Ryan Malloy 8b3da9d729 Initial mcp-cucm-axl
Read-only MCP server for Cisco Unified CM 15 AXL — built for LLM-driven
cluster auditing, with a particular focus on the Route Plan Report:
partitions, calling search spaces, route patterns, translation patterns,
called/calling party transformations, and digit-discard instructions.

Pairs intentionally with the sibling mcp-cisco-docs server (live
cluster state + vendor docs in one LLM context).

Architecture:
  - zeep SOAP client to CUCM AXL
  - WSDL bootstrap from Cisco's axlsqltoolkit.zip (auto-extract on
    first launch; zip is gitignored, vendor-licensed)
  - SQLite response cache at ~/.cache/mcp-cucm-axl/responses/
  - Schema-grounded prompts that pull chunks from the sibling
    cisco-docs index (docs_loader.py)

Read-only by structural guarantee — never registers AXL write methods
(no executeSQLUpdate, no add*/update*/remove*/apply*/reset*/restart*
tools). SQL queries also client-side validated (sql_validator.py) to
begin with SELECT or WITH.

Tools exposed:
  Foundational: axl_version, axl_sql, axl_list_tables,
                axl_describe_table, cache_stats, cache_clear
  Route plan:   route_partitions, route_calling_search_spaces,
                route_patterns, route_inspect_pattern,
                route_lists_and_groups, route_translation_chain,
                route_digit_discard_instructions

Prompts (schema-grounded):
  route_plan_overview, investigate_pattern, audit_routing,
  cucm_sql_help

Tests cover cache, docs_loader, normalize, sql_validator, wildcard.
2026-04-25 20:29:18 -06:00

130 lines
4.3 KiB
Python

"""SQLite-backed TTL cache for AXL responses.
Keyed on (method_name, sorted_kwargs_json). Cache survives server restarts,
which makes exploratory audit sessions dramatically faster — the LLM can
re-run the same `listPhone` queries across conversations without paying
the SOAP round-trip every time.
"""
from __future__ import annotations
import json
import sqlite3
import time
from pathlib import Path
from typing import Any
SCHEMA = """
CREATE TABLE IF NOT EXISTS axl_cache (
cache_key TEXT PRIMARY KEY,
method TEXT NOT NULL,
args_json TEXT NOT NULL,
result_json TEXT NOT NULL,
created_at REAL NOT NULL,
expires_at REAL NOT NULL
);
CREATE INDEX IF NOT EXISTS axl_cache_method_idx ON axl_cache(method);
CREATE INDEX IF NOT EXISTS axl_cache_expires_idx ON axl_cache(expires_at);
"""
class AxlCache:
"""SQLite TTL cache. Thread-safe via per-call connections."""
def __init__(self, db_path: Path, default_ttl: int):
self.db_path = db_path
self.default_ttl = default_ttl
self.db_path.parent.mkdir(parents=True, exist_ok=True)
with self._conn() as c:
c.executescript(SCHEMA)
def _conn(self) -> sqlite3.Connection:
conn = sqlite3.connect(self.db_path, isolation_level=None)
conn.execute("PRAGMA journal_mode=WAL")
conn.execute("PRAGMA synchronous=NORMAL")
return conn
@staticmethod
def _make_key(method: str, kwargs: dict) -> str:
# sort_keys gives us a deterministic key regardless of dict order
return f"{method}::{json.dumps(kwargs, sort_keys=True, default=str)}"
def get(self, method: str, kwargs: dict) -> Any | None:
if self.default_ttl <= 0:
return None
key = self._make_key(method, kwargs)
now = time.time()
with self._conn() as c:
row = c.execute(
"SELECT result_json FROM axl_cache WHERE cache_key = ? AND expires_at > ?",
(key, now),
).fetchone()
return json.loads(row[0]) if row else None
def set(self, method: str, kwargs: dict, result: Any, ttl: int | None = None) -> None:
if self.default_ttl <= 0 and ttl is None:
return
ttl = ttl if ttl is not None else self.default_ttl
if ttl <= 0:
return
key = self._make_key(method, kwargs)
now = time.time()
with self._conn() as c:
c.execute(
"""
INSERT OR REPLACE INTO axl_cache
(cache_key, method, args_json, result_json, created_at, expires_at)
VALUES (?, ?, ?, ?, ?, ?)
""",
(
key,
method,
json.dumps(kwargs, sort_keys=True, default=str),
json.dumps(result, default=str),
now,
now + ttl,
),
)
def stats(self) -> dict:
now = time.time()
with self._conn() as c:
total = c.execute("SELECT COUNT(*) FROM axl_cache").fetchone()[0]
live = c.execute(
"SELECT COUNT(*) FROM axl_cache WHERE expires_at > ?", (now,)
).fetchone()[0]
by_method = {
row[0]: row[1]
for row in c.execute(
"SELECT method, COUNT(*) FROM axl_cache "
"WHERE expires_at > ? GROUP BY method ORDER BY 2 DESC",
(now,),
).fetchall()
}
return {
"db_path": str(self.db_path),
"default_ttl_seconds": self.default_ttl,
"total_entries": total,
"live_entries": live,
"expired_entries": total - live,
"by_method": by_method,
}
def clear(self, method_pattern: str | None = None) -> int:
with self._conn() as c:
if method_pattern:
cursor = c.execute(
"DELETE FROM axl_cache WHERE method LIKE ?",
(method_pattern.replace("*", "%"),),
)
else:
cursor = c.execute("DELETE FROM axl_cache")
return cursor.rowcount
def purge_expired(self) -> int:
with self._conn() as c:
cursor = c.execute("DELETE FROM axl_cache WHERE expires_at <= ?", (time.time(),))
return cursor.rowcount