itsoc_mcp — a read-only MCP server over the local analysis backend
mcp-name: io.github.Ankit512/itsoc-mcp
itsoc_mcp exposes this project's existing log-analysis capabilities as
Model Context Protocol tools, so an
MCP-capable agent (Claude Code / Claude Desktop) can drive them. It is an
isolated sibling package: it imports nothing from anomaly_detector.py,
changes no /api/* route, and adds no dependency to the core backend.
What it is (and is not)
- A client, not a brain. Every tool proxies the already-running local backend
(
http://127.0.0.1:8765by default). This server computes no verdicts: severities, correlation, and rule verdicts are owned by the frozen deterministic detector on the backend. Tools relay; they never re-decide. - Read-only. No tool writes, remediates, or acts.
analyze_logstarts an analysis (the one existing "write" the API offers) andexplain_findingrequests an advisory explanation via the existing endpoint — an explanation never changes, suppresses, or escalates a verdict. - Honest by construction. Backend
null/ "0 lines parsed" / idle states are passed through verbatim — never a fabricated all-clear or an empty file. - Redacted by default. Any field carrying raw log text is masked through the
project's existing egress choke point (
console/redact.py) before it leaves, unless you opt into a trusted local session (see below).
Every tool response carries a provenance block stating: verdicts are
deterministic/rule-owned, explanations are advisory, MITRE tags are derived (not
verdicts), plus the running detector's detector_sha256.
Tools
| Tool | What it returns | Honesty notes |
|---|---|---|
analyze_log(source, compare=False) |
Runs the existing analyze flow on a local path or an http(s) URL; returns run_id + summary (severity counts, lines parsed/unparsed, unrecognized flag, detector sha). |
Unrecognized format → "0 lines parsed", explicitly not an all-clear. |
list_runs() |
Saved runs from run history, plus the current run. | Empty history is honestly empty. |
get_findings(run_id='', severity='', rule='', host='', limit=50) |
Filtered findings for the active run: rule-owned severity, rule_id, derived MITRE tags. |
Host/title are redacted by default. A non-current run_id is an honest error (this server never switches the active run). |
get_evidence(finding_id, run_id='') |
Real evidence lines + rule predicate + timeline for one finding. | Raw lines and timeline labels are redacted by default. |
explain_finding(finding_id, run_id='') |
Advisory LLM explanation via /api/explain. |
Advisory only; redacted by default; an unreachable model is an honest error. |
export_run(format, run_id='') |
Proxies /api/export (csv|html|xml|json|md). |
Idle → honest 409 ("nothing to export yet"), never an empty file. Content carries raw log text, so it is withheld by default (real size + sha256 returned); set the trusted-local flag to receive it inline. |
threat_intel_lookup(ip, bundle_path=None) |
Offline STIX→MITRE lookup for one IPv4, reusing threat_intel/ (match + severity from threat_detector.py, MITRE from the cached ATT&CK DB). No network egress. |
No bundle configured → honest n/a; no match → honest "no match", not an all-clear. |
Install
The core backend stays stdlib-only — do not install anything to run it. Install the MCP SDK only if you want to run this server:
pip install -r itsoc_mcp/requirements-mcp.txt # the `mcp` SDK, and nothing else
Run
-
Start the backend (from the repo root), stdlib-only, no extra installs:
python3 console/serve.py # serves http://127.0.0.1:8765
-
Launch the MCP server over stdio (from the repo root):
python -m itsoc_mcp
Configuration (environment)
| Variable | Default | Purpose |
|---|---|---|
ITSOC_BASE_URL |
http://127.0.0.1:8765 |
Where the local backend is listening. |
ITSOC_MCP_TRUSTED_LOCAL |
(unset) | Set to 1 to return raw (unredacted) log text and inline export content. Leave unset for any session an MCP client could relay off-machine — the default masks IPs, usernames, and known hosts. |
ITSOC_STIX_BUNDLE |
(unset) | Path to a local STIX bundle for threat_intel_lookup. Unset → the tool honestly reports "n/a — nothing to match against". |
Register with an MCP client (stdio)
Paste into your MCP client config (e.g. Claude Desktop's
claude_desktop_config.json, or .mcp.json for Claude Code). Replace
/ABSOLUTE/PATH/TO/log-analyzer with the repo root:
{
"mcpServers": {
"itsoc": {
"command": "python",
"args": ["-m", "itsoc_mcp"],
"cwd": "/ABSOLUTE/PATH/TO/log-analyzer",
"env": {
"ITSOC_BASE_URL": "http://127.0.0.1:8765"
}
}
}
}
To allow raw evidence/export on a trusted local machine, add
"ITSOC_MCP_TRUSTED_LOCAL": "1" (and optionally "ITSOC_STIX_BUNDLE": "...") to
that env block. The backend (python3 console/serve.py) must be running.
Tests
Network-free, no SDK, no ATT&CK cache required — the client is faked and the offline mapper is stubbed:
python3 itsoc_mcp/test_mcp.py
It asserts each tool's shape, that get_evidence/get_findings/explain_finding
are redacted by default and raw only with ITSOC_MCP_TRUSTED_LOCAL=1, and
that idle/unrecognized/error states return honest errors, not empty payloads.
Standalone install (uvx / pipx)
pyproject.toml builds an itsoc-mcp distribution with an itsoc-mcp console
script (itsoc_mcp.server:main) and pins mcp>=1.0,<2 — MCP clients speak the
stable 1.x API; mcp 2.0 changed the server API. The package is self-contained:
it runs with no repo checkout.
uvx itsoc-mcp # or: pipx run itsoc-mcp (the backend must still be running)
Two honesty points, stated plainly:
- The egress guard is never weakened standalone. Redaction has a single source
of truth —
console/redact.py— used whenever the repo is importable. In a bare install it falls back to a verbatim vendored mirror (_redact_vendored.py) that masks identically (redact-by-default; raw only withITSOC_MCP_TRUSTED_LOCAL=1). A drift-guard test asserts the two never diverge, so the vendored copy can never silently mask less.redaction.redact_source()reports which is active. If neither could load, the module fails to import rather than pass text through — it fails closed, never open. threat_intel_lookupneeds the repo. Its offline STIX→MITRE path reuses the repo's siblingthreat_intel/package, which a bare install does not ship. In a standalone install that one tool fails closed with an honest "offline threat-intel unavailable … NOT a clean verdict / not an all-clear" message — never a fabricated match or a fake all-clear. Run from the repo (python -m itsoc_mcp) to use offline threat-intel. Every other tool is a client of the backend API and works identically standalone or in-repo.
Standalone means no repo checkout is needed for the MCP package — the backend
(python3 console/serve.py) still runs separately and must be reachable at
ITSOC_BASE_URL.
License
MIT — see the repository's top-level LICENSE.
License
MIT — see the repository's top-level LICENSE.
Metadata
Release files for itsoc-mcp 0.1.0
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Total release size: 61.0 kB
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