diff --git a/scripts/mcp-tests/gemini-smoke-test.ts b/scripts/mcp-tests/gemini-smoke-test.ts new file mode 100644 index 00000000000..d0c894167ba --- /dev/null +++ b/scripts/mcp-tests/gemini-smoke-test.ts @@ -0,0 +1,70 @@ +import { Client } from "@modelcontextprotocol/sdk/client/index.js"; +import { StdioClientTransport } from "@modelcontextprotocol/sdk/client/stdio.js"; + +if (!process.env.GEMINI_API_KEY) { + console.error("Must set GEMINI_API_KEY to run this smoke test."); + process.exit(1); +} + +const client = new Client({ + name: "firebase-mcp-smoke-tester", + version: "0.0.1", +}); + +await client.connect( + new StdioClientTransport({ + command: "../../lib/bin/firebase.js", + args: [ + "experimental:mcp", + "--only", + "firestore,dataconnect,messaging,remoteconfig,crashlytics,auth,storage", + ], + }), +); + +const { tools } = await client.listTools(); + +const geminiTools = tools.map((tool) => { + return { + name: tool.name, + description: tool.description, + parameters: tool.inputSchema, + }; +}); + +const response = await fetch( + `https://generativelanguage.googleapis.com/v1beta/models/gemini-2.0-flash:generateContent?key=${process.env.GEMINI_API_KEY}`, + { + method: "POST", + headers: { + "content-type": "application/json", + }, + body: JSON.stringify({ + toolConfig: { + functionCallingConfig: { mode: "auto" }, + }, + tools: [{ functionDeclarations: geminiTools }], + contents: [ + { + parts: [{ text: "Call the firebase_list_apps tool." }], + }, + ], + }), + }, +); + +if (response.status === 200) { + console.dir(await response.json(), { depth: null }); + + console.log("✅ Passed smoke test!"); + process.exit(0); +} else { + const rtext = await response.text(); + try { + console.dir(JSON.parse(rtext), { depth: null }); + } catch (e) { + console.log(rtext); + } + console.error("ERROR: Got non-200 response from smoke test."); + process.exit(1); +} diff --git a/scripts/mcp-tests/package-lock.json b/scripts/mcp-tests/package-lock.json new file mode 100644 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00000000000..722d9297df1 --- /dev/null +++ b/scripts/mcp-tests/package.json @@ -0,0 +1,20 @@ +{ + "name": "mcp-tests", + "version": "1.0.0", + "main": "index.js", + "type": "module", + "scripts": { + "test": "tsx ./gemini-smoke-test.ts" + }, + "keywords": [], + "author": "", + "license": "ISC", + "description": "", + "dependencies": { + "@modelcontextprotocol/sdk": "^1.11.5", + "tsx": "^4.19.4" + }, + "devDependencies": { + "typescript": "^5.8.3" + } +} diff --git a/scripts/mcp-tests/tsconfig.json b/scripts/mcp-tests/tsconfig.json new file mode 100644 index 00000000000..5ac568d3134 --- /dev/null +++ b/scripts/mcp-tests/tsconfig.json @@ -0,0 +1,7 @@ +{ + "compilerOptions": { + "target": "es2022", + "module": "NodeNext", + "skipLibCheck": true + } +} diff --git a/src/mcp/tool.ts b/src/mcp/tool.ts index 2c2d2fc224f..39e2e10fd69 100644 --- a/src/mcp/tool.ts +++ b/src/mcp/tool.ts @@ -4,6 +4,7 @@ import { zodToJsonSchema } from "zod-to-json-schema"; import type { FirebaseMcpServer } from "./index"; import { Config } from "../config"; import { RC } from "../rc"; +import { cleanSchema } from "./util"; export interface ServerToolContext { projectId?: string; @@ -44,7 +45,7 @@ export function tool( fn: ServerTool["fn"], ): ServerTool { return { - mcp: { ...options, inputSchema: zodToJsonSchema(options.inputSchema) }, + mcp: { ...options, inputSchema: cleanSchema(zodToJsonSchema(options.inputSchema)) }, fn, }; } diff --git a/src/mcp/tools/core/list_apps.ts b/src/mcp/tools/core/list_apps.ts index 2cc3a082e0c..25d693ed195 100644 --- a/src/mcp/tools/core/list_apps.ts +++ b/src/mcp/tools/core/list_apps.ts @@ -10,7 +10,7 @@ export const list_apps = tool( inputSchema: z.object({ platform: z .enum(["ios", "android", "web"]) - .nullish() + .optional() .describe("the specific platform to list (omit to list all platforms)"), }), annotations: { diff --git a/src/mcp/tools/dataconnect/generate_operation.ts b/src/mcp/tools/dataconnect/generate_operation.ts index 1ee17a93963..28de200b809 100644 --- a/src/mcp/tools/dataconnect/generate_operation.ts +++ b/src/mcp/tools/dataconnect/generate_operation.ts @@ -18,7 +18,7 @@ export const generate_operation = tool( ), service_id: z .string() - .nullish() + .optional() .describe( "Optional: Uses the service ID from the firebase.json file if nothing provided. The service ID of the deployed Firebase resource.", ), diff --git a/src/mcp/tools/firestore/delete_document.ts b/src/mcp/tools/firestore/delete_document.ts index 355c86a137e..42fbb9c26f8 100644 --- a/src/mcp/tools/firestore/delete_document.ts +++ b/src/mcp/tools/firestore/delete_document.ts @@ -13,7 +13,7 @@ export const delete_document = tool( // TODO: Support configurable database // database: z // .string() - // .nullish() + // .optional() // .describe("Database id to use. Defaults to `(default)` if unspecified."), path: z .string() diff --git a/src/mcp/tools/firestore/get_documents.ts b/src/mcp/tools/firestore/get_documents.ts index c125f191091..b9662ca5a5d 100644 --- a/src/mcp/tools/firestore/get_documents.ts +++ b/src/mcp/tools/firestore/get_documents.ts @@ -13,7 +13,7 @@ export const get_documents = tool( // TODO: Support configurable database // database: z // .string() - // .nullish() + // .optional() // .describe("Database id to use. Defaults to `(default)` if unspecified."), paths: z .array(z.string()) diff --git a/src/mcp/tools/firestore/list_collections.ts b/src/mcp/tools/firestore/list_collections.ts index 37c3e062d5f..ab821879fa4 100644 --- a/src/mcp/tools/firestore/list_collections.ts +++ b/src/mcp/tools/firestore/list_collections.ts @@ -13,7 +13,7 @@ export const list_collections = tool( // TODO: support multiple databases // database: z // .string() - // .nullish() + // .optional() // .describe("Database id to use. Defaults to `(default)` if unspecified."), }), annotations: { diff --git a/src/mcp/tools/firestore/query_collection.ts b/src/mcp/tools/firestore/query_collection.ts index 3d19ce05f46..9b2ef4f4c8c 100644 --- a/src/mcp/tools/firestore/query_collection.ts +++ b/src/mcp/tools/firestore/query_collection.ts @@ -13,7 +13,7 @@ export const query_collection = tool( // TODO: Support configurable database // database: z // .string() - // .nullish() + // .optional() // .describe("Database id to use. Defaults to `(default)` if unspecified."), collection_path: z .string() @@ -24,14 +24,20 @@ export const query_collection = tool( .object({ compare_value: z .object({ - string_value: z.string().nullish().describe("The string value to compare against."), - boolean_value: z.string().nullish().describe("The boolean value to compare against."), + string_value: z.string().optional().describe("The string value to compare against."), + boolean_value: z + .string() + .optional() + .describe("The boolean value to compare against."), string_array_value: z .array(z.string()) - .nullish() + .optional() .describe("The string value to compare against."), - integer_value: z.number().nullish().describe("The integer value to compare against."), - double_value: z.number().nullish().describe("The double value to compare against."), + integer_value: z + .number() + .optional() + .describe("The integer value to compare against."), + double_value: z.number().optional().describe("The double value to compare against."), }) .describe("One and only one value may be specified per filters object."), field: z.string().describe("the field searching against"), @@ -60,14 +66,14 @@ export const query_collection = tool( .enum(["ASCENDING", "DESCENDING"]) .describe("the direction to order values"), }) - .nullish() + .optional() .describe( "Specifies the field and direction to order the results. If not provided, the order is undefined.", ), limit: z .number() .describe("The maximum amount of records to return. Default is 10.") - .nullish(), + .optional(), }), annotations: { title: "Query Firestore collection", diff --git a/src/mcp/tools/storage/get_download_url.ts b/src/mcp/tools/storage/get_download_url.ts index 7e1d3d5ad3d..cfb001126cd 100644 --- a/src/mcp/tools/storage/get_download_url.ts +++ b/src/mcp/tools/storage/get_download_url.ts @@ -10,7 +10,7 @@ export const get_object_download_url = tool( inputSchema: z.object({ bucket: z .string() - .nullish() + .optional() .describe( "The bucket name in Firebase Storage. If not provided, defaults to the project's default bucket (e.g., `{projectid}.firebasestorage.app`).", ), diff --git a/src/mcp/util.test.ts b/src/mcp/util.test.ts new file mode 100644 index 00000000000..06b3cac1a2a --- /dev/null +++ b/src/mcp/util.test.ts @@ -0,0 +1,475 @@ +import { expect } from "chai"; +import { cleanSchema } from "./util"; + +interface TestCase { + desc: string; + input: Record; + expected: Record; +} + +const testCases: TestCase[] = [ + { + desc: "should remove $schema property", + input: { + $schema: "http://json-schema.org/draft-07/schema#", + type: "object", + properties: { name: { type: "string" } }, + }, + expected: { + type: "object", + properties: { name: { type: "string" } }, + }, + }, + { + desc: "should remove additionalProperties field", + input: { + type: "object", + properties: { name: { type: "string" } }, + additionalProperties: false, + }, + expected: { + type: "object", + properties: { name: { type: "string" } }, + }, + }, + { + desc: "should remove additionalProperties from nested objects", + input: { + type: "object", + properties: { + user: { + type: "object", + properties: { id: { type: "number" } }, + additionalProperties: true, + }, + meta: { + type: "object", + additionalProperties: { type: "string" }, + }, + }, + additionalProperties: false, + }, + expected: { + type: "object", + properties: { + user: { + type: "object", + properties: { id: { type: "number" } }, + }, + meta: { + type: "object", + }, + }, + }, + }, + { + desc: "should remove top-level array type (string)", + input: { type: "array", items: { type: "string" } }, + expected: {}, + }, + { + desc: "should remove top-level array type (array of types including array)", + input: { type: ["array", "string"], items: { type: "string" } }, // Will become anyOf: [{type: "string"}], then simplified to type: "string" at root + expected: { type: "string", items: { type: "string" } }, + }, + { + desc: "should remove top-level array type (array of types including array and null)", + input: { type: ["array", "null"], items: { type: "string" } }, + expected: {}, + }, + { + desc: "should remove top-level null type", + input: { type: "null" }, + expected: {}, + }, + { + desc: "should KEEP array type in properties", + input: { + type: "object", + properties: { + tags: { type: "array", items: { type: "string" } }, + name: { type: "string" }, + }, + }, + expected: { + type: "object", + properties: { + tags: { type: "array", items: { type: "string" } }, + name: { type: "string" }, + }, + }, + }, + { + desc: "should remove null type from properties", + input: { + type: "object", + properties: { + optionalField: { type: "null" }, + name: { type: "string" }, + }, + }, + expected: { + type: "object", + properties: { name: { type: "string" } }, + }, + }, + { + desc: "should convert type: ['string', 'null', 'array'] to anyOf: [{type: 'string'}, {type: 'array'}] in properties", + input: { + type: "object", + properties: { + mixed: { type: ["string", "null", "array"] }, + }, + }, + expected: { + type: "object", + properties: { + mixed: { anyOf: [{ type: "string" }, { type: "array" }] }, + }, + }, + }, + { + desc: "should convert type: ['string', 'number', 'null', 'array'] to anyOf in properties", + input: { + type: "object", + properties: { + mixed: { type: ["string", "number", "null", "array"] }, + }, + }, + expected: { + type: "object", + properties: { + mixed: { anyOf: [{ type: "string" }, { type: "number" }, { type: "array" }] }, + }, + }, + }, + { + desc: "should simplify type: ['string', 'null'] to type: 'string' in properties", + input: { + type: "object", + properties: { + simpleMixed: { type: ["string", "null"] }, + }, + }, + expected: { + type: "object", + properties: { + simpleMixed: { type: "string" }, + }, + }, + }, + { + desc: "should remove property if its type array becomes empty after filtering (e.g. only null)", + input: { + type: "object", + properties: { + onlyNull: { type: ["null"] }, + name: { type: "string" }, + }, + }, + expected: { + type: "object", + properties: { name: { type: "string" } }, + }, + }, + { + desc: "should keep property if its type array contains only 'array' (not root) and simplify", + input: { + type: "object", + properties: { + onlyArray: { type: ["array", "null"] }, + name: { type: "string" }, + }, + }, + expected: { + type: "object", + properties: { + onlyArray: { type: "array" }, + name: { type: "string" }, + }, + }, + }, + { + desc: "should handle nested objects and clean them (arrays kept in nested, type arrays become anyOf or simplified)", + input: { + type: "object", + properties: { + user: { + type: "object", + properties: { + id: { type: "number" }, + tags: { type: "array", items: { type: "string" } }, + status: { type: ["string", "integer", "null"] }, + maybeName: { type: ["string", "null"] }, + }, + }, + }, + }, + expected: { + type: "object", + properties: { + user: { + type: "object", + properties: { + id: { type: "number" }, + tags: { type: "array", items: { type: "string" } }, + status: { anyOf: [{ type: "string" }, { type: "integer" }] }, + maybeName: { type: "string" }, + }, + }, + }, + }, + }, + { + desc: "should remove items if its schema becomes null", + input: { + type: "object", + properties: { + someObjectWithItems: { + type: "object", + items: { type: "null" }, + }, + }, + }, + expected: { + type: "object", + properties: { + someObjectWithItems: { + type: "object", + }, + }, + }, + }, + { + desc: "should clean definitions ($defs), convert type arrays to anyOf/simplified", + input: { + type: "object", + properties: { + myDef: { $ref: "#/$defs/invalidDef" }, + myValidDef: { $ref: "#/$defs/validDefWithArray" }, + myComplexDef: { $ref: "#/$defs/complexDef" }, + }, + $defs: { + invalidDef: { type: "null" }, + validDef: { type: "string" }, + validDefWithArray: { type: "array", items: { type: "number" } }, + complexDef: { type: ["boolean", "string", "null"] }, + }, + }, + expected: { + type: "object", + properties: { + myDef: { $ref: "#/$defs/invalidDef" }, + myValidDef: { $ref: "#/$defs/validDefWithArray" }, + myComplexDef: { $ref: "#/$defs/complexDef" }, + }, + $defs: { + validDef: { type: "string" }, + validDefWithArray: { type: "array", items: { type: "number" } }, + complexDef: { anyOf: [{ type: "boolean" }, { type: "string" }] }, + }, + }, + }, + { + desc: "should remove $defs if all definitions become invalid (e.g. all null)", + input: { + type: "object", + $defs: { + invalidDef1: { type: "null" }, + invalidDef2: { type: "null" }, + }, + }, + expected: { + type: "object", + }, + }, + { + desc: "should clean schema arrays (anyOf, allOf, oneOf), keep nested arrays, convert internal type arrays", + input: { + anyOf: [ + { type: "string" }, + { type: "array", items: { type: "number" } }, + { type: "null" }, + { type: ["integer", "boolean", "null"] }, + ], + allOf: [{ type: "number" }], + oneOf: [{ type: "boolean" }, { type: ["null", "array"] }], + }, + expected: { + anyOf: [ + { type: "string" }, + { type: "array", items: { type: "number" } }, + { anyOf: [{ type: "integer" }, { type: "boolean" }] }, + ], + allOf: [{ type: "number" }], + oneOf: [{ type: "boolean" }, { type: "array" }], + }, + }, + { + desc: "should remove schema array keywords if their arrays become empty (e.g. all null)", + input: { + anyOf: [{ type: "null" }, { type: "null" }], + description: "test", + }, + expected: { + description: "test", + }, + }, + { + desc: "should return an empty object if the entire schema is just { type: 'array' }", + input: { type: "array" }, + expected: {}, + }, + { + desc: "should return an empty object if the entire schema is just { type: 'null' }", + input: { type: "null" }, + expected: {}, + }, + { + desc: "should return an empty object if the entire schema is { type: ['null', 'array'] }", + input: { type: ["null", "array"] }, + expected: {}, + }, + { + desc: "should not modify a schema that is already clean (with nested array and anyOf)", + input: { + type: "object", + properties: { + name: { type: "string" }, + age: { type: "integer" }, + scores: { type: "array", items: { type: "number" } }, + choice: { anyOf: [{ type: "string" }, { type: "boolean" }] }, + }, + required: ["name"], + }, + expected: { + type: "object", + properties: { + name: { type: "string" }, + age: { type: "integer" }, + scores: { type: "array", items: { type: "number" } }, + choice: { anyOf: [{ type: "string" }, { type: "boolean" }] }, + }, + required: ["name"], + }, + }, + { + desc: "should handle deeply nested structures with various cleaning needs (arrays kept if not root, type arrays to anyOf)", + input: { + $schema: "http://json-schema.org/draft-07/schema#", + title: "Complex Test", + type: "object", // Top level type array: ["object", "null"] -> type: "object" + additionalProperties: false, + properties: { + validProp: { type: "string" }, + propToBeKept: { type: "array", items: { type: "number" } }, + objectWithMixedTypes: { + type: "object", + additionalProperties: true, + properties: { + subPropString: { type: "string" }, + subPropNull: { type: "null" }, + subPropArrayType: { type: ["integer", "null", "array", "string"] }, + }, + }, + anotherArrayProp: { type: "array", items: { type: "boolean" } }, + }, + $defs: { + reusableInvalid: { type: "null" }, + reusableValid: { + type: "object", + additionalProperties: { type: "string" }, + properties: { + detail: { type: "string" }, + unwantedList: { type: "array", items: { type: "string" } }, + statusOptions: { type: ["number", "string", "null"] }, + }, + }, + toBeEmptyDef: { type: "null" }, + }, + anyOf: [ + // This anyOf is at the root level of the input schema, but its subschemas are not "root" for cleaning + { type: "string" }, + { type: "array", items: { type: "object" } }, // This array is fine as it's not top-level schema type + { $ref: "#/$defs/reusableInvalid" }, + { type: ["boolean", "null", "integer"] }, + ], + }, + expected: { + title: "Complex Test", + type: "object", + properties: { + validProp: { type: "string" }, + propToBeKept: { type: "array", items: { type: "number" } }, + objectWithMixedTypes: { + type: "object", + properties: { + subPropString: { type: "string" }, + subPropArrayType: { + anyOf: [{ type: "integer" }, { type: "array" }, { type: "string" }], + }, + }, + }, + anotherArrayProp: { type: "array", items: { type: "boolean" } }, + }, + $defs: { + reusableValid: { + type: "object", + properties: { + detail: { type: "string" }, + unwantedList: { type: "array", items: { type: "string" } }, + statusOptions: { anyOf: [{ type: "number" }, { type: "string" }] }, + }, + }, + }, + anyOf: [ + { type: "string" }, + { type: "array", items: { type: "object" } }, + { anyOf: [{ type: "boolean" }, { type: "integer" }] }, + ], + }, + }, + { + desc: "should remove properties if properties object becomes empty (all null)", + input: { + type: "object", + properties: { + field1: { type: "null" }, + field2: { type: "null" }, + }, + }, + expected: { + type: "object", + }, + }, + { + desc: "top level schema with type: ['string', 'array'] should become type: 'string'", + input: { + type: ["string", "array"], // 'array' removed at root, 'string' remains + description: "Test", + }, + expected: { + type: "string", + description: "Test", + }, + }, + { + desc: "top level schema with type: ['string', 'number', 'array'] should become anyOf: [{type: string}, {type: number}]", + input: { + type: ["string", "number", "array"], // 'array' removed at root + description: "Test AnyOf Root", + }, + expected: { + anyOf: [{ type: "string" }, { type: "number" }], + description: "Test AnyOf Root", + }, + }, +]; + +describe("cleanSchema", () => { + testCases.forEach((tc) => { + it(tc.desc, () => { + expect(cleanSchema(tc.input)).to.deep.equal(tc.expected); + }); + }); +}); diff --git a/src/mcp/util.ts b/src/mcp/util.ts index c4be462bf01..7ad9cada55e 100644 --- a/src/mcp/util.ts +++ b/src/mcp/util.ts @@ -109,3 +109,176 @@ export async function checkFeatureActive( } return false; } + +// Helper function to process a single schema node (could be a property schema, items schema, etc.) +// Returns the cleaned schema, or null if the schema becomes invalid and should be removed according to the rules. +// The isRoot parameter is true only for the top-level schema object. +function deepClean(obj: any, isRootLevel: boolean = false): any { + if (typeof obj !== "object" || obj === null) { + return obj; // Not a schema object or null, return as is + } + + // Create a shallow copy to modify + const cleanedObj = { ...obj }; + + // Rule 1: Remove $schema (applies to any level, but typically at root) + if (cleanedObj.hasOwnProperty("$schema")) { + delete cleanedObj.$schema; + } + + // Remove additionalProperties + if (cleanedObj.hasOwnProperty("additionalProperties")) { + delete cleanedObj.additionalProperties; + } + + // Rule 2 & 3: Handle 'type' for "array" (only at root) and "null" (always) + if (cleanedObj.hasOwnProperty("type")) { + const currentType = cleanedObj.type; + if (Array.isArray(currentType)) { + let filteredTypes = currentType.filter((t: string) => t !== "null"); + if (isRootLevel) { + filteredTypes = filteredTypes.filter((t: string) => t !== "array"); + } + + if (filteredTypes.length === 0) { + return null; // Invalid: became typeless or only contained disallowed types + } else if (filteredTypes.length === 1) { + cleanedObj.type = filteredTypes[0]; // Simplify to single type + } else { + // Convert to anyOf + delete cleanedObj.type; // Remove the original 'type' array + cleanedObj.anyOf = filteredTypes + .map((t: string) => { + // Each item in anyOf is a schema, so it needs to be an object with a 'type' + // These sub-schemas are not root level. + return deepClean({ type: t }, false); + }) + .filter((subSchema: any) => subSchema !