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MCP server

Sequential Thinking Working Notes

Runs locallyMITUpdated on Oct 23, 2026961GitHub starsCan change data

Published as mcp-sequential-thinking on PyPI, this local MCP server by Arben Ademi has become a store of resumable working notes for hard tasks rather than a reasoning engine.

What it does

Published as mcp-sequential-thinking on PyPI, this local MCP server by Arben Ademi has become a store of resumable working notes for hard tasks rather than a reasoning engine. An agent opens a session, adds typed notes such as evidence, assumptions, options, risks, decisions and next actions, links or supersedes earlier notes, starts branches, and later reads a resume view with decisions first. Sessions are kept in a SQLite database on disk, survive restarts, and can be finalised, exported, imported or deleted. Older thought-stage tools remain but are deprecated. It runs through uvx over stdio, with setup for Claude Code, Gemini CLI, Codex, Claude Desktop and VS Code.

Capabilities

  • Create and list note sessions for a task
  • Add typed notes such as evidence, risks, decisions and next actions
  • Supersede or branch from earlier notes
  • Read a resume view with decisions first
  • Finalise, export, import and delete sessions