Forensic Deepdive

Install

Works with Claude Code, Codex, VS Code, Cursor, Windsurf, Claude Desktop. Read the repository before you give any tool access to your data.

npx agentmarket install connector/dhevenddra-forensic-deepdive

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Permissions

What this server can do and what it asks for, from its tool list and install config. Checked Oct 25, 2026.

Tools

2 read · 1 write · 0 delete · 6 not yet classified

Secrets

None asked for

Install scripts

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Runs as

Python package

Tools (9)

Read from the source code; the running server may differ. Descriptions are the server’s own words; hidden characters are shown as [U+…].

• archaeology_tool

  Git-history view of a file (or a symbol's enclosing file): churn, top authors with share, co-change cluster, defect proximity, bus factor, recent commits. Use to answer "who owns this and how risky is it?".

• context_tool

  One-call 360° view of a symbol: definition + callers + callees + members + siblings + extends/implements + recent commits + dominant author. Use to answer "what does X do and who owns it?".

• flow_tool

  DFS over CALLS edges from any symbol matching ``entry_point`` up to ``max_depth`` hops. Returns execution-path traces. Use to answer "trace what happens when X is invoked".

• impact_tool

  Blast-radius analysis for a symbol. Walks CALLS edges in the given direction (upstream=callers, downstream=callees) up to ``depth`` hops. Returns depth-bucketed lists with confidence labels. Use to answer "what breaks if I change X?".

• query_tool

  Run a raw Cypher query against the LadybugDB graph, OR pass ``natural_language`` for a hybrid search (lexical BM25 + structural graph signal + opt-in offline semantic, fused by RRF and shaped to rank implementations above tests). Results carry provenance + confidence; ``retrievers_active``/``degraded`` report which tiers ran. Set ``semantic=True`` to add the ONNX tier (needs the ``[semantic]`` extra). Use Cypher for precise queries; natural_language for discovery.

• recall_insights_tool

  Return prior learnings about *symbol* recorded via record_insight (DEC-019). Newest first, capped at ``limit``. ``since`` (ISO timestamp) filters to insights at or after that time. Use when starting work on a symbol to surface what past sessions learned.

• record_insight_tool

  Persist one durable learning about this codebase (DEC-019). Use after verifying a hypothesis, fixing a bug, or noticing a cross-session pattern. ``verified_by`` must be one of: "human", "static", "test", "ai". Surfaces back via context() and recall_insights() on future sessions.

• trace_tool

  Trace one cross-stack feature slice across the `Endpoint` join node (DEC-043). ``downstream`` from a frontend/client symbol walks CALLS_ENDPOINT → Endpoint → HANDLES → handler → CALLS tail; ``upstream`` from a route handler answers "who calls this endpoint". Endpoints with no located handler are surfaced honestly (handler=null). Use to answer "what backend does this component hit?" or "who calls this route?".

• visualize_tool

  Render a bounded Mermaid diagram of the graph around ``target`` (a symbol or file), or ``central=True`` for the top-``max_nodes`` symbols. Returns a fenced ```mermaid block. Edge dash style encodes confidence (solid=EXTRACTED, dashed=INFERRED, dotted=AMBIGUOUS). Use to answer "show me a diagram of X / how does X connect".

Signals

Stars

2

Forks

2

Open issues

0

Weekly downloads

29

Last commit

Aug 16, 2026 (2 months ago)

Last release

Jul 29, 2026 (3 months ago)

Last package publish

Jul 29, 2026 (3 months ago)

From GitHub (fetched Oct 24, 2026) and the package registry.

Details

Registry name

io.github.Dhevenddra/forensic-deepdive

Version

0.10.0

Auth

No auth

Packages

pypi forensic-deepdive

License

Apache-2.0

Repository

github.com/Dhevenddra/forensic-deepdive

Website

github.com/Dhevenddra/forensic-deepdive

First seen

Oct 24, 2026

Last checked

Oct 25, 2026

Source

Official MCP Registrygithub-graphql