asc-mcp

MCP server for ASC — the "APK-as-database" Android analysis engine presented as Droid ASC: R8 Compiler Optimization as a DeCompiler Primitive at Black Hat Europe 2026 Arsenal (credit: WeiMin Cheng / MG1937 & Zhihan Lin).

ASC treats an APK as a read-only database instead of fully decompiling it: zero preprocessing, zero disk cache, sub-second to ~2s global cross-reference searches even on 300MB+ APKs (see the upstream benchmark in the ASC repo). asc-mcp exposes that engine as MCP tools so AI clients (kimi-code / ksec, Claude, any MCP host) can drive it directly, side by side with jadx-mcp.

MCP client ──MCP──▶ asc-mcp ──imports──▶ ASC engine (external clone, ASC_PATH)

• Use asc-mcp for: locating — cross-references, string recon, class/member peek, manifest/components, fleet-wide batch queries.

• Use jadx-mcp for: deep reading, rename/annotation, resources, smali, debugger.

Tools

All tools are stateless and re-entrant: every call takes an explicit apk_path, spawns isolated worker processes, and shares no memory, files, or ports — multiple MCP clients (harnesses) can use one or several server instances concurrently without conflicts.

Related MCP server: apk-docforge

Install

# 1. the engine (external dependency, NOT vendored — see Legal notes)
git clone https://github.com/MG1937/ASC.git ../ASC   # or set ASC_PATH later

# 2. this server
git clone https://github.com/NitrogenT7/asc-mcp.git asc-mcp && cd asc-mcp
python -m venv .venv
# Windows: .venv\Scripts\python -m pip install -r requirements.txt
.venv/bin/python -m pip install -r requirements.txt

asc_path.py resolves the engine in this order: $ASC_PATH → ./ASC/ → ../ASC/.

Register with an MCP host (example: kimi-code / ksec ~/.kimi-code/mcp.json)

"asc": {
  "command": "C:/path/to/asc-mcp/.venv/Scripts/python.exe",
  "args": ["C:/path/to/asc-mcp/asc_mcp_server.py"],
  "startupTimeoutMs": 60000,
  "toolTimeoutMs": 180000
}

Stdio is the default transport; --http --host 127.0.0.1 --port 9001 serves streamable-http instead.

Test

Fully fixture-driven; no paths are hardcoded:

# Windows: set ASC_TEST_APK=C:\path\to\app.apk
export ASC_TEST_APK=/path/to/app.apk            # any non-trivial APK
export ASC_TEST_APK_2=/path/to/second.apk       # optional
export ASC_TEST_APK_UNSIGNED=/path/to/edge.apk  # optional

.venv/bin/python tests/test_asc_mcp.py           # in-process
.venv/bin/python tests/test_asc_mcp.py --stdio   # stdio + progress + multi-harness

The suite covers all 10 tools, structured-output shape, error paths, determinism, a 6-way concurrent mix, and two concurrent stdio server instances (multi-harness).

Benchmark

.venv/bin/python tests/benchmark_asc.py /path/one.apk /path/two.apk
# optional jadx comparison when a jadx-ai-mcp plugin is reachable:
set JADX_MCP_URL=http://127.0.0.1:8650

Compatibility notes

• asc-mcp imports ASC internals (including private helpers such as _parse_cd_dex_entries). Upstream has no stable API or releases yet; pin your ASC clone by commit and re-run the test suite after pulling.

• The decompiler backend (Androguard DAD, patched by ASC) poisons sys.modules with dummy modules, so asc_get_class_source deliberately runs in a subprocess. Don't import it in-process.

Legal notes

• asc-mcp's own code is MIT (see LICENSE).

• ASC itself currently ships without a LICENSE file. Until upstream adds one, this repository does not vendor or redistribute ASC; users clone it themselves. All ASC credit goes to its author — this is only an MCP wrapper.

• Test APKs are never committed (.gitignore); fixtures are supplied locally via environment variables.