y lupa-mcp
Claude Desktop / Cursor / any MCP client — add to the client's MCP config:
{
"mcpServers": { "lupa": { "command": "/bin/zsh", "args": ["-lc", "npx -y lupa-mcp"] } } }
That's it. No API key, no account, no configuration.
Why `/bin/zsh -lc`? GUI apps don't inherit your shell's PATH, so a bare
"command": "npx"fails to start withenv: npx: No such file or directory
(measured on Claude Desktop and Aside). A login shell finds
npxwherever it lives —
Homebrew, nvm, or a system install. In a terminal-based client (Claude Code, Codex)
plain
npx -y lupa-mcpis fine.
Agents: don't run `lupa-search` through your shell. Sandboxed agent shells
(Aside, Codex) kill the App Store-signed CLI at launch — exit code 133 or 134.
Register this MCP server instead; it starts outside that sandbox.
Full guide: https://lupa.kr/agents.html
lupa_search| argument | default | meaning |
|---|---|---|
query | — | see syntax below |
limit | 10 | results to return (max 50) |
names_only | false | file names only, ignore contents (faster) |
snippet_chars | 160 | truncate each snippet (0 = none) |
lupa_readReturns the text Lupa already extracted from a file — cheaper than reading the original, and it works for formats your agent cannot parse. Requires Lupa 2.0 or later.
| argument | default | meaning |
|---|---|---|
path | — | absolute path, as returned by lupa_search |
max_chars | 8000 | cap the returned text (0 = no limit) |
word1 word2 files matching ALL words rank first
n:word file name only (name:, 이름:, 文件名:) c:word document content only (content:, 내용:, 内容:) f:word folder path contains (폴더:, 文件夹:) -word exclude "exact phrase" literal match .pdf *.mp3 report* extension / wildcard kind:document document · pdf · hwp · image · video · audio · code · archive · app size:>10mb size:<1mb date:today date:week · date:month · date:7d · date:2026-06
Korean and Chinese prefixes work too (종류: 크기: 날짜: / 种类: 大小: 日期:).
Korean is handled properly — partial words inside compounds and attached particles both match, which is what Spotlight gets wrong.
Every tool call is recorded on your Mac so you can see what an agent searched for and which files it was shown:
~/Library/Logs/Lupa/mcp-audit.jsonl
Each line has the time, the calling client (e.g. Claude Code, Cursor), the tool, the query or path, the paths returned, and whether it succeeded. Snippets and document text are not logged. The file is readable only by you (0600) and never leaves the Mac.
Lines are hash-chained: each entry includes the hash of the previous one, so editing or removing a line is detected. This makes the log *tamper-evident*, not tamper-proof — deleting the whole file and starting over is still possible.
npx lupa-mcp audit # last 20 calls
npx lupa-mcp audit -n 100 npx lupa-mcp audit --verify # exit 0 if the chain is intact, 1 if a line was changed or removed
Turn it off with LUPA_MCP_AUDIT=off, or move it with LUPA_MCP_AUDIT_PATH=/path/to/file.jsonl.
Everything runs on your Mac. Lupa has no network code at all, and this server only launches Lupa's bundled command-line tool and passes the results to your agent. Nothing is uploaded, and there is no telemetry.
lupa_read truncates long files.LUPA_SEARCH_PATH to the lupa-search binary inside the app bundle.| message | fix |
|---|---|
| "Lupa를 찾을 수 없습니다" / not found | Install Lupa from the Mac App Store |
| "검색 인덱스가 없습니다" | Open Lupa, add folders, wait for indexing |
| "본문 읽기를 지원하지 않습니다" | Update Lupa to 2.0 or later |
| No results for a file you know exists | Its folder may not be registered in Lupa |
MIT