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Add Skills extension
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Add Skills extension
#3485
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a4c6ae3
Add SEP-2640 protocol types and validation
573fc06
Add SEP-2640 server support
0cc8dbc
Add SEP-2640 client support
0729d95
Document SEP-2640 Python SDK support
3a3725b
Strengthen SEP-2640 validation test coverage
d31511c
Rename skill resource-URI validator for clarity
c00a1e7
Extract parallel directory-URI validator in Skills handlers
b4edd53
Pin the skill-name grammar rejection cases
b845490
Fix documentation accuracy in the Skills guide
2f363d5
Add end-to-end dynamic-skill and cursor-resume client tests
1adba1d
Report Skills handler-output faults as INTERNAL_ERROR, not INVALID_PA…
70493de
Reject directory-shaped skill resource URIs and dot-segment directory…
38706c1
Seed the pagination cursor and preserve request _meta across skills p…
f1d2920
Correct Skills docs on read_skill_uri return type and verify on dynam…
63254f8
Construct ListSkillsParams _meta via model_validate in the skills cli…
7e32fc9
Test that request _meta is camelCase on the wire and snake_case to a …
473804e
Empty commit to re-trigger CI after a transient PyPI network flake
a2e49d5
empty coomit to re-trigger ci check
071ad0e
added changes for cache-attributes and its tests
6972162
Merge branch 'main' into sep-2640-python-sdk-support
vijaydeepsinha e90e294
Merge branch 'main' into sep-2640-python-sdk-support
vijaydeepsinha cde5cff
incorporated review comments and defined skills as extensions
1ddace7
removed restriction to allow only 512 files and 16 mb for each skill,…
488e706
removed separate skill validations as per review suggestion
7ca165a
re validate the outbound payload for mutation
662ce93
modified the docs and added check for de-dup across pages
083a5dc
relaxed the de-dup failure
12957be
removed extra logging and extra exports
03e24f0
Merge branch 'main' into sep-2640-python-sdk-support
vijaydeepsinha 01e5234
Merge branch 'main' into sep-2640-python-sdk-support
vijaydeepsinha 3f45540
Expose typed client extension APIs and tighten Skills validation
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,138 @@ | ||
| # Skills | ||
|
|
||
| [SEP-2640](https://github.com/modelcontextprotocol/modelcontextprotocol/pull/2640) defines a | ||
| convention for serving [Agent Skills](https://agentskills.io/) over MCP. A skill is just a | ||
| directory of files — at minimum a `SKILL.md` with YAML frontmatter — that you expose as ordinary | ||
| MCP resources, conventionally under a `skill://` URI. | ||
|
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| A server enumerates its skills with `skills/list`, answers for any single one by URI with | ||
| `skills/get`, and — optionally — lists a directory's direct children with | ||
| `resources/directory/read`. | ||
|
|
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| The SDK ships this as the built-in `Skills` extension (`io.modelcontextprotocol/skills`). There's | ||
| one on the server side and one on the client side. If [Extensions](extensions.md) are new to you, | ||
| skim that page first. | ||
|
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| !!! info | ||
| `Skills` gives you the **protocol** primitives: request/response handling, capability | ||
| advertisement, and SEP-2640 conformance validation. | ||
|
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| It does **not** discover, read, or hash skills from a filesystem. You supply handlers that | ||
| answer from wherever your catalog actually lives — a database, a generated index, an in-memory | ||
| list, or a directory you walk yourself — and you serve each skill's files as ordinary resources | ||
| through `MCPServer.add_resource` or an `@mcp.resource(...)` template handler. | ||
|
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| ## Serving a skill | ||
|
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| Here's a server that serves one skill: | ||
|
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| ```python title="server.py" hl_lines="31-41 44-51 55" | ||
| --8<-- "docs_src/skills/tutorial001.py" | ||
| ``` | ||
|
|
||
| There are three moves here: | ||
|
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| * `Skill(uri=..., frontmatter=..., resources=[...])` is one entry. It has the same shape whether it | ||
| comes back from `skills/list` or `skills/get`. `resources` is the skill's complete file | ||
| manifest — every file, `SKILL.md` included, each with a `sha256:...` digest and byte size — or | ||
| the string `"dynamic"` for content generated on demand. | ||
| * `list_skills` and `get_skill` are plain async callables, invoked once per request. `get_skill` | ||
| **must** answer for a skill even if your `list_skills` left it out — SEP-2640 requires a server | ||
| to answer by URI for every skill it serves, listed or not. | ||
| * `mcp.add_resource(TextResource(uri=SKILL_URI, ...))` registers the skill's actual file content, | ||
