Breadcrumbs

Personal project manager that syncs GitHub repos and tracks coding activity through CLAUDE.md / CLAUDE_LOG.md snapshots. Ships with a Model Context Protocol (MCP) server so AI assistants can read the kanban board, attach card notes, and write project documentation directly.

Self-hostable kanban + project context tool for solo developers and small teams working alongside AI coding assistants. Activity logs are pulled from each project's CLAUDE_LOG.md. AI agents (Claude Code, Codex) connect over MCP using project-scoped API keys.

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• /llms.txt — canonical machine-readable description
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MCP

Streamable HTTP at https://breadcrumbs.dev/mcp, SSE fallback at https://breadcrumbs.dev/mcp/sse. Auth: Authorization: Bearer bc_<project_api_key>. Tools include get_project_overview, get_kanban_board, create_card, update_card, add_note, read_documentation, write_documentation, delete_documentation, log_activity, plus structured plan and verification helpers.