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infn-epics

EPICS MCP Server

by infn-epics

ARGUS

ARGUS is an MCP server that gives an AI assistant a unified operational interface to an accelerator control room — not just EPICS. A single tool call like diagnose_device("QF12") transparently pulls together live PV values, archived trends, Kubernetes pod status, ArgoCD deployment state, recent logbook entries, and documentation, and returns one structured report. The LLM never needs to know (or ask) which backend answered.

ARGUS started as a fork of INFN's epics-mcp-server (a 3-tool EPICS-only proof of concept) and has been rebuilt into a modular provider → service → tool architecture. See docs/architecture.md for the full picture.

Why not just expose EPICS functions as tools?

Because a control room isn't just PVs. A device like quadrupole QF12 is a PV group, an IOC, a Kubernetes pod, a GitOps deployment, a maintenance history, and a stack of documentation — and answering "what's wrong with QF12?" means correlating all of that. ARGUS exposes ~18 high-level, intent-shaped tools instead of hundreds of thin per-backend wrappers; each tool decides internally which of EPICS, the Archiver Appliance, ChannelFinder, Kubernetes, ArgoCD, Elasticsearch, the electronic logbook, or local documentation to query (in parallel, with per-backend timeouts and graceful degradation).

Related MCP server: ThinkPLC-MCP

Quickstart

python3.12 -m venv .venv
.venv/bin/pip install -r requirements.txt
cp .env.example .env   # at minimum, set EPICS_CA_ADDR_LIST
.venv/bin/python -m argus --transport stdio

Every provider besides EPICS is entirely optional — the server boots fine with just EPICS_CA_ADDR_LIST set; unconfigured providers report themselves as unconfigured rather than erroring, and diagnose_device() still returns a graceful partial report. See .env.example for every provider's config, and docs/providers.md for what each one talks to.

Serve over SSE instead of stdio:

.venv/bin/python -m argus --transport sse --host 0.0.0.0 --port 8000

Backward compatibility

The original 3 tools still exist, unchanged, so existing clients (including the example scripts under test/) work with zero changes:

  • get_pv_value(pv_name){"status": "success", "value": ...}

  • set_pv_value(pv_name, pv_value){"status": "success", "message": ...}

  • get_pv_info(pv_name){"status": "success", "info": {...}}

get_pv/set_pv are the new, richer equivalents (include timestamp and alarm severity); the legacy names are thin aliases with byte-identical input schemas, enforced by tests/tools/test_pv_tools_backward_compat.py.

Tools

Tool

What it does

get_pv / set_pv / get_pv_info

Read/write/inspect a single PV

get_pv_value / set_pv_value

Legacy aliases of get_pv/set_pv

search_pvs

Search PVs/channels by name, tag, or property (ChannelFinder)

get_device

Full device metadata: PVs, IOC, pod, namespace, rack, owner, docs

device_status

Quick health snapshot: live PVs + pod status

diagnose_device

Full cross-system diagnostic report, one call

beamline_status

Aggregate status across a group of devices

get_history

Historical trend data for a PV (Archiver Appliance)

get_alarm_history

Recent alarm-tagged logbook entries for a device

get_logs

Search historical application/IOC logs (Elasticsearch)

list_iocs

List IOCs and their Kubernetes pod status

restart_ioc

Restart an IOC's pod

machine_summary

Machine-wide IOC health + recent alarm counts

execute_procedure

Run a named, pre-approved operational procedure (scaffolded; no procedures ship yet — see ADR context)

search_documentation

Search technical documentation (local TF-IDF by default)

Development

.venv/bin/pip install -r requirements-dev.txt
.venv/bin/pytest

Tests never require a running EPICS/Kubernetes/ArgoCD/etc. instance — every backend is mocked. See docs/developer-guide.md for how to add a new provider or tool, and docs/class-diagram.md for the object model.

EPICS Channel Access, for local testing

softIoc -d ~/EPICS/DB/test.db
caget temperature:water
caput temperature:water 100

then point ARGUS at it with EPICS_CA_ADDR_LIST=127.0.0.1 in .env.

Deploying

  • Docker: docker build -t argus . — runs python -m argus --transport stdio by default; override the command for SSE.

  • Smithery: smithery.yaml launches python -m argus --transport stdio.

A
license - permissive license
-
quality - not tested
D
maintenance

Maintenance

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Release cycle
Releases (12mo)
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