fix: comprehensive param type coercion for Claude Desktop/Claude.ai (#605)

Expand coerceStringifiedJsonParams() to handle ALL type mismatches,
not just stringified objects/arrays. Testing showed 6/9 tools still
failing in Claude Desktop after v2.35.4.

- Coerce string→number, string→boolean, number→string, boolean→string
- Add safeguard for entire args object arriving as JSON string
- Add [Diagnostic] section to error responses with received arg types
- Bump to v2.35.5
- 24 unit tests (9 new)

Conceived by Romuald Czlonkowski - https://www.aiadvisors.pl/en

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>

CHANGELOG.md

@@ -7,6 +7,18 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 
 ## [Unreleased]
 
+## [2.35.5] - 2026-02-22
+
+### Fixed
+
+- **Comprehensive parameter type coercion for Claude Desktop / Claude.ai** (Issue #605): Expanded the v2.35.4 fix to handle ALL type mismatches, not just stringified objects/arrays. Testing revealed 6/9 tools still failing in Claude Desktop after the initial fix.
+  - Extended `coerceStringifiedJsonParams()` to coerce every schema type: `string→number`, `string→boolean`, `number→string`, `boolean→string` (in addition to existing `string→object` and `string→array`)
+  - Added top-level safeguard to parse the entire `args` object if it arrives as a JSON string
+  - Added `[Diagnostic]` section to error responses showing received argument types, enabling users to report exactly what their MCP client sends
+  - Added 9 new unit tests (24 total) covering number, boolean, and number-to-string coercion
+
+Conceived by Romuald Czlonkowski - https://www.aiadvisors.pl/en
+
 ## [2.35.4] - 2026-02-20
 
 ### Fixed

dist/mcp/server.d.ts

@@ -30,6 +30,7 @@ export declare class N8NDocumentationMCPServer {
     private validateToolParams;
     private validateToolParamsBasic;
     private validateExtractedArgs;
+    private coerceStringifiedJsonParams;
     private listNodes;
     private getNodeInfo;
     private searchNodes;

