MCP server for semantic search over Logseq journal entries
Project description
Bestie MCP
MCP server for semantic search over Logseq journal entries, backed by PGVector and Amazon Bedrock embeddings.
Requirements
- Python 3.11+
- PostgreSQL with the
pgvectorextension - AWS credentials with Bedrock access (Titan Embed v2 + Claude)
Setup
pip install -e .
cp .env.example .env # edit with your values
Environment variables:
| Variable | Default | Description |
|---|---|---|
PGVECTOR_DB_URL |
postgresql+psycopg://postgres:postgres@localhost:5432/postgres |
Postgres connection string |
BEDROCK_AWS_PROFILE |
— | AWS profile name (takes precedence over key/secret) |
BEDROCK_IAM_ACCESS_KEY |
— | AWS access key ID |
BEDROCK_IAM_SECRET_KEY |
— | AWS secret access key |
Transports
Streamable HTTP (recommended — for LibreChat, Claude Code, remote use)
The server runs on port 9999 by default and exposes the MCP endpoint at /mcp.
# direct
python -m logseq_mcp.main
# with options
python -m logseq_mcp.main --host 0.0.0.0 --port 9999
# via env var
MCP_TRANSPORT=http python -m logseq_mcp.main
Claude Code — add to .mcp.json in your project root:
{
"mcpServers": {
"logseq": {
"type": "http",
"url": "http://localhost:9999/mcp"
}
}
}
LibreChat — add to librechat.yaml:
mcpServers:
logseq:
type: streamable-http
url: http://localhost:9999/mcp
stdio (for local Claude Desktop / CLI use)
python -m logseq_mcp.main --transport stdio
# via env var
MCP_TRANSPORT=stdio python -m logseq_mcp.main
Claude Code — add to .mcp.json:
{
"mcpServers": {
"logseq": {
"type": "stdio",
"command": "python",
"args": ["-m", "logseq_mcp.main", "--transport", "stdio"],
"env": {
"PGVECTOR_DB_URL": "postgresql+psycopg://postgres:postgres@localhost:5432/postgres",
"BEDROCK_AWS_PROFILE": "your-profile"
}
}
}
}
Docker
Runs streamable HTTP on port 9999 via gunicorn + UvicornWorker (4 workers by default).
docker build -t logseq-mcp .
docker run -p 9999:9999 \
-e PGVECTOR_DB_URL=postgresql+psycopg://user:pass@host:5432/db \
-e BEDROCK_IAM_ACCESS_KEY=... \
-e BEDROCK_IAM_SECRET_KEY=... \
logseq-mcp
To tune the worker count:
docker run -p 9999:9999 ... logseq-mcp \
gunicorn logseq_mcp.main:app \
--worker-class uvicorn.workers.UvicornWorker \
--workers 2 \
--bind 0.0.0.0:9999
Health check: GET /health
Tools
search_journal_entries
Semantic search over Logseq journal entries using vector similarity.
Project details
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