SERVER

ddflow

Rank #889

io.github.delian/ddflow-mcp

Work-queue kernel for AI coding agents: dependencies, worktree isolation, quality gates, recovery

14 versions

by delian (2 servers)View repository ↗

First listed

Sep 25, 2026

Last publish date

Oct 15, 2026

PURPOSE

What you can do with ddflow

ddflow is a Model Context Protocol (MCP) server published by delian. It ranks #889 of 144,396 active servers on MCP Toplist. ddflow is listed across 2 registries — Official MCP and Glama, with 14 tracked versions. It was first listed on Sep 25, 2026 and most recently updated on Oct 15, 2026.

Not verifiedMCP Toplist has not yet written a checked profile for this server, so the paragraph above is assembled from registry data only. The repository README is the authority on what it does.

CAPABILITIES AND LIMITATIONS

What ddflow can and cannot do

Not verifiedMCP Toplist has not catalogued this server's tools or limitations. The repository README lists them.

REQUIREMENTS

What you need before using ddflow

DeclaredNo credentialsNo credentials declared

The registry listing declares no required environment variables or authentication. This is declared metadata, not a verified install — the repository README is the authority.

Declared by Glama, last synced Oct 16, 2026. Not independently verified by MCP Toplist.

Declared in the registry install config

DDFLOW_REPO · optional
DDFLOW_AGENT · optional

INSTALLATION AND FIRST TASK

Connect ddflow and confirm it works

Python package (PyPI)

claude mcp add ddflow-mcp -e "DDFLOW_REPO=<your DDFLOW_REPO>" -e "DDFLOW_AGENT=<your DDFLOW_AGENT>" -- uvx ddflow-mcp

Replace each placeholder with your own value before saving.

Docker image

claude mcp add ddflow-mcp -e "DDFLOW_REPO=<your DDFLOW_REPO>" -e "DDFLOW_AGENT=<your DDFLOW_AGENT>" -- docker run -i --rm docker.io/delian/ddflow-mcp:0.2.3

Replace each placeholder with your own value before saving.

Docker image

claude mcp add ddflow-mcp -e "DDFLOW_REPO=<your DDFLOW_REPO>" -e "DDFLOW_AGENT=<your DDFLOW_AGENT>" -- docker run -i --rm ghcr.io/delian/ddflow-mcp:0.2.3

Replace each placeholder with your own value before saving.

Python package (PyPI)

[mcp_servers.ddflow-mcp]
command = "uvx"
args = ["ddflow-mcp"]

[mcp_servers.ddflow-mcp.env]
DDFLOW_REPO = "<your DDFLOW_REPO>"
DDFLOW_AGENT = "<your DDFLOW_AGENT>"

Add to ~/.codex/config.toml. Replace each placeholder with your own value before saving.

Docker image

[mcp_servers.ddflow-mcp]
command = "docker"
args = ["run", "-i", "--rm", "docker.io/delian/ddflow-mcp:0.2.3"]

[mcp_servers.ddflow-mcp.env]
DDFLOW_REPO = "<your DDFLOW_REPO>"
DDFLOW_AGENT = "<your DDFLOW_AGENT>"

Add to ~/.codex/config.toml. Replace each placeholder with your own value before saving.

Docker image

[mcp_servers.ddflow-mcp]
command = "docker"
args = ["run", "-i", "--rm", "ghcr.io/delian/ddflow-mcp:0.2.3"]

[mcp_servers.ddflow-mcp.env]
DDFLOW_REPO = "<your DDFLOW_REPO>"
DDFLOW_AGENT = "<your DDFLOW_AGENT>"

Add to ~/.codex/config.toml. Replace each placeholder with your own value before saving.

Python package (PyPI)

{
  "mcpServers": {
    "ddflow-mcp": {
      "command": "uvx",
      "args": [
        "ddflow-mcp"
      ],
      "env": {
        "DDFLOW_REPO": "<your DDFLOW_REPO>",
        "DDFLOW_AGENT": "<your DDFLOW_AGENT>"
      }
    }
  }
}

Add to claude_desktop_config.json (Settings → Developer → Edit Config). Replace each placeholder with your own value before saving.

Docker image

{
  "mcpServers": {
    "ddflow-mcp": {
      "command": "docker",
      "args": [
        "run",
        "-i",
        "--rm",
        "docker.io/delian/ddflow-mcp:0.2.3"
      ],
      "env": {
        "DDFLOW_REPO": "<your DDFLOW_REPO>",
        "DDFLOW_AGENT": "<your DDFLOW_AGENT>"
      }
    }
  }
}

Add to claude_desktop_config.json (Settings → Developer → Edit Config). Replace each placeholder with your own value before saving.