dist/mcp/server.d.ts.map

@@ -1 +1 @@
-{"version":3,"file":"server.d.ts","sourceRoot":"","sources":["../../src/mcp/server.ts"],"names":[],"mappings":"AA0CA,OAAO,EAAE,eAAe,EAAE,MAAM,2BAA2B,CAAC;AAE5D,OAAO,EAAE,gBAAgB,EAAE,MAAM,iCAAiC,CAAC;AAmGnE,qBAAa,yBAAyB;IACpC,OAAO,CAAC,MAAM,CAAS;IACvB,OAAO,CAAC,EAAE,CAAgC;IAC1C,OAAO,CAAC,UAAU,CAA+B;IACjD,OAAO,CAAC,eAAe,CAAgC;IACvD,OAAO,CAAC,WAAW,CAAgB;IACnC,OAAO,CAAC,KAAK,CAAqB;IAClC,OAAO,CAAC,UAAU,CAAa;IAC/B,OAAO,CAAC,eAAe,CAAC,CAAkB;IAC1C,OAAO,CAAC,YAAY,CAAuB;IAC3C,OAAO,CAAC,qBAAqB,CAAsB;IACnD,OAAO,CAAC,WAAW,CAAiC;IACpD,OAAO,CAAC,kBAAkB,CAA4B;IACtD,OAAO,CAAC,iBAAiB,CAAkB;IAC3C,OAAO,CAAC,aAAa,CAAoC;IACzD,OAAO,CAAC,UAAU,CAAkB;gBAExB,eAAe,CAAC,EAAE,eAAe,EAAE,WAAW,CAAC,EAAE,gBAAgB;IAuGvE,KAAK,IAAI,OAAO,CAAC,IAAI,CAAC;YA+Cd,kBAAkB;YAiDlB,wBAAwB;IA0BtC,OAAO,CAAC,kBAAkB;YA6CZ,iBAAiB;IAa/B,OAAO,CAAC,eAAe,CAAkB;YAE3B,sBAAsB;IAgDpC,OAAO,CAAC,gBAAgB;IAqCxB,OAAO,CAAC,aAAa;IA8VrB,OAAO,CAAC,wBAAwB;IAoFhC,OAAO,CAAC,kBAAkB;IAqE1B,OAAO,CAAC,uBAAuB;IAwB/B,OAAO,CAAC,qBAAqB;YAoTf,SAAS;YA2DT,WAAW;YAkFX,WAAW;YA0CX,cAAc;YA8Md,gBAAgB;IAqD9B,OAAO,CAAC,mBAAmB;IAwE3B,OAAO,CAAC,eAAe;YAsBT,eAAe;IA2L7B,OAAO,CAAC,kBAAkB;IAQ1B,OAAO,CAAC,uBAAuB;IA0D/B,OAAO,CAAC,iBAAiB;YAqFX,WAAW;YAgCX,oBAAoB;IAuFlC,OAAO,CAAC,aAAa;YAQP,qBAAqB;YAwDrB,iBAAiB;YAiKjB,OAAO;YAgDP,cAAc;YAwFd,iBAAiB;IAqC/B,OAAO,CAAC,iBAAiB;IA0BzB,OAAO,CAAC,iBAAiB;IA0BzB,OAAO,CAAC,eAAe;IAwCvB,OAAO,CAAC,kBAAkB;IAiC1B,OAAO,CAAC,aAAa;IAoCrB,OAAO,CAAC,0BAA0B;IAgClC,OAAO,CAAC,4BAA4B;YAKtB,oBAAoB;IAsDlC,OAAO,CAAC,gBAAgB;YAiBV,SAAS;YA6CT,kBAAkB;YAqElB,uBAAuB;YAsDvB,iBAAiB;IAqE/B,OAAO,CAAC,qBAAqB;IA8C7B,OAAO,CAAC,uBAAuB;IA4D/B,OAAO,CAAC,wBAAwB;IAkChC,OAAO,CAAC,iBAAiB;YAoDX,mBAAmB;YAoEnB,qBAAqB;IAS7B,OAAO,CAAC,SAAS,EAAE,GAAG,GAAG,OAAO,CAAC,IAAI,CAAC;YAS9B,aAAa;YAcb,iBAAiB;YAoBjB,WAAW;YAwBX,eAAe;YAqBf,mBAAmB;YAwBnB,yBAAyB;IA4CvC,OAAO,CAAC,kBAAkB;YAiBZ,gBAAgB;YA6HhB,2BAA2B;YAiE3B,2BAA2B;IAyEnC,GAAG,IAAI,OAAO,CAAC,IAAI,CAAC;IA0BpB,QAAQ,IAAI,OAAO,CAAC,IAAI,CAAC;CAgEhC"}
