acore-data

MCP server providing unified query access to ~462 AzerothCore game datastores — DBC binary files, SQL tables, SQL overlays, and auxiliary stores. Plus terrain/pathfinding queries against MMap navmesh data, creature spawn analysis, database state audit, encounter rollups, record digests, mod configuration lookup, and C++ enum decoding. Exposes twelve tools (query, lookup, list, spawns, dbversion, encounter, travel, explain, config, enums, sql, terrain) over the JSON-RPC based Model Context Protocol.

Overview

AzerothCore stores game data in four categories of datastores. This server gives any MCP-compatible client (LLM, IDE plugin, CLI) a single entry point to query all of them by name, with automatic name resolution, type-aware field annotation, and smart SQL routing.

Category	Count	Description
`dbc_backed`	~112	Binary `.dbc` files loaded into packed C structs, with optional SQL overlay (`*_dbc` tables)
`sql_objectmgr`	~95	ObjectMgr SQL tables — creature templates, gameobjects, items, quests, gossip, etc.
`sql_manager`	~48	Tables loaded by other singleton managers (SpellMgr, PoolMgr, GameEventMgr, LootStore, …)
`sql_auxiliary`	~171	Discovered SQL tables not in the static registry

For the full technical reference on how each category is loaded in AzerothCore, see docs/datastores/README.md.

Tools

`query`

Query any datastore by name. Accepts a DBC file name ("Spell"), SQL table name ("quest_template"), or C++ struct name ("SpellEntry").

Parameter	Type	Description
`name`	string	Required. Datastore name. Use `lookup` to find valid names.
`id`	number	Primary key for O(1) lookup. If a `filter` is also given, both must match (AND).
`filter`	object	Named field filters. Supports `$like` / `$ilike` patterns.
`fields`	array	Select fields by index `[38, 39]` or name `["BaseLevel", "SpellLevel"]`. Strict: unknown names are errors with suggestions.
`limit`	number	Max records to return (default 100).
`compact`	boolean	Strip null/zero fields (default `true`).
`annotate`	boolean	DBC rows as legacy per-field arrays with index/type/sql_column/source (default `false` = flat `{name: value}` rows). On SQL tables, attaches column types.
`hints`	boolean	Include `field_references` / `referenced_by` cross-reference metadata (default `false`).
`links`	boolean	Add `metadata.links`: one-hop relation map (related NPC/item/spell names) for the returned rows (default `false`; capped at 25 rows × 10 fields).
`resolve`	boolean or array	Resolve type-specific data fields. `true` = all, or `["dbc", "sql", "loot"]`.
`resolve_max`	number	Max items per loot table resolution (default 10). Use 0 for unlimited.

Result shape: rows are flat {field: value} objects. id/row_index lookups return a single object (or a specific error if the id is absent / does not match the filter); filter and unconstrained queries return a list. Locale arrays (e.g. name[0..15]) collapse to a scalar (or a list of non-empty values).

Examples:

query(name="Spell", id=118)
→ O(1) lookup for Polymorph, ~1 KB flat object

query(name="quest_template", filter={"Title": {"$ilike": "%murloc%"}})
→ SQL $ilike search across all quest titles

query(name="gameobject_template", id=180013, resolve=true)
→ Returns gameobject data with data[0-19] annotated (lockId, lootId, spellId, etc.)

query(name="quest_template", id=46, links=true)
→ metadata.links: quest NPC (Guard Thomas), required item (Torn Murloc Fin), reward items

query(name="Spell", id=118, fields=[38, 39])
→ Only BaseLevel and SpellLevel fields

For DBC-backed stores that also have an SQL overlay table, query merges both sources — SQL overlay data replaces or supplements the binary DBC data, and errors report which source failed.

`lookup`

Get schema and metadata for any datastore. Resolves by C++ struct name, SQL table, DBC file, or store variable (e.g. sSpellStore).

Parameter	Type	Description
`query`	string	Required. Name to resolve.
`detail`	string	`"schema"` (default) — full field list. `"summary"` — 10 sample fields.

Returns the per-field mapping (index, name, type, sql_column, plus notes/references where available), referenced_by cross-references, and access hints (e.g. sSpellStore.LookupEntry(id) -> SpellEntry const*). SQL-native tables additionally list live columns as name:type [PK].