Docker image

{
  "mcpServers": {
    "ddflow-mcp": {
      "command": "docker",
      "args": [
        "run",
        "-i",
        "--rm",
        "ghcr.io/delian/ddflow-mcp:0.2.3"
      ],
      "env": {
        "DDFLOW_REPO": "<your DDFLOW_REPO>",
        "DDFLOW_AGENT": "<your DDFLOW_AGENT>"
      }
    }
  }
}

Add to claude_desktop_config.json (Settings → Developer → Edit Config). Replace each placeholder with your own value before saving.

Python package (PyPI)

{
  "mcpServers": {
    "ddflow-mcp": {
      "command": "uvx",
      "args": [
        "ddflow-mcp"
      ],
      "env": {
        "DDFLOW_REPO": "<your DDFLOW_REPO>",
        "DDFLOW_AGENT": "<your DDFLOW_AGENT>"
      }
    }
  }
}

Add to ~/.cursor/mcp.json (global) or .cursor/mcp.json (per project). Replace each placeholder with your own value before saving.

Docker image

{
  "mcpServers": {
    "ddflow-mcp": {
      "command": "docker",
      "args": [
        "run",
        "-i",
        "--rm",
        "docker.io/delian/ddflow-mcp:0.2.3"
      ],
      "env": {
        "DDFLOW_REPO": "<your DDFLOW_REPO>",
        "DDFLOW_AGENT": "<your DDFLOW_AGENT>"
      }
    }
  }
}

Add to ~/.cursor/mcp.json (global) or .cursor/mcp.json (per project). Replace each placeholder with your own value before saving.

Docker image

{
  "mcpServers": {
    "ddflow-mcp": {
      "command": "docker",
      "args": [
        "run",
        "-i",
        "--rm",
        "ghcr.io/delian/ddflow-mcp:0.2.3"
      ],
      "env": {
        "DDFLOW_REPO": "<your DDFLOW_REPO>",
        "DDFLOW_AGENT": "<your DDFLOW_AGENT>"
      }
    }
  }
}

Add to ~/.cursor/mcp.json (global) or .cursor/mcp.json (per project). Replace each placeholder with your own value before saving.

Python package (PyPI)

{
  "servers": {
    "ddflow-mcp": {
      "type": "stdio",
      "command": "uvx",
      "args": [
        "ddflow-mcp"
      ],
      "env": {
        "DDFLOW_REPO": "<your DDFLOW_REPO>",
        "DDFLOW_AGENT": "<your DDFLOW_AGENT>"
      }
    }
  }
}

Save as .vscode/mcp.json in your workspace. Replace each placeholder with your own value before saving.

Docker image

{
  "servers": {
    "ddflow-mcp": {
      "type": "stdio",
      "command": "docker",
      "args": [
        "run",
        "-i",
        "--rm",
        "docker.io/delian/ddflow-mcp:0.2.3"
      ],
      "env": {
        "DDFLOW_REPO": "<your DDFLOW_REPO>",
        "DDFLOW_AGENT": "<your DDFLOW_AGENT>"
      }
    }
  }
}

Save as .vscode/mcp.json in your workspace. Replace each placeholder with your own value before saving.

Docker image

{
  "servers": {
    "ddflow-mcp": {
      "type": "stdio",
      "command": "docker",
      "args": [
        "run",
        "-i",
        "--rm",
        "ghcr.io/delian/ddflow-mcp:0.2.3"
      ],
      "env": {
        "DDFLOW_REPO": "<your DDFLOW_REPO>",
        "DDFLOW_AGENT": "<your DDFLOW_AGENT>"
      }
    }
  }
}

Save as .vscode/mcp.json in your workspace. Replace each placeholder with your own value before saving.

Python package (PyPI)

{
  "mcpServers": {
    "ddflow-mcp": {
      "command": "uvx",
      "args": [
        "ddflow-mcp"
      ],
      "env": {
        "DDFLOW_REPO": "<your DDFLOW_REPO>",
        "DDFLOW_AGENT": "<your DDFLOW_AGENT>"
      }
    }
  }
}

Add to ~/.codeium/windsurf/mcp_config.json. Replace each placeholder with your own value before saving.

Docker image

{
  "mcpServers": {
    "ddflow-mcp": {
      "command": "docker",
      "args": [
        "run",
        "-i",
        "--rm",
        "docker.io/delian/ddflow-mcp:0.2.3"
      ],
      "env": {
        "DDFLOW_REPO": "<your DDFLOW_REPO>",
        "DDFLOW_AGENT": "<your DDFLOW_AGENT>"
      }
    }
  }
}

Add to ~/.codeium/windsurf/mcp_config.json. Replace each placeholder with your own value before saving.