+{"version":3,"file":"server.d.ts","sourceRoot":"","sources":["../../src/mcp/server.ts"],"names":[],"mappings":"AA0CA,OAAO,EAAE,eAAe,EAAE,MAAM,2BAA2B,CAAC;AAE5D,OAAO,EAAE,gBAAgB,EAAE,MAAM,iCAAiC,CAAC;AAmGnE,qBAAa,yBAAyB;IACpC,OAAO,CAAC,MAAM,CAAS;IACvB,OAAO,CAAC,EAAE,CAAgC;IAC1C,OAAO,CAAC,UAAU,CAA+B;IACjD,OAAO,CAAC,eAAe,CAAgC;IACvD,OAAO,CAAC,WAAW,CAAgB;IACnC,OAAO,CAAC,KAAK,CAAqB;IAClC,OAAO,CAAC,UAAU,CAAa;IAC/B,OAAO,CAAC,eAAe,CAAC,CAAkB;IAC1C,OAAO,CAAC,YAAY,CAAuB;IAC3C,OAAO,CAAC,qBAAqB,CAAsB;IACnD,OAAO,CAAC,WAAW,CAAiC;IACpD,OAAO,CAAC,kBAAkB,CAA4B;IACtD,OAAO,CAAC,iBAAiB,CAAkB;IAC3C,OAAO,CAAC,aAAa,CAAoC;IACzD,OAAO,CAAC,UAAU,CAAkB;gBAExB,eAAe,CAAC,EAAE,eAAe,EAAE,WAAW,CAAC,EAAE,gBAAgB;IAuGvE,KAAK,IAAI,OAAO,CAAC,IAAI,CAAC;YA+Cd,kBAAkB;YAiDlB,wBAAwB;IA0BtC,OAAO,CAAC,kBAAkB;YA6CZ,iBAAiB;IAa/B,OAAO,CAAC,eAAe,CAAkB;YAE3B,sBAAsB;IAgDpC,OAAO,CAAC,gBAAgB;IAqCxB,OAAO,CAAC,aAAa;IA0XrB,OAAO,CAAC,wBAAwB;IAoFhC,OAAO,CAAC,kBAAkB;IAqE1B,OAAO,CAAC,uBAAuB;IAwB/B,OAAO,CAAC,qBAAqB;IAiF7B,OAAO,CAAC,2BAA2B;YA0UrB,SAAS;YA2DT,WAAW;YAkFX,WAAW;YA0CX,cAAc;YA8Md,gBAAgB;IAqD9B,OAAO,CAAC,mBAAmB;IAwE3B,OAAO,CAAC,eAAe;YAsBT,eAAe;IA2L7B,OAAO,CAAC,kBAAkB;IAQ1B,OAAO,CAAC,uBAAuB;IA0D/B,OAAO,CAAC,iBAAiB;YAqFX,WAAW;YAgCX,oBAAoB;IAuFlC,OAAO,CAAC,aAAa;YAQP,qBAAqB;YAwDrB,iBAAiB;YAiKjB,OAAO;YAgDP,cAAc;YAwFd,iBAAiB;IAqC/B,OAAO,CAAC,iBAAiB;IA0BzB,OAAO,CAAC,iBAAiB;IA0BzB,OAAO,CAAC,eAAe;IAwCvB,OAAO,CAAC,kBAAkB;IAiC1B,OAAO,CAAC,aAAa;IAoCrB,OAAO,CAAC,0BAA0B;IAgClC,OAAO,CAAC,4BAA4B;YAKtB,oBAAoB;IAsDlC,OAAO,CAAC,gBAAgB;YAiBV,SAAS;YA6CT,kBAAkB;YAqElB,uBAAuB;YAsDvB,iBAAiB;IAqE/B,OAAO,CAAC,qBAAqB;IA8C7B,OAAO,CAAC,uBAAuB;IA4D/B,OAAO,CAAC,wBAAwB;IAkChC,OAAO,CAAC,iBAAiB;YAoDX,mBAAmB;YAoEnB,qBAAqB;IAS7B,OAAO,CAAC,SAAS,EAAE,GAAG,GAAG,OAAO,CAAC,IAAI,CAAC;YAS9B,aAAa;YAcb,iBAAiB;YAoBjB,WAAW;YAwBX,eAAe;YAqBf,mBAAmB;YAwBnB,yBAAyB;IA4CvC,OAAO,CAAC,kBAAkB;YAiBZ,gBAAgB;YA6HhB,2BAA2B;YAiE3B,2BAA2B;IAyEnC,GAAG,IAAI,OAAO,CAAC,IAAI,CAAC;IA0BpB,QAAQ,IAAI,OAAO,CAAC,IAAI,CAAC;CAgEhC"}

