x-bookmarks-mcp
by p0ki
README.md
# x-bookmarks-mcp
Fully local, privacy-first MCP server that turns exported X/Twitter bookmarks into a searchable, enriched knowledge base for Claude Desktop and Claude Code.
This project explores how personal knowledge, local-first data, and MCP tooling can make AI assistants more useful without sending private bookmark data to third-party services.
[](https://github.com/p0ki/x-bookmarks-mcp/actions/workflows/ci.yml)

[](LICENSE)
## Why I Built This
I save a lot of useful posts, threads, tools, and ideas on X, but bookmarks quickly become a black hole: easy to save, hard to find, and almost impossible to turn into something useful later.
I wanted a local system that could import my exported bookmarks, enrich linked content, tag topics automatically, and expose everything to Claude through MCP — while keeping the data private and under my control.
This project helped me practice MCP server design, local-first tooling, SQLite full-text search, Docker workflows, async enrichment, private data handling, and AI-assisted knowledge management.
## Portfolio Highlights
- **Local-first AI tooling:** no X API keys, no telemetry, no third-party bookmark database.
- **MCP integration:** exposes 8 tools for Claude Desktop / Claude Code to search, browse, tag, and summarize bookmarks.
- **Searchable knowledge base:** SQLite + FTS5 full-text search across bookmark text, thread text, notes, tags, and enriched URLs.
- **Async enrichment:** fetches linked pages and extracts readable content for better search and summarization.
- **Docker support:** can run locally or through Docker/Docker Compose.
- **Quality checks:** tests, coverage target, formatting/linting commands, and private data scanner.
## What it does
- **100% offline** — no X API keys, no third-party services, no telemetry
- **Full-text search** across tweet text, threads, linked page content, notes, and tags
- **Auto-enrichment** — fetches and extracts content from URLs in your bookmarks
- **MCP integration** — 8 tools available to Claude for searching, browsing, tagging, and summarizing
## Quick Start
### 1. Export your bookmarks
Use a browser extension like [twitter-web-exporter](https://github.com/prinsss/twitter-web-exporter) to export your X bookmarks as JSON.
Save the export to `data/exports/bookmarks.json`.
### 2. Install
```bash
git clone https://github.com/p0ki/x-bookmarks-mcp.git
cd x-bookmarks-mcp
pip install -r requirements.txt
```
### 3. Import and enrich
```bash
python -m src import data/exports/bookmarks.json
python -m src enrich
```
### 4. Connect to Claude
Add to your `claude_desktop_config.json`:
```json
{
"mcpServers": {
"xbookmarks": {
"command": "python",
"args": ["-m", "src.server"],
"cwd": "/absolute/path/to/x-bookmarks-mcp"
}
}
}
```
Replace `/absolute/path/to/x-bookmarks-mcp` with the full path to your clone.
## Installation
```bash
git clone https://github.com/p0ki/x-bookmarks-mcp.git
cd x-bookmarks-mcp
pip install -r requirements.txt
```
Requires Python 3.11 or higher. All dependencies are listed in `requirements.txt`.
## Usage
### CLI Commands
```bash
# Import bookmarks from JSON export
python -m src import data/exports/bookmarks.json
# Fetch and extract content from URLs in bookmarks
python -m src enrich
# Re-fetch already-enriched bookmarks
python -m src enrich --refresh
# Re-run auto-tagging on all bookmarks
python -m src retag
# Show collection statistics
python -m src stats
# Enable verbose logging
python -m src -v import data/exports/bookmarks.json
```
### MCP Server
```bash
python -m src.server
```
The server runs over stdio and is designed to be launched by Claude Desktop or Claude Code.
## Docker
### Build the image
```bash
docker build -t xbookmarks-mcp .
```
### Run MCP server via Docker
Add to your `claude_desktop_config.json`:
```json
{
"mcpServers": {
"xbookmarks": {
"command": "docker",
"args": [
"run", "--rm", "-i",
"-v", "/absolute/path/to/xbookmarks/data:/app/data",
"-v", "/absolute/path/to/xbookmarks/config.yaml:/app/config.yaml:ro",
"xbookmarks-mcp"
]
}
}
}
```
Replace `/absolute/path/to/xbookmarks` with the full path to your local clone. Relative paths do not work here because Claude Desktop launches the container from its own working directory.
### CLI via Docker Compose
```bash
# Import bookmarks
docker compose run --rm xbookmarks-cli import data/exports/bookmarks.json
# Enrich bookmarks
docker compose run --rm xbookmarks-cli enrich
# Show stats
docker compose run --rm xbookmarks-cli stats
```
## How it works
```
bookmarks.json ──▶ ingest ──▶ SQLite DB
│
enrich (async)
fetch URLs ──▶ extract content
│
auto-tag (keyword rules)
│
MCP server (stdio)
│
Claude Desktop / Claude Code
```
1. **Ingest** — parses your JSON export, stores bookmarks in SQLite with FTS5 full-text search
2. **Enrich** — asynchronously fetches URLs from bookmarks, extracts readable content with trafilatura
3. **Auto-tag** — applies keyword-based rules from `config.yaml` to categorize bookmarks
4. **MCP Server** — exposes 8 tools over stdio for Claude to search, browse, and organize your bookmarks
## MCP Tools
| Tool | Description |
|------|-------------|
| `search_bookmarks` | Full-text search across all bookmark content |
| `list_tags` | List all tags with bookmark counts |
| `get_bookmark` | Get a single bookmark with full detail |
| `browse_by_tag` | Browse bookmarks by tag, newest first |
| `add_note` | Add or update a personal note on a bookmark |
| `add_tag` | Add a tag to a bookmark (idempotent) |
| `get_stats` | Collection overview — counts, tags, authors, enrichment status |
| `summarize_topic` | Gather bookmarks on a topic for Claude to synthesize |
## Configuration
### Environment Variables
| Variable | Default | Description |
|----------|---------|-------------|
| `DB_PATH` | `./data/bookmarks.db` | Path to SQLite database |
| `CONFIG_PATH` | `./config.yaml` | Path to config file |
| `FETCH_DELAY_SECONDS` | `1.0` | Delay between URL fetches |
| `FETCH_TIMEOUT_SECONDS` | `10` | Timeout for URL fetches |
| `MAX_CONTENT_LENGTH` | `50000` | Maximum extracted content length |
### Tag Rules (config.yaml)
```yaml
tag_rules:
claude-code:
- "claude code"
- "claude-code"
mcp:
- "mcp"
- "model context protocol"
```
Bookmarks are automatically tagged when any keyword is found in the tweet text, thread text, or enriched page content.
## Development
```bash
# Clone
git clone https://github.com/p0ki/x-bookmarks-mcp.git
cd x-bookmarks-mcp
# Install dependencies
pip install -r requirements.txt
# Run tests
pytest -v
# Run tests with coverage
pytest --cov=src --cov-fail-under=80 -v
# Lint
ruff check src/ tests/
black --check src/ tests/
isort --check-only src/ tests/
# Run private data scanner
python scripts/check_private_data.py
```
## License
[MIT](LICENSE)
This server cannot be deployed
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