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MCP memory for Flowix notes and agents
Flowix turns Markdown notes into shared working memory for agents. You keep context in local files, then connect that context to Codex, Claude Code, OpenCode, or a Harness agent through the bundled MCP and CLI pieces.
Builders who want their agents to reuse local notes, research, and task context instead of starting over.
You can keep one local source of truth for notes and let agents read, update, and reuse it across sessions.
What it does
Markdown notebook storage
Keeps notes as plain Markdown files you can open and edit outside Flowix.
Agent memory workflow
Lets you pass chosen notes or folders to an agent, then write the result back into the same note.
Multi-agent access
Connects Codex, Claude Code, OpenCode, Hermes, and other MCP or CLI tools to the same memory.
DeepSeek Harness plugin
Provides `dsh-flowix-memory` so Harness agents can search, read, create, and edit memos through the Flowix MCP server.
Local control and sync
Keeps notes on your device and lets you choose how to sync, back up, or version them.
How to get it
- 1Install it into the flowix Harness profile from the flowix-main checkout (not yet…
dsh plugin --profile flowix add ./dsh-flowix-memory
- 2Use a UTF-8 file as the recommended way to pass Markdown content to create and write,…
flowix create <notebook> --file body.md --json flowix write <id> --file body.md --json
- 3On Windows, stdin is no longer read implicitly when neither input option is given,…
$OutputEncoding = [System.Text.UTF8Encoding]::new($false) Get-Content -Raw -Encoding UTF8 body.md | flowix create <notebook> --stdin --json
- 4Call an agent from within the document, or keep organizing content with tags and…
git clone https://github.com/text2future/flowix.git cd flowix npm install npm run tauri dev npm run dev npm run tauri build
README
Notes for you,
Memory for your agents.
The Markdown notebook where your words seamlessly become durable context for AI agents.
Markdown · Open Source · Multi Agent · MCP & CLI
Flowix turns notes into working memory
Write in Markdown, point an agent to the context it needs, and save the result back to the same note — ready to review, edit, and reuse next time.
Keep work moving
Keep product work, development, research, and personal knowledge together, so agents can continue without starting over.
| Use case | What it does |
|---|---|
| Product work | Keep requirements, feedback, decisions, and PRDs up to date. |
| Software development | Give coding agents the context to continue your project. |
| Research | Keep sources, analysis, and conclusions together and reusable. |
| Personal knowledge | Turn notes, plans, and preferences into useful agent context. |

Connect every agent to the same memory
Use agents inside Flowix or connect Codex, Claude Code, OpenCode, Hermes, and other MCP or CLI tools — all working from the same notes and context.

dsh-flowix-memory plugin
dsh-flowix-memory is a DeepSeek Harness plugin that connects any Harness agent to your local Flowix notes through the bundled flowix-cli MCP server: the agent gets the mcp__flowix__memo tool to search, read, create, and edit Flowix memos (including mind maps).
Install it into the flowix Harness profile from the flowix-main checkout (not yet published to npm). In other DSH clients, flowix is an ordinary custom profile name:
dsh plugin --profile flowix add ./dsh-flowix-memory
Requires the flowix CLI on PATH (or set FLOWIX_CLI_PATH) with access to your notebook data (~/.flowix). See the plugin README for details.
Passing Markdown to the CLI
Use a UTF-8 file as the recommended way to pass Markdown content to create and write, especially from Windows PowerShell 5.1. This avoids text being damaged by stdin pipeline encoding. UTF-8 files may include a BOM, and files without a BOM are supported too.
flowix create <notebook> --file body.md --json
flowix write <id> --file body.md --json
On Windows, stdin is no longer read implicitly when neither input option is given, preventing PowerShell 5.1's $OutputEncoding from corrupting non-ASCII text. If the caller has guaranteed UTF-8 stdin, opt in explicitly:
$OutputEncoding = [System.Text.UTF8Encoding]::new($false)
Get-Content -Raw -Encoding UTF8 body.md | flowix create <notebook> --stdin --json
--file and --stdin are mutually exclusive. The --file path is read directly as UTF-8; a missing, unreadable, or invalid UTF-8 file returns an error. With --json, errors use the stable {ok:false,error:{code,message}} shape.
Your notes stay local and under your control
Flowix keeps your work as plain Markdown files on your device. You choose what agents can access, when context is sent, and how your files are synced, backed up, or versioned.
- Files you can open anywhere — Your notes are saved as plain Markdown on your device, so you can read and edit them with other apps.
- Agents see only what you choose — Share a single note, a folder, or a whole notebook — only when you want an agent to use it.
- Use the agents you already trust — Connect Codex, Claude Code, OpenCode, or another external agent. Flowix shares only the context you choose, when you start a task.
- Sync and back up your way — Use the sync, backup, or version-control tools you already trust. There's nothing to export.
Product preview
![]() Note library with tags | ![]() Note detail with agent presets |
![]() Agent model picker | ![]() Full-text and file search |
![]() Provider and MCP configuration | ![]() Code file browsing and editing |
Quick start
- Download and install Flowix from the website.
- Create a new local folder, or register an existing folder as a notebook.
- Create a document and write down the task background, reference materials, goals and constraints.
- Call an agent from within the document, or keep organizing content with tags and properties.
Local development
git clone https://github.com/text2future/flowix.git
cd flowix
npm install
npm run tauri dev
npm run dev
npm run tauri build
The development environment requires Node.js 20+, Rust 1.75+ and Tauri v2; the desktop app supports macOS 14+ and Windows 10+.
License
Flowix is open source under the MIT License.
Files in the repo
- .github
- app
- docs
- dsh
- dsh-appserver
- dsh-flowix-memory
- examples
- scripts
- .gitattributes
- .gitignore
- CLAUDE.md
- CONTRIBUTING.md
- lefthook.yml
- LICENSE
- package-lock.json
- package.json
- postcss.config.js
- README.md
- README.zh-CN.md
- tailwind.config.js
- tsconfig.json
- tsconfig.node.json
- vite.config.ts
- vitest.config.ts
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