mcaxl/README.md
Ryan Malloy 38307aad67 docs: rename cisco-docs cross-reference to mcdewey
The sibling docs server was renamed from `mcp-cisco-docs` to `mcdewey`
(generalized from a Cisco-only corpus to a multi-vendor docs library).
Update the prompt-enrichment section to point at the new package name +
its PyPI URL, and adjust the prose to call it "the sibling docs server"
generically rather than "cisco-docs" specifically.

The CHANGELOG entry referencing this project's own pre-rename name
(`mcp-cucm-axl`) is left intact — that's legitimate historical record
of why this project is now `mcaxl`.
2026-04-29 09:50:36 -06:00

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# mcaxl
[![PyPI](https://img.shields.io/pypi/v/mcaxl.svg)](https://pypi.org/project/mcaxl/)
[![Python](https://img.shields.io/pypi/pyversions/mcaxl.svg)](https://pypi.org/project/mcaxl/)
[![License](https://img.shields.io/badge/license-MIT-green.svg)](LICENSE)
Read-only MCP server for **Cisco Unified Communications Manager (CUCM)**
exposes the AXL SOAP API and RisPort70 real-time registration state to
LLMs for dial-plan analysis, configuration auditing, and impact analysis.
> Tested against CUCM 15.0(1). Should work on any CUCM 12.5+.
## What it looks like
Invoke the `whoami` prompt in any MCP-aware LLM client. With no
arguments, it defaults to the AXL service account from your `.env`:
> **Account**: `axl-readonly` (applicationuser)
> **Access control groups**: 1 — `Read-Only-AXL`
> **Effective roles** (5):
> - **Standard CCM Admin Users** ← write access
> - **Standard AXL API Access** ← full read-write AXL
> - Standard AXL Read Only API Access
> - Standard Packet Sniffing
> - Standard RealtimeAndTraceCollection
>
> **Finding**: the group `Read-Only-AXL` contains two write-capable
> roles. The name implies read-only intent but the membership grants
> full administrative write access. Consider renaming the group OR
> removing the write-capable roles from its membership.
One tool call. One SQL join across four tables (`applicationuser →
applicationuserdirgroupmap → dirgroup → functionroledirgroupmap →
functionrole`). One audit finding with severity and remediation —
not a raw query result the operator has to interpret on their own.
That's the shape of every prompt mcaxl ships with: orchestrated
queries, structured findings, ready-to-act recommendations.
## Scope and complement
`mcaxl` is intentionally narrow — read-only audit of CUCM
configuration via AXL, with RisPort70 cross-reference for live
registration state. It does *not* cover operational debugging:
log collection, packet capture, perfmon counters, service control.
For those, install
[`@calltelemetry/cisco-cucm-mcp`](https://github.com/calltelemetry/cisco-cucm-mcp)
alongside this server:
```bash
claude mcp add cucm-ops -- npx -y @calltelemetry/cisco-cucm-mcp@latest
```
The two are designed to compose. `mcaxl` answers *"what does the
config say?"*; `cisco-cucm-mcp` answers *"what's happening right
now?"*. An LLM session with both connected can produce compound
findings like *"audit found CSS X has 0 references AND RisPort
confirms zero phones currently registered against any device pool
that inherits it → confirmed safe to delete."*
## Why this exists
CUCM's admin UI is great for one-config-at-a-time work but painful for
audit / discovery questions like:
- *"Which translation patterns rewrite the calling party number, and why?"*
- *"Which CSSs include the `Internal-PT` partition, in what order?"*
- *"Show me every route pattern targeting our PSTN carrier."*
- *"Are there partitions defined but unreachable from any CSS?"*
- *"Which phones are configured but not currently registered?"*
`mcaxl` gives an LLM SQL access to CUCM's Informix data dictionary,
schema-aware joins for common audit questions, and RisPort70
cross-reference for live registration state. Then a set of curated
prompts orchestrates the tools toward audit *findings*, not just data.
## Read-only by structural guarantee
The server **never registers** AXL write methods. There is no
`executeSQLUpdate`, no `add*` / `update*` / `remove*` / `apply*` /
`reset*` / `restart*` tool. Read-only is enforced by *absence* of write
operations, not by runtime sanitization. Defense-in-depth: SQL queries
are also client-side validated to begin with `SELECT` or `WITH`.
This means the AXL service account `mcaxl` uses can be granted only
the `Standard AXL Read Only API Access` role. Even if it had write
roles attached (and operators sometimes do this for convenience),
`mcaxl` is structurally incapable of using them.
## Install
```bash
# Run directly from PyPI:
uvx mcaxl
# Or as a pinned dev install:
pip install mcaxl
# Or via Claude Code's MCP registry:
claude mcp add cucm-axl -- uvx mcaxl
```
## Configure
Set these env vars (most operators use a `.env` file in the working directory):
```env
AXL_URL=https://cucm-pub.example.com:8443/axl/
AXL_USER=your-axl-service-account
AXL_PASS=your-password
# Optional:
AXL_VERIFY_TLS=false # CUCM ships self-signed certs; default off
AXL_CACHE_TTL=3600 # response cache TTL in seconds; 0 disables
AXL_RATE_LIMIT_RETRIES=3 # 502/503/504 retry count with backoff
AXL_WSDL_PATH= # explicit WSDL location override
AXL_WSDL_ZIP= # explicit toolkit zip path
CISCO_DOCS_INDEX_PATH= # for prompt enrichment (see Prompts section)
```
The AXL service account needs the **`Standard AXL Read Only API Access`**
role at minimum. It does *not* need the full `Standard AXL API Access`
role (read-write) — `mcaxl` is structurally incapable of using write
permissions even if granted.
