Plane Projectmanagement MCP Server

This repository contains a Model Context Protocol (MCP) server implementation for the Ghost blogging platform with Server-Sent Events (SSE) transport

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What is the Plane Projectmanagement MCP MCP server?

This repository contains a Model Context Protocol (MCP) server implementation for the Ghost blogging platform with Server-Sent Events (SSE) transport support. Exposed over MCP by the plane projectmanagement mcp mcp server, that capability becomes something an assistant can invoke while it works, not something you go and do afterwards.

What it actually does

  • Supports both SSE and stdio transports
  • Provides access to Ghost Admin API functionality through MCP tools
  • Manage Ghost blog posts, pages, and tags
  • Secure by default with non-root user in Docker
  • Environment variable configuration
  • Health check endpoint

Adding it to your client

oculair/ghost-mcp on a container image is all you need. Most clients run it directly, so configuration is a few lines and a restart.

Its toolset

Everything the assistant can do here goes through one of these:

  • Posts — create_ghost_post, list_ghost_posts, update_ghost_post, delete_ghost_post
  • Pages — create_ghost_page, list_ghost_pages, update_ghost_page, delete_ghost_page
  • Tags — create_ghost_tag, update_ghost_tag
  • Debugging — To debug the container, you can run it with an interactive shell:

Configuration

You will need 3 environment variables: GHOST_URL, GHOST_KEY_ID, GHOST_KEY_SECRET. The server will not start without them, which is usually why the tools fail to appear on a first run. Keep credentials in your client's env block or a secrets manager rather than in a file you might commit.

Caveats

  • It runs with your machine's permissions. That is convenient and also the reason to think about what you point it at before you approve a tool call.
  • Missing credentials fail quietly in some clients — if no tools show up, check the environment block first.
  • MCP clients confirm each tool call by default. Leave that on until you have watched what the plane projectmanagement mcp mcp server does with a few real requests.

When to reach for it

Plenty of developer tooling servers cover similar ground. The differences that matter in practice are scope of access and how much setup stands between you and a working tool call. Plane Projectmanagement MCP's toolset — Posts, Pages, Tags and 1 more — is a fair guide to whether it matches your workflow. It is maintained by oculairmedia; worth a glance at recent repository activity before you build anything load-bearing on it.

SyncDev reviews every entry in this directory against the project's own documentation before publishing, and revisits them as servers change.

Available tools

ToolWhat it does
Postscreate_ghost_post, list_ghost_posts, update_ghost_post, delete_ghost_post
Pagescreate_ghost_page, list_ghost_pages, update_ghost_page, delete_ghost_page
Tagscreate_ghost_tag, update_ghost_tag
DebuggingTo debug the container, you can run it with an interactive shell:

How to install the Plane Projectmanagement MCP MCP server

{
  "mcpServers": {
    "plane-projectmanagement": {
      "command": "docker",
      "args": ["run", "-i", "--rm", "oculair/ghost-mcp"],
      "env": {
        "GHOST_URL": "your-value",
        "GHOST_KEY_ID": "your-value",
        "GHOST_KEY_SECRET": "your-value"
      }
    }
  }
}

Add to claude_desktop_config.json, then restart Claude Desktop.

Configuration

VariableDescriptionRequired
GHOST_URLEndpoint or connection string the server talks to.Yes
GHOST_KEY_IDCredential the server authenticates with.Yes
GHOST_KEY_SECRETCredential the server authenticates with.Yes

Example prompts to try

  • Use Plane Projectmanagement MCP to Posts.
  • Use Plane Projectmanagement MCP to Pages.
  • Use Plane Projectmanagement MCP to Tags.

Frequently asked questions

It connects Plane Projectmanagement MCP to MCP-compatible AI assistants such as Claude and Cursor, exposing 4 tools (Posts, Pages, Tags, and more) that the assistant can call on your behalf. Instead of copying data back and forth by hand, the assistant works with Plane Projectmanagement MCP directly.