AI prompts
base on Context7 MCP Server -- Up-to-date code documentation for LLMs and AI code editors 
[](https://cursor.com/en/install-mcp?name=context7&config=eyJ1cmwiOiJodHRwczovL21jcC5jb250ZXh0Ny5jb20vbWNwIn0%3D) [<img alt="Install in VS Code (npx)" src="https://img.shields.io/badge/Install%20in%20VS%20Code-0098FF?style=for-the-badge&logo=visualstudiocode&logoColor=white">](https://insiders.vscode.dev/redirect?url=vscode%3Amcp%2Finstall%3F%7B%22name%22%3A%22context7%22%2C%22command%22%3A%22npx%22%2C%22args%22%3A%5B%22-y%22%2C%22%40upstash%2Fcontext7-mcp%40latest%22%5D%7D)
# Context7 MCP - Up-to-date Code Docs For Any Prompt
[](https://context7.com) [](https://smithery.ai/server/@upstash/context7-mcp) [](https://www.npmjs.com/package/@upstash/context7-mcp) [](./LICENSE)
[](./i18n/README.zh-TW.md) [](./i18n/README.zh-CN.md) [](./i18n/README.ja.md) [](./i18n/README.ko.md) [](./i18n/README.es.md) [](./i18n/README.fr.md) [-purple>)](./i18n/README.pt-BR.md) [](./i18n/README.it.md) [](./i18n/README.id-ID.md) [](./i18n/README.de.md) [](./i18n/README.ru.md) [](./i18n/README.uk.md) [](./i18n/README.tr.md) [](./i18n/README.ar.md) [](./i18n/README.vi.md)
## ❌ Without Context7
LLMs rely on outdated or generic information about the libraries you use. You get:
- ❌ Code examples are outdated and based on year-old training data
- ❌ Hallucinated APIs that don't even exist
- ❌ Generic answers for old package versions
## ✅ With Context7
Context7 MCP pulls up-to-date, version-specific documentation and code examples straight from the source — and places them directly into your prompt.
Add `use context7` to your prompt (or [set up a rule](#️-installation) to auto-invoke):
```txt
Create a Next.js middleware that checks for a valid JWT in cookies
and redirects unauthenticated users to `/login`. use context7
```
```txt
Configure a Cloudflare Worker script to cache
JSON API responses for five minutes. use context7
```
Context7 fetches up-to-date code examples and documentation right into your LLM's context. No tab-switching, no hallucinated APIs that don't exist, no outdated code generation.
## Installation
> [!NOTE]
> **API Key Recommended**: Get a free API key at [context7.com/dashboard](https://context7.com/dashboard) for higher rate limits.
<details>
<summary><b>Install in Cursor</b></summary>
Go to: `Settings` -> `Cursor Settings` -> `MCP` -> `Add new global MCP server`
Pasting the following configuration into your Cursor `~/.cursor/mcp.json` file is the recommended approach. You may also install in a specific project by creating `.cursor/mcp.json` in your project folder. See [Cursor MCP docs](https://docs.cursor.com/context/model-context-protocol) for more info.
> Since Cursor 1.0, you can click the install button below for instant one-click installation.
#### Cursor Remote Server Connection
[](https://cursor.com/en/install-mcp?name=context7&config=eyJ1cmwiOiJodHRwczovL21jcC5jb250ZXh0Ny5jb20vbWNwIn0%3D)
```json
{
"mcpServers": {
"context7": {
"url": "https://mcp.context7.com/mcp",
"headers": {
"CONTEXT7_API_KEY": "YOUR_API_KEY"
}
}
}
}
```
#### Cursor Local Server Connection
[](https://cursor.com/en/install-mcp?name=context7&config=eyJjb21tYW5kIjoibnB4IC15IEB1cHN0YXNoL2NvbnRleHQ3LW1jcCJ9)
```json
{
"mcpServers": {
"context7": {
"command": "npx",
"args": ["-y", "@upstash/context7-mcp", "--api-key", "YOUR_API_KEY"]
}
}
}
```
</details>
<details>
<summary><b>Install in Claude Code</b></summary>
Run this command. See [Claude Code MCP docs](https://docs.anthropic.com/en/docs/claude-code/mcp) for more info.
