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Doctacon

MCP Worktree Voting Server

by Doctacon
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Python
Local

MCP Servers

A collection of local MCP (Model Context Protocol) servers for data engineering and development workflows. All servers run locally via uv — no cloud accounts required.

Servers

Data Engineering

Server

File

Purpose

duckdb

duckdb_server.py

Query execution, schema inspection, data import/export

sqlmesh

sqlmesh_server.py

SQL transformation — model execution, planning, lineage

dagster

dagster_server.py

Orchestration — assets, jobs, schedules, sensors, runs

dlt

dlt_server.py

Data pipelines — sources, destinations, load operations

soda

soda_server.py

Data quality contracts — verify, validate, scaffold, history

Infrastructure

Server

File

Purpose

docker

docker_server.py

Container lifecycle, logs, exec, images, Compose-aware

worktrees

worktree_server.py

Git worktree creation and management for parallel development

Related MCP server: multi-agent-mcp

Setup

All servers are registered in .mcp.json and run via:

uv run --no-project --with fastmcp --with <deps> ./mcp-servers/<server>.py

Restart Claude Code after any changes to .mcp.json.

Server Notes

duckdb

Manages multiple named DuckDB connections. Supports querying local files (CSV, Parquet, JSON) and remote files (HTTP, S3, GCS). State persisted to .duckdb_state/.

sqlmesh

Wraps the SQLMesh CLI for model management. Requires a SQLMesh project directory set via SQLMESH_STATE_DIR. Supports plan generation, model execution, audits, and lineage introspection.

dagster

Wraps the Dagster CLI for asset and job management. Requires a Dagster workspace file. Supports asset materialization, job execution, schedule/sensor triggering, and run monitoring.

dlt

Manages dlt pipelines for loading data from REST APIs, databases, and files into destinations (DuckDB, etc.). State persisted to .dlt_state/.

soda

Runs Soda Core data quality contract verifications locally (no Soda Cloud). Expects a ./soda/ directory with:

soda/
  datasources/   # datasource YAML configs
  contracts/     # contract YAML files
  results/       # scan results (auto-created)

docker

Connects to Docker via Colima on macOS (~/.colima/default/docker.sock). Includes Compose-aware tools that read com.docker.compose.* labels.

worktrees

Creates isolated git worktrees branching from origin/main for running parallel Claude sessions on independent tasks.

This server cannot be deployed

One endpoint for every MCP toolRayrun runs every MCP server behind one URL and holds the credentials. Each call is decided per client, tool, and argument, then recorded.ray.runAd

Maintenance

ActivityInactive
ResponsivenessNo issues

Resources

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