AI Handoff MCP
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- AlicenseNot gradedqualityBmaintenanceAutomatically captures project state on git commits, detects context drift, and delivers structured token-budgeted briefings to AI agents, ensuring project continuity without manual effort.86 npm2MIT
- AlicenseNot gradedqualityFmaintenanceProvides AI coding assistants with persistent project memory by capturing development checkpoints during git commits, branch switches, and inactivity. It enables seamless task resumption through tools that retrieve session history, momentum, and synthesized re-entry briefings.12 npm3MIT
- AlicenseNot gradedqualityAmaintenanceEnables AI coding agents to keep sessions short by compacting early, saving a handoff and restoring it afterwards, while automatically recalling relevant project knowledge on every request. It exposes a code map ranked with PageRank and a temporal knowledge graph of decisions, bugs, gotchas and concepts, searched with hybrid BM25, Personalized PageRank and Reciprocal Rank Fusion within a token budget.1 npm13MIT
- AlicenseNot gradedqualityCmaintenanceEnables coding agents to keep project state, evidence, and decisions bound to the repository, and to resume work across sessions and hosts by receiving a bounded, revalidated context packet instead of a full transcript. It also lets agents record checkpoints, handoffs, and closeouts while keeping deterministic decision and routing authority in code.2Apache 2.0
- AlicenseBqualityDmaintenanceGives AI coding assistants persistent memory, safety controls, and project awareness by tracking coding sessions, protecting critical files from modifications, and managing approval workflows with automatic changelog generation.1941 npmMIT
- AlicenseNot gradedqualityCmaintenanceProvides persistent cross-session AI memory, code graph analysis, and subagent context compression so coding agents can resume work instantly and avoid re-reading the codebase.Elastic 2.0
TDQS
Scored across 9 tools
Most tools target distinct operations, but save_handoff, update_handoff, and log_progress all mutate the same checkpoint at different granularities, while resume_task and get_handoff both read it. Descriptions provide clear guidance such as preferring resume_task and using log_progress frequently, so misselection is limited.
All tools use a consistent snake_case verb_noun pattern: resume_task, save_handoff, update_handoff, log_progress, get_handoff, get_project_status, prepare_handoff, export_handoff_markdown, clear_handoff. There is no mixing of conventions or vague naming.
Nine tools sit comfortably in the ideal 3-15 range for a handoff/checkpoint server. Each tool has a distinct role: resume, save, update, log, get, status, prepare, export, and clear.
The set covers the full handoff lifecycle: save, update, log, read/resume, export, clear, and Git status. Minor gaps remain, such as no tool to list available projects/checkpoints or inspect captured hooks, which could complicate discovery in multi-project use.