dist/mcp/server.js

@@ -457,6 +457,18 @@ class N8NDocumentationMCPServer {
                 };
             }
             let processedArgs = args;
+            if (typeof args === 'string') {
+                try {
+                    const parsed = JSON.parse(args);
+                    if (parsed && typeof parsed === 'object' && !Array.isArray(parsed)) {
+                        processedArgs = parsed;
+                        logger_1.logger.warn(`Coerced stringified args object for tool "${name}"`);
+                    }
+                }
+                catch {
+                    logger_1.logger.warn(`Tool "${name}" received string args that are not valid JSON`);
+                }
+            }
             if (args && typeof args === 'object' && 'output' in args) {
                 try {
                     const possibleNestedData = args.output;
@@ -485,6 +497,7 @@ class N8NDocumentationMCPServer {
                     });
                 }
             }
+            processedArgs = this.coerceStringifiedJsonParams(name, processedArgs);
             try {
                 logger_1.logger.debug(`Executing tool: ${name}`, { args: processedArgs });
                 const startTime = Date.now();
@@ -556,6 +569,13 @@ class N8NDocumentationMCPServer {
                 if (name.startsWith('validate_') && (errorMessage.includes('config') || errorMessage.includes('nodeType'))) {
                     helpfulMessage += '\n\nFor validation tools:\n- nodeType should be a string (e.g., "nodes-base.webhook")\n- config should be an object (e.g., {})';
                 }
+                try {
+                    const argDiag = processedArgs && typeof processedArgs === 'object'
+                        ? Object.entries(processedArgs).map(([k, v]) => `${k}: ${typeof v}`).join(', ')
+                        : `args type: ${typeof processedArgs}`;
+                    helpfulMessage += `\n\n[Diagnostic] Received arg types: {${argDiag}}`;
+                }
+                catch { }
                 return {
                     content: [
                         {
@@ -795,6 +815,93 @@ class N8NDocumentationMCPServer {
         }
         return true;
     }
+    coerceStringifiedJsonParams(toolName, args) {
+        if (!args || typeof args !== 'object')
+            return args;
+        const allTools = [...tools_1.n8nDocumentationToolsFinal, ...tools_n8n_manager_1.n8nManagementTools];
+        const tool = allTools.find(t => t.name === toolName);
+        if (!tool?.inputSchema?.properties)
+            return args;
+        const properties = tool.inputSchema.properties;
+        const coerced = { ...args };
+        let coercedAny = false;
+        for (const [key, value] of Object.entries(coerced)) {
+            if (value === undefined || value === null)
+                continue;
+            const propSchema = properties[key];
+            if (!propSchema)
+                continue;
+            const expectedType = propSchema.type;
+            if (!expectedType)
+                continue;
+            const actualType = typeof value;
+            if (expectedType === 'string' && actualType === 'string')
+                continue;
+            if ((expectedType === 'number' || expectedType === 'integer') && actualType === 'number')
+                continue;
+            if (expectedType === 'boolean' && actualType === 'boolean')
+                continue;
+            if (expectedType === 'object' && actualType === 'object' && !Array.isArray(value))
+                continue;
+            if (expectedType === 'array' && Array.isArray(value))
+                continue;
+            if (actualType === 'string') {
+                const trimmed = value.trim();
+                if (expectedType === 'object' && trimmed.startsWith('{')) {
+                    try {
+                        const parsed = JSON.parse(trimmed);
+                        if (typeof parsed === 'object' && parsed !== null && !Array.isArray(parsed)) {
+                            coerced[key] = parsed;
+                            coercedAny = true;
+                        }
+                    }
+                    catch { }
+                    continue;
+                }
+                if (expectedType === 'array' && trimmed.startsWith('[')) {
+                    try {
+                        const parsed = JSON.parse(trimmed);
+                        if (Array.isArray(parsed)) {
+                            coerced[key] = parsed;
+                            coercedAny = true;
+                        }
+                    }
+                    catch { }
+                    continue;
+                }
+                if (expectedType === 'number' || expectedType === 'integer') {
+                    const num = Number(trimmed);
+                    if (!isNaN(num) && trimmed !== '') {
+                        coerced[key] = expectedType === 'integer' ? Math.trunc(num) : num;
+                        coercedAny = true;
+                    }
+                    continue;
+                }
+                if (expectedType === 'boolean') {
+                    if (trimmed === 'true') {
+                        coerced[key] = true;
+                        coercedAny = true;
+                    }
+                    else if (trimmed === 'false') {
+                        coerced[key] = false;
+                        coercedAny = true;
+                    }
+                    continue;
+                }
+            }
+            if (expectedType === 'string' && (actualType === 'number' || actualType === 'boolean')) {
+                coerced[key] = String(value);
+                coercedAny = true;
+                continue;
+            }
+        }
+        if (coercedAny) {
+            logger_1.logger.warn(`Coerced mistyped params for tool "${toolName}"`, {
+                original: Object.fromEntries(Object.entries(args).map(([k, v]) => [k, `${typeof v}: ${typeof v === 'string' ? v.substring(0, 80) : v}`])),
+            });
+        }
+        return coerced;
+    }
     async executeTool(name, args) {
         args = args || {};
         const disabledTools = this.getDisabledTools();