| served through the SDK's ordinary resource machinery. `Skills` never reads or writes resource | ||
| content itself. | ||
|
|
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| And that's it. `Skills(list_skills=..., get_skill=...)` is all a server needs; | ||
| `resources/directory/read` is optional (more on that below). | ||
|
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| ## Fetching a skill | ||
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| On the client side, `Skills` is a [`ClientExtension`](extensions.md). You register it the same way | ||
| you register any other one — by passing it to `Client(extensions=[...])` — and then call `extension` to | ||
| get the verbs tied to that connection: | ||
|
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| ```python title="client.py" hl_lines="9-11" | ||
| --8<-- "docs_src/skills/tutorial001_client.py" | ||
| ``` | ||
|
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||
| `client.extension(Skills)` hands you a `BoundSkills`, and its methods are the SEP-2640 verbs: | ||
|
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| * `list_skills` and `read_directory` follow `nextCursor` to completion, so a single call gives you | ||
| every page's skills or resources. | ||
| * `get_skill` costs exactly one request. | ||
|
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| These three validate the server's response against the SEP-2640 conformance rules before returning | ||
| it. A name that doesn't match its URI, a digest in the wrong shape, or an incomplete manifest raises | ||
| `ValueError` rather than reaching your code. | ||
|
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| `read_skill_uri` is the exception. It's a thin, discoverable alias for `resources/read` that returns | ||
| a `ReadResourceResult` (text or blob contents) and validates nothing itself — that's the next step. | ||
|
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| !!! tip | ||
| `verify_skill_resource(skill, uri, content)` checks a file's bytes — size, then SHA-256 | ||
| digest — against the entry you hold for it. Call it after `read_skill_uri` and *before* you | ||
| treat the content as trustworthy. | ||
|
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| `resources/read` returns whatever bytes the server sends *right now*; verification is what ties | ||
| those bytes back to the manifest you already validated. It applies to a static manifest only — | ||
| a `"dynamic"` skill carries no digests, so calling it on one raises `ValueError`. | ||
|
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| !!! warning | ||
| Skill content is untrusted model input, exactly like any other server-provided text. SEP-2640 | ||
| requires a host to tag it with its originating server before it reaches the model, and to | ||
| never grant the frontmatter's `allowed-tools` field (or any other permission-widening field) | ||
| without explicit per-skill user approval. | ||
|
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| A digest match confirms the *bytes*, not the *frontmatter*: it doesn't prove the | ||
| `frontmatter` the server advertised in `skills/get` matches the frontmatter inside the fetched | ||
| `SKILL.md`. If you act on `skill.frontmatter` — especially `allowed-tools` — parse the fetched | ||
| file and compare its frontmatter yourself. | ||
|
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| These are host responsibilities the SDK cannot discharge for you — read the SEP's | ||
| [Security Implications](https://github.com/modelcontextprotocol/modelcontextprotocol/pull/2640) | ||
| section before building a host on top of this extension. | ||
|
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| ## Directory reads | ||
|
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| A skill's instructions often point at a directory rather than a file ("pick the matching | ||
| template from `templates/`"). `resources/list` can't answer that — it enumerates a server's | ||
| entire resource space, not one subtree — so SEP-2640 adds `resources/directory/read`, gated | ||
| behind the `directoryRead` capability setting: | ||
|
|
||
| ```python | ||
| mcp = MCPServer( | ||
| "catalog", | ||
| extensions=[ | ||
| Skills( | ||
| list_skills=list_skills, | ||
| get_skill=get_skill, | ||
| read_directory=read_directory, # lists uri's direct children | ||
| ) | ||
| ], | ||
| ) | ||
| ``` | ||
|
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||
| Supplying `read_directory` advertises `{"directoryRead": true}` under the extension's | ||
| capabilities. Omitting it advertises neither the setting nor the method — a client calling | ||
| `resources/directory/read` against such a server gets `METHOD_NOT_FOUND`. On the client side, | ||
| `read_directory` raises before it sends anything if the connected server hasn't advertised the | ||
| setting. | ||
|
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| ## Protocol version and caching | ||
|
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| In protocol version `2026-07-28` and later, `skills/list` and `skills/get` results carry the base | ||
