MCPVault

show

MCP tool from Waggle MCP by Abhigyan-Shekhar

git show

How to use it

show is exposed by the Waggle MCP MCP server. Add the server to your MCP client (Claude Desktop, Cursor, Windsurf and others), and the show tool becomes available to the model automatically. See the full listing for setup details and every tool this server provides.

Install Waggle MCP

$claude mcp add --transport stdio waggle -- waggle-mcp serve --transport stdio
FULL WAGGLE MCP LISTING

Other tools in Waggle MCP (34)

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.

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.

commit

git commit

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_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

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.

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.

resolve_conflict

Mark a conflict resolved. Pass winner (node ID) to supersede the losing node — sets its validto to now.

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.