#### Claude Code Remote Server Connection
```sh
claude mcp add --transport http context7 https://mcp.context7.com/mcp --header "CONTEXT7_API_KEY: YOUR_API_KEY"
```
#### Claude Code Local Server Connection
```sh
claude mcp add context7 -- npx -y @upstash/context7-mcp --api-key YOUR_API_KEY
```
</details>
<details>
<summary><b>Install in VS Code</b></summary>
[<img alt="Install in VS Code (npx)" src="https://img.shields.io/badge/VS_Code-VS_Code?style=flat-square&label=Install%20Context7%20MCP&color=0098FF">](https://insiders.vscode.dev/redirect?url=vscode%3Amcp%2Finstall%3F%7B%22name%22%3A%22context7%22%2C%22command%22%3A%22npx%22%2C%22args%22%3A%5B%22-y%22%2C%22%40upstash%2Fcontext7-mcp%40latest%22%5D%7D)
[<img alt="Install in VS Code Insiders (npx)" src="https://img.shields.io/badge/VS_Code_Insiders-VS_Code_Insiders?style=flat-square&label=Install%20Context7%20MCP&color=24bfa5">](https://insiders.vscode.dev/redirect?url=vscode-insiders%3Amcp%2Finstall%3F%7B%22name%22%3A%22context7%22%2C%22command%22%3A%22npx%22%2C%22args%22%3A%5B%22-y%22%2C%22%40upstash%2Fcontext7-mcp%40latest%22%5D%7D)
Add this to your VS Code MCP config file. See [VS Code MCP docs](https://code.visualstudio.com/docs/copilot/chat/mcp-servers) for more info.
#### VS Code Remote Server Connection
```json
"mcp": {
"servers": {
"context7": {
"type": "http",
"url": "https://mcp.context7.com/mcp",
"headers": {
"CONTEXT7_API_KEY": "YOUR_API_KEY"
}
}
}
}
```
#### VS Code Local Server Connection
```json
"mcp": {
"servers": {
"context7": {
"type": "stdio",
"command": "npx",
"args": ["-y", "@upstash/context7-mcp", "--api-key", "YOUR_API_KEY"]
}
}
}
```
</details>
**[Other IDEs and Clients →](https://context7.com/docs/resources/all-clients)**
## Important Tips
### Add a Rule
To avoid typing `use context7` in every prompt, add a rule to your MCP client to automatically invoke Context7 for code-related questions:
- **Cursor**: `Cursor Settings > Rules`
- **Claude Code**: `CLAUDE.md`
- Or the equivalent in your MCP client
**Example rule:**
```txt
Always use Context7 MCP when I need library/API documentation, code generation, setup or configuration steps without me having to explicitly ask.
```
### Use Library Id
If you already know exactly which library you want to use, add its Context7 ID to your prompt. That way, Context7 MCP server can skip the library-matching step and directly continue with retrieving docs.
```txt
Implement basic authentication with Supabase. use library /supabase/supabase for API and docs.
```
The slash syntax tells the MCP tool exactly which library to load docs for.
### Specify a Version
To get documentation for a specific library version, just mention the version in your prompt:
```txt
How do I set up Next.js 14 middleware? use context7
```
Context7 will automatically match the appropriate version.
## Available Tools
Context7 MCP provides the following tools that LLMs can use:
- `resolve-library-id`: Resolves a general library name into a Context7-compatible library ID.
- `query` (required): The user's question or task (used to rank results by relevance)
- `libraryName` (required): The name of the library to search for
- `query-docs`: Retrieves documentation for a library using a Context7-compatible library ID.
- `libraryId` (required): Exact Context7-compatible library ID (e.g., `/mongodb/docs`, `/vercel/next.js`)
- `query` (required): The question or task to get relevant documentation for
## More Documentation
- [More MCP Clients](https://context7.com/docs/all-clients) - Installation for 30+ clients
- [Adding Libraries](https://context7.com/docs/adding-libraries) - Submit your library to Context7
- [Troubleshooting](https://context7.com/docs/troubleshooting) - Common issues and solutions
- [API Reference](https://context7.com/docs/api) - REST API documentation
- [Developer Guide](https://context7.com/docs/developer) - Run Context7 locally
## Disclaimer
1- Context7 projects are community-contributed and while we strive to maintain high quality, we cannot guarantee the accuracy, completeness, or security of all library documentation. Projects listed in Context7 are developed and maintained by their respective owners, not by Context7. If you encounter any suspicious, inappropriate, or potentially harmful content, please use the "Report" button on the project page to notify us immediately. We take all reports seriously and will review flagged content promptly to maintain the integrity and safety of our platform. By using Context7, you acknowledge that you do so at your own discretion and risk.
2- This repository hosts the MCP server’s source code. The supporting components — API backend, parsing engine, and crawling engine — are private and not part of this repository.
