Waggle MCP
未申請MCP server for external memory layer for AI agents + more . Download from pypi , and get started
インストール
claude mcp add --transport stdio waggle -- waggle-mcp serve --transport stdioAI & ML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。
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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 (39)
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。
aggregate_graph
Broad filtered subgraph for map-reduce tasks. Use when you want a large scoped slice rather than high-precision top-K. Supports nodetypes, tags, asof, includeinvalidated.
apply_approved_memory_change
Applies the exact approved value using only a proposal ID.
canonicalize_node
Merge multiple nodes into one canonical node. Repoints all edges, collects aliases. Idempotent.
close_context_window
Close a session window and derive cross-window edges.
debug_retrieval
Diagnose retrieval ranking for a query — embedding scores, window routing, tiered vs flat comparison.
decompose_and_store
Break long content into atomic nodes and infer edges automatically.
dedup_candidates
Return near-duplicate node pairs above a similarity threshold for human review.
delete_node
Delete a node and all its edges.
diff
git diff
edge_quality_report
Audit edge quality — counts, average confidence per type, top/bottom confidence edges.
export_graph_html
Export the memory graph as an interactive HTML visualization.
export_markdown_vault
Export the graph as an Obsidian-compatible Markdown vault.
fsck
git fsck
get_context_window
Inspect one context window and its nodes.
get_node_history
Inspect a node's evidence, validity window, and connected context.
get_project_brief
Returns the project's goal, current decisions, constraints, state, and open questions.
get_related
Fetch the neighborhood around a specific node by ID.
get_stats
Node/edge counts, type breakdowns, and recent highly-connected nodes.
get_topics
Topic clusters via community detection across the full tenant graph.
graph_diff
When the user asks what changed recently.
grep
git grep
import_markdown_vault
Import an edited Obsidian vault back into the graph non-destructively.
list_conflicts
List unresolved contradiction and update edges.
list_context_scopes
Known agent, project, and session scope values.
list_context_windows
Chat/session-level memory containers with status and node counts.
load_abhi_chunks
—
load_abhi_for_session
Loads a portable graph into this browser tab and returns a brief.
merge
git merge
observe_conversation
After any turn containing a decision, preference, constraint, correction, or project fact. Persists the verbatim turn first, then extracts graph nodes. Returns turnid, verbatimstored, nodesextracted, edgesinferred.
prime_context
At the start of a new session to hydrate context from the most relevant scoped memories.
propose_memory_change
Creates a pending correction for human review without changing authoritative memory.
pull
git pull
query_graph
Before answering questions that may depend on prior context. Hybrid retrieval (graph + verbatim transcript) by default. Supports asof for point-in-time queries.
recall_memory
Finds current authoritative memories for a query, with supersession provenance when available.
resolve_conflict
Mark a conflict resolved. Pass winner (node ID) to supersede the losing node — sets its validto to now.
show
git show
timeline
Chronological view of memory changes for a node or query.
update_node
Update an existing node's content, label, or tags.
window_graph_viz
Export the context-window graph as an interactive HTML visualization.