Context.dev MCP server
Commit 13 Nov 2026Memungkinkan AI agent untuk melakukan pencarian web secara live, scraping website, mengekstrak data terstruktur, dan memproses dokumen melalui Model Context Protocol.
Juga dikenal sebagai context-dot-dev/mcp
- Stars
- 2
- Tools
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- Unduhan, 30 hari
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- Versi terbaru
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- Commit terakhir
- 13 Nov 2026
- Lisensi
- MIT
Apa itu Context.dev MCP?
Context.dev adalah MCP server. Memungkinkan AI agent untuk melakukan pencarian web secara live, scraping website, mengekstrak data terstruktur, dan memproses dokumen melalui Model Context Protocol.
Ringkasan dibuat dari README proyek
Tentang Context.dev MCP server
Context MCP memberikan akses internet live kepada AI agent melalui Model Context Protocol. Ini memungkinkan pengguna untuk menghubungkan client yang kompatibel seperti Claude, ChatGPT, Cursor, atau Codex untuk melakukan pencarian web, scraping website, dan mengekstrak data terstruktur. Alih-alih menjalankan engine scraping lokal, server ini bertindak sebagai interface untuk Context.dev API yang menangani seluruh proses operasi data.
Setup sangat mudah karena tidak diperlukan instalasi lokal untuk versi remote. Pengguna terhubung melalui URL spesifik dan melakukan autentikasi menggunakan OAuth melalui browser atau dengan menyediakan API key pada authorization header. Server ini mendukung berbagai tool khusus termasuk web-search, web-scrape, dan parse-document untuk mengubah konten web atau file menjadi Markdown dan JSON. Server ini juga menyertakan fitur untuk memantau perubahan website dan mengambil brand assets seperti logo dan skema warna.
Apa yang bisa Anda lakukan dengannya
- 1Melakukan riset web secara liveMinta asisten Anda untuk menemukan perkembangan terbaru pada topik tertentu dan menyediakan link sumbernya.
- 2Mengekstrak data terstruktur dari halaman webMengonversi informasi produk dari sebuah website ke dalam format JSON yang terstruktur.
- 3Mengonversi dokumen ke MarkdownMengubah file PDF menjadi ringkasan Markdown agar lebih mudah diproses oleh AI.
- 4Memantau pembaruan websiteMenyiapkan sistem untuk melacak perubahan pada halaman harga tertentu dari waktu ke waktu.
Ditulis berdasarkan README proyek. Setiap use case diperiksa terhadap kutipan dari README tersebut.
Konfigurasi
CONTEXT_API_KEY
| Nama | Deskripsi | Tipe |
|---|---|---|
| CONTEXT_API_KEY | — |
Pengecekan otomatis
Berjalan 14 Nov 2026Laporan lengkap →Belum diverifikasi. Sebuah server memerlukan skor 80, tidak ada temuan serius, dan data yang cukup untuk kami periksa. Cara kerja checks
- Source repository terhubung dan dapat dijangkaucontext-dot-dev/mcp is public and reachablegithub.com/context-dot-dev/mcp ↗Lolos
- Paket menyebut repo ini sebagai sumbernyaTidak diperiksa
- Provenance build (atestasi Sigstore)Tidak diperiksa
- Lisensi open source (OSI)MITspdx.org/licenses/MIT.html ↗Lolos
- Ada commit atau release dalam satu tahun terakhirLast commit or release 2026-11-13github.com/context-dot-dev/mcp ↗Lolos
- OpenSSF ScorecardTidak diperiksa
- Nama package tidak mirip dengan package populerTidak diperiksa
- Tidak ada advisory kritis di paket maupun dependensinyaTidak diperiksa
- Tidak ada instruksi tersembunyi untuk model0 tool descriptions and the README read; no override phrases, credential paths or hidden charactersLolos
- Tools yang bersifat destruktif telah diberi labelTidak diperiksa
- Endpoint remote menjawab handshake MCPTidak diperiksa
README
Lihat di GitHub
Context MCP server
Give your AI assistant live web search, web scraping, and structured data.
Context MCP is the official Context.dev server for the Model Context Protocol (MCP). Connect Claude, ChatGPT, Codex, Cursor, or another compatible AI client to search the web, read pages, research companies, parse documents, and monitor changes—all from a conversation.
Get started · Things to try · Documentation · Tool reference · Contribute
Connect in a minute
No clone, npm install, or local server needed.
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Add this remote MCP server to your AI client's MCP or connector settings:
https://mcp.context.dev/mcp -
Sign in with your Context.dev account when prompted.
-
Start a conversation and try: “Search the web for recent developments in battery recycling. Include source links.”
Choose your client for the exact setup:
Use the official Claude connector or ChatGPT integration, then complete sign-in and enable Context in your conversation.
For a manual Claude connection, add a custom connector with the URL above. Client plans and workspace policies can affect connector availability.
claude mcp add --transport http --scope user context https://mcp.context.dev/mcp
Start Claude Code, run /mcp, select context, and finish sign-in in your browser.
codex mcp add context --url https://mcp.context.dev/mcp
Complete browser sign-in. If it does not start automatically, run:
codex mcp login context
Add this entry to .cursor/mcp.json for your project, or ~/.cursor/mcp.json for all projects. Keep any servers you already have.
