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| # Python SDK Examples | ||
| # Python SDK examples | ||
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| This folders aims to provide simple examples of using the Python SDK. Please refer to the | ||
| [servers repository](https://github.com/modelcontextprotocol/servers) | ||
| for real-world servers. | ||
| - [`stories/`](stories/) — **the canonical reference.** One self-verifying | ||
| example per protocol feature, each with its own README. Start with | ||
| [`stories/tools/`](stories/tools/); the [stories README](stories/README.md) | ||
| has the full table and how to run them. | ||
| - [`snippets/`](snippets/) — short extracts embedded into `README.v2.md`. Kept | ||
| minimal and in sync with the top-level README; not intended to be run | ||
| standalone. | ||
| - [`servers/everything-server/`](servers/everything-server/) — the conformance | ||
| target for the cross-SDK | ||
| [conformance suite](https://github.com/modelcontextprotocol/conformance). | ||
| Exercises every server capability in one process. | ||
| - [`mcpserver/`](mcpserver/) — single-file v1-era examples retained for the | ||
| migration guide; superseded by `stories/` and slated for removal. | ||
| - [`clients/`](clients/) and the remaining [`servers/`](servers/) directories | ||
| (`simple-*`, `sse-polling-demo`, `structured-output-lowlevel`) — standalone | ||
| v1-era projects still linked from `README.v2.md`; retained pending | ||
| consolidation into `stories/`. | ||
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| For real-world servers see the | ||
| [servers repository](https://github.com/modelcontextprotocol/servers). |
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| [project] | ||
| name = "mcp-example-stories" | ||
| version = "0.0.0" | ||
| description = "Self-verifying example suite for the MCP Python SDK (dev-only, not published)" | ||
| requires-python = ">=3.10" | ||
| dependencies = [ | ||
| "mcp", | ||
| "tomli>=2.0; python_version < '3.11'", | ||
| ] | ||
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| [build-system] | ||
| requires = ["hatchling"] | ||
| build-backend = "hatchling.build" | ||
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| [tool.hatch.build.targets.wheel] | ||
| packages = ["stories"] | ||
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| # Story examples | ||
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| One feature per folder. Each story is a small, self-verifying program: a | ||
| `server.py` (plus, where the wire contract is worth seeing by hand, a | ||
| `server_lowlevel.py`) and a `client.py` whose `main()` makes assertions and | ||
| exits non-zero on failure. The code you read here is the same code CI runs — | ||
| there is no separate test double. | ||
|
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| ## Canonical shape | ||
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| Every `client.py` starts from this skeleton — copy it, then replace the body | ||
| with the story's assertions: | ||
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| ```python | ||
| """One line: what this client proves.""" | ||
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| from mcp.client import Client | ||
| from stories._harness import Target, run_client | ||
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| async def main(target: Target, *, mode: str = "auto") -> None: | ||
| async with Client(target, mode=mode) as client: | ||
| ... # the story's assertions | ||
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| if __name__ == "__main__": | ||
| run_client(main) | ||
| ``` | ||
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| There are exactly two `main` shapes. A story that opens **one** connection | ||
| takes `main(target: Target, ...)`. A story that opens **more than one** sets | ||
| `multi_connection = true` in [`manifest.toml`](manifest.toml), takes | ||
| `main(targets: TargetFactory, ...)`, and calls `targets()` once per fresh | ||
| connection — a `Client` cannot be re-entered after exit. Nothing else changes | ||
| shape. | ||
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| Story files import from `stories._harness` only these names: `run_client`, | ||
| `target_from_args`, `Target`, `TargetFactory` — plus `AuthBuilder` for the | ||
| auth stories. Everything else a story uses comes from public `mcp.*` modules. | ||
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| The repetition this produces across stories is deliberate, not a refactor | ||
| waiting to happen: each `client.py` is a standalone, compiled doc page, so | ||
| when a public API changes, N red example files flag N doc pages. Don't pull | ||
| the `Client(target, mode=mode)` line (or anything around it) into a shared | ||
| helper. A story that can't be the canonical shape says why in its module | ||
| docstring's first line. | ||
|
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| ## How to read a story | ||
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| Start with the story's README, then `server.py`, then `client.py`. Every | ||