Examples:

lookup(query="SpellEntry")
→ Full schema with all 183 fields, SQL columns, and cross-references

lookup(query="creature_template", detail="summary")
→ Compact 10-field sample + live SQL columns from the database

lookup(query="sSpellStore")
→ Resolves store variable to SpellEntry with access pattern hints

`list`

List available datastores with optional search and category filtering.

Parameter	Type	Description
`search`	string	Filter by struct name, table, DBC file, or store variable.
`category`	string	`"all"` (default), `"dbc_backed"`, `"sql_objectmgr"`, `"sql_manager"`, `"sql_auxiliary"`.
`limit`	number	Max entries to return (default 50). When truncated, `metadata.total` reports the full count.

Examples:

list(category="dbc_backed")
→ First 50 DBC-backed stores with field counts (total reported in metadata)

list(search="Quest")
→ Stores matching "Quest" in struct name, table, or DBC file

`spawns`

Creature spawn analysis for a creature_template entry — total world spawns, per-map breakdown (with map names resolved from DBC), and sample positions. Read-only; uses the creature, creature_template and map/Map.dbc tables. No mod required — works on any azerothcore-wotlk install.

Parameter	Type	Description
`entry`	number	Required. `creature_template` entry (the creature id).
`map`	number	Restrict the analysis to a single map ID.
`limit`	number	Sample positions to return (default 3, max 20).

Examples:

spawns(entry=32820)
→ Wild Turkey: 3125 spawns, map 0 (Eastern Kingdoms), sample positions

spawns(entry=1)
→ template exists but has_world_spawn=false (Waypoint, GM-only)

`dbversion`

Database state audit for this install — no arguments. Reports the core/DB version row (acore_world.version), per-database SQL update state (RELEASED/ARCHIVED/CUSTOM/MODULE/PENDING counts plus applied/pending totals), pending update names, and which of the four AzerothCore databases are present. acore_playerbots only exists with mod-playerbots; its absence is reported as installed: false, not an error.

Examples:

dbversion()
→ core_version (with fork/branch marker), db_version, per-DB tables/applied/pending,
  mod_playerbots_installed=true|false

`enums`

C++ enum decoder — indexes every named enum in the AzerothCore source tree (~1,044 enums, ~17.7k members, one cached scan) and resolves magic numbers. Answers "what does this value mean?" (enums(enum='Mechanics', value=17) → MECHANIC_POLYMORPH) without the agent grepping the source. The source tree is optional (override with ACORE_SRC_ROOT); absence is a clean error.

Parameter	Type	Description
`enum`	string	Exact enum name.
`value`	number	Value to decode (with `enum=`) or scan across all enums.
`member`	string	Member-name substring for reverse lookup (with `enum=`).
`search`	string	Case-insensitive substring match on enum names.

Examples:

enums()
→ 1044 enums, 17713 members, largest enums by size

enums(enum="Mechanics", value=17)
→ MECHANIC_POLYMORPH (src/server/shared/SharedDefines.h)

enums(enum="SpellEffects")          full value table (capped)
enums(value=17)                     which enums contain 17 (ambiguity note)

`config`

mod-playerbots configuration index — indexes playerbots.conf.dist (setting → default + line) and the C++ GetOption call sites that read each key in one cached pass. Answers "what does this setting do / what's its default / where is it used" without reading the 900-line conf or grepping the mod. The mod source tree is optional (override its location with PLAYERBOTS_ROOT); absence is a clean error.

Parameter	Type	Description
`key`	string	Exact setting key → full detail incl. code refs.
`search`	string	Case-insensitive substring match on key names (capped 50).
`rebuild`	boolean	Force re-scanning the mod conf + source.

Examples:

config()
→ 888 settings, 384 code refs, counts by prefix

config(search="strategy")
→ EnableNewRpgStrategy, Max/MinRandomBotChangeStrategyTime, ...

config(key="AiPlayerbot.RandomBotCombatStrategies")
→ default "", conf line 1370, code ref: PlayerbotAIConfig.cpp:459

`explain`

Agent-friendly digest of a single record from any datastore — wraps the query pipeline (annotate + links) and distills it to: a one-line summary, the non-trivial fields (capped at 20, name pinned first), one-hop cross-references with resolved target names, and source provenance. For DBC-backed stores it reports which fields the live SQL overlay changed vs the vanilla DBC (overlay_overrides), and flags overlay-only records (ids that exist only in the *_dbc overlay tables, as in this reduced build).

