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Feeds AI the latest docs for libraries and frameworks before it answers, so code it writes does not use outdated, removed functions.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 and read the docs and examples of react-three-fiber, drei, zustand, jotai... from your agent
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
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Pick your app above. We remember it, so next time the button says “Install in …”.
Works in Claude on the web, desktop and mobile:
https://docs.pmnd.rs/api/mcpRun this in your terminal
claude mcp add --transport http docs https://docs.pmnd.rs/api/mcpPaste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"docs": {
"url": "https://docs.pmnd.rs/api/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": {
"docs": {
"type": "http",
"url": "https://docs.pmnd.rs/api/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://docs.pmnd.rs/api/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.
We have not read this server’s tool list yet; we check endpoints in rotation.
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 6, 2026
The registry name was verified with the GitHub account pmndrs, which owns the repo
We have not read this repo from GitHub yet
We have not read this repo from GitHub yet
Not checked yet; we check endpoints in rotation
Not checked yet; we check endpoints in rotation
Not checked yet; we read the tool list when we check the endpoint
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 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 (4.25.1) reached the registry 24 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.
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.
docs/getting-started/introduction.mdx
$ npx @pmndrs/docs # the reader: every library, every page
$ npx @pmndrs/docs drei # straight into one $ npx @pmndrs/docs drei/performances/instances # straight to a page $ npx @pmndrs/docs search instanced mesh # one result per line, on stdout
↑↓ drives whichever pane has the focus — the list of pages, or the page itself. ⏎ or ⇥ hands the focus over, esc or ⇥ hands it back, and the lit border says where it is — the wheel moves whichever pane it points at, focus or no focus. ←→ changes library, b folds the sidebar away, / searches every library at once, o opens the page in a browser, q quits. Links inside a page are clickable wherever the terminal honours OSC 8 hyperlinks — iTerm2, Ghostty, WezTerm, Kitty, Windows Terminal.
search is the half a pipe or an agent can use: results read {lib} {path} - {title}, the shape the MCP server publishes its index in, and nothing found exits 1. --in drei narrows to one library, --in drei/performances/instances to the matching lines of one page.
Both read the published llms-full.txt of each library, cached for an hour under ~/.cache/pmndrs-docs — --refresh fetches again. Outside a terminal, a page target is written to stdout, so npx @pmndrs/docs drei/performances/instances | glow works.
$ cat foo.mdx | npx @pmndrs/docs@latest build # one HTML fragment, on stdout
$ npx @pmndrs/docs@latest build docs out # one .html per .mdx, assets alongside $ npx @pmndrs/docs@latest build docs out --format website # the whole website, statically exported
Both formats use the same Next.js build and static export. --format fragment (the default) extracts the compiled MDX from that export: no layout, no stylesheet, no script. Mermaid diagrams stay fenced blocks, and Sandpack shows its code without the editor.
Rendering a document runs next build, including a single file or stdin. For those inputs, stdout contains only the HTML; build logs go to stderr. esbuild is used only to package the CLI for publication, not to load consumer components or render documents.
build --help lists every website option — --libname, --base-path, --icon, --theme-*… Each one falls back to the environment variable it maps to, the same ones configuration documents.
To use your repository's React components and shared data in MDX, add docs.config.ts in the current working directory. Use --config path/to/config.ts or DOCS_CONFIG for another location; the flag takes precedence. See custom components and data for the configuration, website rendering, and HTML fragment behavior.
Preview a folder of MDX, served
$ curl -sL https://raw.githubusercontent.com/pmndrs/docs/refs/heads/main/preview.sh | \
MDX="docs" \ ICON="🥑" \ sh
Builds the website, then serves it — alongside the MDX folder itself, so relative assets resolve while you edit. Any option from configuration goes in the same way, and VERSION picks a published version of the CLI.
Copy Page, View as Markdown (/ .md), and llms-full.txt use the same document renderer. MDX expressions resolve against scope, including values inside Markdown tables, JSX attributes and commands. Headings, tables, lists, links, images and code are serialized as Markdown. Formatting is normalized; the MDX files are never rewritten. Inline code and fenced examples remain literal, including their braces and JSX.
Built-in components have static representations: tabs include every panel, code blocks include their authored commands, Mermaid keeps its diagram source, and theme presets expose their declared values. Color previews expose their role or CSS value, without computing browser styles. Sandpack and live embeds provide a static notice or destination; contributor and backer lists provide links.
Custom server-renderable components use their rendered content, including async components. A client component that Next exposes as an opaque reference uses a notice and its authored children. Components that need browser APIs, providers, or a particular interactive state should supply a server-renderable alternative in markdownComponents:
import type { DocsConfig } from '@pmndrs/docs/src/config'
import { Example } from './docs/authoring/Example' import example from './docs/authoring/Example.json'
export default { components: { Example }, scope: { example }, markdownComponents: { Example: ({ initialCount }: { initialCount: number }) => Count: ${initialCount}, }, } satisfies DocsConfig
markdownComponents overrides both built-in and configured components for Markdown exports only. Keep these alternatives free of client dependencies, including nested client components. Exports describe the authored or initial state at build time; they do not capture a reader's selected tab, edited playground, or theme preferences. Unresolved expressions and rendering errors fail the export with the document path instead of returning raw MDX.
Every push to main redeploys docs.pmnd.rs via ci.yml — no changeset needed for that.
Add one (pnpm changeset) only when downstream consumers pinning pmndrs/docs/.github/workflows/build.yml@v4 or @pmndrs/docs@4 should pull the change. It bumps package.json, publishes to npm, and tags vX.Y.Z + vX — so @v4 resolves to the latest.
TL;DR — site-only tweak: skip. Anything consumers see (workflow, build behavior, templates): add one.
Visual tests are performed in the cloud, through chromatic-playwright.yml and chromatic-storybook.yml.
pnpm run lgtm — fast gate: types, lint, registry validation, unit tests.pnpm run LGTM — full gate CI runs: lgtm + Playwright.Playwright checks that the custom components example renders the configured data and responds to interaction.
Screenshots Playwright writes locally are throwaway — Chromatic holds the baselines.
You can also replay locally:
$ pnpm run LGTM
$ npx chromatic --playwright --project-token $CHROMATIC_PROJECT_TOKEN