Docker image

{
  "mcpServers": {
    "ddflow-mcp": {
      "command": "docker",
      "args": [
        "run",
        "-i",
        "--rm",
        "ghcr.io/delian/ddflow-mcp:0.2.3"
      ],
      "env": {
        "DDFLOW_REPO": "<your DDFLOW_REPO>",
        "DDFLOW_AGENT": "<your DDFLOW_AGENT>"
      }
    }
  }
}

Add to ~/.codeium/windsurf/mcp_config.json. Replace each placeholder with your own value before saving.

Python package (PyPI)

{
  "mcpServers": {
    "ddflow-mcp": {
      "command": "uvx",
      "args": [
        "ddflow-mcp"
      ],
      "env": {
        "DDFLOW_REPO": "<your DDFLOW_REPO>",
        "DDFLOW_AGENT": "<your DDFLOW_AGENT>"
      }
    }
  }
}

Replace each placeholder with your own value before saving.

Docker image

{
  "mcpServers": {
    "ddflow-mcp": {
      "command": "docker",
      "args": [
        "run",
        "-i",
        "--rm",
        "docker.io/delian/ddflow-mcp:0.2.3"
      ],
      "env": {
        "DDFLOW_REPO": "<your DDFLOW_REPO>",
        "DDFLOW_AGENT": "<your DDFLOW_AGENT>"
      }
    }
  }
}

Replace each placeholder with your own value before saving.

Docker image

{
  "mcpServers": {
    "ddflow-mcp": {
      "command": "docker",
      "args": [
        "run",
        "-i",
        "--rm",
        "ghcr.io/delian/ddflow-mcp:0.2.3"
      ],
      "env": {
        "DDFLOW_REPO": "<your DDFLOW_REPO>",
        "DDFLOW_AGENT": "<your DDFLOW_AGENT>"
      }
    }
  }
}

Replace each placeholder with your own value before saving.

First successful task

After adding the config, ask your client to list this server's tools. A tool list confirms the connection; an empty list or an error means the server did not start or needs credentials.

ALTERNATIVES

When to choose another server

Other servers by delian

Coding Guides#77,187

View all delian servers →

No task-specific alternatives are catalogued for ddflowyet; the list above is its publisher's other servers.

MAINTENANCE AND EVIDENCE

What changed, and when this was checked

First listed: Sep 25, 2026
Latest version published: Oct 15, 2026
Version history: 14 versions tracked (below)
Requirements evidence: Declared by Glama, last synced Oct 16, 2026. Not independently verified by MCP Toplist.
Profile checked: Not yet — purpose, capabilities and requirements above come from registry data only
Ranking data as of: Oct 16, 2026

Registry sightings

Glama ↗listed since Sep 26, 2026 · still listed
Official MCP ↗listed since Oct 2, 2026 · still listed

Do you maintain ddflow? to correct or enrich this profile.

VERSIONS

Available versions (14)

Version	Published
0.2.3	Oct 15, 2026
0.2.2	Oct 14, 2026
0.2.1	Oct 12, 2026
0.2.0	Oct 7, 2026
0.1.18	Oct 6, 2026
0.1.17	Oct 6, 2026
0.1.16	Oct 6, 2026
0.1.15	Oct 5, 2026
0.1.14	Oct 5, 2026
0.1.13	Oct 4, 2026
0.1.12	Oct 4, 2026
0.1.11	Oct 3, 2026
0.1.10	Oct 2, 2026
0.1.9	Oct 2, 2026

STANDING

#889of 144,396 active serversTop 1%

Ranks ahead of 143,507 of 144,396 servers on MCP Toplist.

BADGE

Show your rank

Maintain this server? Add the live rank badge to your README — it updates automatically as the leaderboard changes.

Markdown

[![MCP Toplist](https://mcptoplist.com/badge/io.github.delian%2Fddflow-mcp.svg)](https://mcptoplist.com/server/io.github.delian%2Fddflow-mcp)

HTML

<a href="https://mcptoplist.com/server/io.github.delian%2Fddflow-mcp"><img src="https://mcptoplist.com/badge/io.github.delian%2Fddflow-mcp.svg" alt="MCP Toplist: Top 1% of 144,396" /></a>

Variants: append ?metric=score or ?metric=stars to the image URL.

FAQ

Frequently asked questions

Who maintains ddflow?: ddflow is maintained by delian, which publishes 2 MCP servers (15 total versions) tracked on MCP Toplist.
Is ddflow listed on the Official MCP Registry?: Yes — ddflow is listed on the Official MCP Registry, alongside Glama.
How many versions does ddflow have?: MCP Toplist tracks 14 versions of ddflow, most recently published on Oct 15, 2026.
Where can I find the source code for ddflow?: The source code for ddflow is hosted at github.com/delian/ddflow-mcp.

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