Read-only: query any RPG Maker MV database (data/*.json). Three forms depending on arguments: no id/query lists every non-null entry of the entity; id fetches one entry (returns null, not an error, if it does not exist); query does a case-insensitive name search (items/weapons/armors/skills also match descriptions). Returns an array (list/search) or a single object/null (id). Use this to discover valid IDs before create/update/delete or before wiring references (class learnings, troop members, chest loot). For maps use query_map; for a digest of everything at once use get_project_context.

Create a new entry in an RPG Maker MV database with the next free ID; the data file is written immediately. Returns the complete created object including its new id. Two forms: with entity + data it creates a raw entry (omitted fields get engine defaults; data.name is expected); with preset it builds a ready-to-use entry from a recipe — damage_skill {name, mpCost, scope, formula, element?, animationId?}, healing_skill {name, mpCost, scope, formula}, buff_skill {name, mpCost, scope, paramId 0-7, turns}, state_skill {name, mpCost, scope, stateId, chance 0-1}, boss_enemy {name, battlerName?, specialSkillId?, params?}, encounter_troop {name, enemyIds[]}. Presets validate their required fields and fail with a validation error when missing. Class entries: data.params accepts 8 stat seeds [HP,MP,ATK,DEF,MAT,MDF,AGI,LUK] expanded to full level 1-99 curves automatically. Not supported for tilesets/animations (author those in the editor). Referenced IDs (classId, stateId, enemyIds...) are NOT validated — confirm them with query_database first.

Partially update an existing database entry: only the keys in fields are overwritten (arrays like traits/learnings/actions are replaced wholesale, not merged); the data file is written immediately and there is no undo, so fetch current values with query_database first if you may revert. Returns the full entry after the update. Fails with an error if the ID does not exist. Special append forms that do not need fields: common_events + appendCommand inserts one event command before the list terminator; troops + addEnemyId adds a member at an auto-computed battle position. Plain troop updates and animations are not supported. Class params in fields accept 8 seeds (expanded to full curves) or 8 arrays of 100 per-level values. Editing tilesets affects every map using them; malformed flags break passability project-wide.

DESTRUCTIVE: delete a database entry by nulling it out in its data file (written immediately; not undoable — re-create it if needed; IDs are never reused). References elsewhere are NOT cleaned up and will break at runtime: actors in the starting party, classes assigned to actors, skills in class learnings/enemy actions, items in chests/shops, enemies in troops, states in skill effects — check and update those first with query_database/update_database_entry. NEVER delete skill 1 (Attack), skill 2 (Guard) or state 1 (KO); the engine uses them directly. Supported entities: actors, classes, skills, items, weapons, armors, enemies, states. Returns the deleted object for reference; fails with an error if the ID does not exist.

Read-only: inspect maps. view selects what you get: "infos" lists the map tree from MapInfos.json (ids, names, folder parentIds — no mapId needed); "full" returns one complete MapNNN.json (dimensions, 6-layer tile data, events — can be large); "events" lists a map's events (with query, filters by name, case-insensitive); "event" returns one event by eventId (null if absent); "validate" lints a map (invalid tile IDs per layer, missing page terminators, transfers to map 0, Self Switch OFF where ON was likely meant) returning {issueCount, issues[]}; "ascii" renders the map as a character grid with event markers and a legend — the cheapest way to "see" a layout and pick coordinates, entirely offline. Fails with an error if the map file does not exist. For player-visible images use analyze_image instead.

Create a new map file (next free map ID, registered in MapInfos.json; both files written immediately). mode selects the generator: "blank" makes an empty map you paint later (edit_map fill_layer); "themed" generates a simple tile layout for a theme using the tileset's real tiles; "procedural" is the full generator — for themes with matching RTP reference templates (town, dungeon, interior, castle, world, etc.) it CLONES a hand-authored template from the 106 bundled maps (real 3D buildings, walls, furniture), auto-picking the closest size; for themes without templates (beach, swamp, etc.) it generates procedurally (Perlin terrain, BSP dungeons, cellular caves). Same seed + params = same map. Pass templateId to force a specific template, or useTemplate:false to force procedural. 21 themes incl. snow, volcano, sewer, space_interior; "batch" generates several procedural maps in one call from batch specs; "duplicate" copies an existing map (transfer events still point at their ORIGINAL destinations — review them); "template" instantiates one of the 106 bundled reference maps by templateId (list them with get_project_context detail "templates"). Returns {mapId, ...} — procedural also returns the seed; batch returns all mapIds keyed for edit_map "connect". Fails with an error on unknown theme/template or unwritable files.