## 🤝 Connect with Us
Stay updated and join our community:
- 📢 Follow us on [X](https://x.com/context7ai) for the latest news and updates
- 🌐 Visit our [Website](https://context7.com)
- 💬 Join our [Discord Community](https://upstash.com/discord)
## 📺 Context7 In Media
- [Better Stack: "Free Tool Makes Cursor 10x Smarter"](https://youtu.be/52FC3qObp9E)
- [Cole Medin: "This is Hands Down the BEST MCP Server for AI Coding Assistants"](https://www.youtube.com/watch?v=G7gK8H6u7Rs)
- [Income Stream Surfers: "Context7 + SequentialThinking MCPs: Is This AGI?"](https://www.youtube.com/watch?v=-ggvzyLpK6o)
- [Julian Goldie SEO: "Context7: New MCP AI Agent Update"](https://www.youtube.com/watch?v=CTZm6fBYisc)
- [JeredBlu: "Context 7 MCP: Get Documentation Instantly + VS Code Setup"](https://www.youtube.com/watch?v=-ls0D-rtET4)
- [Income Stream Surfers: "Context7: The New MCP Server That Will CHANGE AI Coding"](https://www.youtube.com/watch?v=PS-2Azb-C3M)
- [AICodeKing: "Context7 + Cline & RooCode: This MCP Server Makes CLINE 100X MORE EFFECTIVE!"](https://www.youtube.com/watch?v=qZfENAPMnyo)
- [Sean Kochel: "5 MCP Servers For Vibe Coding Glory (Just Plug-In & Go)"](https://www.youtube.com/watch?v=LqTQi8qexJM)
## ⭐ Star History
[](https://www.star-history.com/#upstash/context7&Date)
## 📄 License
MIT
", Assign "at most 3 tags" to the expected json: {"id":"14123","tags":[]} "only from the tags list I provide: [{"id":77,"name":"3d"},{"id":89,"name":"agent"},{"id":17,"name":"ai"},{"id":54,"name":"algorithm"},{"id":24,"name":"api"},{"id":44,"name":"authentication"},{"id":3,"name":"aws"},{"id":27,"name":"backend"},{"id":60,"name":"benchmark"},{"id":72,"name":"best-practices"},{"id":39,"name":"bitcoin"},{"id":37,"name":"blockchain"},{"id":1,"name":"blog"},{"id":45,"name":"bundler"},{"id":58,"name":"cache"},{"id":21,"name":"chat"},{"id":49,"name":"cicd"},{"id":4,"name":"cli"},{"id":64,"name":"cloud-native"},{"id":48,"name":"cms"},{"id":61,"name":"compiler"},{"id":68,"name":"containerization"},{"id":92,"name":"crm"},{"id":34,"name":"data"},{"id":47,"name":"database"},{"id":8,"name":"declarative-gui "},{"id":9,"name":"deploy-tool"},{"id":53,"name":"desktop-app"},{"id":6,"name":"dev-exp-lib"},{"id":59,"name":"dev-tool"},{"id":13,"name":"ecommerce"},{"id":26,"name":"editor"},{"id":66,"name":"emulator"},{"id":62,"name":"filesystem"},{"id":80,"name":"finance"},{"id":15,"name":"firmware"},{"id":73,"name":"for-fun"},{"id":2,"name":"framework"},{"id":11,"name":"frontend"},{"id":22,"name":"game"},{"id":81,"name":"game-engine "},{"id":23,"name":"graphql"},{"id":84,"name":"gui"},{"id":91,"name":"http"},{"id":5,"name":"http-client"},{"id":51,"name":"iac"},{"id":30,"name":"ide"},{"id":78,"name":"iot"},{"id":40,"name":"json"},{"id":83,"name":"julian"},{"id":38,"name":"k8s"},{"id":31,"name":"language"},{"id":10,"name":"learning-resource"},{"id":33,"name":"lib"},{"id":41,"name":"linter"},{"id":28,"name":"lms"},{"id":16,"name":"logging"},{"id":76,"name":"low-code"},{"id":90,"name":"message-queue"},{"id":42,"name":"mobile-app"},{"id":18,"name":"monitoring"},{"id":36,"name":"networking"},{"id":7,"name":"node-version"},{"id":55,"name":"nosql"},{"id":57,"name":"observability"},{"id":46,"name":"orm"},{"id":52,"name":"os"},{"id":14,"name":"parser"},{"id":74,"name":"react"},{"id":82,"name":"real-time"},{"id":56,"name":"robot"},{"id":65,"name":"runtime"},{"id":32,"name":"sdk"},{"id":71,"name":"search"},{"id":63,"name":"secrets"},{"id":25,"name":"security"},{"id":85,"name":"server"},{"id":86,"name":"serverless"},{"id":70,"name":"storage"},{"id":75,"name":"system-design"},{"id":79,"name":"terminal"},{"id":29,"name":"testing"},{"id":12,"name":"ui"},{"id":50,"name":"ux"},{"id":88,"name":"video"},{"id":20,"name":"web-app"},{"id":35,"name":"web-server"},{"id":43,"name":"webassembly"},{"id":69,"name":"workflow"},{"id":87,"name":"yaml"}]" returns me the "expected json"