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SEP-1686: Tasks #1645
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SEP-1686: Tasks #1645
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Analyzed the official SEP-1686 specification against both the MCP SDK's draft implementation (PR #1645) and FastMCP's current shims. Made corrections to match the spec exactly. **Key changes:** 1. **Removed `error` field** - Spec only defines `statusMessage` for error details. Changed all handlers to use `statusMessage` instead of separate `error` field. 2. **Removed non-spec status values** - Spec defines exactly 5 statuses: `working`, `input_required`, `completed`, `failed`, `cancelled`. Removed FastMCP's `"submitted"` and `"unknown"` extensions. 3. **Non-existent tasks raise errors** - Aligned with SDK behavior: `tasks/get` for non-existent/deleted tasks raises `ValueError` (JSON-RPC error) instead of returning synthetic `status="unknown"`. 4. **Test updates** - Fixed 12+ tests expecting removed statuses. Changed assertions to expect JSON-RPC errors for not-found scenarios. **What stayed the same:** - Client already sends both `task=` (spec-compliant) and `_meta=` (SDK compatibility) - Server monkeypatches work correctly for request params - `createdAt` as ISO 8601 string matches spec (SDK uses datetime but serializes same) - `ttl` field naming confirmed correct in both spec and SDK All 3270 tests passing. FastMCP is now fully aligned with SEP-1686 final specification. Related: modelcontextprotocol/python-sdk#1645 🤖 Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude <[email protected]>
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- Move task handler protocols to experimental/task_handlers.py - Add build_client_tasks_capability() helper to auto-build ClientTasksCapability from handlers - ClientSession now automatically infers tasks capability from provided handlers - Add Resolver class for async result handling in task message queues - Refactor result_handler to use Resolver pattern - Add test for auto-built capabilities from handlers
- Replace 6 individual task handler parameters with single `experimental_task_handlers: ExperimentalTaskHandlers` (keyword-only) - ExperimentalTaskHandlers dataclass groups all handlers and provides: - `build_capability()` - auto-builds ClientTasksCapability from handlers - `handles_request()` - checks if request is task-related - `handle_request()` - dispatches to appropriate handler - Simplify ClientSession._received_request by delegating task requests - Update tests to use new ExperimentalTaskHandlers API
This commit adds working examples for the Tasks SEP demonstrating elicitation and sampling flows, along with supporting infrastructure changes. Examples: - simple-task-interactive server: Exposes confirm_delete (elicitation) and write_haiku (sampling) tools that run as tasks - simple-task-interactive-client: Connects to server, handles callbacks, and demonstrates the correct task result retrieval pattern Key changes: - Move call_tool_as_task() from ClientSession to session.experimental.call_tool_as_task() for API consistency - Add comprehensive tests mirroring the example patterns - Add server-side print outputs for visibility into task execution The critical insight: clients must call get_task_result() to receive elicitation/sampling requests - simply polling get_task() will not trigger the callbacks.
Update ToolExecution.taskSupport values per the latest MCP tasks spec: - "never" → "forbidden" - "always" → "required" - "optional" unchanged Add typed constants TASK_FORBIDDEN, TASK_OPTIONAL, TASK_REQUIRED for consistent usage throughout the codebase instead of hardcoded strings. Update all examples, tests, and documentation to use the new terminology.
This addresses two critical spec compliance gaps:
1. Add `lastUpdatedAt` field to Task model
- Required by spec: ISO 8601 timestamp updated on every status change
- Added to Task model in types.py
- Initialized alongside createdAt in create_task_state()
- Updated in InMemoryTaskStore.update_task() on any change
- Included in all Task responses and notifications
2. Add related-task metadata to tasks/result response
- Per spec: tasks/result MUST include _meta with
io.modelcontextprotocol/related-task containing the taskId
- Required because result structure doesn't contain task ID
- Merges with any existing _meta from stored result
The MCP Tasks spec requires clients to poll tasks/get watching for status changes, then call tasks/result when status becomes input_required to receive elicitation/sampling requests. - Add poll_task() async iterator to ExperimentalClientFeatures that yields status on each poll and respects the server's pollInterval hint - Update simple-task-client to use poll_task() instead of manual loop - Update simple-task-interactive-client to poll first, then call tasks/result on input_required per the spec pattern
This implements the bidirectional task-augmented request pattern where the server can send task-augmented elicitation/sampling requests to the client, and the client can defer processing by returning CreateTaskResult. Key changes: - Add ExperimentalServerSessionFeatures with get_task(), get_task_result(), poll_task(), elicit_as_task(), and create_message_as_task() methods for server→client task operations - Add shared polling utility (poll_until_terminal) used by both client and server to avoid code duplication - Add elicit_as_task() and create_message_as_task() to ServerTaskContext for use inside task-augmented tool calls - Add capability checks for task-augmented elicitation/sampling in ServerSession.check_client_capability() - Add comprehensive tests for all four elicitation scenarios: 1. Normal tool call + normal elicitation 2. Normal tool call + task-augmented elicitation 3. Task-augmented tool call + normal elicitation 4. Task-augmented tool call + task-augmented elicitation The implementation correctly handles the complex bidirectional flow where the server polls the client while the client's tasks/result call is still blocking, waiting for the tool task to complete.
Move all task-related capability checking logic into mcp/shared/experimental/tasks/capabilities.py to keep tasks code isolated from core session code. Changes: - Create capabilities.py with check_tasks_capability() and require_* helpers - Update ServerSession to import and use the shared function - Update ServerTaskContext to use require_* helpers instead of inline checks - Add missing capability checks to ExperimentalServerSessionFeatures This improves code organization and fixes a bug where session.experimental.elicit_as_task() wasn't checking capabilities.
- Add test_capabilities.py with unit tests for all capability checking functions - Add tests for elicit_as_task and create_message_as_task without handler - Add scenario 4 sampling test (task-augmented tool call + task-augmented sampling) - Replace sleep-based polling with event-based synchronization for faster, deterministic tests - Simplify for/else patterns in test code - Add additional check_tasks_capability edge case tests Test coverage improved to 99.94% with 0 missing statements.
This refactoring ensures all sampling and elicitation code paths use consistent validation and support the same features. Sampling changes: - Add shared validation module (mcp/server/validation.py) with validate_sampling_tools() and validate_tool_use_result_messages() - Add tools and tool_choice parameters to all sampling methods: - _build_create_message_request() - ExperimentalServerSessionFeatures.create_message_as_task() - ServerTaskContext.create_message() - ServerTaskContext.create_message_as_task() - Refactor ServerSession.create_message() to use shared validation Elicitation changes: - Rename _build_elicit_request to _build_elicit_form_request for clarity - Add _build_elicit_url_request() for URL mode elicitation - Add ServerTaskContext.elicit_url() so URL elicitation can be used from inside task-augmented tool calls (e.g., for OAuth flows) This fixes a gap where task-augmented code paths were missing: - tools/tool_choice parameters for sampling - URL mode for elicitation
- Add tests for validation.py (check_sampling_tools_capability, validate_sampling_tools, validate_tool_use_result_messages) - Add flow test for elicit_url() in ServerTaskContext - Add pragma no cover comments to defensive _meta checks in builder methods (model_dump never includes _meta with current types) - Fix test code to use assertions instead of conditional branches - Add pragma no branch to polling loops in test scenarios
Extract tool-specific logic into separate handler functions, keeping the call_tool decorator handler simple - it just dispatches based on tool name and returns an error for unknown tools.