package.json

@@ -1,6 +1,6 @@
 {
   "name": "n8n-mcp",
-  "version": "2.35.4",
+  "version": "2.35.5",
   "description": "Integration between n8n workflow automation and Model Context Protocol (MCP)",
   "main": "dist/index.js",
   "types": "dist/index.d.ts",

src/mcp/server.ts

@@ -687,9 +687,23 @@ export class N8NDocumentationMCPServer {
         };
       }
 
+      // Safeguard: if the entire args object arrives as a JSON string, parse it.
+      // Some MCP clients may serialize the arguments object itself.
+      let processedArgs: Record<string, any> | undefined = args;
+      if (typeof args === 'string') {
+        try {
+          const parsed = JSON.parse(args as unknown as string);
+          if (parsed && typeof parsed === 'object' && !Array.isArray(parsed)) {
+            processedArgs = parsed;
+            logger.warn(`Coerced stringified args object for tool "${name}"`);
+          }
+        } catch {
+          logger.warn(`Tool "${name}" received string args that are not valid JSON`);
+        }
+      }
+
       // Workaround for n8n's nested output bug
       // Check if args contains nested 'output' structure from n8n's memory corruption
-      let processedArgs = args;
       if (args && typeof args === 'object' && 'output' in args) {
         try {
           const possibleNestedData = args.output;
@@ -721,9 +735,10 @@ export class N8NDocumentationMCPServer {
         }
       }
 
-      // Workaround for Claude Desktop 1.1.3189 string serialization bug.
-      // The MCP client serializes object/array parameters as JSON strings.
-      // Use the tool's inputSchema to detect and parse them back.
+      // Workaround for Claude Desktop / Claude.ai MCP client bugs that
+      // serialize parameters with wrong types. Coerces ALL mismatched types
+      // (string↔object, string↔number, string↔boolean, etc.) using the
+      // tool's inputSchema as the source of truth.
       processedArgs = this.coerceStringifiedJsonParams(name, processedArgs);
 
       try {
@@ -813,7 +828,7 @@ export class N8NDocumentationMCPServer {
 
         // Provide more helpful error messages for common n8n issues
         let helpfulMessage = `Error executing tool ${name}: ${errorMessage}`;
-        
+
         if (errorMessage.includes('required') || errorMessage.includes('missing')) {
           helpfulMessage += '\n\nNote: This error often occurs when the AI agent sends incomplete or incorrectly formatted parameters. Please ensure all required fields are provided with the correct types.';
         } else if (errorMessage.includes('type') || errorMessage.includes('expected')) {
@@ -821,12 +836,20 @@ export class N8NDocumentationMCPServer {
         } else if (errorMessage.includes('Unknown category') || errorMessage.includes('not found')) {
           helpfulMessage += '\n\nNote: The requested resource or category was not found. Please check the available options.';
         }
-        
+
         // For n8n schema errors, add specific guidance
         if (name.startsWith('validate_') && (errorMessage.includes('config') || errorMessage.includes('nodeType'))) {
           helpfulMessage += '\n\nFor validation tools:\n- nodeType should be a string (e.g., "nodes-base.webhook")\n- config should be an object (e.g., {})';
         }
-        
+
+        // Include diagnostic info about received args to help debug client issues
+        try {
+          const argDiag = processedArgs && typeof processedArgs === 'object'
+            ? Object.entries(processedArgs).map(([k, v]) => `${k}: ${typeof v}`).join(', ')
+            : `args type: ${typeof processedArgs}`;
+          helpfulMessage += `\n\n[Diagnostic] Received arg types: {${argDiag}}`;
+        } catch { /* ignore diagnostic errors */ }
+
         return {
           content: [
             {
@@ -1131,9 +1154,15 @@ export class N8NDocumentationMCPServer {
   }
 
