"Task" matching MCP connectors:

Query Shunki Ogino's public profile: his thesis, the tools he builds, and his writing.

Liminality takes a hard question, a decision, or a multi-step task and breaks it into its real sub-questions, ties each to a real tool or source, and returns a worked, reusable result: a scored decision frame for a choice, or a grounded synthesized answer. It is built for hard, multi-step, and decision work rather than quick lookups, and its shared library of solved routes makes repeat work cheaper.

AI-native project management plus a persistent memory & knowledge layer for agents: live tasks, sprints, AI risk scores, burnout signals, project memory, decision logs, and semantic knowledge search — 100+ tools via OAuth 2.1, free plan.

Private-by-default, local-first memory/context/task orchestrator for MCP apps and agents.

Persistent long-term memory for AI agents: semantic search, knowledge graph, and task canvas.

MCP protocol requiring task acceptance and provenance tags. Self-hosted only - see README.

Brain dump, routines, task planning, focus, and instant thought retrieval