# io.github.aahlijia/dekko (pypi · dekko)

Static code map generator: MAP.md + map.json for any repo, plus a Claude Code /map plugin

- Trust score: 36/100 (low)
- Registry status: active
- Liveness: live
- Owner verified: no
- Last scored: 2026-08-05

## Components

- pypi · `dekko`: 36/100 (this document), [markdown](https://verifymcp.io/servers/aahlijia-dekko/dekko.md), [page](https://verifymcp.io/servers/aahlijia-dekko/dekko)

## Channel facts

- Registry: `pypi`
- Package: `dekko`
- Version: `0.21.3`
- Transport: `stdio`

## Trust breakdown

How this component scores in each security and reliability category. Every signal is checked automatically from public evidence about the published package, including repeated runs of it in an isolated sandbox, and we only credit what we can confirm. Scores are 0–100 per category. Scoring method: https://verifymcp.io/docs/scoring (what has changed: https://verifymcp.io/docs/scoring/changelog)

Scored 2026-08-05.

- **Supply Chain Security**: 100/100
  - No malware found by supply-chain analysis.
  - No known CVEs affecting this package version or its production dependencies.
  - Runs hatchling.build at install time, a recognised native-build step with no shell scripting around it.
  - 0 of 10 dependencies flagged as unhealthy.
- **Provenance & Transparency**: 32/100
  - Source repository is publicly reachable at the declared URL.
  - Provenance check failed: no build-provenance attestation is published.
  - License check failed: no license is declared.
  - Actively maintained (last published 1 days ago).
  - Disclosure check failed: no security disclosure policy was found in the source repository.
- **Schema Quality & AI Usability**: 0/100
  - Schema quality not yet verified: our sandbox run of this package did not complete, so we have no schema to assess.
- **Stability & Change Management**: 0/100
  - Stability not yet verified: our sandbox run of this package did not complete, so we have no schema to compare.
- **Tool Coverage**: 0/100
  - Tool coverage not yet verified: our sandbox run of this package did not complete, so we have no tool definitions to assess.
- **Capabilities**: 0/100
  - Protocol version not yet verified: our sandbox run of this package did not complete, so we never saw its MCP handshake.

**Unverified: 4 categories.** Categories scored 0 because our sandbox run of this package has not given us the schema these checks need to read. That is a gap on our side rather than a finding about the package, and we only credit what we can confirm, so the score stands at 0 until the capture succeeds. We are working through the fleet, so this normally clears without any action from you.

## Install

### Claude

```bash
claude mcp add aahlijia-dekko -- uvx dekko
```

### Codex

```bash
codex mcp add aahlijia-dekko -- uvx dekko
```

### opencode

```json
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "aahlijia-dekko": {
      "type": "local",
      "command": [
        "uvx",
        "dekko"
      ],
      "enabled": true
    }
  }
}
```

### OpenClaw

```bash
openclaw mcp add aahlijia-dekko --command uvx --arg dekko
```

### Hermes

```yaml
mcp_servers:
  aahlijia-dekko:
    command: "uvx"
    args: ["dekko"]
```

### Other

```json
{
  "mcpServers": {
    "aahlijia-dekko": {
      "command": "uvx",
      "args": [
        "dekko"
      ]
    }
  }
}
```

## Changelog

Every change recorded for this component, newest first. Days that predate change tracking, or that we cannot explain, say so: "we were watching and nothing happened" and "we were not watching" are different claims.

### 2026-08-03 (score 36)

First indexed and scored.

## MCP tools (13)

### `query_symbol` (~75 tokens)

Signature, kind, location, doc, fan-in/out, and notes for one symbol — the fast way to learn what a symbol is without reading its file.

Input parameters:

- `root` (string): Repo root containing map.json (default: server cwd)
- `symbol` (string, required): Symbol: name, Class.method, or file.py:name

### `get_callers` (~202 tokens)

Every symbol (and module-level site) that calls a symbol — exact call edges, unlike grep, which can't tell a call from a same-named string. Set sites=true for the precise path:line of each call. Use for impact analysis before a change. Test-file callers are excluded by default — set include_tests=true to see them.

Input parameters:

- `budget` (integer): Approximate token budget (default 800); lowest-relevance rows are dropped to fit and a cost footer is appended
- `include_tests` (boolean): Include results from test files (default: false — test-file callers are usually noise for impact analysis; set true to include them)
- `root` (string): Repo root containing map.json (default: server cwd)
- `sites` (boolean): One row per call site (path:line of each call expression) instead of one per definition
- `symbol` (string, required): Symbol: name, Class.method, or file.py:name

### `get_callees` (~130 tokens)

Every in-repo symbol a symbol calls (set sites=true for call-site lines) — what this code depends on, without reading its body.

Input parameters:

- `budget` (integer): Approximate token budget (default 800); lowest-relevance rows are dropped to fit and a cost footer is appended
- `root` (string): Repo root containing map.json (default: server cwd)
- `sites` (boolean): One row per call site (path:line of each call expression) instead of one per definition
- `symbol` (string, required): Symbol: name, Class.method, or file.py:name

### `find_usages` (~126 tokens)

List the symbols that reference an external (out-of-repo) name, e.g. a stdlib or third-party function, with call sites.