- Remove section header comments from test files - Move all inline imports to top of files - Replace hardcoded error codes (-32600) with INVALID_REQUEST constant - Replace arbitrary sleeps with polling loops for deterministic tests - Add pragma no branch to polling conditions that always succeed on first try
…vents - Remove redundant '# Should not raise' comments in test_capabilities.py - Remove redundant '# No handler' comments in test_server_task_context.py - Replace arbitrary sleeps with deterministic event-based synchronization in test_task_result_handler.py (poll for wait events before proceeding)
Completely rewrote the experimental tasks documentation to cover the new simplified API and advanced features: tasks.md (Overview): - Clear task lifecycle diagram - Bidirectional flow explanation (client↔server) - Key concepts (metadata, store, capabilities) - Quick example with new enable_tasks() + run_task() API tasks-server.md (Server Guide): - Quick start with enable_tasks() + run_task() - Tool declaration (TASK_REQUIRED/OPTIONAL/FORBIDDEN) - Status updates and progress - Elicitation within tasks (form and URL modes) - Sampling within tasks - Cancellation support - Custom task stores - HTTP transport example - Testing patterns - Best practices tasks-client.md (Client Guide): - Quick start with poll_task() iterator - Handling input_required status - Elicitation and sampling callbacks - Client as task receiver (advanced) - Client-side task handlers - Error handling patterns - Complete working examples
- Update TaskSession references to ServerTaskContext - Update task_execution() to run_task() - Fix result.taskSupport.taskId to result.task.taskId
Replace NotImplementedError with pass since task requests are handled earlier by _task_handlers. The catch-all satisfies pyright's exhaustiveness check while making it clear these cases are intentionally handled elsewhere.
src/mcp/client/session.py
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| return await responder.respond(types.ClientResult(root=types.EmptyResult())) | ||
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| raise NotImplementedError() |
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do we need this?
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fixed
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Also yes we do unforunately need a pragma here. it's never hit because the list of types is exhausted, but we need a default case otherwise pyright errors
src/mcp/server/session.py
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| def set_task_result_handler(self, handler: ResponseRouter) -> None: |
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all this does is wrap another function, do we need this? can't we just self.add_response_router directly somewhere
src/mcp/server/session.py
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| # ========================================================================= | ||
| # Request builders for task queueing (internal use) | ||
| # ========================================================================= | ||
| # | ||
| # These methods build JSON-RPC requests without sending them. They are used | ||
| # by TaskContext to construct requests that will be queued instead of sent | ||
| # directly, avoiding code duplication between ServerSession and TaskContext. |
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can we please remove
| params=params_data, | ||
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| async def send_message(self, message: SessionMessage) -> None: |
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again just a wrapper, seems kind of redundant
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This is needed as there's no way to access _write_stream externally
src/mcp/shared/context.py
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| meta: RequestParams.Meta | None | ||
| session: SessionT | ||
| lifespan_context: LifespanContextT | ||
| experimental: Any = field(default=None) # Set to Experimental instance by Server |
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this looks a little fishy, should it really be Any or Experimental | None or something?
| self._response_routers = [] | ||
| self._exit_stack = AsyncExitStack() | ||
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| def add_response_router(self, router: ResponseRouter) -> None: |
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another 1 line wrapper
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Hmm what would you recommend instead? I'd rather external code not access private fields and instead provide a way users should use this.
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fair, didn't realize it was being passed through elsewhere
src/mcp/types.py
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| taskId: str | None = None | ||
| """Deprecated: Use the `tasks/cancel` request instead of this notification for task cancellation.""" | ||
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This looks like the typescript thing we had where we had a deprecated field - I think this needs to be removed?
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remove
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removed
tests/client/test_stdio.py
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| Test basic parent-child process cleanup. | ||
| Parent spawns a single child process that writes continuously to a file. | ||
| """ | ||
| return |
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was this necessary to make coverage pass?
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removed
tests/client/test_stdio.py
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| return | ||
| # Create temporary files for each process level | ||
| with tempfile.NamedTemporaryFile(mode="w", delete=False) as f1: | ||
| parent_file = f1.name |
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this looks very strange - why are we returning before a statement
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removed
| - Low-Level Server: low-level-server.md | ||
| - Authorization: authorization.md | ||
| - Testing: testing.md | ||
| - Experimental: |
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looks like we didn't add anything about tasks to the README - should we at least point people to these docs?
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added
- Remove taskId from CancelledNotificationParams (removed in spec PR #1833) - Update requestId docstring with MUST/MUST NOT requirements from spec - Add missing docstrings for TaskMetadata, RelatedTaskMetadata.taskId, and Task.pollInterval to match schema.ts
- Remove set_task_result_handler wrapper method and its test - Remove internal comment block for request builders - Mark add_response_router as experimental in docstring - Add experimental tasks documentation link to README - Add comment explaining why experimental field uses Any type (circular import: mcp.server.__init__ -> fastmcp -> context)
Rename variables in the two demo sections to be more descriptive and avoid reusing the same names, making the example easier to follow.
