* feat: server first implementation
* docs: docs for server and images
* chore: locked langchain dependencies in pyproject.toml (#321)
* python/release/1.3.13
* catch uvicorn logs && log session id
* fix debug logic
* docs: logging update
* fix: icon of elicitation
* fix installation paths for local clones
* docs: minor restructuring
* docs: reorganization, killed non existing pages
* docs: beta tag on server
* chore: example servers
* feat: inspector autopopulated and client only
* feat: enhance MCP logging system with customizable formats and improved middleware
* feat: implement weather alert and forecast tools in FastMCP example server
* mcp path configurable
* fix inspector
* export as FastMCP too
* chore: update fastmcp migration example
* lock inspector version
* type runner
* unhide docs and remove dangers
* migration diff
* docs and context example
* export context
* logging improvement
* pretty JSON RPC
* autoConnect url param in inspecotr
* move logging
* type check
* Server Router
* show response logs
* fallback tool name to function name in router registration
* compatibility export
* Introduced ty and prek as type checker and precommit engine respectively - moved ruff config in pyproject toml
* add ty check
* ty runs only on staged files
* ty configuration fix
* move startup info in logging
* remove bug from action
* update claude rules
* fix resource serialization
* comments on inspector errors
* abstracted runner transports
* remove redunant call for network
* fix ip getter
* add inspector mcp path
* response limit logging
* disable ty check in action
* moved transport type to types
* support sse
* show transport type in logs
* change default transport
* refactored tests to use mcp server
* removed fastmcp
* file restructuring
* test table
* sampling, elicitation, tool disabling enabling
* deprecte sse server side
* simplified report
* fix action
* remove sse deprecated test
* move tests files to allow for server integration tests
* docs
* reorg integration test files
* api-reference-doxs
* fix broken links
* telemetry
* remove feature useage from scarf
* chore: update imports
* refactor(mcpagent): update agent creation logic and imports
- Replaced `create_tool_calling_agent` with `create_agent` for improved agent instantiation.
- Simplified the `_create_agent` method by removing the `AgentExecutor` and directly returning the created agent.
- Adjusted type annotations for `_agent_executor` to initialize as `None` instead of using a union type.
* feat(mcpagent): migrate to LangChain 1.0.0 and simplify agent methods
- Updated MCPAgent to utilize LangChain 1.0.0's `create_agent()` for improved agent instantiation.
- Introduced new methods `astream_simplified()` and `run_v2()` that leverage the built-in `astream()` for internal agent loop handling.
- Retained legacy methods `stream()` and `run()` for backward compatibility with manual execution.
- Enhanced documentation to reflect changes and provide clearer usage examples.
* feat(mcpagent): implement dynamic tool updates during agent execution
- Enhanced the MCPAgent to support dynamic tool updates when using server_manager mode.
- Implemented logic to check for tool changes before and during execution, allowing for immediate updates and safe restarts.
- Introduced a maximum restart limit to prevent infinite loops during tool updates.
- Updated documentation to reflect the new behavior and usage of dynamic tool management.
* refactor(mcpagent): clean up imports and streamline logging
- Removed unused imports and organized existing ones for better clarity in `mcpagent.py`.
- Simplified logging statements for consistency and improved readability.
- Enhanced the overall structure of the code by eliminating unnecessary whitespace.
- Updated unit tests to reflect changes in imports and ensure compatibility with the refactored code.
* feat(mcpagent): enhance agent execution with step tracking and middleware
- Introduced `ModelCallLimitMiddleware` to enforce a maximum number of model calls during agent execution.
- Updated the `_consume_and_return` method to return a tuple of the final result and the number of steps taken.
- Enhanced telemetry tracking to include steps taken and execution time for better performance insights.
- Simplified agent creation logic by integrating middleware directly into the `create_agent` function.
- Improved logging for agent execution details, including steps and tool usage.
* fix(mcpagent): add null check for node output messages extraction
- Updated the MCPAgent to include a null check for `node_output` before attempting to access the "messages" key, preventing potential errors during message extraction.
* minor
* feat(mcpagent): filter out ToolMessage from history
- Updated the MCPAgent to exclude ToolMessage instances from being added to the message history, ensuring that only relevant messages are recorded.
- This change helps maintain a cleaner history by avoiding intermediate tool execution details.
* fix(mcpagent): set max_steps assignment
* ruff
* docs
* e2e tests for agent
* key in tests
* fix manager test and split ci tests
* telemetry off for tests
* fix server manager test
* feat(mcpagent): delegate query streaming to remote agent in remote mode
- recreated functionality to the MCPAgent to yield results from a remote agent when operating in remote mode, enhancing the agent's capability to handle queries efficiently.
* fix: agent unit tests
* Print inputs
* rollback, wrong repo
* fix streaming output
* stricter streaming test
* pass observability callbacks
* fix tests mock
---------
Co-authored-by: pietrozullo <pietro.zullo@gmail.com>
* Check out feat/server/python branch with latest docs
* feat: structure v1
* feat: product navigation
* stubs
* emtpy pages
* feat: home page
* autogenerate docs updated
* side bar on home page with redirects
* theme adaptation of welcome cards
* cleanup logos
* cleanup
* WIP disclosure in Python Server
* feat: add initial documentation and images for MCP server framework
* feat: add TypeScript documentation for mcp agent and mcp client + remove typescript reference from python files
* fix: update sandbox documentation for Python and TypeScript clients
- Adjusted Python sandbox documentation for clarity in API key usage.
- Added a warning in TypeScript documentation indicating that sandbox execution is not yet supported, with a reference to the Python version for users needing this functionality.
* feat: enhance TypeScript SDK documentation with new icons and structured navigation
* fix
* feat: update getting started guide
* refactor: remove sandboxed execution section from TypeScript connection types documentation
- Deleted the Sandboxed Execution section, including installation instructions and characteristics.
- Updated the Choosing the Right Connection Type section to reflect the removal of sandboxed execution details.
* feat: add observability documentation for MCP agents
* feat: add comprehensive documentation for MCP server framework
* feat: expand TypeScript server documentation with new templates, prompts, and UI widgets sections
* fix
* color hover
* remove inspector
* feat: remove claude code review
* fix: broken links
---------
Co-authored-by: Luigi Pederzani <luigipederzani@gmail.com>
Pietro Zullo