## AXL WSDL bootstrap
CUCM's AXL toolkit is Cisco-licensed and not redistributable, so it's
not bundled. Download from your CUCM admin UI:
> Application → Plugins → Find → "Cisco AXL Toolkit" → Download
Drop the resulting `axlsqltoolkit.zip` into your working directory. On
first launch, the server auto-extracts `schema/15.0/` (or whichever
version matches your cluster) into `~/.cache/mcaxl/wsdl/15.0/`.
Alternative resolution paths (in order):
```bash
export AXL_WSDL_ZIP=/path/to/axlsqltoolkit.zip # explicit zip
export AXL_WSDL_PATH=/path/to/schema/15.0/AXLAPI.wsdl # explicit WSDL
# Or pre-populate the cache:
mkdir -p ~/.cache/mcaxl/wsdl/15.0/
cp /path/to/schema/15.0/* ~/.cache/mcaxl/wsdl/15.0/
```
## Tool surface (19 total)
### Foundational
| Tool | Purpose |
|---|---|
| `axl_version()` | Cluster version sanity check |
| `axl_sql(query)` | Execute a SELECT against Informix data dictionary |
| `axl_list_tables(pattern=None)` | Discover Informix tables |
| `axl_describe_table(name)` | Column metadata for one table |
| `cache_stats()`, `cache_clear(pattern=None)` | Cache plumbing |
| `health()` | Subsystem self-check (cache / AXL / docs / RisPort init state) |
### Route plan
| Tool | Purpose |
|---|---|
| `route_partitions()` | All partitions with pattern + CSS-member counts |
| `route_calling_search_spaces(name=None)` | CSS list with ordered partitions |
| `route_patterns(kind=None, partition=None, filter=None)` | Route Plan Report — patterns + transformations |
| `route_inspect_pattern(pattern, partition=None)` | Deep dive: transforms, route filter, reachable-from CSS, full destination chain (route list → groups → gateways) |
| `route_lists_and_groups(name=None)` | Route list → route group → gateway chain |
| `route_translation_chain(number, css_name=None)` | Wildcard-aware pattern matcher |
| `route_digit_discard_instructions()` | DDI catalog |
| `route_device_pool_route_groups(device_pool_name=None)` | Local Route Group resolution |
| `route_devices_using_css(css_name)` | Impact analysis across 71 known fk-CSS columns |
| `route_filters(name=None, include_members=False)` | Route filter clauses + member rules |
### Real-time device registration (RisPort70)
| Tool | Purpose |
|---|---|
| `device_registration_status(device_class, status, name_filter, page_size)` | Page through CUCM's RisPort `selectCmDevice` for live registration state |
| `device_registration_summary()` | Cluster-wide breakdown across Phone, Gateway, SIPTrunk, HuntList, etc. |
## Prompts (10 total)
Each prompt orchestrates multiple tool calls toward a specific
audit narrative. They appear in Claude Code's slash menu under
`/mcp__cucm-axl__<name>`:
- `route_plan_overview` — fresh audit conversation seed
- `investigate_pattern(pattern, partition=None)` — single-pattern deep dive
- `audit_routing(focus="full")` — comprehensive walkthrough with checklist
- `cucm_sql_help(question)` — catch-all SQL helper
- `sip_trunk_report(name_filter=None)` — SIP trunk inventory + findings
- `phone_inventory_report(filter=None)` — phone fleet aggregates with anomaly findings (cross-references RisPort)
- `user_audit(focus="full")` — end users + app users + role assignments
- `inbound_did_audit()` — XFORM-Inbound-DNIS inventory + screening pipeline
- `hunt_pilot_audit()` — hunt pilots, queue settings, line group membership
- `whoami(userid=None)` — single-user role chain (defaults to AXL service account)
### Optional: schema-grounded prompt enrichment
Set `CISCO_DOCS_INDEX_PATH` to a directory containing `chunks.jsonl`
and `index_meta.json` (produced by the
[`mcdewey`](https://pypi.org/project/mcdewey/) indexer or any compatible
embedding pipeline) to have prompts pull relevant Cisco documentation
chunks inline. Without this, prompts gracefully degrade to a fallback
notice instructing the LLM to use the sibling docs server's
`search_docs` tool.
## Cache
Responses are cached in SQLite at
`~/.cache/mcaxl/responses/axl_responses.sqlite`. The cache is
**cluster-isolated** by SHA-256 of `AXL_URL` — pointing the server
at a different cluster never serves stale data from a previous one.
Cache survives restarts. Clear with `cache_clear()` after a known
config change.
## Caveats
- `route_translation_chain` evaluates CUCM wildcards (`X`, `!`, `[0-9]`,
`@`, `\+`) but does *not* model route-filter constraints on `@`
patterns. Use as guidance, not authoritative.
- The package's `recordingprofile` / `usageprofile` / `vipre164transformation`
reference categories were schema-verified against CUCM 15. If a future
CUCM version adds new `fkcallingsearchspace_*` columns,
`route_devices_using_css`'s coverage will lag until the package is
updated. The
`test_complete_schema_coverage_against_known_columns` test enforces
the current snapshot — failing red surfaces the drift loudly.
## License
MIT. See `LICENSE`.
## Source
- Repo: [git.supported.systems/mcp/mcaxl](https://git.supported.systems/mcp/mcaxl)
- Issues: [git.supported.systems/mcp/mcaxl/issues](https://git.supported.systems/mcp/mcaxl/issues)
- Changelog: [`CHANGELOG.md`](./CHANGELOG.md)