* Add regression test for stateless request memory cleanup (modelcontextprotocol#1140) * Implement RFC9728 - Support WWW-Authenticate header by MCP client (modelcontextprotocol#1071) * Add streamable HTTP starlette example to Python SDK docs (modelcontextprotocol#1111) * fix markdown error in README in main (modelcontextprotocol#1147) * README - replace code snippets with examples - add lowlevel to snippets (modelcontextprotocol#1150) * README - replace code snippets with examples - streamable http (modelcontextprotocol#1155) * chore: don't allow users to create issues outside the templates (modelcontextprotocol#1163) * Tests(cli): Add coverage for helper functions (modelcontextprotocol#635) * Docs: Update CallToolResult parsing in README (modelcontextprotocol#812) Co-authored-by: Felix Weinberger <[email protected]> * docs: add pre-commit install guide on CONTRIBUTING.md (modelcontextprotocol#995) Co-authored-by: Felix Weinberger <[email protected]> * fix flaky fix-test_streamablehttp_client_resumption test (modelcontextprotocol#1166) * README - replace code snippets with examples -- auth examples (modelcontextprotocol#1164) * Support falling back to OIDC metadata for auth (modelcontextprotocol#1061) * Add CODEOWNERS file for sdk (modelcontextprotocol#1169) * fix flaky test test_88_random_error (modelcontextprotocol#1171) * Make sure `RequestId` is not coerced as `int` (modelcontextprotocol#1178) * Fix: Replace threading.Lock with anyio.Lock for Ray deployment compatibility (modelcontextprotocol#1151) * fix: fix OAuth flow request object handling (modelcontextprotocol#1174) * update codeowners group (modelcontextprotocol#1191) * fix: perform auth server metadata discovery fallbacks on any 4xx (modelcontextprotocol#1193) * server: skip duplicate response on CancelledError (modelcontextprotocol#1153) Co-authored-by: ihrpr <[email protected]> * Unpack settings in FastMCP (modelcontextprotocol#1198) * chore: Remove unused prompt_manager.py file (modelcontextprotocol#1229) Co-authored-by: Tapan Chugh <[email protected]> * Improved supported for ProtectedResourceMetadata (modelcontextprotocol#1235) Co-authored-by: Paul Carleton <[email protected]> * chore: Remove unused variable notification_options (modelcontextprotocol#1238) * Improve README around the Context object (modelcontextprotocol#1203) * fix: allow to pass `list[str]` to `token_endpoint_auth_signing_alg_values_supported` (modelcontextprotocol#1226) * Remove strict validation on `response_modes_supported` member of `OAuthMetadata` (modelcontextprotocol#1243) * Add pyright strict mode on the whole project (modelcontextprotocol#1254) * Consistent casing for default headers Accept and Content-Type (modelcontextprotocol#1263) * Update dependencies and fix type issues (modelcontextprotocol#1268) Co-authored-by: Marcelo Trylesinski <[email protected]> * fix: prevent async generator cleanup errors in StreamableHTTP transport (modelcontextprotocol#1271) Co-authored-by: David Soria Parra <[email protected]> * chore: uncomment .idea/ in .gitignore (modelcontextprotocol#1287) Co-authored-by: Claude <[email protected]> * docs: clarify streamable_http_path configuration when mounting servers (modelcontextprotocol#1172) * feat: Add CORS configuration for browser-based MCP clients (modelcontextprotocol#1059) Co-authored-by: Marcelo Trylesinski <[email protected]> Co-authored-by: Felix Weinberger <[email protected]> * Added Audio to FastMCP (modelcontextprotocol#1130) * fix: avoid uncessary retries in OAuth authenticated requests (modelcontextprotocol#1206) Co-authored-by: Felix Weinberger <[email protected]> * Add PATHEXT to default STDIO env vars in windows (modelcontextprotocol#1256) * fix: error too many values to unpack (expected 2) (modelcontextprotocol#1279) Signed-off-by: San Nguyen <[email protected]> Co-authored-by: Felix Weinberger <[email protected]> Co-authored-by: Felix Weinberger <[email protected]> * SDK Parity: Avoid Parsing Server Response for non-JsonRPCMessage Requests (modelcontextprotocol#1290) * types: Setting default value for method: Literal (modelcontextprotocol#1292) * changes structured temperature to not deadly (modelcontextprotocol#1328) * Update simple-resource example to use non-deprecated read_resource return type (modelcontextprotocol#1331) Co-authored-by: Claude <[email protected]> * docs: Update README to include link to API docs for modelcontextprotocol#1329 (modelcontextprotocol#1330) * Allow ping requests before initialization (modelcontextprotocol#1312) * Python lint: Ruff rules for pylint and code complexity (modelcontextprotocol#525) * Fix context injection for resources and prompts (modelcontextprotocol#1336) * fix(fastmcp): propagate mimeType in resource template list (modelcontextprotocol#1186) Co-authored-by: Felix Weinberger <[email protected]> * fix: allow elicitations accepted without content (modelcontextprotocol#1285) Co-authored-by: Olivier Schiavo <[email protected]> * Use --frozen in pre-commit config (modelcontextprotocol#1375) * Return HTTP 403 for invalid Origin headers (modelcontextprotocol#1353) * Add test for ProtectedResourceMetadataParsing (modelcontextprotocol#1236) Co-authored-by: Paul Carleton <[email protected]> Co-authored-by: Marcelo Trylesinski <[email protected]> Co-authored-by: Felix Weinberger <[email protected]> * Fastmcp logging progress example (modelcontextprotocol#1270) Co-authored-by: Felix Weinberger <[email protected]> * feat: add paginated list decorators for prompts, resources, and tools (modelcontextprotocol#1286) Co-authored-by: Claude <[email protected]> * Remove "unconditionally" from conditional description (modelcontextprotocol#1289) * Use streamable-http consistently in examples (modelcontextprotocol#1389) * feat: Add SDK support for SEP-1034 default values in elicitation schemas (modelcontextprotocol#1337) Co-authored-by: Tapan Chugh <[email protected]> Co-authored-by: Felix Weinberger <[email protected]> * Implementation of SEP 973 - Additional metadata + icons support (modelcontextprotocol#1357) * Add error log for client stdio (modelcontextprotocol#924) Co-authored-by: Your Name <[email protected]> Co-authored-by: Marcelo Trylesinski <[email protected]> Co-authored-by: Felix Weinberger <[email protected]> * Accept additional response_types values from OAuth servers (modelcontextprotocol#1323) * Issue 1379 patch - Fix MCP server OAuth not working with Visual Studio Code and others with extra grant_types (modelcontextprotocol#1380) * Add comprehensive Unicode tests for streamable HTTP transport (modelcontextprotocol#1381) * Update Icon.sizes to use string array format (modelcontextprotocol#1411) * Delete CODEOWNERS to eliminate notification overload (modelcontextprotocol#1413) * fix: fix the system message in simple-chatbot example (modelcontextprotocol#1394) * fix: improve misleading warning for progress callback exceptions (modelcontextprotocol#775) * fix: catch and rethrow SSEError during SSE connection establishment (modelcontextprotocol#975) Co-authored-by: zhangchuanhui <[email protected]> Co-authored-by: Felix Weinberger <[email protected]> * Add icons support for ResourceTemplate (modelcontextprotocol#1412) * Add documentation structure (modelcontextprotocol#1425) * Add documentation about testing (modelcontextprotocol#1426) * Improve OAuth protected resource metadata URL construction per RFC 9728 (modelcontextprotocol#1407) * feat: add ability to remove tools (modelcontextprotocol#1322) Co-authored-by: David Soria Parra <[email protected]> Co-authored-by: Felix Weinberger <[email protected]> Co-authored-by: Max Isbey <[email protected]> Co-authored-by: Claude <[email protected]> * Update README to link to Python SDK documentation (modelcontextprotocol#1430) * fix: update CLAUDE.md to remove auto-addition of reviewers. (modelcontextprotocol#1431) * [client] Implement MCP OAuth scope selection and step-up authorization (modelcontextprotocol#1324) * Handles message type Exception in lowlevel/server.py _handle_message function. Mentioned as TODO on line 528. (modelcontextprotocol#786) Co-authored-by: Felix Weinberger <[email protected]> Co-authored-by: Felix Weinberger <[email protected]> * Fix workspace configuration error with structured_output_lowlevel.py (modelcontextprotocol#1471) Co-authored-by: lorenss-m <[email protected]> * fix: Remove unnecessary constructor from ResourceServerSettings (modelcontextprotocol#1424) Co-authored-by: Felix Weinberger <[email protected]> * feat: add resource annotations support to FastMCP (modelcontextprotocol#1468) * fix: send params as empty object for list methods without cursor (modelcontextprotocol#1453) * fix: Set the Server session initialization state immediately after respond… (modelcontextprotocol#1478) Co-authored-by: Max Isbey <[email protected]> * feat: add tool metadata in FastMCP.tool decorator (modelcontextprotocol#1463) Co-authored-by: Max Isbey <[email protected]> * Make client examples workspaces to reflect package code (modelcontextprotocol#1466) * Expose RequestParams._meta in ClientSession.call_tool (modelcontextprotocol#1231) Co-authored-by: Felix Weinberger <[email protected]> * Allow CallToolResult to be returned directly to support _meta field for OpenAI Apps (modelcontextprotocol#1459) Co-authored-by: Max Isbey <[email protected]> * fix: uv CVE-2025-62518 astral-tokio-tar issue GHSA-j5gw-2vrg-8fgx (modelcontextprotocol#1505) * fix: use proper dependency resolution in CI (modelcontextprotocol#1507) * Upgrade GitHub Actions (modelcontextprotocol#1473) * test: use errno.ENOENT for command not found assertion (modelcontextprotocol#1498) * Replace deprecated dev-dependencies with dependency-groups (modelcontextprotocol#1488) Co-authored-by: Felix Weinberger <[email protected]> Co-authored-by: Felix Weinberger <[email protected]> * update uv to 0.9.5 (modelcontextprotocol#1510) * Relax Accept header requirement for JSON-only responses (modelcontextprotocol#1500) * fix: replace deprecated dev-dependencies in examples/clients (modelcontextprotocol#1518) * fix: Update spec links to new modelcontextprotocol.io location (modelcontextprotocol#1491) * fix: Replace fixed sleep with active server readiness check in SSE tests (modelcontextprotocol#1526) * fix: Replace arbitrary sleeps with active server readiness checks in tests (modelcontextprotocol#1527) Co-authored-by: Claude <[email protected]> * Fix flaky timeout test in test_88_random_error (modelcontextprotocol#1525) * fix: Replace remaining manual server polling with wait_for_server helper (modelcontextprotocol#1529) * Implement RFC 7523 JWT flows (modelcontextprotocol#1247) Co-authored-by: Yann Jouanin <[email protected]> * Fix pyright error and replace wildcard import with explicit imports (modelcontextprotocol#1532) * Fix auth client example URL handling for oauth provider (modelcontextprotocol#1549) * docs: use article "an" before "MCP" instead of "a" (modelcontextprotocol#1558) * Update Starlette to 0.49.1 in uv.lock (modelcontextprotocol#1559) * Fix typo in `ClientSessionGroup` doc string (modelcontextprotocol#1572) * Implement SEP-985: OAuth Protected Resource Metadata discovery fallback (modelcontextprotocol#1548) Co-authored-by: Claude <[email protected]> Co-authored-by: Paul Carleton <[email protected]> * Add --frozen flag to uv run commands in Claude config (modelcontextprotocol#1583) * Add get_server_capabilities() to ClientSession (modelcontextprotocol#1588) * Add everything-server for comprehensive MCP conformance testing (modelcontextprotocol#1587) * Get baseline 100% clean coverage (modelcontextprotocol#1553) * Add end-of-file-fixer pre-commit hook (modelcontextprotocol#1610) * Add coverage baseline commit to git-blame-ignore (modelcontextprotocol#1613) * Add SEP-1034 conformance test support to everything-server (modelcontextprotocol#1604) Co-authored-by: Max Isbey <[email protected]> * refactor: extract OAuth helper functions and simplify provider state (modelcontextprotocol#1586) * Add client_id_metadata_document_supported to OAuthMetadata (modelcontextprotocol#1603) * Fix OAuth discovery fallback and URL ordering (modelcontextprotocol#1624) * Refactor `func_metadata()` implementation (modelcontextprotocol#1496) * Fix CI highest resolution test to actually test highest versions (modelcontextprotocol#1609) * feat: Pass through and expose additional parameters in `ClientSessionGroup.call_tool` and `.connect_to_server` (modelcontextprotocol#1576) * fix get_client_metadata_scopes on 401 (modelcontextprotocol#1631) Co-authored-by: Max Isbey <[email protected]> * chore: Lazy import `jsonschema` library (modelcontextprotocol#1596) Co-authored-by: Max Isbey <[email protected]> * docs: Update examples to use stateless HTTP with JSON responses (modelcontextprotocol#1499) * Add tests for JSON Schema 2020-12 field preservation (SEP-1613) (modelcontextprotocol#1649) * Add client_secret_basic authentication support (modelcontextprotocol#1334) Co-authored-by: Paul Carleton <[email protected]> * Implement SEP-1577 - Sampling With Tools (modelcontextprotocol#1594) Co-authored-by: Felix Weinberger <[email protected]> Co-authored-by: Claude <[email protected]> * SEP-1330: Elicitation Enum Schema Improvements and Standards Compliance (modelcontextprotocol#1246) Co-authored-by: Tapan Chugh <[email protected]> Co-authored-by: Felix Weinberger <[email protected]> Co-authored-by: Felix Weinberger <[email protected]> * [auth][conformance] add conformance auth client (modelcontextprotocol#1640) Co-authored-by: Claude <[email protected]> Co-authored-by: Felix Weinberger <[email protected]> * Implement SEP-986: Tool name validation (modelcontextprotocol#1655) * fix: url for spec (modelcontextprotocol#1659) * feat: implement SEP-991 URL-based client ID (CIMD) support (modelcontextprotocol#1652) Co-authored-by: Claude <[email protected]> Co-authored-by: Felix Weinberger <[email protected]> * Update doc string on custom_route (modelcontextprotocol#1660) * Implement SEP-1036: URL mode elicitation for secure out-of-band interactions (modelcontextprotocol#1580) Co-authored-by: Felix Weinberger <[email protected]> Co-authored-by: Felix Weinberger <[email protected]> * Skip empty SSE data to avoid parsing errors (modelcontextprotocol#1670) * SEP-1686: Tasks (modelcontextprotocol#1645) * Add on_session_created callback option (modelcontextprotocol#1710) * Add SSE polling support (SEP-1699) (modelcontextprotocol#1654) * Support