Input parameters:

- `budget` (integer): Approximate token budget (default 800); lowest-relevance rows are dropped to fit and a cost footer is appended
- `limit` (integer): Max result lines (default 50)
- `name` (string, required): Base identifier of the external reference (e.g. 'run' for subprocess.run, 'Path')
- `root` (string): Repo root containing map.json (default: server cwd)

### `get_context_pack` (~159 tokens)

Compact signature neighborhood (callers/callees within N hops) for editing a symbol or file. Token-budgetable. Example: target="awardXp", task="who calls this".

Input parameters:

- `budget` (integer): Approx token budget for the pack (default 800)
- `hops` (integer): Neighborhood radius (default 1)
- `root` (string): Repo root containing map.json (default: server cwd)
- `target` (string, required): Symbol or repo-relative file path
- `task` (string): Rank output by relevance to this task description, blended with structural centrality and the working diff
- `with_source` (boolean): Inline the target's source body and hop-1 call-site lines (default false; counts against budget)

### `outline` (~134 tokens)

A file's (or directory's) structural outline — signatures + doc lines, no bodies — at roughly a tenth the cost of reading it. Prefer this before reading a file to learn what it contains.

Input parameters:

- `budget` (integer): Approximate token budget (default 2000); lowest-relevance rows are dropped to fit and a cost footer is appended
- `limit` (integer): Max symbol rows (default 200)
- `root` (string): Repo root containing map.json (default: server cwd)
- `target` (string, required): Mapped file path or directory (suffix-matched); a directory rolls up its files

### `impacted_tests` (~137 tokens)

Test files a runner should exercise after a change: reverse call-graph reachability from changed symbols plus an import-edge fallback (leads, not verdicts — static analysis misses fixtures and dynamic dispatch).

Input parameters:

- `budget` (integer): Approximate token budget (default 800); lowest-relevance rows are dropped to fit and a cost footer is appended
- `limit` (integer): Max impacted symbols per test file (default 8)
- `rev` (string): Git rev to compare against (default: the commit the map was generated at, else HEAD)
- `root` (string): Repo root containing map.json (default: server cwd)

### `workset` (~197 tokens)

Task work-set: for a change (git rev) or a symbol, bundle the touched files' outlines plus call-graph packs for the most central touched symbols under one token budget. One call replaces affected + N outlines + N packs.

Input parameters:

- `budget` (integer): Shared token budget for the whole bundle (default 6000)
- `packs` (integer): Top-centrality touched symbols to deep-pack (default 5)
- `rev` (string): Git rev to bundle changes against (default: the commit the map was generated at, else HEAD); omit when using 'symbol'
- `root` (string): Repo root containing map.json (default: server cwd)
- `symbol` (string): Seed from a symbol instead of a diff (name, Class.method, file.py:name); not with 'rev'
- `task` (string): Rank output by relevance to this task description, blended with structural centrality and the working diff

### `summary` (~95 tokens)

Compact repo digest (~40 lines): counts, language mix, per-directory rollup with coupling and purpose, load-bearing/orchestrating symbols, entry points, parse errors. Read this before exploring an unfamiliar repo.

Input parameters:

- `budget` (integer): Approximate token cap (default 2000); trailing sections are shed to fit and a footer reports the omission
- `root` (string): Repo root containing map.json (default: server cwd)

### `add_note` (~96 tokens)

Anchor a durable note to a symbol. Notes are committed to .dekko/notes.json and shown on the symbol's card and in its context pack. Use after a non-obvious change so the rationale survives.

Input parameters:

- `root` (string): Repo root containing map.json (default: server cwd)
- `symbol` (string, required): Symbol: name, Class.method, or file.py:name
- `text` (string, required): The note text

### `list_notes` (~61 tokens)

List notes anchored to a symbol, or every note in the repo when no symbol is given.

Input parameters:

- `root` (string): Repo root containing map.json (default: server cwd)
- `symbol` (string): Symbol to list notes for (omit for all notes)

### `map_status` (~34 tokens)

Report whether map.json is fresh or stale.

Input parameters:

- `root` (string): Repo root containing map.json (default: server cwd)

### `refresh_map` (~60 tokens)

Regenerate the map; set full=true to ignore the cache and re-parse every file.

Input parameters:

- `full` (boolean): Ignore the .dekko cache (cold rebuild)
- `root` (string): Repo root containing map.json (default: server cwd)

## Diagnostics

Captured diagnostic sections: Provenance, Install scripts, Dependencies. The full working is on the page: https://verifymcp.io/servers/aahlijia-dekko/dekko#diagnostics

## Score history

- 2026-08-05: 36
- 2026-08-04: 36
- 2026-08-03: 36

## Links

- PyPI project: https://pypi.org/project/dekko/
- Socket report: https://socket.dev/pypi/package/dekko
- Repository: https://github.com/aahlijia/dekko
- Changelog RSS feed: https://verifymcp.io/servers/aahlijia-dekko/dekko.xml
- Changelog JSON feed: https://verifymcp.io/servers/aahlijia-dekko/dekko.json
- HTML version of this page: https://verifymcp.io/servers/aahlijia-dekko/dekko