Self-hosted Plane MCP alternatives
Plane's MCP server can run on your own infrastructure, alongside a self-hosted Plane install, so the server process and its credentials stay where you put them. If that is the requirement, the servers below qualify too: each installs locally and talks to your agent over stdio.
One honest caveat carries across every product here. Self-hosting the server controls where the process and tokens live, but project data still travels to each tool's own API unless the server reads local files. Only the file-based options keep the content itself on your machine.
The 8 best self-hosted alternatives
Boards run the show in monday.com, and its official server can run on your own infrastructure, covering items, boards, columns, and groups plus raw API queries. It fits teams that treat boards the way Plane treats work items.
Set up monday.com →Run it locally over stdio and Shortcut's server finds, creates, and updates Stories, Epics, Iterations, Objectives, and Docs, a close match to Plane's cycles and modules from a process you control.
Set up Shortcut →Anthropic's Fetch server installs locally and pulls a URL into clean markdown. The request leaves your network to reach the page, but the server itself runs on your own machine.
Set up Fetch →The reference Memory server keeps its knowledge graph of entities, relations, and observations on local disk. Nothing leaves your machine, which makes it the most self-contained option here.
Set up Memory →Time runs locally and answers current-time and IANA timezone questions with no network call at all. It is the simplest stdio companion when cycle dates need the right zone.
Set up Time →Of everything here, Obsidian keeps the most on your disk: planning notes are local Markdown, and the server reads, searches, and edits them through the Local REST API plugin without the content leaving your machine.
Set up Obsidian →Run it yourself and the community Slack server reads history, DMs, and search over stdio with no workspace bot to install. It covers the team chat around a project rather than the project itself.
Set up Slack →Airtable's maintained server installs locally and is schema-first: the agent inspects a base, then reads, searches, and writes records, fields, and comments, useful if you track work in Airtable tables.
Set up Airtable →
How to choose
All of these run as a local process, which is what self-hosting buys you: the server and its tokens stay on your infrastructure. monday, Shortcut, and Airtable are the trackers worth weighing against Plane. The caveat to state plainly: their data still flows to each product's API. Obsidian and Memory are the exceptions, since they read and write local files.
FAQ
- Can the Plane MCP server be self-hosted?
- Yes. Plane is open-core, so you can run the server on your own infrastructure against a self-hosted install, keeping the process and credentials in your environment rather than on a vendor's endpoint.
- Does self-hosting keep my project data on my own machine?
- It keeps the server process and tokens local, which is usually the goal for audit and access control. The data itself still goes to each product's API, monday, Shortcut, Airtable, and the rest. Obsidian and Memory are the exceptions: they work on local files.