Parameter	Type	Description
`name`	string	Required. Datastore name.
`id`	number	Required. The record's primary key (0 allowed).

Examples:

explain(name="Spell", id=118)
→ Polymorph (dbc) — 46 fields with values, 20 shown — 4 cross-reference(s)

explain(name="Spell", id=19)
→ SWORDSPECIAL (DND) — overlay-only record (no vanilla DBC row)

explain(name="quest_template", id=46)
→ Bounty on Murlocs — starters/enders: Guard Thomas, reward items resolved

`encounter`

Map/instance encounter rollup — what is in this place. Top creatures by spawn count with level ranges, rank (0=normal 1=rare 2=elite 3=worldboss) and loot item names for the top 5; top game objects (ores, doors, chests); instance metadata (script, allow_mount) when the map is an instance; and the mod-playerbots travel graph size when installed. Read-only, acore_world based — works on any azerothcore-wotlk install.

Parameter	Type	Description
`map`	number	Required. Map id.
`limit`	number	Max creatures to list (default 20, max 100).

Examples:

encounter(map=43)
→ Wailing Caverns (instance_wailing_caverns): Druid of the Fang (19, rare),
  Deviate Lasher (19), ... with loot; travel graph: 10 nodes / 1968 points

`travel`

Inspect the mod-playerbots travel graph and verify paths against the MMap navmesh — no running server needed. Three modes (all read-only; requires acore_playerbots, its absence is a clean error):

Parameter	Type	Description
`map`	number	Required. Map id.
`node`	number	Node mode: node details + named neighbours (capped 50 each).
`from` / `to`	number	Path mode: decode the stored path between two nodes (requires both).
`verify`	boolean	Path mode: check each point against MMap ground (default true; degrades to a note where the install has no .map data for the map).

Examples:

travel(map=0)
→ 644 nodes, 3010 edges, 295623 path points, sample named nodes

travel(map=0, node=0)
→ "Human start" + neighbours (Goldshire innkeeper, Northshire Valley spirithealer, ...)

travel(map=0, from=0, to=2776)
→ "Human start" → "Elwynn Forest Goldshire": 103 path points + navmesh_verification

`sql`

Execute raw SQL queries with automatic database routing and typo suggestions.

Parameter	Type	Description
`query`	string	Required. SQL query (SELECT, INSERT, UPDATE, DELETE only).

Features:

Smart routing — automatically directs queries to acore_world, acore_characters, or acore_auth based on table name
Typo suggestions — suggests correct table and column names on errors
Safety — blocks DROP, TRUNCATE, ALTER, GRANT, REVOKE
Context hints — e.g. empty loot_template results suggest trying questitem tables

Examples:

sql(query="SELECT entry, name FROM creature_template WHERE entry = 1")
→ Routes to acore_world

sql(query="SELECT id, username FROM account LIMIT 5")
→ Auto-routes to acore_auth

sql(query="SELECT * FROM creature_templat LIMIT 1")
→ Error with suggestion: "Did you mean: creature_template?"

`terrain`

Query map, VMap, and MMap terrain data — terrain height, liquid, area IDs, navmesh tiles, and cross-tile pathfinding on the Detour navmesh.

Parameter	Type	Description
`subcommand`	string	Required. One of: `list_maps`, `list_tiles`, `height`, `liquid`, `area`, `coord`, `tile_info`, `vmap_info`, `tile_stats`, `map_info`, `pathfind`.
`mapId`	string or number	Map ID (numeric) or name (e.g. `"Eastern Kingdoms"`, `"571"`).
`x`, `y`, `z`	number	World coordinates (required by subcommand).
`tileX`, `tileY`	number	Tile coordinates 0-63 (for tile-level queries).
`data_type`	string	`"maps"`, `"vmaps"`, or `"mmaps"` (for `list_tiles`, `tile_info`).
`x1`, `y1`, `z1`, `x2`, `y2`, `z2`	number	Start/end coordinates (for `pathfind`).
`flying`	boolean	Ignore height constraints (for `pathfind`, default `false`).

