Junto Memory
未申請Persistent shared memory and coordination MCP server for multi-agent AI workflows. The memory component of the Junto system. MongoDB + ChromaDB. Production-tested with 6+ agents over 500+ sessions.
インストール
python -m shared_memory --transport stdioDatabasesの他のサーバー
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このリスティングは公開情報から自動的にインデックスされました。申請することで、ページの編集、互換性の設定、成長ツールのアンロックができます。2分以内に完了します。
このサーバーを申請するセキュリティプロファイル
申請済みおよび認証済みのサーバーは毎週の静的スキャンを受け、コードが到達できる範囲（外部サービス、環境変数、シェルコマンド、エージェント設定フォルダ）と既知のアドバイザリを持つ依存関係が表示されます。このリスティングを申請すると利用できます。 セキュリティプロファイルの仕組み
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ドキュメントに記載されたツール (40)
プロジェクトのドキュメントに基づきます。サーバーのハンドシェイクは、各ツールの説明や動作を検証するものではありません。
memory_acknowledge_message
Mark a message as received (shortcut for status update).
memory_add_backlog_item
Add a task, feature request, or tech debt item to the backlog.
memory_admin
Manage API keys and view audit logs. Actions: createkey, revokekey, listkeys, auditlog, authstatus. Requires owner role when auth is enabled.
memory_archive_by_tag
Bulk archive all documents matching a tag (e.g., end-of-version cleanup).
memory_become_librarian
Get a prompt and unenriched functions to run local enrichment on your machine.
memory_change_status
Change a document's status: active, deprecated, superseded, archived. Preserves history.
memory_checklist
Shared checklists for launch readiness, deploy steps, etc. Actions: create, get, add, check, delete, list.
memory_complete_backlog_item
Mark a backlog item as done or won't-do, with optional resolution notes.
memory_db
Read-only queries against registered external databases. Actions: list, schema, query. SQL injection protection built in.
memory_define_spec
Create or update a versioned spec with owner-only enforcement. Supports semver and history.
memory_end_session
Record a summary, files modified, and handoff notes. Releases all locks. Call this when done.
memory_enrich_function
Add deep analysis to a function ref: signature, parameters, side effects, complexity. For librarian use.
memory_find_function
Search for functions by purpose or name. Check before implementing to avoid duplication.
memory_get_active_work
See what other agents are currently working on — tasks, files touched, timestamps. Avoid overlap.
memory_get_agent_status
Get heartbeat status of agents. Flags agents stale after 5 minutes.
memory_get_by_id
Retrieve a specific document by its exact ID.
memory_get_enrichment_queue
View functions awaiting librarian enrichment.
memory_get_locks
View current file locks with stale detection (inactive > 30 min).
memory_get_messages
Get pending messages for your agent. Scoped by project.
memory_get_spec
Retrieve a spec by name, optionally at a specific historical version.
memory_guidelines
Manage behavioral rules that all agents receive at session start. Actions: list, set, delete, get. Update once, every agent on every machine picks it up.
memory_heartbeat
Send a heartbeat with your current status (idle, busy, error). Enables stale detection.
memory_list_agents
Discover registered agents across projects with roles and last activity.
memory_list_backlog
List backlog items with filters: project, status, priority, assignee, milestone.
memory_list_projects
List all projects with document counts. No session required.
memory_list_specs
List all specs with optional version history and type filtering.
memory_lock_files
Atomically lock files for exclusive editing. Supports directory locks. Auto-releases on session end.
memory_project
Manage projects and agents. Actions: create, get, list, delete, addagent, removeagent, updateagent.
memory_query
Search the knowledge base by natural language. Returns relevant docs with relevance scores.
memory_record_learning
Quick shortcut to record a learning, gotcha, or technique for other agents.
memory_register_function
Register a function reference with name, file, purpose, and optional gotchas. Triggers librarian enrichment.
memory_restore_by_tag
Bulk restore previously archived documents by tag.
memory_search_global
Search across all projects and shared collections at once.
memory_send_message
Send a message to another agent. Supports categories (task, question, blocker, etc.) and threading.
memory_start_session
Register a session and receive context: recent learnings, active agents, file locks, pending signals. Call this first.
memory_store
Store a new document (architecture, API spec, code snippet, interface contract, etc.).
memory_unlock_files
Release specific file locks or all locks held by your session.
memory_update_backlog_item
Update a backlog item's status, priority, assignee, or description.
memory_update_message_status
Track message lifecycle: pending, delivered, received, completed, failed.
memory_update_work
Update your current work status and files touched. Enables overlap detection and dependency signaling.