Modify existing maps; the affected map files / MapInfos.json are written immediately. action selects the edit: "fill_layer" overwrites an ENTIRE tile layer with one tile ID (destructive, not undoable; layers: 0-1 ground, 2-3 upper, 4 shadow bits 0-15, 5 region IDs 0-255; tileId 0 clears; find valid IDs with get_project_context detail "tileset"); "set_display_names" sets the player-visible displayName of several maps at once (entries whose map file is missing are reported in skipped, not errors); "organize_tree" re-parents maps in the editor tree (purely organizational, gameplay unaffected); "connect" creates a bidirectional pair of transfer events between two maps so the player can walk both ways; "set_encounters" sets the map's random-battle list so enemies appear while walking — encounters is [{troopId, weight?, regionSet?}] (weight default 5; regionSet [] = whole map; troopId must exist) plus optional encounterStep. WITHOUT encounters set, a map has no random battles. Returns a per-action summary. Fails with an error if a referenced map does not exist (except set_display_names, which skips). For event-level work use manage_map_event.

Create, modify or remove events on a map; the map file is written immediately. action "create" without preset makes a low-level event at x/y (empty page unless pages given; add behavior later with add_command). action "create" WITH preset builds a complete, ready-to-play event: "npc" (2-page dialogue NPC: {name, dialogues[], characterName?, characterIndex?}), "chest" (one-time loot: {items: [{type: item|weapon|armor, id, amount}]} — IDs not validated, confirm with query_database), "teleport" (one-way walk-on transfer zone: {destMapId, destX, destY, trigger?} — destination not validated), "door" (action-button warp into another map, e.g. a house entrance: {destMapId, destX, destY, characterName?, characterIndex?, trigger?, lockedSwitchId?, lockedMessage?}; with lockedSwitchId it shows a "locked" message until that game switch is ON), "shop" ({goods: [[type 0=item/1=weapon/2=armor, id, priceType 0=standard/1=custom, price]]}), "inn" ({cost?} full-recovery flow with gold check), "boss" ({troopId} one-time battle, game over on loss), "puzzle_switch" ({switchX, switchY, doorX, doorY, gameSwitchId, switchName?, doorName?} creates TWO linked events). action "update" overwrites only fields on an event; "delete" removes it permanently (DESTRUCTIVE); "add_command" appends one command before a page's terminator; "populate" scatters N events of a kind (npc/chest/boss) at random positions (walkability not checked — validate with query_map "ascii"). Returns the created/updated event(s) with ids. Fails with an error if the map (or event, for update/delete) does not exist.

Read or edit project-wide settings in data/System.json (writes are immediate). action "get" returns the requested section: "full" (everything — large), "switches" or "variables" (name arrays indexed by ID; unnamed entries are empty strings — use these to find free IDs), or "title". action "set_title" changes the game title shown on the title screen. "name_switch"/"name_variable" label a switch/variable by ID — documentation only, runtime values are untouched, but good names keep event logic readable. "set_starting_position" sets where new games begin {mapId, x, y} — NOT validated against existing maps, verify with query_map "infos" first; does not affect saved games. Returns the read section or the updated values.

Read-only: pre-digested project knowledge — CALL THIS FIRST in a session. detail selects the depth: "full" (default) returns id+name lists for every database, switch/variable names, starting position, and available sprite filenames per img/ folder — everything needed to create content without inventing broken references; "summary" is a cheap health check (entry counts per data file); "assets" scans img/ and Tilesets.json into a complete index (sheet dimensions, autotile kinds, categorized usable tiles, all PNG names); "tileset" returns the categorized usable tile IDs of ONE tileset (ground/water/walls/roof/decoration) for edit_map "fill_layer" — guessing tile IDs produces glitched maps; "templates" lists the 106 bundled reference maps (id, category, theme) usable with generate_map mode "template", optionally filtered by category/theme. Returns one structured object (or array for templates). GOLDEN RULES for good results: (1) build whole maps with generate_map (it stamps real houses/trees and wires encounters) and add content with the manage_map_event presets — do NOT hand-paint tiles or place decorations one tile at a time; (2) never invent tile IDs or sprite/troop/skill IDs — take them from this tool; (3) for enemies to appear, create troops then set encounters (edit_map "set_encounters"), which generate_map does automatically for combat themes.

Switch this server to a DIFFERENT RPG Maker MV project directory for all subsequent tool calls (session-wide side effect; persists until changed again or the server restarts). Validates that the path contains data/System.json and fails with an error otherwise, leaving the previous project active. Returns the new active path. Without this tool, the RPGMAKER_PROJECT_PATH environment variable set at startup applies.

Analyze images related to the project. mode "ai" sends a project image file (tileset, character sheet, map screenshot, battler) to an external OpenAI-compatible Vision API and returns {analysis, model, tokens_used} — NETWORK SIDE EFFECT: the resized JPEG leaves your machine to the endpoint configured via VISION_API_URL / VISION_API_KEY / VISION_MODEL env vars; fails if the path escapes the project, the file is missing, or the API is unreachable/times out (120 s). mode "grid" measures a base64 PNG tileset offline and returns its 48px grid {cols, rows, totalTiles}. mode "colors" returns the average RGB of a base64 PNG's four quadrants offline (a crude what-is-on-screen check). For precise offline map layout, query_map view "ascii" is usually better than any image analysis.