{"id":"zerowand01-markplane","name":"markplane","af_score":58.5,"security_score":25.5,"reliability_score":28.8,"what_it_does":"Markplane is a local, markdown-first project management tool for organizing epics, tasks, plans, and notes inside a repository (e.g., .markplane/). It generates a token-efficient .context/ directory for AI assistants and includes a built-in MCP server (JSON-RPC over stdio) plus a local web UI to manage and visualize project state. ","best_when":"You want project management data to live in the same repo as the code (git-backed), and you want AI assistants to reliably read/update that state via an MCP integration and/or local UI/CLI.","avoid_when":"You cannot run local binaries/web UI/MCP locally (e.g., locked-down environments), or you need fine-grained, server-enforced access controls and external compliance features that are not provided by a local file-based model.","last_evaluated":"2026-03-30T15:20:52.085953+00:00","has_mcp":true,"has_api":false,"auth_methods":["None for local CLI/Web UI and MCP transport is stdio-based (per README)"],"has_free_tier":false,"known_gotchas":["MCP operates over stdio; some agent/editor setups may require correct per-user vs project-wide configuration (e.g., .mcp.json).","Agent may need to use INDEX.md routing/context-loading patterns described in docs to stay within token budgets.","File-based state means concurrent edits (manual + agent + UI) could create conflicts; conflict behavior is not described in provided content."],"error_quality":0.0}