   /**
-   * Coerce stringified JSON parameters back to objects/arrays.
-   * Workaround for Claude Desktop 1.1.3189 which serializes object/array
-   * params as JSON strings before sending them to MCP servers.
+   * Coerce mistyped parameters back to their expected types.
+   * Workaround for Claude Desktop / Claude.ai MCP client bugs that serialize
+   * parameters incorrectly (objects as strings, numbers as strings, etc.).
+   *
+   * Handles ALL type mismatches based on the tool's inputSchema:
+   *   string→object, string→array   : JSON.parse
+   *   string→number, string→integer : Number()
+   *   string→boolean                : "true"/"false" parsing
+   *   number→string, boolean→string : .toString()
    */
   private coerceStringifiedJsonParams(
     toolName: string,
@@ -1147,28 +1176,81 @@ export class N8NDocumentationMCPServer {
 
     const properties = tool.inputSchema.properties;
     const coerced = { ...args };
+    let coercedAny = false;
 
     for (const [key, value] of Object.entries(coerced)) {
-      if (typeof value !== 'string') continue;
-      const expectedType = (properties as any)[key]?.type;
-      if (expectedType !== 'object' && expectedType !== 'array') continue;
+      if (value === undefined || value === null) continue;
 
-      const trimmed = value.trim();
-      const validPrefix = (expectedType === 'object' && trimmed.startsWith('{'))
-                       || (expectedType === 'array'  && trimmed.startsWith('['));
-      if (!validPrefix) continue;
+      const propSchema = (properties as any)[key];
+      if (!propSchema) continue;
+      const expectedType = propSchema.type;
+      if (!expectedType) continue;
 
-      try {
-        const parsed = JSON.parse(trimmed);
-        const isArray = Array.isArray(parsed);
-        if ((expectedType === 'object' && typeof parsed === 'object' && !isArray)
-         || (expectedType === 'array'  && isArray)) {
-          coerced[key] = parsed;
-          logger.warn(`Coerced stringified ${expectedType} param "${key}" for tool "${toolName}"`);
+      const actualType = typeof value;
+
+      // Already correct type — skip
+      if (expectedType === 'string' && actualType === 'string') continue;
+      if ((expectedType === 'number' || expectedType === 'integer') && actualType === 'number') continue;
+      if (expectedType === 'boolean' && actualType === 'boolean') continue;
+      if (expectedType === 'object' && actualType === 'object' && !Array.isArray(value)) continue;
+      if (expectedType === 'array' && Array.isArray(value)) continue;
+
+      // --- Coercion: string value → expected type ---
+      if (actualType === 'string') {
+        const trimmed = (value as string).trim();
+
+        if (expectedType === 'object' && trimmed.startsWith('{')) {
+          try {
+            const parsed = JSON.parse(trimmed);
+            if (typeof parsed === 'object' && parsed !== null && !Array.isArray(parsed)) {
+              coerced[key] = parsed;
+              coercedAny = true;
+            }
+          } catch { /* keep original */ }
+          continue;
+        }
+
+        if (expectedType === 'array' && trimmed.startsWith('[')) {
+          try {
+            const parsed = JSON.parse(trimmed);
+            if (Array.isArray(parsed)) {
+              coerced[key] = parsed;
+              coercedAny = true;
+            }
+          } catch { /* keep original */ }
+          continue;
+        }
+
+        if (expectedType === 'number' || expectedType === 'integer') {
+          const num = Number(trimmed);
+          if (!isNaN(num) && trimmed !== '') {
+            coerced[key] = expectedType === 'integer' ? Math.trunc(num) : num;
+            coercedAny = true;
+          }
+          continue;
+        }
+
+        if (expectedType === 'boolean') {
+          if (trimmed === 'true') { coerced[key] = true; coercedAny = true; }
+          else if (trimmed === 'false') { coerced[key] = false; coercedAny = true; }
+          continue;
         }
-      } catch {
-        // Not valid JSON — keep original string, downstream validation will report the error
       }
+
+      // --- Coercion: number/boolean value → expected string ---
+      if (expectedType === 'string' && (actualType === 'number' || actualType === 'boolean')) {
+        coerced[key] = String(value);
+        coercedAny = true;
+        continue;
+      }
+    }
+
+    if (coercedAny) {
+      logger.warn(`Coerced mistyped params for tool "${toolName}"`, {
+        original: Object.fromEntries(
+          Object.entries(args).map(([k, v]) => [k, `${typeof v}: ${typeof v === 'string' ? v.substring(0, 80) : v}`])
+        ),
+      });
     }
 