client_credentials flow with JWT and Basic auth (modelcontextprotocol#1663) Co-authored-by: Claude <[email protected]> Co-authored-by: Felix Weinberger <[email protected]> * feat: backwards-compatible create_message overloads for SEP-1577 (modelcontextprotocol#1713) * Merge commit from fork * Auto-enable DNS rebinding protection for localhost servers When a FastMCP server is created with host="127.0.0.1" or "localhost" and no explicit transport_security is provided, automatically enable DNS rebinding protection. Both 127.0.0.1 and localhost are allowed as valid hosts/origins since clients may use either to connect. * Add tests for auto DNS rebinding protection on localhost Tests verify that: - Protection auto-enables for host=127.0.0.1 - Protection auto-enables for host=localhost - Both 127.0.0.1 and localhost are in allowed hosts/origins - Protection does NOT auto-enable for other hosts (e.g., 0.0.0.0) - Explicit transport_security settings are not overridden * Add IPv6 localhost (::1) support for DNS rebinding protection Extend auto-enable DNS rebinding protection to also cover IPv6 localhost. When host="::1", protection is now auto-enabled with appropriate allowed hosts ([::1]:*) and origins (http://[::1]:*). * Fix import ordering in test file * chore: update LATEST_PROTOCOL_VERSION to 2025-11-25 (modelcontextprotocol#1715) * fix: add lifespan context manager to StreamableHTTP mounting examples (modelcontextprotocol#1669) Co-authored-by: TheMailmans <[email protected]> Co-authored-by: Marcelo Trylesinski <[email protected]> * fix: handle ClosedResourceError in StreamableHTTP message router (modelcontextprotocol#1384) Co-authored-by: Max Isbey <[email protected]> Co-authored-by: Marcelo Trylesinski <[email protected]> * fix: skip priming events and close_sse_stream for old protocol versions (modelcontextprotocol#1719) * refactor(auth): remove unused _register_client method (modelcontextprotocol#1748) * [MCP-266] Add tests for Gumloop server extensions * Fix uv workspace config for gumloop-mcp package name * Sync with upstream MCP SDK and fix merge conflicts * Fix tool cache timing and missing properties check in server.py * Fix coverage and add proper type annotations for Gumloop extensions * Version up * Skip README code example tests (Gumloop README has no code snippets) --------- Signed-off-by: San Nguyen <[email protected]> Co-authored-by: Felix Weinberger <[email protected]> Co-authored-by: yurikunash <[email protected]> Co-authored-by: Pamela Fox <[email protected]> Co-authored-by: Inna Harper <[email protected]> Co-authored-by: Marcelo Trylesinski <[email protected]> Co-authored-by: Ian Davenport <[email protected]> Co-authored-by: Dagang Wei <[email protected]> Co-authored-by: Felix Weinberger <[email protected]> Co-authored-by: Stanley Law <[email protected]> Co-authored-by: Luca Chang <[email protected]> Co-authored-by: leweng <[email protected]> Co-authored-by: Clare Liguori <[email protected]> Co-authored-by: lukacf <[email protected]> Co-authored-by: ihrpr <[email protected]> Co-authored-by: Tapan Chugh <[email protected]> Co-authored-by: Tapan Chugh <[email protected]> Co-authored-by: Yann Jouanin <[email protected]> Co-authored-by: Paul Carleton <[email protected]> Co-authored-by: Sreenath Somarajapuram <[email protected]> Co-authored-by: Omer Korner <[email protected]> Co-authored-by: joesavage-silabs <[email protected]> Co-authored-by: Gregory L <[email protected]> Co-authored-by: David Soria Parra <[email protected]> Co-authored-by: Moustapha Ebnou <[email protected]> Co-authored-by: Max Isbey <[email protected]> Co-authored-by: Claude <[email protected]> Co-authored-by: Jerome <[email protected]> Co-authored-by: xavier <[email protected]> Co-authored-by: keurcien <[email protected]> Co-authored-by: Tim Esler <[email protected]> Co-authored-by: San Nguyen <[email protected]> Co-authored-by: Justin Wang <[email protected]> Co-authored-by: jess <[email protected]> Co-authored-by: Peter Alexander <[email protected]> Co-authored-by: Reid Geyer <[email protected]> Co-authored-by: Eleftheria Stein-Kousathana <[email protected]> Co-authored-by: Christian Clauss <[email protected]> Co-authored-by: pchoudhury22 <[email protected]> Co-authored-by: owengo <[email protected]> Co-authored-by: Olivier Schiavo <[email protected]> Co-authored-by: Steve Billings <[email protected]> Co-authored-by: Mike Salvatore <[email protected]> Co-authored-by: pengwa <[email protected]> Co-authored-by: Your Name <[email protected]> Co-authored-by: Jon Shea <[email protected]> Co-authored-by: automaton82 <[email protected]> Co-authored-by: Yukuan Jia <[email protected]> Co-authored-by: Lorenzo <[email protected]> Co-authored-by: ZhangChuanhui <[email protected]> Co-authored-by: zhangchuanhui <[email protected]> Co-authored-by: Marcus Shu <[email protected]> Co-authored-by: Brandon Wu <[email protected]> Co-authored-by: Dogacan Colak <[email protected]> Co-authored-by: AishwaryaKalloli <[email protected]> Co-authored-by: lorenss-m <[email protected]> Co-authored-by: Rocky Haotian Du <[email protected]> Co-authored-by: Fenn Bailey <[email protected]> Co-authored-by: daamitt <[email protected]> Co-authored-by: Mat Leonard <[email protected]> Co-authored-by: Samuel Felipe Chenatti <[email protected]> Co-authored-by: Brandon Shar <[email protected]> Co-authored-by: mingo007 <[email protected]> Co-authored-by: adam jones <[email protected]> Co-authored-by: Yann Jouanin <[email protected]> Co-authored-by: Koichi ITO <[email protected]> Co-authored-by: Cole Murray <[email protected]> Co-authored-by: inaku <[email protected]> Co-authored-by: Chris Coutinho <[email protected]> Co-authored-by: Paul Carleton <[email protected]> Co-authored-by: Camila Rondinini <[email protected]> Co-authored-by: Victorien <[email protected]> Co-authored-by: Andrii Blyzniuk <[email protected]> Co-authored-by: Liang Wu <[email protected]> Co-authored-by: adam jones <[email protected]> Co-authored-by: Olivier Chafik <[email protected]> Co-authored-by: Tyler Mailman <[email protected]> Co-authored-by: TheMailmans <[email protected]> Co-authored-by: Edison <[email protected]>