| protocol's caching fields, [`ttlMs` and `cacheScope`](https://github.com/modelcontextprotocol/modelcontextprotocol/pull/2549) — | ||
| the same freshness hint `tools/list`, `resources/list`, and `resources/read` carry. `Skills` fills | ||
| `cacheScope` with `"private"` when your handler leaves it unset, and omits both fields entirely on an | ||
| older connection. Set `cache_scope="public"` only when the result is the same for every user. | ||
| You don't have to branch on protocol version yourself. | ||
|
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| ## What this SDK doesn't do | ||
|
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| `Skills` is a protocol adapter, not a skills provider. It has no opinion on where a skill's bytes | ||
| live, how they're indexed, or when a catalog is refreshed — that's for a higher-level library, or | ||
| your own handler, to decide. | ||
|
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||
| If you're looking for "scan this directory and serve whatever's in it," you're looking for a | ||
| provider built on top of `Skills`, not `Skills` itself. |
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,54 @@ | ||
| import hashlib | ||
| from typing import Any | ||
|
|
||
| from mcp.server.context import ServerRequestContext | ||
| from mcp.server.mcpserver import MCPServer | ||
| from mcp.server.mcpserver.resources import TextResource | ||
| from mcp.server.skills import Skills | ||
| from mcp.shared.exceptions import MCPError | ||
| from mcp.shared.skills import ( | ||
| GetSkillParams, | ||
| GetSkillResult, | ||
| ListSkillsParams, | ||
| ListSkillsResult, | ||
| Skill, | ||
| SkillResource, | ||
| ) | ||
| from mcp.types import INVALID_PARAMS | ||
|
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| SKILL_URI = "skill://git-workflow/SKILL.md" | ||
| SKILL_MD = """\ | ||
| --- | ||
| name: git-workflow | ||
| description: Follow this team's Git conventions for branching and commits | ||
| --- | ||
|
|
||
| Branch from `main` using `type/short-description`. Write commit subjects in the | ||
| imperative mood, under 72 characters. | ||
| """ | ||
|
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||
| GIT_WORKFLOW = Skill( | ||
| uri=SKILL_URI, | ||
| frontmatter={"name": "git-workflow", "description": "Follow this team's Git conventions for branching and commits"}, | ||
| resources=[ | ||
| SkillResource( | ||
| uri=SKILL_URI, | ||
| digest=f"sha256:{hashlib.sha256(SKILL_MD.encode()).hexdigest()}", | ||
| size=len(SKILL_MD.encode()), | ||
| ) | ||
| ], | ||
| ) | ||
|
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||
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| async def list_skills(ctx: ServerRequestContext[Any, Any], params: ListSkillsParams) -> ListSkillsResult: | ||
| return ListSkillsResult(skills=[GIT_WORKFLOW]) | ||
|
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||
|
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| async def get_skill(ctx: ServerRequestContext[Any, Any], params: GetSkillParams) -> GetSkillResult: | ||
| if params.uri != SKILL_URI: | ||
| raise MCPError(code=INVALID_PARAMS, message=f"unknown skill: {params.uri}") | ||
| return GetSkillResult(skill=GIT_WORKFLOW) | ||
|
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||
|
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| mcp = MCPServer("catalog", extensions=[Skills(list_skills=list_skills, get_skill=get_skill)]) | ||
| mcp.add_resource(TextResource(uri=SKILL_URI, name="SKILL.md", mime_type="text/markdown", text=SKILL_MD)) |
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,23 @@ | ||
| import anyio | ||
|
|
||
| from mcp import Client | ||
| from mcp.client.skills import Skills, verify_skill_resource | ||
| from mcp.types import TextResourceContents | ||
|
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||
|
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| async def main() -> None: | ||
| async with Client("http://localhost:8000/mcp", extensions=[Skills()]) as client: | ||
| catalog = client.extension(Skills) | ||
| for skill in await catalog.list_skills(): | ||
| print(skill.uri, skill.frontmatter["description"]) | ||
|
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| skill = await catalog.get_skill("skill://git-workflow/SKILL.md") | ||
| result = await catalog.read_skill_uri(skill.uri) | ||
| content = result.contents[0] | ||
| if isinstance(content, TextResourceContents): | ||
| verify_skill_resource(skill, skill.uri, content.text.encode()) | ||
| print(content.text) | ||
|
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||
|
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||
| if __name__ == "__main__": | ||
| anyio.run(main) |
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P2: This example calls
skills/list, but the server shown immediately above only serves the receipts extension, so following the page setup makes the call fail. State that the URL must point to a Skills-enabled server and link to its setup.Prompt for AI agents