     return coerced;

tests/unit/mcp/coerce-stringified-params.test.ts

@@ -163,6 +163,85 @@ describe('coerceStringifiedJsonParams', () => {
     });
   });
 
+  describe('Number coercion', () => {
+    it('should coerce string to number for search_nodes limit', () => {
+      const args = {
+        query: 'webhook',
+        limit: '10'
+      };
+      const result = server.testCoerceStringifiedJsonParams('search_nodes', args);
+      expect(result.limit).toBe(10);
+      expect(result.query).toBe('webhook');
+    });
+
+    it('should coerce string to number for n8n_executions limit', () => {
+      const args = {
+        action: 'list',
+        limit: '50'
+      };
+      const result = server.testCoerceStringifiedJsonParams('n8n_executions', args);
+      expect(result.limit).toBe(50);
+    });
+
+    it('should not coerce non-numeric string to number', () => {
+      const args = {
+        query: 'webhook',
+        limit: 'abc'
+      };
+      const result = server.testCoerceStringifiedJsonParams('search_nodes', args);
+      expect(result.limit).toBe('abc');
+    });
+  });
+
+  describe('Boolean coercion', () => {
+    it('should coerce "true" string to boolean', () => {
+      const args = {
+        query: 'webhook',
+        includeExamples: 'true'
+      };
+      const result = server.testCoerceStringifiedJsonParams('search_nodes', args);
+      expect(result.includeExamples).toBe(true);
+    });
+
+    it('should coerce "false" string to boolean', () => {
+      const args = {
+        query: 'webhook',
+        includeExamples: 'false'
+      };
+      const result = server.testCoerceStringifiedJsonParams('search_nodes', args);
+      expect(result.includeExamples).toBe(false);
+    });
+
+    it('should not coerce non-boolean string to boolean', () => {
+      const args = {
+        query: 'webhook',
+        includeExamples: 'yes'
+      };
+      const result = server.testCoerceStringifiedJsonParams('search_nodes', args);
+      expect(result.includeExamples).toBe('yes');
+    });
+  });
+
+  describe('Number-to-string coercion', () => {
+    it('should coerce number to string for n8n_get_workflow id', () => {
+      const args = {
+        id: 123,
+        mode: 'minimal'
+      };
+      const result = server.testCoerceStringifiedJsonParams('n8n_get_workflow', args);
+      expect(result.id).toBe('123');
+      expect(result.mode).toBe('minimal');
+    });
+
+    it('should coerce boolean to string when string expected', () => {
+      const args = {
+        id: true
+      };
+      const result = server.testCoerceStringifiedJsonParams('n8n_get_workflow', args);
+      expect(result.id).toBe('true');
+    });
+  });
+
   describe('End-to-end Claude Desktop scenario', () => {
     it('should coerce all stringified params for n8n_create_workflow', () => {
       const nodes = [
@@ -203,5 +282,19 @@ describe('coerceStringifiedJsonParams', () => {
       expect(result.connections).toEqual(connections);
       expect(result.settings).toEqual(settings);
     });
+
+    it('should handle mixed type mismatches from Claude Desktop', () => {
+      // Simulate Claude Desktop sending object params as strings
+      const args = {
+        nodeType: 'nodes-base.httpRequest',
+        config: '{"method":"GET","url":"https://example.com"}',
+        mode: 'full',
+        profile: 'ai-friendly'
+      };
+      const result = server.testCoerceStringifiedJsonParams('validate_node', args);
+      expect(result.config).toEqual({ method: 'GET', url: 'https://example.com' });
+      expect(result.nodeType).toBe('nodes-base.httpRequest');
+      expect(result.mode).toBe('full');
+    });
   });
 });