* draft mcp client
* testing
* fix
* cleaning
* mcp resource in inputtransforms
* cleaning
* big cleaning
* cleaning
* no arc
* add utils file
* refactor tools
* add mcp actions
* draft frontend
* send arguments from backend
* better frontend
* cleaning
* use token for auth
* add logo
* rm
* fix
* fix
* chore: refactor mcp for ai agents (#6829)
* Add Tool enum for AIAgent with backward compatibility
- Created Tool enum that can be either Windmill (FlowModule) or Mcp (resource reference)
- Created McpToolRef struct to hold MCP resource path
- Implemented custom Deserialize for Tool with backward compatibility:
- New format: {type: 'windmill'|'mcp', ...}
- Old format: FlowModule objects (automatically wrapped in Tool::Windmill)
- Updated AIAgent to use Vec<Tool> instead of Vec<FlowModule>
- Updated FlowValue::traverse_leafs to handle Tool enum
- Backward compatible: old flows with Vec<FlowModule> will deserialize correctly
* Refactor AI executor to process Tool enum instead of extracting MCP from input_transforms
- Separate Windmill tools and MCP resource paths from tools list
- Process Windmill FlowModules into Tool definitions
- Load MCP tools from resource paths in Tool::Mcp variants
- Remove old logic that extracted mcp_resources from input_transforms
- Import FlowModule, remove unused InputTransform
- Fix type issues: use .as_str() for path and handle Option<bool> properly
* handle in args
* mcp as flowmodule
* frontend
* config for mcp
* simplify logic
* fix ai executor logic
* cleaning
* clean frontend
* fix
* better resource picker
* fix and styling
* add endpoint to fetch tools
* apply tool filtering
* fix name validation
* better ui
* use cache
* fix
* fix merge
* refactor: Separate MCP tools from FlowModule in AIAgent
- Add new AgentTool, ToolValue, and McpToolValue types
- Update AIAgent to use Vec<AgentTool> instead of Vec<FlowModule>
- Implement From traits for clean conversion between AgentTool and FlowModule
- Add backward compatibility via custom deserializer for AgentTool
- Simplify resolve_module logic by reusing existing resolve_modules function
- Update traverse_leafs to handle AgentTool structure
This refactoring separates MCP tools from FlowModule tools, making the
type system clearer and eliminating the need to treat MCP servers as
a special case of FlowModule.
🤖 Generated with [Claude Code](https://claude.com/claude-code)
Co-Authored-By: Claude <noreply@anthropic.com>
* refactor: Update ai_executor and worker_lockfiles for AgentTool
- Update ai_executor.rs to handle new AgentTool structure
- Separate MCP tools from FlowModule tools using ToolValue enum
- Convert AgentTool to FlowModule for backward compatibility
- Add imports for AgentTool and ToolValue types
- Update worker_lockfiles.rs for lazy loading optimization
- Convert AgentTool <-> FlowModule in insert_flow_modules
- Preserve lazy loading for FlowModule tools via modules_node
- Keep MCP tools inline (lightweight, no need for lazy loading)
- Maintain backward compatibility with existing flows
This enables the lazy loading optimization for FlowModule tools while
keeping MCP tools inline, balancing performance and simplicity.