| `client.py` exports `async def main(target, *, mode="auto")` — or | ||
| `main(targets, ...)` for the stories that open more than one connection — and | ||
| constructs the `Client` itself, so the body opens with the one line a client | ||
| example exists to teach: `async with Client(target, mode=mode) as client:`. | ||
| The `run_client(main)` call in the `__main__` block is only argv plumbing | ||
| (stdio vs `--http`, which `mode` to pass); it never hides how the client | ||
| connects. | ||
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| ## Running a story | ||
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| From the repository root: | ||
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| ```bash | ||
| # stdio (default — the client spawns the server as a subprocess) | ||
| uv run python -m stories.tools.client | ||
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| # HTTP, self-hosted — the client spawns the server on a real uvicorn socket on a | ||
| # port it owns, waits for it, runs, then terminates it. Nothing to background or kill. | ||
| uv run python -m stories.tools.client --http | ||
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| # the same self-hosted run against the story's lowlevel-API server variant | ||
| uv run python -m stories.tools.client --http --server server_lowlevel | ||
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| # HTTP against a server you run yourself | ||
| uv run python -m stories.tools.server --http --port 8000 # separate terminal | ||
| uv run python -m stories.tools.client --http http://127.0.0.1:8000/mcp | ||
| ``` | ||
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| `--http` takes two forms. Bare `--http` is the canonical HTTP run — it is | ||
| complete on its own, and it is what every per-story README shows. `--http | ||
| <url>` connects to a server you started yourself; the per-story READMEs spell | ||
| that out only where hosting is the lesson (the HTTP-hosting and auth stories). | ||
| `--server <stem>` swaps in a sibling server module on stdio and on the | ||
| self-hosted `--http` run; with `--http <url>` you already picked the server | ||
| when you started it. The auth stories (`bearer_auth/`, `oauth/`, | ||
| `oauth_client_credentials/`) self-host on their fixed `:8000` instead of a | ||
| free port because their issuer/PRM metadata bake it in — `:8000` must be | ||
| free, and the run refuses to start (rather than silently testing whatever is | ||
| there) if it is not. | ||
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| The full matrix (every story × transport × era × server-variant) runs under | ||
| pytest: | ||
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| ```bash | ||
| uv run --frozen pytest tests/examples/ # everything | ||
| uv run --frozen pytest tests/examples/ -k tools # one story | ||
| ``` | ||
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| [`manifest.toml`](manifest.toml) declares each story's transports, era, status, | ||
| and variants; `tests/examples/` expands it. | ||
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| ## Layout | ||
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| `_hosting.py` adapts a story's `build_server()` / `build_app()` to argv (stdio | ||
| vs `--http` serving); `_harness.py` is the client-side mirror — it picks the | ||
| `target` that `main()` connects to (a stdio subprocess by default, a self-hosted | ||
| HTTP subprocess under bare `--http`, your URL under `--http <url>`). They | ||
| isolate the parts of the SDK's hosting surface | ||
| that are still moving — **don't copy them into your own project**; copy the | ||
| `server.py` / `client.py` bodies instead. `_shared/` holds an in-process OAuth | ||
| authorization server reused by the auth stories. | ||
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| ## Stories | ||
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| The **status** column is the feature's standing in the protocol, from | ||
| [`manifest.toml`](manifest.toml): `current`, `legacy` (a 2025 handshake-era | ||
| mechanism with a 2026-era replacement), or `deprecated` (deprecated by | ||
| SEP-2577; functional through the deprecation window). Each non-`current` story's README | ||
| opens with a banner saying what replaces it. | ||
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| | story | what it shows | status | | ||
| |---|---|---| | ||
| | **— start here —** | | | | ||
| | [`tools`](tools/) | `@mcp.tool()`, schema inference, structured output, annotations | current | | ||
| | [`prompts`](prompts/) | `@mcp.prompt()`, list/get, argument completion | current | | ||
| | [`resources`](resources/) | `@mcp.resource()`, list/read, URI templates | current | | ||
| | [`lifespan`](lifespan/) | startup/shutdown lifespan, per-request state injection | current | | ||
| | [`dual_era`](dual_era/) | one server factory serving both protocol eras; era-neutral accessors | current | | ||
| | **— feature stories —** | | | | ||