{
"mcpServers": {
"context": {
"url": "https://mcp.context.dev/mcp"
}
}
}
Enable context in Cursor's MCP settings and complete sign-in. The Context.dev Cursor plugin is another installation option; choose one to avoid duplicate connections.
For Gemini CLI, VS Code, OpenCode, and other clients, see the client setup guide. The server uses remote Streamable HTTP and supports OAuth or API key authentication.
Things to try
Ask naturally. Your assistant chooses the appropriate tools.
| What you want | Try this prompt |
|---|---|
| Research with current sources | “Find recent research on sodium-ion batteries. Summarize the main findings and link to the sources.” |
| Read a website | “Read https://docs.context.dev/ and explain how to scrape a page.” |
| Extract structured data | “From this product page, extract the name, price, currency, and availability as JSON: [URL].” |
| Explore documentation | “Crawl this documentation section and summarize its authentication methods: [URL].” |
| Research a company | “Find recent news about Stripe and retrieve its brand colors and logo.” |
| Work with a document | “Convert this PDF to Markdown and summarize the key points.” |
| Track changes | “Create a monitor for this pricing page and tell me what changes: [URL].” |
Document parsing requires a client that can supply the file's bytes. Creating monitors or batches changes your Context account and can consume credits; review the proposed action before approving it.
What can Context MCP do?
| Capability | Tools |
|---|---|
| Search and answers — find current sources and research a question | web-search, web-answers |
| Read and extract — turn pages into Markdown, HTML, screenshots, or structured JSON | web-scrape |
| Map and crawl — discover URLs and read linked pages | web-map, web-crawl |
| Company news — search a topic or a named company | get-news-search |
| Brand and design — retrieve logos, colors, company details, and design styles | get-brand, brand-retrieve-unified, brand-search, web-styleguide |
| Companies and people — find businesses and professional profiles | company-search, people-search, people-enrich |
| Documents — convert supplied files into Markdown | parse-document |
| Batches and monitors — process many URLs and track changes over time | Batch, monitor, and webhook tools |
| Account tools — inspect usage, debug requests, and manage website access policies | Usage, log, and access-policy tools |
See the complete tool reference for tool names, response formats, permissions, and limits.
Frequently asked questions
Is Context MCP free and open source?
This server's source code is available under the MIT license. Calls to Context.dev use your account's credits and entitlements, including when you run this server yourself. See current plans and pricing.
Do I need an API key?
Most supported clients connect through OAuth: sign in once in your browser. If your client cannot use OAuth, configure a private header instead:
Authorization: Bearer YOUR_CONTEXT_API_KEY
X-API-Key also works. Keep the key in your client's secret configuration, outside committed files and prompts. Prefer headers over putting credentials in the server URL.
Does this run the scraping engine on my computer?
No. This repository runs the MCP interface. Search, scraping, extraction, and other data operations are handled by the Context.dev API. Self-hosting changes where the MCP server runs; it still needs a Context account.
Why does my client show fewer tools?
OpenCode and Kilo receive a smaller core catalog by default. To request the full catalog, use https://mcp.context.dev/mcp?profile=full. To explicitly request the core catalog, use ?profile=core.
How can I use less context in my agent?
Ask for focused results, relevant highlights, or compact responses. web-search and web-scrape accept responseMode: "compact". Compact responses reduce returned content; they do not change API credit costs. See response limits and compact mode.
What if a connection or request fails?
Check that the URL includes /mcp, complete sign-in, and enable the server in your client. Reconnect if authentication has expired. If you run out of credits, check usage and billing; reconnecting will not replenish credits. See the setup and troubleshooting guide.
Run locally or self-host
For contributors and teams that want to run their own MCP interface:
git clone https://github.com/context-dot-dev/mcp.git
cd mcp
npm ci
Then start it with a key stored in your environment:
export CONTEXT_API_KEY="YOUR_CONTEXT_API_KEY"
npm run dev
Use Node.js 22.12 or later. Connect to http://localhost:3000/mcp. A real API key sends requests to the Context.dev API and uses your account's credits. Keep a local server with a fallback API key private.
- Development guide — setup, tests, and endpoint generation.
- Deployment guide — OAuth, domains, and production configuration.
- Contributing — report a bug or propose a change.
- Security policy — report a vulnerability privately.
Documentation and support
- Context.dev documentation and API reference
- Agent quickstart and documentation index for AI tools
- GitHub issues for bugs and feature requests
- Contact Context.dev for account help
Built by Context.dev. Licensed under MIT.
Pertanyaan tentang Context.dev MCP
Apakah saya memerlukan API key?
Sebagian besar client menggunakan OAuth untuk login mudah melalui browser. Jika client Anda tidak mendukung OAuth, Anda dapat menggunakan private header dengan Context API key Anda.
Apakah engine scraping berjalan secara lokal di mesin saya?
Tidak, interface MCP adalah apa yang Anda jalankan, tetapi semua operasi pencarian, scraping, dan data diproses oleh Context.dev API.