🤖 Generated with [Claude Code](https://claude.com/claude-code)
Co-Authored-By: Claude <noreply@anthropic.com>
* cleaning
* adapt frontend
* cleaning
* cleaning
* type fix
* cleaning
* fix back comp
* move mcp button position
* nit
* cleaning
* fix nested removal
* cleaning
* opti
* fix chat markdown display
* fix chat messages layout
* fix back comp frontend
* fix deserializer
* nit
* simpler serializer
* use if else
---------
Co-authored-by: Claude <noreply@anthropic.com>
* feat(aiagent): Store AI provider config in localStorage
- Added localStorage persistence for AI provider, resource, and model selections
- Configuration is loaded as default values on component initialization
- Automatically saves whenever selections change
- Validates stored provider is still available before loading
- Uses storage key: windmill_ai_provider_config
Co-authored-by: windmill-internal-app[bot] <windmill-internal-app[bot]@users.noreply.github.com>
* better
* fix logic
* Update toggle option text for default setting
---------
Co-authored-by: claude[bot] <41898282+claude[bot]@users.noreply.github.com>
Co-authored-by: windmill-internal-app[bot] <windmill-internal-app[bot]@users.noreply.github.com>
Co-authored-by: Ruben Fiszel <ruben@windmill.dev>
* Improve minio on flake.nix
* Add first asset parsing logic for ansible
* Correct html gt sign
* Decouple s3 file picker from drawer
* Factor duplicate code into snippet
* Update S3FilePickerInner to be compatible
* Fix pane shrinking issue
* Git repo viewer
* Change GitRepoViewer
* Endpoints for git repo visualizer
* Move git repo viewer to its own component
* Add button to populate git repo viewer
* Update parser yaml for new ansisble features (repo viewer)
* Reflect parser changes for ansible
* Add button to add the git repo mode of declaration for ansible
* Factor function
* Playbook + inventories into the drawer
* Add button to add inventories from s3
* Move tests to lib.rs
* Inventory loading from s3
* Move get github app token logic to be reused by ansible
* Update parser and ansible executor
* Use the correct path for inventories
* Add nushell to flake for wasm builds
* Add published parser
* Update hubPaths with clone and upload to s3
* Update ee-repo to the branch ref
* Fix npm run check
* Update cargo.lock
* Change labels on buttons
* Remove debug log
* Update ee-repo-ref
* Fix ee issues
* Update ee-repo ref
* Fix typo
* Fix ee
* Update ee-repo-ref
* Fix missing imports
* Unused var
* Fix typo
* Layout improvents
* Fix typos
* Remove unused function and log
---------
Co-authored-by: Ruben Fiszel <ruben@windmill.dev>
* feat(settings): add unsaved changes warning on windmill ai tab
Add dialog to warn users when leaving the Windmill AI settings tab with
unsaved changes, allowing them to save or cancel their changes.
Changes:
- Track initial AI config state in workspace settings
- Compare current vs initial state to detect unsaved changes
- Integrate UnsavedConfirmationModal with beforeNavigate guard
- Update initial state after successful save via onSave callback
Implements request from issue #6812🤖 Generated with [Claude Code](https://claude.com/claude-code)
Co-Authored-By: windmill-internal-app[bot] <windmill-internal-app[bot]@users.noreply.github.com>
* also confirm on tab changes
* fix
* fix
* fix
* clean tabs usage
---------
Co-authored-by: claude[bot] <41898282+claude[bot]@users.noreply.github.com>
Co-authored-by: windmill-internal-app[bot] <windmill-internal-app[bot]@users.noreply.github.com>
* chore(mcp): display API endpoint tools in MCP URL generation
- Add list of 24 API endpoint tools that are always available via MCP
- Display API endpoints as green badges below scripts/flows list
- Update tooltip to mention 'scripts, flows, and API endpoints'
- Show count of available API endpoints in the UI
API endpoints include operations for variables, resources, scripts, flows,
jobs, schedules, and workers.
Co-authored-by: windmill-internal-app[bot] <windmill-internal-app[bot]@users.noreply.github.com>
* better
* nit
---------
Co-authored-by: claude[bot] <41898282+claude[bot]@users.noreply.github.com>
Co-authored-by: windmill-internal-app[bot] <windmill-internal-app[bot]@users.noreply.github.com>
* feat: Add back apply code button in CodeDisplay for non-diff-based providers
- Added apply button that shows only in script mode for non-diff-based providers
- Button allows applying code directly to the current editor
- Only shows for providers that don't support diff-based editing (excludes openai, anthropic, googleai, azure_openai)
Fixes#6799
Co-authored-by: windmill-internal-app[bot] <windmill-internal-app[bot]@users.noreply.github.com>
* better
* not only for non diff providers
---------
Co-authored-by: claude[bot] <209825114+claude[bot]@users.noreply.github.com>
Co-authored-by: windmill-internal-app[bot] <windmill-internal-app[bot]@users.noreply.github.com>
Co-authored-by: centdix <farhadg110@gmail.com>
