fix: rename to FuzzForge AI and fix new-user onboarding issues

fuzzforge-mcp/README.md

@@ -45,11 +45,11 @@ For custom setups, you can manually configure the MCP server.
 {
   "mcpServers": {
     "fuzzforge": {
-      "command": "/path/to/fuzzforge-oss/.venv/bin/python",
+      "command": "/path/to/fuzzforge-ai/.venv/bin/python",
       "args": ["-m", "fuzzforge_mcp"],
-      "cwd": "/path/to/fuzzforge-oss",
+      "cwd": "/path/to/fuzzforge-ai",
       "env": {
-        "FUZZFORGE_MODULES_PATH": "/path/to/fuzzforge-oss/fuzzforge-modules",
+        "FUZZFORGE_MODULES_PATH": "/path/to/fuzzforge-ai/fuzzforge-modules",
         "FUZZFORGE_ENGINE__TYPE": "docker"
       }
     }
@@ -64,11 +64,11 @@ For custom setups, you can manually configure the MCP server.
   "servers": {
     "fuzzforge": {
       "type": "stdio",
-      "command": "/path/to/fuzzforge-oss/.venv/bin/python",
+      "command": "/path/to/fuzzforge-ai/.venv/bin/python",
       "args": ["-m", "fuzzforge_mcp"],
-      "cwd": "/path/to/fuzzforge-oss",
+      "cwd": "/path/to/fuzzforge-ai",
       "env": {
-        "FUZZFORGE_MODULES_PATH": "/path/to/fuzzforge-oss/fuzzforge-modules",
+        "FUZZFORGE_MODULES_PATH": "/path/to/fuzzforge-ai/fuzzforge-modules",
         "FUZZFORGE_ENGINE__TYPE": "docker"
       }
     }
@@ -83,11 +83,11 @@ For custom setups, you can manually configure the MCP server.
   "mcpServers": {
     "fuzzforge": {
       "type": "stdio",
-      "command": "/path/to/fuzzforge-oss/.venv/bin/python",
+      "command": "/path/to/fuzzforge-ai/.venv/bin/python",
       "args": ["-m", "fuzzforge_mcp"],
-      "cwd": "/path/to/fuzzforge-oss",
+      "cwd": "/path/to/fuzzforge-ai",
       "env": {
-        "FUZZFORGE_MODULES_PATH": "/path/to/fuzzforge-oss/fuzzforge-modules",
+        "FUZZFORGE_MODULES_PATH": "/path/to/fuzzforge-ai/fuzzforge-modules",
         "FUZZFORGE_ENGINE__TYPE": "docker"
       }
     }

fuzzforge-mcp/pyproject.toml

@@ -1,7 +1,7 @@
 [project]
 name = "fuzzforge-mcp"
 version = "0.0.1"
-description = "FuzzForge MCP Server - AI agent gateway for FuzzForge OSS."
+description = "FuzzForge MCP Server - AI agent gateway for FuzzForge AI."
 authors = []
 readme = "README.md"
 requires-python = ">=3.14"

fuzzforge-mcp/src/fuzzforge_mcp/resources/workflows.py

@@ -1,6 +1,6 @@
 """Workflow resources for FuzzForge MCP.
 
-Note: In FuzzForge OSS, workflows are defined at runtime rather than
+Note: In FuzzForge AI, workflows are defined at runtime rather than
 stored. This resource provides documentation about workflow capabilities.
 
 """
@@ -19,7 +19,7 @@ mcp: FastMCP = FastMCP()
 async def get_workflow_help() -> dict[str, Any]:
     """Get help information about creating workflows.
 
-    Workflows in FuzzForge OSS are defined at execution time rather
+    Workflows in FuzzForge AI are defined at execution time rather
     than stored. Use the execute_workflow tool with step definitions.
 
     :return: Workflow documentation.

fuzzforge-mcp/src/fuzzforge_mcp/tools/modules.py

@@ -49,24 +49,19 @@ async def list_modules() -> dict[str, Any]:
                 "image": f"{module.identifier}:{module.version or 'latest'}",
                 "available": module.available,
                 "description": module.description,
-                # New metadata fields from pyproject.toml
-                "category": module.category,
-                "language": module.language,
-                "pipeline_stage": module.pipeline_stage,
-                "pipeline_order": module.pipeline_order,
-                "dependencies": module.dependencies,
                 "continuous_mode": module.continuous_mode,
-                "typical_duration": module.typical_duration,
+                "suggested_predecessors": module.suggested_predecessors,
                 # AI-discoverable metadata
                 "use_cases": module.use_cases,
-                "input_requirements": module.input_requirements,
+                "common_inputs": module.common_inputs,
                 "output_artifacts": module.output_artifacts,
+                "output_treatment": module.output_treatment,
             }
             for module in modules
         ]
 
-        # Sort by pipeline_order if available
-        available_modules.sort(key=lambda m: (m.get("pipeline_order") or 999, m["identifier"]))
+        # Sort alphabetically by identifier
+        available_modules.sort(key=lambda m: m["identifier"])
 
         return {
             "modules": available_modules,

fuzzforge-mcp/tests/test_resources.py

@@ -1,4 +1,4 @@
-"""MCP tool tests for FuzzForge OSS.
+"""MCP tool tests for FuzzForge AI.
 
 Tests the MCP tools that are available in the OSS version.
 """