Subcommands:

Subcommand	Purpose
`list_maps`	List all maps with file counts (ADT, VMap, MMap)
`list_tiles`	List tiles for a map (maps, vmaps, or mmaps)
`height`	Terrain height at (x, y)
`liquid`	Liquid type/height at (x, y, z)
`area`	Area table ID at (x, y)
`coord`	Convert world coordinates to grid/tile
`tile_info`	MMap/VMap tile header info
`vmap_info`	VMap model info for a tile
`tile_stats`	Navmesh statistics for a tile (poly count, vertex count)
`map_info`	MMap navmesh parameters for a map
`pathfind`	A* pathfinding between two points with cross-tile support

Pathfinding:

The pathfind subcommand runs A* on the Detour navmesh with on-demand tile loading, cross-tile external edge resolution, and funnel-algorithm corridor steering. Coordinates are in world space. The AC world→Detour transform (world_y, world_z, world_x) is applied automatically.

terrain(subcommand="height", mapId=0, x=1620, y=1530)
→ {"height": 52.34, "map_id": 0, "position": {"x": 1620, "y": 1530}}

terrain(subcommand="list_tiles", mapId=571, data_type="mmaps")
→ 433 MMap tiles for Wintergrasp

terrain(subcommand="tile_stats", mapId=571, tileX=23, tileY=24)
→ {"poly_count": 3639, "vert_count": 5832, "tile": [23, 24]}

terrain(subcommand="pathfind", mapId=571, x1=4683, y1=3824, z1=355, x2=4538, y2=3230, z2=403)
→ {"found": true, "distance": 649.0, "raw_path_length": 38, "smooth_path_length": 3,
   "smooth_path": [{"x": 4683, "y": 3824, "z": 355}, {"x": 4528, "y": 3244, "z": 357}, {"x": 4538, "y": 3230, "z": 403}]}

Cross-tile pathfinding works automatically: tiles are loaded on-demand as the A* search expands, and external edges (DT_EXT_LINK) are resolved by finding matching polygons in neighbor tiles via BV-tree search. Long-distance paths (2000+ yards) across many tiles are supported.

Type Resolver

The resolve parameter on query enables type-aware field resolution for tables whose fields change meaning based on a type column. Resolution types:

"dbc" — resolve to DBC entries (e.g. LockEntry, SpellEntry, MapEntry)
"sql" — resolve to SQL tables (e.g. quest_template, gossip_menu, page_text)
"loot" — expand loot templates into item lists with names

Registry-driven resolution

Any table with cross-reference metadata in datastore_registry.json gets automatic field resolution via _resolve_generic(). Fields like faction, lootId, spellId are resolved to their target entries by name.

Specialized table resolvers

In addition to generic registry-driven resolution, these tables have dedicated resolver modules that enrich results with custom data:

Table	Resolver module	What it resolves
`gameobject_template`	`resolvers/gameobject.py`	type-aware `data[0-19]` annotation (lockId, lootId, spellId …)
`smart_scripts`	`resolvers/smart_scripts.py`	EVENT_ID/ACTION_ID/TARGET_ID → enum names + value meaning
`quest_template`	`resolvers/quest.py`	starter/ender NPCs, POIs, quest chain (prev/next/breadcrumb)
`conditions`	`resolvers/condition.py`	polymorphic SourceType → entity name, ConditionType (~49 types: AURA, QUEST, ITEM, ALIVE, CLASS, etc.), TYPEID/GENDER/RACE enums
`achievement_criteria_data`	`resolvers/achievement_criteria.py`	CriterionType-specific field interpretation
`item_template`	`resolvers/item.py`	loot template for openable items (`Flags & 0x04`)
`Spell` (DBC)	`resolvers/spell.py`	cast conditions from `conditions` table with full enum resolution

query(name="quest_template", id=4512, resolve=true)
→ Start/ender NPCs, chain info, POIs, plus faction/spell/item refs

query(name="Spell", id=15698, resolve=true)
→ Cast conditions: "OBJECT_ENTRY_GUID(UNIT)=creature_template [Cursed Ooze], NOT_ALIVE"

query(name="item_template", id=11912, resolve=["loot"])
→ Openable item → 6x Empty Cursed Jar, 6x Empty Tainted Jar

query(name="conditions", filter={"SourceTypeOrReferenceId": 17, "SourceEntry": 15698}, resolve=true)
→ Polymorphic: source type name, condition type enum, resolved entity names

query(name="gameobject_template", id=12345, resolve=["loot"], resolve_max=20)
→ Expand loot template into up to 20 item names