* Add regression test for stateless request memory cleanup (modelcontextprotocol#1140) * Implement RFC9728 - Support WWW-Authenticate header by MCP client (modelcontextprotocol#1071) * Add streamable HTTP starlette example to Python SDK docs (modelcontextprotocol#1111) * fix markdown error in README in main (modelcontextprotocol#1147) * README - replace code snippets with examples - add lowlevel to snippets (modelcontextprotocol#1150) * README - replace code snippets with examples - streamable http (modelcontextprotocol#1155) * chore: don't allow users to create issues outside the templates (modelcontextprotocol#1163) * Tests(cli): Add coverage for helper functions (modelcontextprotocol#635) * Docs: Update CallToolResult parsing in README (modelcontextprotocol#812) Co-authored-by: Felix Weinberger <[email protected]> * docs: add pre-commit install guide on CONTRIBUTING.md (modelcontextprotocol#995) Co-authored-by: Felix Weinberger <[email protected]> * fix flaky fix-test_streamablehttp_client_resumption test (modelcontextprotocol#1166) * README - replace code snippets with examples -- auth examples (modelcontextprotocol#1164) * Support falling back to OIDC metadata for auth (modelcontextprotocol#1061) * Add CODEOWNERS file for sdk (modelcontextprotocol#1169) * fix flaky test test_88_random_error (modelcontextprotocol#1171) * Make sure `RequestId` is not coerced as `int` (modelcontextprotocol#1178) * Fix: Replace threading.Lock with anyio.Lock for Ray deployment compatibility (modelcontextprotocol#1151) * fix: fix OAuth flow request object handling (modelcontextprotocol#1174) * update codeowners group (modelcontextprotocol#1191) * fix: perform auth server metadata discovery fallbacks on any 4xx (modelcontextprotocol#1193) * server: skip duplicate response on CancelledError (modelcontextprotocol#1153) Co-authored-by: ihrpr <[email protected]> * Unpack settings in FastMCP (modelcontextprotocol#1198) * chore: Remove unused prompt_manager.py file (modelcontextprotocol#1229) Co-authored-by: Tapan Chugh <[email protected]> * Improved supported for ProtectedResourceMetadata (modelcontextprotocol#1235) Co-authored-by: Paul Carleton <[email protected]> * chore: Remove unused variable notification_options (modelcontextprotocol#1238) * Improve README around the Context object (modelcontextprotocol#1203) * fix: allow to pass `list[str]` to `token_endpoint_auth_signing_alg_values_supported` (modelcontextprotocol#1226) * Remove strict validation on `response_modes_supported` member of `OAuthMetadata` (modelcontextprotocol#1243) * Add pyright strict mode on the whole project (modelcontextprotocol#1254) * Consistent casing for default headers Accept and Content-Type (modelcontextprotocol#1263) * Update dependencies and fix type issues (modelcontextprotocol#1268) Co-authored-by: Marcelo Trylesinski <[email protected]> * fix: prevent async generator cleanup errors in StreamableHTTP transport (modelcontextprotocol#1271) Co-authored-by: David Soria Parra <[email protected]> * chore: uncomment .idea/ in .gitignore (modelcontextprotocol#1287) Co-authored-by: Claude <[email protected]> * docs: clarify streamable_http_path configuration when mounting servers (modelcontextprotocol#1172) * feat: Add CORS configuration for browser-based MCP clients (modelcontextprotocol#1059) Co-authored-by: Marcelo Trylesinski <[email protected]> Co-authored-by: Felix Weinberger <[email protected]> * Added Audio to FastMCP (modelcontextprotocol#1130) * fix: avoid uncessary retries in OAuth authenticated requests (modelcontextprotocol#1206) Co-authored-by: Felix Weinberger <[email protected]> * Add PATHEXT to default STDIO env vars in windows (modelcontextprotocol#1256) * fix: error too many values to unpack (expected 2) (modelcontextprotocol#1279) Signed-off-by: San Nguyen <[email protected]> Co-authored-by: Felix Weinberger <[email protected]> Co-authored-by: Felix Weinberger <[email protected]> * SDK Parity: Avoid Parsing Server Response for non-JsonRPCMessage Requests (modelcontextprotocol#1290) * types: Setting default value for method: Literal (modelcontextprotocol#1292) * changes structured temperature to not deadly (modelcontextprotocol#1328) * Update simple-resource example to use non-deprecated read_resource return type (modelcontextprotocol#1331) Co-authored-by: Claude <[email protected]> * docs: Update README to include link to API docs for modelcontextprotocol#1329 (modelcontextprotocol#1330) * Allow ping requests before initialization (modelcontextprotocol#1312) * Python lint: Ruff rules for pylint and code complexity (modelcontextprotocol#525) * Fix context injection for resources and prompts (modelcontextprotocol#1336) * fix(fastmcp): propagate mimeType in resource template list (modelcontextprotocol#1186) Co-authored-by: Felix Weinberger <[email protected]> * fix: allow elicitations accepted without content (modelcontextprotocol#1285) Co-authored-by: Olivier Schiavo <[email protected]> * Use --frozen in pre-commit config (modelcontextprotocol#1375) * Return HTTP 403 for invalid Origin headers (modelcontextprotocol#1353) * Add test for ProtectedResourceMetadataParsing (modelcontextprotocol#1236) Co-authored-by: Paul Carleton <[email protected]> Co-authored-by: Marcelo Trylesinski <[email protected]> Co-authored-by: Felix Weinberger <[email protected]> * Fastmcp logging progress example (modelcontextprotocol#1270) Co-authored-by: Felix Weinberger <[email protected]> * feat: add paginated list decorators for prompts, resources, and tools (modelcontextprotocol#1286) Co-authored-by: Claude <[email protected]> * Remove "unconditionally" from conditional description (modelcontextprotocol#1289) * Use streamable-http consistently in examples (modelcontextprotocol#1389) * feat: Add SDK support for SEP-1034 default values in elicitation schemas (modelcontextprotocol#1337) Co-authored-by: Tapan Chugh <[email protected]> Co-authored-by: Felix Weinberger <[email protected]> * Implementation of SEP 973 - Additional metadata + icons support (modelcontextprotocol#1357) * Add error log for client stdio (modelcontextprotocol#924) Co-authored-by: Your Name <[email protected]> Co-authored-by: Marcelo Trylesinski <[email protected]> Co-authored-by: Felix Weinberger <[email protected]> * Accept additional response_types values from OAuth servers (modelcontextprotocol#1323) * Issue 1379 patch - Fix MCP server OAuth not working with Visual Studio Code and others with extra grant_types (modelcontextprotocol#1380) * Add comprehensive Unicode tests for streamable HTTP transport (modelcontextprotocol#1381) * Update Icon.sizes to use string array format (modelcontextprotocol#1411) * Delete CODEOWNERS to eliminate notification overload (modelcontextprotocol#1413) * fix: fix the system message in simple-chatbot example (modelcontextprotocol#1394) * fix: improve misleading warning for progress callback exceptions (modelcontextprotocol#775) * fix: catch and rethrow SSEError during SSE connection establishment (modelcontextprotocol#975) Co-authored-by: zhangchuanhui <[email protected]> Co-authored-by: Felix Weinberger <[email protected]> * Add icons support for ResourceTemplate (modelcontextprotocol#1412) * Add documentation structure (modelcontextprotocol#1425) * Add documentation about testing (modelcontextprotocol#1426) * Improve OAuth protected resource metadata URL construction per RFC 9728 (modelcontextprotocol#1407) * feat: add ability to remove tools (modelcontextprotocol#1322) Co-authored-by: David Soria Parra <[email protected]> Co-authored-by: Felix Weinberger <[email protected]> Co-authored-by: Max Isbey <[email protected]> Co-authored-by: Claude <[email protected]> * Update README to link to Python SDK documentation (modelcontextprotocol#1430) * fix: update CLAUDE.md to remove auto-addition of reviewers. (modelcontextprotocol#1431) * [client] Implement MCP OAuth scope selection and step-up authorization (modelcontextprotocol#1324) * Handles message type Exception in lowlevel/server.py _handle_message function. Mentioned as TODO on line 528. (modelcontextprotocol#786) Co-authored-by: Felix Weinberger <[email protected]> Co-authored-by: Felix Weinberger <[email protected]> * Fix workspace configuration error with structured_output_lowlevel.py (modelcontextprotocol#1471) Co-authored-by: lorenss-m <[email protected]> * fix: Remove unnecessary constructor from ResourceServerSettings (modelcontextprotocol#1424) Co-authored-by: Felix Weinberger <[email protected]> * feat: add resource annotations support to FastMCP (modelcontextprotocol#1468) * fix: send params as empty object for list methods without cursor (modelcontextprotocol#1453) * fix: Set the Server session initialization state immediately after respond… (modelcontextprotocol#1478) Co-authored-by: Max Isbey <[email protected]> * feat: add tool metadata in FastMCP.tool decorator (modelcontextprotocol#1463) Co-authored-by: Max Isbey <[email protected]> * Make client examples workspaces to reflect package code (modelcontextprotocol#1466) * Expose RequestParams._meta in ClientSession.call_tool (modelcontextprotocol#1231) Co-authored-by: Felix Weinberger <[email protected]> * Allow CallToolResult to be returned directly to support _meta field for OpenAI Apps (modelcontextprotocol#1459) Co-authored-by: Max Isbey <[email protected]> * fix: uv CVE-2025-62518 astral-tokio-tar issue GHSA-j5gw-2vrg-8fgx (modelcontextprotocol#1505) * fix: use proper dependency resolution in CI (modelcontextprotocol#1507) * Upgrade GitHub Actions (modelcontextprotocol#1473) * test: use errno.ENOENT for command not found assertion (modelcontextprotocol#1498) * Replace deprecated dev-dependencies with dependency-groups (modelcontextprotocol#1488) Co-authored-by: Felix Weinberger <[email protected]> Co-authored-by: Felix Weinberger <[email protected]> * update uv to 0.9.5 (modelcontextprotocol#1510) * Relax Accept header requirement for JSON-only responses (modelcontextprotocol#1500) * fix: replace deprecated dev-dependencies in examples/clients (modelcontextprotocol#1518) * fix: Update spec links to new modelcontextprotocol.io location (modelcontextprotocol#1491) * fix: Replace fixed sleep with active server readiness check in SSE tests (modelcontextprotocol#1526) * fix: Replace arbitrary sleeps with active server readiness checks in tests (modelcontextprotocol#1527) Co-authored-by: Claude <[email protected]> * Fix flaky timeout test in test_88_random_error (modelcontextprotocol#1525) * fix: Replace remaining manual server polling with wait_for_server helper (modelcontextprotocol#1529) * Implement RFC 7523 JWT flows (modelcontextprotocol#1247) Co-authored-by: Yann Jouanin <[email protected]> * Fix pyright error and replace wildcard import with explicit imports (modelcontextprotocol#1532) * Fix auth client example URL handling for oauth provider (modelcontextprotocol#1549) * docs: use article "an" before "MCP" instead of "a" (modelcontextprotocol#1558) * Update Starlette to 0.49.1 in uv.lock (modelcontextprotocol#1559) * Fix typo in `ClientSessionGroup` doc string (modelcontextprotocol#1572) * Implement SEP-985: OAuth Protected Resource Metadata discovery fallback (modelcontextprotocol#1548) Co-authored-by: Claude <[email protected]> Co-authored-by: Paul Carleton <[email protected]> * Add --frozen flag to uv run commands in Claude config (modelcontextprotocol#1583) * Add get_server_capabilities() to ClientSession (modelcontextprotocol#1588) * Add everything-server for comprehensive MCP conformance testing (modelcontextprotocol#1587) * Get baseline 100% clean coverage (modelcontextprotocol#1553) * Add end-of-file-fixer pre-commit hook (modelcontextprotocol#1610) * Add coverage baseline commit to git-blame-ignore (modelcontextprotocol#1613) * Add SEP-1034 conformance test support to everything-server (modelcontextprotocol#1604) Co-authored-by: Max Isbey <[email protected]> * refactor: extract OAuth helper functions and simplify provider state (modelcontextprotocol#1586) * Add client_id_metadata_document_supported to OAuthMetadata (modelcontextprotocol#1603) * Fix OAuth discovery fallback and URL ordering (modelcontextprotocol#1624) * Refactor `func_metadata()` implementation (modelcontextprotocol#1496) * Fix CI highest resolution test to actually test highest versions (modelcontextprotocol#1609) * feat: Pass through and expose additional parameters in `ClientSessionGroup.call_tool` and `.connect_to_server` (modelcontextprotocol#1576) * fix get_client_metadata_scopes on 401 (modelcontextprotocol#1631) Co-authored-by: Max Isbey <[email protected]> * chore: Lazy import `jsonschema` library (modelcontextprotocol#1596) Co-authored-by: Max Isbey <[email protected]> * docs: Update examples to use stateless HTTP with JSON responses (modelcontextprotocol#1499) * Add tests for JSON Schema 2020-12 field preservation (SEP-1613) (modelcontextprotocol#1649) * Add client_secret_basic authentication support (modelcontextprotocol#1334) Co-authored-by: Paul Carleton <[email protected]> * Implement SEP-1577 - Sampling With Tools (modelcontextprotocol#1594) Co-authored-by: Felix Weinberger <[email protected]> Co-authored-by: Claude <[email protected]> * SEP-1330: Elicitation Enum Schema Improvements and Standards Compliance (modelcontextprotocol#1246) Co-authored-by: Tapan Chugh <[email protected]> Co-authored-by: Felix Weinberger <[email protected]> Co-authored-by: Felix Weinberger <[email protected]> * [auth][conformance] add conformance auth client (modelcontextprotocol#1640) Co-authored-by: Claude <[email protected]> Co-authored-by: Felix Weinberger <[email protected]> * Implement SEP-986: Tool name validation (modelcontextprotocol#1655) * fix: url for spec (modelcontextprotocol#1659) * feat: implement SEP-991 URL-based client ID (CIMD) support (modelcontextprotocol#1652) Co-authored-by: Claude <[email protected]> Co-authored-by: Felix Weinberger <[email protected]> * Update doc string on custom_route (modelcontextprotocol#1660) * Implement SEP-1036: URL mode elicitation for secure out-of-band interactions (modelcontextprotocol#1580) Co-authored-by: Felix Weinberger <[email protected]> Co-authored-by: Felix Weinberger <[email protected]> * Skip empty SSE data to avoid parsing errors (modelcontextprotocol#1670) * SEP-1686: Tasks (modelcontextprotocol#1645) * Add on_session_created callback option (modelcontextprotocol#1710) * Add SSE polling support (SEP-1699) (modelcontextprotocol#1654) * Support client_credentials flow with JWT and Basic auth (modelcontextprotocol#1663) Co-authored-by: Claude <[email protected]> Co-authored-by: Felix Weinberger <[email protected]> * feat: backwards-compatible create_message overloads for SEP-1577 (modelcontextprotocol#1713) * Merge commit from fork * Auto-enable DNS rebinding protection for localhost servers When a FastMCP server is created with host="127.0.0.1" or "localhost" and no explicit transport_security is provided, automatically enable DNS rebinding protection. Both 127.0.0.1 and localhost are allowed as valid hosts/origins since clients may use either to connect. * Add tests for auto DNS rebinding protection on localhost Tests verify that: - Protection auto-enables for host=127.0.0.1 - Protection auto-enables for host=localhost - Both 127.0.0.1 and localhost are in allowed hosts/origins - Protection does NOT auto-enable for other hosts (e.g., 0.0.0.0) - Explicit transport_security settings are not overridden * Add IPv6 localhost (::1) support for DNS rebinding protection Extend