== null); // Filter out any nulls from deepClean + + if (cleanedObj.anyOf.length === 0) { + return null; // All types in the array led to invalid sub-schemas + } + if (cleanedObj.anyOf.length === 1) { + // If after cleaning, only one valid type remains in anyOf, simplify it + const singleSchema = cleanedObj.anyOf[0]; + delete cleanedObj.anyOf; + // Merge the single schema's properties into cleanedObj + // Most commonly, this will just be setting cleanedObj.type = singleSchema.type + Object.assign(cleanedObj, singleSchema); + } + } + } else if (typeof currentType === "string") { + if (currentType === "null") { + return null; // Invalid: type is "null" + } + if (isRootLevel && currentType === "array") { + return null; // Invalid: top-level type is "array" + } + // If not root level, "array" as a string type is allowed. + } + } + + // Recursively clean 'properties' + if ( + cleanedObj.hasOwnProperty("properties") && + typeof cleanedObj.properties === "object" && + cleanedObj.properties !== null + ) { + const newProperties: Record = {}; + for (const key in cleanedObj.properties) { + if (cleanedObj.properties.hasOwnProperty(key)) { + // Properties are never root level in this recursive call + const cleanedPropertySchema = deepClean(cleanedObj.properties[key], false); + if (cleanedPropertySchema !== null) { + // Only add valid properties + newProperties[key] = cleanedPropertySchema; + } + } + } + if (Object.keys(newProperties).length === 0) { + delete cleanedObj.properties; // Remove 'properties' key if it becomes empty + } else { + cleanedObj.properties = newProperties; + } + } + + // Recursively clean 'items' + if ( + cleanedObj.hasOwnProperty("items") && + typeof cleanedObj.items === "object" && + cleanedObj.items !== null + ) { + // 'items' schema is never root level in this recursive call + const cleanedItemsSchema = deepClean(cleanedObj.items, false); + if (cleanedItemsSchema === null) { + delete cleanedObj.items; // Items schema became invalid + } else { + cleanedObj.items = cleanedItemsSchema; + } + } + + // Recursively clean definitions (e.g., in $defs or definitions) + const defKeywords = ["$defs", "definitions"]; + for (const keyword of defKeywords) { + if ( + cleanedObj.hasOwnProperty(keyword) && + typeof cleanedObj[keyword] === "object" && + cleanedObj[keyword] !== null + ) { + const newDefs: Record = {}; + for (const defKey in cleanedObj[keyword]) { + if (cleanedObj[keyword].hasOwnProperty(defKey)) { + // Definitions are never root level in this recursive call + const cleanedDef = deepClean(cleanedObj[keyword][defKey], false); + if (cleanedDef !== null) { + newDefs[defKey] = cleanedDef; + } + } + } + if (Object.keys(newDefs).length === 0) { + delete cleanedObj[keyword]; + } else { + cleanedObj[keyword] = newDefs; + } + } + } + + // Recursively clean schema arrays like anyOf, allOf, oneOf + const schemaArrayKeywords = ["anyOf", "allOf", "oneOf"]; + for (const keyword of schemaArrayKeywords) { + if (cleanedObj.hasOwnProperty(keyword) && Array.isArray(cleanedObj[keyword])) { + const newSchemaArray = cleanedObj[keyword] + // Sub-schemas in anyOf etc. are not root level in this recursive call + .map((subSchema: any) => deepClean(subSchema, false)) + .filter((subSchema: any) => subSchema !== null); // Filter out invalid subSchemas + + if (newSchemaArray.length === 0) { + delete cleanedObj[keyword]; // Remove key if array becomes empty + } else { + cleanedObj[keyword] = newSchemaArray; + } + } + } + return cleanedObj; +} + +/** Takes a zodToJsonSchema output and cleans it up to be more compatible with LLM limitations. */ +export function cleanSchema(schema: Record): Record { + // Initial check for top-level array type before deep cleaning + if (schema && schema.hasOwnProperty("type")) { + const topLevelType = schema.type; + if (topLevelType === "array") { + return {}; + } + if (Array.isArray(topLevelType)) { + const filteredRootTypes = topLevelType.filter((t) => t !== "null" && t !== "array"); + if (filteredRootTypes.length === 0 && topLevelType.includes("array")) { + // e.g. type: ["array"] or type: ["array", "null"] + return {}; + } + } + } + + const result = deepClean(schema, true); // Pass true for isRootLevel + return result === null ? {} : result; +}