Setup

Requirements

Python 3.9+
pymysql — installed via requirements.txt into .venv
Access to an AzerothCore MySQL instance (for SQL tools)
DBC binary files and DBCfmt.h from the AzerothCore source/build
MMap data files (.mmtile, .mm) for terrain/pathfinding queries

Environment Variables

Variable	Default
`ACORE_DBC_PATH`	`/root/azerothcore-wotlk/env/dist/bin/dbc`
`ACORE_FORMAT_FILE`	`/root/azerothcore-wotlk/src/server/shared/DataStores/DBCfmt.h`
`ACORE_MMAP_PATH`	`/root/azerothcore-wotlk/env/dist/bin/mmaps`
`ACORE_VMAP_PATH`	`/root/azerothcore-wotlk/env/dist/bin/vmaps`
`ACORE_MAP_PATH`	`/root/azerothcore-wotlk/env/dist/bin/maps`
`DB_HOST`	Auto-detected
`DB_PORT`	`3306`
`DB_USER`	Auto-detected
`DB_PASSWORD`	Auto-detected
`DB_NAME`	`acore_world`

When DB_HOST and DB_USER are empty, the server attempts auto-detection from common AzerothCore configuration files.

Running

python3 -m venv .venv && .venv/bin/pip install -r requirements.txt
.venv/bin/python3 server.py

Recommended: launch with the .venv Python (.venv/bin/python3). Without pymysql the server falls back to a mysql CLI subprocess — it works (params are interpolated and MYSQL_PWD is honored) but is slower.

If run via an MCP client, point the command at the venv's Python:

"command": ["/path/to/acore-data/.venv/bin/python3", "server.py"]

To test manually:

echo '{"jsonrpc":"2.0","id":1,"method":"tools/list","params":{}}' | .venv/bin/python3 server.py

pi (coding agent)

This project ships a first-class pi bridge at .pi/extensions/acore-data.ts. pi loads it automatically and registers the server's tools (query, lookup, list, sql, terrain) as native pi tools. It hardcodes no paths or credentials — it inherits the ambient environment and the server self-configures (DBC path defaults + DB creds auto-detected from worldserver.conf). To use a non-default project root or a non-default AzerothCore layout, export the relevant vars (ACORE_DATA_ROOT, DB_*, DBC_PATH, …) in pi's environment.

Testing

# Regression suite — 21 tests, the output-shape/strictness/protocol contract
.venv/bin/python3 tests/test_regression.py

# Integration tests — 75 tests (requires running MySQL + DBC files)
.venv/bin/python3 tests/test_integration.py

# Fast unit tests — 20 tests (no DB)
.venv/bin/python3 tests/test_helpers.py

# Everything at once
.venv/bin/python3 -m pytest tests/ -q

Output-size baselines (for LLM context budgeting):

.venv/bin/python3 scripts/capture_output_sizes.py /tmp/after
.venv/bin/python3 scripts/capture_output_sizes.py --compare /tmp/before /tmp/after