| | [`streaming`](streaming/) | progress notifications, in-flight logging, cancellation | current | | ||
| | [`legacy_elicitation`](legacy_elicitation/) | server pauses a tool to ask the user (form + url) via a push request | legacy | | ||
| | [`sampling`](sampling/) | server asks the client's LLM mid-tool (push request) | deprecated | | ||
| | [`stickynotes`](stickynotes/) | capstone: tools mutate state → resources + `list_changed` + elicit guard | current | | ||
| | [`custom_methods`](custom_methods/) | vendor-prefixed JSON-RPC via `add_request_handler` / `send_request` | current | | ||
| | [`schema_validators`](schema_validators/) | tool input schema from pydantic / TypedDict / dataclass / dict | current | | ||
| | [`middleware`](middleware/) | server-side request/response middleware | current | | ||
| | [`parallel_calls`](parallel_calls/) | two clients rendezvous in one tool; per-call progress attribution | current | | ||
| | [`roots`](roots/) | client-declared roots, server reads them via `ctx` | deprecated | | ||
| | [`pagination`](pagination/) | manual cursor loop over list endpoints | current | | ||
| | [`error_handling`](error_handling/) | `is_error` results vs `MCPError`; `ToolError` | current | | ||
| | [`serve_one`](serve_one/) | building a `Connection` by hand and calling `serve_one` directly | current | | ||
| | **— HTTP hosting —** | | | | ||
| | [`stateless_legacy`](stateless_legacy/) | `streamable_http_app(stateless_http=True)`; the one-liner deploy | current | | ||
| | [`json_response`](json_response/) | `json_response=True` mode; raw 2026 POST envelope on the wire | current | | ||
| | [`legacy_routing`](legacy_routing/) | `classify_inbound_request()` era routing in front of a sessionful 1.x deploy | current | | ||
| | [`starlette_mount`](starlette_mount/) | mounting `streamable_http_app()` under a Starlette/FastAPI sub-path | current | | ||
| | [`sse_polling`](sse_polling/) | SEP-1699 `closeSSE()` + `Last-Event-ID` resume via `EventStore` | legacy | | ||
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Check warning on line 147 in examples/stories/README.md
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Contributor
There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. 🟡 The story index table describes Extended reasoning...The issue. Line 147 of What the correct name is. The Python API the How a reader hits it. The index table otherwise uses real Python SDK names in code formatting ( Why nothing catches it. The story suite's checks ( Why this is intentional-looking but still worth fixing. One could argue Impact and fix. Doc-only, no runtime effect. One-word change in the table entry, e.g.: | |
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| | [`standalone_get`](standalone_get/) | server-initiated `list_changed` over the sessionful GET stream | legacy | | ||
| | [`reconnect`](reconnect/) | explicit `discover()`, persist `DiscoverResult`, zero-RTT reconnect | current | | ||
| | [`bearer_auth`](bearer_auth/) | `TokenVerifier` + `AuthSettings` bearer gate, PRM metadata, `get_access_token()` | current | | ||
| | [`oauth`](oauth/) | full `authorization_code` grant against an in-process AS | current | | ||
| | [`oauth_client_credentials`](oauth_client_credentials/) | `client_credentials` grant; minimal in-process token endpoint | current | | ||
| | **— deferred (README only) —** | | | | ||
| | [`caching`](caching/) | `CacheableResult` ttl/scope hints; client honouring | not yet implemented | | ||
| | [`mrtr`](mrtr/) | `InputRequiredResult` round-trip with `requestState` HMAC | not yet implemented — [#2898](https://github.com/modelcontextprotocol/python-sdk/issues/2898) | | ||
| | [`subscriptions`](subscriptions/) | `subscriptions/listen`, `ServerEventBus`, `Client.listen()` | not yet implemented — [#2901](https://github.com/modelcontextprotocol/python-sdk/issues/2901) | | ||
| | [`tasks`](tasks/) | `io.modelcontextprotocol/tasks` extension | not yet implemented | | ||
| | [`apps`](apps/) | MCP Apps: `ui://` resource + `_meta.ui` | not yet implemented — [#2896](https://github.com/modelcontextprotocol/python-sdk/issues/2896) | | ||
| | [`skills`](skills/) | SEP-2640 skills extension | not yet implemented — [#2896](https://github.com/modelcontextprotocol/python-sdk/issues/2896) | | ||
| | [`events`](events/) | `io.modelcontextprotocol/events` extension | not yet implemented | | ||
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| The TypeScript SDK's `repl`, `client-quickstart`, and `server-quickstart` | ||
| examples are intentionally not ported (interactive / external network deps); | ||
| its `hono` example maps to `starlette_mount/`. | ||
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| """Self-verifying example suite for the MCP Python SDK. | ||
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| Each story directory holds a ``server.py`` (and usually ``server_lowlevel.py``) | ||
| plus a ``client.py`` whose ``main(target, *, mode)`` runs against both. | ||
| ``tests/examples/`` drives every story over an in-process matrix. | ||
| """ |
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