- Kshitij Bhatnagar
- Projects
- ContextBridge
ContextBridge
Shared memory between AI chats
Built by Kshitij Bhatnagar
Paste a ChatGPT share link and get a clean, portable page plus exports, or let your agents pull it through an MCP server, so conversation context moves between ChatGPT, Claude, Gemini and coding agents.
The spark
A work network blocked a ChatGPT share link I needed, and more generally my context was trapped inside one assistant. I could not cleanly carry a conversation into Claude or an agent.
What was built
I built a bridge that turns any ChatGPT share into a clean page plus Markdown, JSON and 'copy-for-agent' exports, then shipped an MCP server so Claude, Cursor and other agents can bridge links and search bridged chats by meaning with an in-process embedding model and no API key. It now lives on contextbridge.in behind Cloudflare.
Architecture
- The share link is the source, storage is optional
- Translate-proxy fallback for blocked networks
- MCP server with 5 tools for any MCP host
Highlights
- ChatGPT share → clean page
- Markdown / JSON / agent exports
- MCP server for Claude, Cursor and more
- Semantic search, no API key