Project Structure

acore-data/
├── server.py                    # MCP server entry point (JSON-RPC over stdio)
├── datastore_registry.json      # Static metadata for all ~467 datastores
├── requirements.txt             # pymysql >= 1.1, pytest >= 7.0
│
├── core/
    │   ├── annotation.py            # DBC field annotation, filter conversion, schema errors
    │   ├── database.py              # MySQL connection (pymysql), table discovery, smart routing
    │   ├── dbc.py                   # WDBC binary file reader
    │   ├── enums.py                 # Shared enum dicts: condition types, SOURCE_TYPE, TYPEID …
    │   ├── formats.py               # DBCfmt.h parser (format strings → field types)
    │   ├── registry.py              # Datastore registry: name resolution, fuzzy matching
    │   ├── type_resolver.py         # Dispatcher + generic registry-driven resolution engine
    │   ├── resolvers/               # Specialized table-specific resolver modules
    │   └── terrain/                 # Terrain data: map/vmap/mmap readers, navmesh pathfinding
    │       ├── coords.py            # World ↔ tile coordinate conversions
    │       ├── map_reader.py        # ADT map file reader (height, liquid, area)
    │       ├── vmap_reader.py       # VMap model file reader
    │       ├── mmap_reader.py       # MMap navmesh tile index reader
    │       ├── detour_parser.py     # Detour tile parser (polygons, BV tree, vertices)
    │       ├── tile_manager.py      # On-demand tile loading, cross-tile link resolution
    │       └── pathfinder.py        # A* search, corridor steering, cross-tile pathfinding
    │
│       ├── __init__.py          # Resolver registry (table_name → func)
│       ├── gameobject.py        # data[0-19] annotation for GAMEOBJECT_TYPE subtypes
│       ├── smart_scripts.py     # EVENT_ID/ACTION_ID/TARGET_ID enum + value meaning
│       ├── quest.py             # Starter/ender NPCs, POIs, chain info (prev/next/breadcrumb)
│       ├── condition.py         # Polymorphic: SourceType → entity, ConditionType (~49 types), TYPEID/GENDER/RACE enums
│       ├── achievement_criteria.py  # CriterionType-specific field interpretation
│       ├── item.py              # Loot template for openable items (Flags & 0x04)
│       ├── spell.py             # Cast conditions from `conditions` table with full enum resolution
│       └── ref_utils.py         # Shared helpers: resolve_dbc_ref, resolve_sql_ref, batch_resolve_sql, resolve_loot_ref
│
├── tools/
    │   ├── query.py                 # Unified query tool (DBC + SQL + overlay merge)
    │   ├── lookup.py                # Schema/metadata lookup tool
    │   ├── list.py                  # Datastore listing tool
    │   ├── sql.py                   # Raw SQL execution with routing and suggestions
    │   └── terrain.py               # Terrain/pathfinding tool (map/vmap/mmap, A* navmesh)
    │
├── tests/
│   ├── test_integration.py      # Integration tests (live DB)
│   └── test_helpers.py          # Unit tests
│
├── docs/datastores/             # Technical reference for AzerothCore datastore internals
│   ├── README.md                # Overview of DBC pipeline, SQL overlay, format strings
│   ├── dbc-backed-stores.md
│   ├── sql-objectmgr-stores.md
│   ├── sql-manager-stores.md
│   ├── sql-auxiliary-stores.md
│   └── cross-reference.md
│
├── generators/                  # Registry tooling (docs/datastores is human reference)
│   ├── generate_registry.py     # docs->registry check (read-only; --write to regenerate)
│   └── generate_supplementary.py
│
└── scripts/                     # Utility scripts for cross-refs, column mappings, etc.
    ├── add_cross_references.py
    ├── update_sql_column_mappings.py
    ├── audit_registry.py        # registry health gate (structural drift checks)
    └── archive/                 # one-off registry migrations (phase_a–f, triage)

How It Works

   MCP Client (LLM / IDE / CLI)
         │
         │  JSON-RPC over stdio
         ▼
   server.py  ───────────────────────────────────────
         │
         ├─► registry.py        datastore_registry.json
         │     Name resolution, fuzzy matching        (462 entries)
         │
         ├─► tools/query.py     ┌──► dbc.py           .dbc binary files
         │     Unified query    │    WDBCReader        (Spell.dbc, Map.dbc, …)
         │                      │
         │                      ├──► database.py       MySQL
         │                      │    Smart routing     (acore_world, _characters, _auth)
         │                      │
         │                      ├──► annotation.py     Field annotation
         │                      │    DBC ↔ SQL merge   + type-aware resolution
         │                      │
         │                      └──► type_resolver.py  gameobject_template
         │                                           data[] → lockId/lootId/spellId
         │
         ├─► tools/lookup.py    Schema + live SQL columns + cross-refs
         │
         ├─► tools/list.py      Category filtering + search
         │
          ├─► tools/sql.py       Raw SQL with routing + typo suggestions
          │
          └─► tools/terrain.py   Terrain queries + pathfinding
                                   (map/vmap/mmap, A* navmesh)

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`list`

`spawns`

`dbversion`

`enums`

`config`

`explain`

`encounter`

`travel`

`sql`

`terrain`