auto-enable DNS rebinding protection to also cover IPv6 localhost. When host="::1", protection is now auto-enabled with appropriate allowed hosts ([::1]:*) and origins (http://[::1]:*). * Fix import ordering in test file * chore: update LATEST_PROTOCOL_VERSION to 2025-11-25 (modelcontextprotocol#1715) * fix: add lifespan context manager to StreamableHTTP mounting examples (modelcontextprotocol#1669) Co-authored-by: TheMailmans <[email protected]> Co-authored-by: Marcelo Trylesinski <[email protected]> * fix: handle ClosedResourceError in StreamableHTTP message router (modelcontextprotocol#1384) Co-authored-by: Max Isbey <[email protected]> Co-authored-by: Marcelo Trylesinski <[email protected]> * fix: skip priming events and close_sse_stream for old protocol versions (modelcontextprotocol#1719) * refactor(auth): remove unused _register_client method (modelcontextprotocol#1748) * [MCP-266] Add tests for Gumloop server extensions * Fix uv workspace config for gumloop-mcp package name * Sync with upstream MCP SDK and fix merge conflicts * Fix tool cache timing and missing properties check in server.py * Fix coverage and add proper type annotations for Gumloop extensions * Version up * Skip README code example tests (Gumloop README has no code snippets) * Support gumloop and mcp outptuschema * Add publish tools to dev dependencies and update README for uv --------- Signed-off-by: San Nguyen <[email protected]> Co-authored-by: Felix Weinberger <[email protected]> Co-authored-by: yurikunash <[email protected]> Co-authored-by: Pamela Fox <[email protected]> Co-authored-by: Inna Harper <[email protected]> Co-authored-by: Marcelo Trylesinski <[email protected]> Co-authored-by: Ian Davenport <[email protected]> Co-authored-by: Dagang Wei <[email protected]> Co-authored-by: Felix Weinberger <[email protected]> Co-authored-by: Stanley Law <[email protected]> Co-authored-by: Luca Chang <[email protected]> Co-authored-by: leweng <[email protected]> Co-authored-by: Clare Liguori <[email protected]> Co-authored-by: lukacf <[email protected]> Co-authored-by: ihrpr <[email protected]> Co-authored-by: Tapan Chugh <[email protected]> Co-authored-by: Tapan Chugh <[email protected]> Co-authored-by: Yann Jouanin <[email protected]> Co-authored-by: Paul Carleton <[email protected]> Co-authored-by: Sreenath Somarajapuram <[email protected]> Co-authored-by: Omer Korner <[email protected]> Co-authored-by: joesavage-silabs <[email protected]> Co-authored-by: Gregory L <[email protected]> Co-authored-by: David Soria Parra <[email protected]> Co-authored-by: Moustapha Ebnou <[email protected]> Co-authored-by: Max Isbey <[email protected]> Co-authored-by: Claude <[email protected]> Co-authored-by: Jerome <[email protected]> Co-authored-by: xavier <[email protected]> Co-authored-by: keurcien <[email protected]> Co-authored-by: Tim Esler <[email protected]> Co-authored-by: San Nguyen <[email protected]> Co-authored-by: Justin Wang <[email protected]> Co-authored-by: jess <[email protected]> Co-authored-by: Peter Alexander <[email protected]> Co-authored-by: Reid Geyer <[email protected]> Co-authored-by: Eleftheria Stein-Kousathana <[email protected]> Co-authored-by: Christian Clauss <[email protected]> Co-authored-by: pchoudhury22 <[email protected]> Co-authored-by: owengo <[email protected]> Co-authored-by: Olivier Schiavo <[email protected]> Co-authored-by: Steve Billings <[email protected]> Co-authored-by: Mike Salvatore <[email protected]> Co-authored-by: pengwa <[email protected]> Co-authored-by: Your Name <[email protected]> Co-authored-by: Jon Shea <[email protected]> Co-authored-by: automaton82 <[email protected]> Co-authored-by: Yukuan Jia <[email protected]> Co-authored-by: Lorenzo <[email protected]> Co-authored-by: ZhangChuanhui <[email protected]> Co-authored-by: zhangchuanhui <[email protected]> Co-authored-by: Marcus Shu <[email protected]> Co-authored-by: Brandon Wu <[email protected]> Co-authored-by: Dogacan Colak <[email protected]> Co-authored-by: AishwaryaKalloli <[email protected]> Co-authored-by: lorenss-m <[email protected]> Co-authored-by: Rocky Haotian Du <[email protected]> Co-authored-by: Fenn Bailey <[email protected]> Co-authored-by: daamitt <[email protected]> Co-authored-by: Mat Leonard <[email protected]> Co-authored-by: Samuel Felipe Chenatti <[email protected]> Co-authored-by: Brandon Shar <[email protected]> Co-authored-by: mingo007 <[email protected]> Co-authored-by: adam jones <[email protected]> Co-authored-by: Yann Jouanin <[email protected]> Co-authored-by: Koichi ITO <[email protected]> Co-authored-by: Cole Murray <[email protected]> Co-authored-by: inaku <[email protected]> Co-authored-by: Chris Coutinho <[email protected]> Co-authored-by: Paul Carleton <[email protected]> Co-authored-by: Camila Rondinini <[email protected]> Co-authored-by: Victorien <[email protected]> Co-authored-by: Andrii Blyzniuk <[email protected]> Co-authored-by: Liang Wu <[email protected]> Co-authored-by: adam jones <[email protected]> Co-authored-by: Olivier Chafik <[email protected]> Co-authored-by: Tyler Mailman <[email protected]> Co-authored-by: TheMailmans <[email protected]> Co-authored-by: Edison <[email protected]> Co-authored-by: dvlpjrs <[email protected]>
SEP-1686: Tasks Implementation
This PR implements the experimental Tasks feature from the MCP specification, enabling asynchronous request handling with polling-based result retrieval.
Summary
Tasks allow servers to handle long-running operations asynchronously. Instead of blocking until completion, the server creates a task, returns immediately, and the client polls for status and retrieves results when ready.
Key Features
Server-side:
server.experimental.enable_tasks()- One-line setup that registers all task handlersctx.experimental.run_task(work)- Simplified pattern for spawning background workServerTaskContextwithelicit(),elicit_url(),create_message()for user interactionTaskStoreinterface for production deploymentsClient-side:
session.experimental.call_tool_as_task()- Call tools with task augmentationsession.experimental.poll_task()- Async iterator for polling until terminal statesession.experimental.get_task_result()- Retrieve final resultsExperimentalTaskHandlers- Handle task-augmented requests from serversBidirectional Flow:
Implementation Details
Core Components
TaskStoreInMemoryTaskStoreTaskMessageQueuetasks/resultTaskResultHandlertasks/resultwith dequeue-send-wait patternServerTaskContextExperimentalServerSessionFeaturesExperimentalClientFeaturesTask Lifecycle
Validation
mcp/server/validation.py) for sampling tools and message structuremcp/shared/experimental/tasks/capabilities.pyTesting
Documentation
Comprehensive documentation rewritten from scratch:
docs/experimental/tasks.md- Overview, lifecycle, conceptsdocs/experimental/tasks-server.md- Server implementation guidedocs/experimental/tasks-client.md- Client usage guideExamples
Two example servers demonstrating tasks:
examples/servers/simple-task/- Basic task with status updatesexamples/servers/simple-task-interactive/- Tasks with elicitation and samplingBreaking Changes
None - all task functionality is under the
experimentalnamespace.Types of changes
Checklist