Ruminer Browser Agent
Syncs AI conversations from multiple platforms to local Markdown files for your second brain, and provides browser automation tools via MCP for agentic workflows.
README
Ruminer Browser Agent
Sync your AI conversations from 5+ platforms into your second brain — quick search, agent-ready, yours forever.
- Continuously export conversations to local Markdown files across AI chat platforms: ChatGPT, Gemini, Claude, DeepSeek, and Grok.
- Your user credentials on these platforms stay secure in your own browser, never uploaded to cloud.
- Freely choose your AI agent backend: OpenClaw, Claude Code, or Codex.
- Make your agent understand you deeply via RAG from your local Markdown conversation archive.
- Seamlessly integrated into your Chrome browser with beautiful UI and powerful automation.
https://github.com/user-attachments/assets/fb49d045-3d43-49b6-b51a-3ee8ff9ed508



System Architecture
flowchart TB
subgraph MCP_Clients[MCP Clients]
Codex[Codex CLI]
ClaudeCode[Claude Code]
OpenClawPlugin[OpenClaw]
end
subgraph OpenClaw[OpenClaw Gateway]
Gateway[ws://127.0.0.1:18789]
end
subgraph Ruminer[Ruminer Stack]
NativeServer[Messaging Server]
McpServer[MCP Server<br/>http://127.0.0.1:12306/mcp]
Extension[Chrome Extension<br/>Service Worker]
Sidepanel[Side Panel UI]
Workflows[Ingestion Workflows]
end
subgraph Chrome[Chrome Browser Session]
APIs[Chrome APIs<br/>tabs, read page, scrolling, click]
end
subgraph Memory[Local Memory]
LocalMD[Markdown Files<br/>~/your-memory-dir/]
end
subgraph AIPlatforms[AI Chat Platforms]
ChatPlatforms[ChatGPT, Gemini, Claude, DeepSeek, Grok]
end
MCP_Clients <-->|"Streamable HTTP"| McpServer
APIs <-->|"Browser Tools"| McpServer
LocalMD -->|"RAG Tools"| McpServer
NativeServer <-->|"Native Messaging"| Extension
Extension <--> APIs
Sidepanel <-->|"Chat"| NativeServer
NativeServer <-->|"WebSocket"| Gateway
Workflows -->|"Write Markdown"| LocalMD
LocalMD -->|"Memory Search"| Sidepanel
AIPlatforms -->|"Conversation Data"| Workflows
The Ruminer UI has three major pillars in one Chrome extension:
- Chat tab: communicate with your CLI agents via native server, providing MCP tools for browser operations and local RAG.
- You can toggle tool groups (Memory / Observe / Navigate / Interact / Execute / Workflow) in the message input box to control which ones the agent can use.
- Memory tab: browse/search/manage your local memory directory.
- Conversations are organized by AI chat platform and stored as plain Markdown files you own.
- Workflows tab: create, edit, and schedule automation workflows to export conversations to your local Markdown directory or accomplish other tasks in browser.
- Coming soon: agent-driven workflow development by autonomously interacting with the browser and editing the workflow graph!
Glossary
- OpenClaw Gateway: local control plane for chat + tool runtime (Ruminer sidepanel chat talks to it).
- MCP: Model Context Protocol; here it’s the standard interface your clients use to call browser tools.
- Local Markdown memory: plain
.mdfiles written to a directory you configure — compatible with Obsidian, Logseq, and any agent that can read files (OpenClaw, Hermes, GBrain, Claude Code, Codex).
Getting Started (local dev)
Prerequisites
- Node.js
>= 22.5.0 pnpm(seepackage.json)- Chrome/Chromium (MV3 + sidepanel enabled)
- Optional but recommended:
openclawCLI (for sidepanel chat + plugin routing)- A local Markdown directory path (for memory storage + RAG ingestion)
1) Quick setup
From the repo root, run:
pnpm install
pnpm -C app/chrome-extension build
Then open the extension Welcome page (it opens automatically on install) and run the one‑shot installer to set up Native Messaging + MCP clients:
curl -fsSL https://raw.githubusercontent.com/casterkay/ruminer-browser-agent/refs/heads/main/scripts/setup.sh | \
bash -s -- --extension-id <your-extension-id>
This installer (best-effort):
- Installs
chrome-mcp-serverand registers the Native Messaging host (allowlisted to your extension ID) - Adds Ruminer MCP endpoint to Claude Code and Codex (
ruminer-chrome) - Installs + enables the OpenClaw plugin (
openclaw-mcp-plugin) and points it to Ruminer MCP URL
2) Load the extension
Chrome does not allow “Load unpacked” via script.
- Open
chrome://extensions - Enable Developer mode
- Click Load unpacked
- Select:
app/chrome-extension/.output/chrome-mv3
3) Configure the extension
In the Settings tab in Ruminer side panel:
- OpenClaw Gateway
- WS URL:
ws://127.0.0.1:18789 - Token: your Gateway token
- WS URL:
- Memory Directory
- Local path to your Markdown memory folder (e.g.
~/Documents/my-second-brain)
- Local path to your Markdown memory folder (e.g.
Hosted auth and billing URL
Workflow unlock now relies on the hosted Ruminer web app in landing-page for Better Auth + Stripe.
The extension opens that app for sign-in, checkout, and account management, then receives a browser-bound
access snapshot back through the background service worker.
- Set
WXT_PUBLIC_RUMINER_WEB_URLto your hosted web app origin when building or running the extension. VITE_RUMINER_WEB_URLis also accepted as a fallback alias if you already use that naming in local env files.- If neither env var is set, the extension defaults to
http://localhost:3000.
Local dev example:
cd landing-page
pnpm install
pnpm dev
cd ../app/chrome-extension
WXT_PUBLIC_RUMINER_WEB_URL=http://localhost:3000 pnpm dev
Verify It Works
- MCP tool check:
- Ask the agent to call a tool (e.g. "List the current tab titles in my browser") in CLI.
- Side panel chat:
- Open Ruminer side panel → Chat → send a message → see tool calls render inline
- Memory suggestions (requires memory directory configured):
- Type ≥ 3 characters in message input box → see debounced suggestions from your local Markdown files
- Workflows (requires memory directory configured):
- Open Workflows tab → run a built‑in workflow → re-run should not duplicate (ledger + stable IDs)
Developer Notes
This is a pnpm workspace with key packages:
app/chrome-extension: MV3 extension (Vue 3 + WXT + Tailwind)app/native-server: Fastify server + Native Messaging host + MCP transportpackages/shared: shared types + tool schemas
License
AGPL-3.0 (see LICENSE).
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