mcp updates
This commit is contained in:
@@ -60,9 +60,7 @@ For skills:
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4. read `_manifest` when supporting material may be needed
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5. fetch only the supporting paths relevant to the task
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Tool-only agents may call `search_skills` instead of retrieving the complete resource list. Search results contain only provider-derived names, descriptions, and canonical main-resource URIs; skill content remains available exclusively through the native resource contract.
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For prompts, use the native MCP prompt APIs or their generic tool projection.
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For prompts, use the native MCP prompt APIs.
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## Stability Policy
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@@ -16,7 +16,7 @@ Copilot interacts with MCP servers through independently exposed lanes:
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2. resources attached as read-only context
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3. server-provided prompts
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This server publishes skills as native `skill://` resources and prompts as native MCP prompt objects. It also exposes `search_skills`, `list_resources`, and `read_resource` tools for agents whose tool catalog does not include direct MCP resource operations.
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This server publishes skills as native `skill://` resources, general docs as `resource://docs/{path*}` resources, and workflows as native MCP prompt objects. It intentionally publishes no compatibility tools that mirror resources or prompts.
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## VS Code Feature Coverage
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@@ -25,7 +25,7 @@ The server uses every FastMCP feature that applies to its read-only guidance wor
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| Feature | Usage |
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| --- | --- |
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| Server identity | The initialize response includes a stable name, usage instructions, and a self-contained icon for VS Code's MCP server UI. |
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| Tools | Compatibility tools have display titles, structured output schemas, and read-only, idempotent, closed-world annotations. FastMCP's default schema dereferencing remains enabled for clients such as VS Code that require flat schemas. |
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| Tools | No tools are published for this documentation-only server surface. Resource and prompt operations stay on native MCP capabilities. |
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| Resources | Documentation and skills use native resources and wildcard resource templates with explicit Markdown MIME types. |
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| Prompts | Declarative workflows use native prompt objects with descriptions, display titles, typed arguments, and slash-command access. |
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| Argument completion | Prompt arguments with authored `choices` are returned through `completion/complete` as the user types. |
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@@ -66,11 +66,10 @@ A successful `resources/list` response does not guarantee the picker appears in
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For autonomous agents:
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1. call `search_skills` with the task, capability, or technology
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2. compare the bounded main-skill matches
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3. call `read_resource` for one relevant `skill://<name>/SKILL.md`
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4. read `_manifest` only if supporting detail may be needed
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5. read only selected supporting files
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1. browse native resources and compare skill descriptions
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2. read one relevant `skill://<name>/SKILL.md`
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3. read `_manifest` only if supporting detail may be needed
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4. read only selected supporting files
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For manual context attachment, browse the server's resources and attach the same bounded set of files.
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@@ -102,13 +101,13 @@ A repo-level instruction should name the native retrieval order and context budg
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When a task matches a personal-mcp skill:
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1. Prefer an already attached native skill resource.
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2. Otherwise call `search_skills` and select one `skill://<name>/SKILL.md` result by description.
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3. Call `read_resource` for the selected skill and read `_manifest` only when supporting material is needed.
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2. Otherwise browse MCP resources and select one `skill://<name>/SKILL.md` by description.
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3. Read the selected skill and read `_manifest` only when supporting material is needed.
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4. Load at most two candidate main files and only the relevant supporting paths.
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5. Reconcile guidance with the current repository before editing.
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```
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Instructions steer behavior but do not force VS Code to attach resources automatically. The generic tools provide an agent-callable fallback when direct resource operations are absent from the deferred-tool catalog.
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Instructions steer behavior but do not force VS Code to attach resources automatically.
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## Prompt Objects
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@@ -118,7 +117,7 @@ Prompts remain separate from skills. When the client supports MCP prompt APIs, u
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1. Use `MCP: List Servers` to confirm the server is enabled.
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2. Use `MCP: Browse Resources` to confirm native skill resources exist.
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3. Confirm `search_skills` and `read_resource` appear in the chat tool picker when autonomous retrieval is required.
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3. Confirm `Add Context > MCP Resources` lists server resources in the active chat surface.
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4. Restart the MCP server after changing skill files because production uses `reload=False`.
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5. Reload the VS Code window if the server is healthy but the resource or tool picker remains stale.
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@@ -14,14 +14,18 @@ Use this page for implementation-oriented links across MCP SDKs and FastMCP.
