primer-mcp is an open-source MCP server for planning-first AI-assisted development. It stores Jira-like tickets as Markdown files and lets AI agents manage development planning through the Model Context Protocol.
In the Frameworks & runtimes space, primer-mcp takes a focused approach. It focuses on managing development plans and Jira-like tickets through an AI-assisted, file-based workflow. It is built as an open-source project for software developers using AI coding agents. primer-mcp is open source under the MIT license. primer-mcp is available on the command line, and it can be self-hosted.
Ivan Lai builds and maintains primer-mcp, and it first shipped in 2026. The project is developed in the open on GitHub with 158 commits in the last 90 days. Key capabilities include markdown tickets, planning workflows, and AI agent interface. It exposes integrations via an MCP server.
Summary written by a language model from the project’s public pages.
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