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!!! info "FastMCP sources"
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- [FastMCP project documentation](https://gofastmcp.com/)
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- [FastMCP server identity and behavior](https://gofastmcp.com/servers/server)
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- [FastMCP providers overview](https://gofastmcp.com/servers/providers/overview)
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- [FastMCP custom providers](https://gofastmcp.com/servers/providers/custom)
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- [FastMCP skills provider](https://gofastmcp.com/servers/providers/skills)
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- [FastMCP tools and annotations](https://gofastmcp.com/servers/tools)
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- [FastMCP resources and templates](https://gofastmcp.com/servers/resources)
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- [FastMCP prompts](https://gofastmcp.com/servers/prompts)
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- [FastMCP filesystem provider](https://gofastmcp.com/servers/providers/filesystem)
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- [FastMCP argument completion](https://gofastmcp.com/servers/completions)
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- [FastMCP component icons](https://gofastmcp.com/servers/icons)
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- [FastMCP Apps](https://gofastmcp.com/apps/overview)
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- [FastMCP GitHub repository](https://github.com/jlowin/fastmcp)
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- [FastMCP examples directory](https://github.com/jlowin/fastmcp/tree/main/examples)
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- [FastMCP GitHub repository](https://github.com/PrefectHQ/fastmcp)
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- [FastMCP examples directory](https://github.com/PrefectHQ/fastmcp/tree/main/examples)
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- [FastMCP PyPI package](https://pypi.org/project/fastmcp/)
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## Server Implementation Patterns
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@@ -53,15 +53,15 @@ These utilities operate directly on the native `skill://` contract and require n
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In VS Code, skills can arrive through:
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1. explicit attachment from `Add Context > MCP Resources` or `MCP: Browse Resources`
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2. the `search_skills` and `read_resource` tools for autonomous agents
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2. direct resource reads on selected `skill://<name>/SKILL.md` entries
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3. a slash-command prompt that names a specific native skill URI
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Instructions can steer retrieval, but they do not guarantee automatic resource attachment in every chat surface. When the deferred-tool catalog omits direct MCP resource operations, use the tools; search derives matches from native provider metadata and `read_resource` delegates to the provider without duplicating skill content.
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Instructions can steer retrieval, but they do not guarantee automatic resource attachment in every chat surface. Use `MCP: Browse Resources` to confirm server-side availability, then attach only the minimum skill resources needed for the current task.
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A reliable prompt is:
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```text
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Call search_skills with the task or capability and select the best matching skill://.../SKILL.md result. Use read_resource for one selected skill, inspect its _manifest only if supporting detail is needed, and reconcile the guidance with this workspace.
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Browse MCP resources, select the best matching skill://.../SKILL.md entry by description, inspect its _manifest only if supporting detail is needed, and reconcile the guidance with this workspace.
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```
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## Thin Shim Pattern
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+6
-147
@@ -1,15 +1,10 @@
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from __future__ import annotations
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import re
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from typing import Annotated
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from fastmcp import FastMCP
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from mcp.types import CompletionArgument
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from mcp.types import CompletionContext
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from mcp.types import Icon
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from mcp.types import PromptReference
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from pydantic import BaseModel
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from pydantic import Field
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from mcp_types import CompletionArgument
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from mcp_types import CompletionContext
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from mcp_types import Icon
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from mcp_types import PromptReference
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from personal_mcp.prompts import create_prompts_provider
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from personal_mcp.prompts.models import MarkdownPrompt
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@@ -21,9 +16,8 @@ from personal_mcp.skills import create_skills_provider
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_SERVER_INSTRUCTIONS = """Personal development guidance exposed as native MCP resources and prompts.
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Use prompts for parameterized workflows. For task-specific guidance, search skills, select one
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skill://<name>/SKILL.md result, and read its manifest only when supporting detail is needed. Read-only
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compatibility tools expose the same resource catalog to clients without native resource access.
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Use prompts for parameterized workflows. For task-specific guidance, browse native skill resources,
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select one skill://<name>/SKILL.md resource, and read its manifest only when supporting detail is needed.
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"""
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_SERVER_ICON = Icon(
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src=(
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@@ -47,51 +41,6 @@ def _ro_annotations() -> dict[str, bool]:
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}
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class SkillSearchResult(BaseModel):
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"""Metadata needed to select a native skill resource."""
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name: str
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description: str
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uri: str
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class SkillSearchResponse(BaseModel):
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"""Bounded skill matches for an agent search query."""
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results: list[SkillSearchResult]
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def _skill_search_score(name: str, description: str, query: str) -> int:
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normalized_name = name.casefold().replace("-", " ")
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normalized_description = description.casefold()
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normalized_query = " ".join(query.casefold().split())
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terms = tuple(dict.fromkeys(re.findall(r"[a-z0-9]+", normalized_query)))
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if not terms:
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return 0
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name_terms = set(normalized_name.split())
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description_terms = set(re.findall(r"[a-z0-9]+", normalized_description))
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score = 100 if normalized_query == normalized_name else 0
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matched_terms = 0
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for term in terms:
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term_score = 0
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if term in name_terms:
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term_score = 20
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elif term in normalized_name:
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term_score = 10
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elif term in description_terms:
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term_score = 4
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elif term in normalized_description:
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term_score = 1
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if term_score:
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matched_terms += 1
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score += term_score
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if matched_terms == len(terms):
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score += 10
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return score
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def _register_components(mcp: FastMCP, registry: DocsRegistry) -> None:
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@mcp.resource(
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"resource://docs/{path*}",
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@@ -106,95 +55,6 @@ def _register_components(mcp: FastMCP, registry: DocsRegistry) -> None:
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return read_docs_markdown_path(registry, path)
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def _register_resource_tools(mcp: FastMCP) -> None:
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@mcp.tool(
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name="search_skills",
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title="Search Skills",
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description=(
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"Find task-specific skill guidance by capability, technology, problem, or workflow. "
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"Returns skill metadata and canonical URIs only; use read_resource to load a selected result."
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),
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tags={"search", "skills"},
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annotations=_ro_annotations(),
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)
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async def search_skills(
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query: Annotated[
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str,
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Field(
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min_length=2,
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max_length=300,
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description="Capability, technology, problem, or workflow to find.",
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),
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],
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limit: Annotated[
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int,
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Field(ge=1, le=10, description="Maximum number of matches to return."),
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] = 5,
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) -> SkillSearchResponse:
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resources = await mcp.list_resources()
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matches: list[tuple[int, SkillSearchResult]] = []
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for resource in resources:
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uri = str(resource.uri)
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if not uri.startswith("skill://") or not uri.endswith("/SKILL.md"):
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continue
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name = uri.removeprefix("skill://").removesuffix("/SKILL.md")
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description = resource.description or ""
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score = _skill_search_score(name, description, query)
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if score:
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matches.append(
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(
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score,
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SkillSearchResult(name=name, description=description, uri=uri),
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)
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)
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matches.sort(key=lambda match: (-match[0], match[1].name))
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return SkillSearchResponse(results=[match[1] for match in matches[:limit]])
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@mcp.tool(
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name="list_resources",
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title="List Resources",
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description=(
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"List available MCP resources and URI templates. Use before read_resource to discover skill guidance."
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),
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annotations=_ro_annotations(),
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)
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async def list_resources() -> dict[str, list[dict[str, str | None]]]:
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resources = await mcp.list_resources()
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templates = await mcp.list_resource_templates()
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return {
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"resources": [
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{
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"uri": str(resource.uri),
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"name": resource.name,
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"description": resource.description,
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"mime_type": resource.mime_type,
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}
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for resource in resources
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],
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"templates": [
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{
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"uri_template": template.uri_template,
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"name": template.name,
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"description": template.description,
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"mime_type": template.mime_type,
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}
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for template in templates
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],
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}
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@mcp.tool(
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name="read_resource",
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title="Read Resource",
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description="Read a resource URI returned by list_resources, including skill files, manifests, and references.",
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annotations=_ro_annotations(),
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)
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async def read_resource(uri: str) -> dict[str, object]:
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result = await mcp.read_resource(uri)
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return result.model_dump(mode="json", exclude_none=True)
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def _register_prompt_completions(mcp: FastMCP, provider: MarkdownPromptsProvider) -> None:
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@mcp.completion
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async def complete_prompt_argument(
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@@ -230,6 +90,5 @@ def create_mcp() -> FastMCP:
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prompts_provider = create_prompts_provider()
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mcp.add_provider(prompts_provider)
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mcp.add_provider(create_skills_provider())
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_register_resource_tools(mcp)
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_register_prompt_completions(mcp, prompts_provider)
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return mcp
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