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b/examples/skills-client/typescript/src/index.ts new file mode 100644 index 0000000..0f4cffe --- /dev/null +++ b/examples/skills-client/typescript/src/index.ts @@ -0,0 +1,70 @@ +import { Client } from "@modelcontextprotocol/sdk/client/index.js"; +import { StdioClientTransport } from "@modelcontextprotocol/sdk/client/stdio.js"; +import { SkillsClient } from "@modelcontextprotocol/mcp-native-skills"; +import * as path from "path"; +import * as url from "url"; + +const __dirname = url.fileURLToPath(new URL(".", import.meta.url)); +const serverPath = path.resolve(__dirname, "../../../skills-server/typescript/dist/index.js"); + +async function main() { + const transport = new StdioClientTransport({ + command: "node", + args: [serverPath], + }); + + const client = new Client( + { name: "example-skills-client", version: "1.0.0" }, + { capabilities: {} } + ); + + await client.connect(transport); + + const skillsClient = new SkillsClient(client); + + console.log("Fetching skills list..."); + const listResponse = await skillsClient.listSkills(); + console.log(JSON.stringify(listResponse, null, 2)); + + if (listResponse.skills.length > 0) { + // Activating the weather skill + console.log(`\n================================================`); + console.log(`Activating skill: weather-forecaster`); + const weatherResponse = await skillsClient.activateSkill("weather-forecaster"); + console.log(JSON.stringify(weatherResponse, null, 2)); + + const weatherTools = weatherResponse.contents?.tools || []; + const weatherTool = weatherTools.find(t => t.name === "get_weather"); + if (weatherTool) { + console.log(`\nExecuting discovered tool: ${weatherTool.name}`); + const toolResult = await client.callTool({ + name: weatherTool.name, + arguments: { city: "Cambridge" } + }); + console.log(JSON.stringify(toolResult, null, 2)); + } + + // Activating the knowledge-base skill + console.log(`\n================================================`); + console.log(`Activating skill: knowledge-base`); + const kbResponse = await skillsClient.activateSkill("knowledge-base"); + console.log(JSON.stringify(kbResponse, null, 2)); + + const resources = kbResponse.contents?.resources || []; + const docResource = resources.find(r => r.uri.includes("project-guidelines")); + if (docResource) { + console.log(`\nGetting discovered resource: ${docResource.uri}`); + const runResult = await client.readResource({ uri: docResource.uri }); + console.log(JSON.stringify(runResult, null, 2)); + } + } else { + console.log("No skills found."); + } + + process.exit(0); +} + +main().catch((e) => { + console.error(e); + process.exit(1); +}); diff --git a/examples/skills-client/typescript/tsconfig.json b/examples/skills-client/typescript/tsconfig.json new file mode 100644 index 0000000..d482353 --- /dev/null +++ b/examples/skills-client/typescript/tsconfig.json @@ -0,0 +1,13 @@ +{ + "compilerOptions": { + "target": "ES2022", + "module": "Node16", + "moduleResolution": "Node16", + "outDir": "dist", + "rootDir": "src", + "strict": true, + "esModuleInterop": true, + "skipLibCheck": true + }, + "include": ["src/**/*.ts"] +} diff --git a/examples/skills-server/typescript/package-lock.json b/examples/skills-server/typescript/package-lock.json new file mode 100644 index 0000000..e3133ef --- /dev/null +++ b/examples/skills-server/typescript/package-lock.json @@ -0,0 +1,1193 @@ +{ + "name": "example-skills-server", + "version": "1.0.0", + "lockfileVersion": 3, + "requires": true, + "packages": { + "": { + "name": "example-skills-server", + "version": "1.0.0", + "dependencies": { + "@modelcontextprotocol/mcp-native-skills": "file:../../../typescript/sdk", + "@modelcontextprotocol/sdk": "^1.0.0" + }, + "devDependencies": { + "@types/node": "^25.6.0", + "typescript": "^5.0.0" + } + }, + "../../../typescript/sdk": { + "name": "@modelcontextprotocol/mcp-native-skills", + "version": "0.1.0", + "dependencies": { + "@modelcontextprotocol/sdk": "^1.0.0", + "zod": "^3.25.0" + }, + 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a/examples/skills-server/typescript/package.json b/examples/skills-server/typescript/package.json new file mode 100644 index 0000000..f479ff2 --- /dev/null +++ b/examples/skills-server/typescript/package.json @@ -0,0 +1,18 @@ +{ + "name": "example-skills-server", + "version": "1.0.0", + "type": "module", + "main": "dist/index.js", + "scripts": { + "start": "node dist/index.js", + "build": "tsc" + }, + "dependencies": { + "@modelcontextprotocol/mcp-native-skills": "file:../../../typescript/sdk", + "@modelcontextprotocol/sdk": "^1.0.0" + }, + "devDependencies": { + "@types/node": "^25.6.0", + "typescript": "^5.0.0" + } +} diff --git a/examples/skills-server/typescript/src/index.ts b/examples/skills-server/typescript/src/index.ts new file mode 100644 index 0000000..5c1c0ea --- /dev/null +++ b/examples/skills-server/typescript/src/index.ts @@ -0,0 +1,129 @@ +import { Server } from "@modelcontextprotocol/sdk/server/index.js"; +import { StdioServerTransport } from "@modelcontextprotocol/sdk/server/stdio.js"; +import { setupSkills, ServerSkill } from "@modelcontextprotocol/mcp-native-skills"; + +const server = new Server( + { + name: "example-skills-server", + version: "1.0.0", + }, + { + capabilities: { + skills: { + listChanged: false, + }, + tools: {}, + resources: {}, + } as any, + } +); + +// Define a sample skill +const weatherSkill: ServerSkill = { + skill: { + name: "weather-forecaster", + description: "A skill for resolving weather metrics.", + }, + instructions: () => { + return "# Weather Forecaster\nUse the provided tool `get_weather` to fetch weather."; + }, + contents: () => { + return { + tools: [ + { + name: "get_weather", + description: "Check weather in a city.", + inputSchema: { + type: "object", + properties: { + city: { + type: "string", + }, + }, + required: ["city"], + }, + }, + ], + }; + }, +}; + +const knowledgeBaseSkill: ServerSkill = { + skill: { + name: "knowledge-base", + description: "A skill providing critical domain knowledge via text resources.", + }, + instructions: () => { + return "# Knowledge Base\nRead the provided internal resources to answer questions about the project."; + }, + contents: () => { + return { + resources: [ + { + uri: "internal://docs/project-guidelines.txt", + name: "Project Guidelines", + mimeType: "text/plain", + description: "Core rules and guidelines for the project.", + }, + { + uri: "internal://docs/architecture.txt", + name: "Architecture Overview", + mimeType: "text/plain", + } + ] + }; + } +}; + +setupSkills(server, [weatherSkill, knowledgeBaseSkill]); + +// The tools in the skill generally need to be routed if the client invokes them via tools/call. +import { CallToolRequestSchema, ReadResourceRequestSchema } from "@modelcontextprotocol/sdk/types.js"; + +server.setRequestHandler(ReadResourceRequestSchema, async (request: any) => { + const uri = request.params.uri; + if (uri === "internal://docs/project-guidelines.txt") { + return { + contents: [{ + uri, + mimeType: "text/plain", + text: "Rule 1: No magic numbers. Rule 2: Always validate inputs." + }] + }; + } + if (uri === "internal://docs/architecture.txt") { + return { + contents: [{ + uri, + mimeType: "text/plain", + text: "The architecture consists of an SDK layer, a Server layer, and a Client agent." + }] + }; + } + throw new Error(`Resource not found: ${uri}`); +}); + +server.setRequestHandler(CallToolRequestSchema, async (request: any) => { + if (request.params.name === "get_weather") { + return { + content: [ + { + type: "text", + text: `The weather in ${request.params.arguments?.city} is sunny.`, + } + ] + }; + } + throw new Error(`Tool not found: ${request.params.name}`); +}); + +async function run() { + const transport = new StdioServerTransport(); + await server.connect(transport); + console.error("Example Skills server running on stdio"); +} + +run().catch((e) => { + console.error(e); + process.exit(1); +}); diff --git a/examples/skills-server/typescript/tsconfig.json b/examples/skills-server/typescript/tsconfig.json new file mode 100644 index 0000000..d482353 --- /dev/null +++ b/examples/skills-server/typescript/tsconfig.json @@ -0,0 +1,13 @@ +{ + "compilerOptions": { + "target": "ES2022", + "module": "Node16", + "moduleResolution": "Node16", + "outDir": "dist", + "rootDir": "src", + "strict": true, + "esModuleInterop": true, + "skipLibCheck": true + }, + "include": ["src/**/*.ts"] +} diff --git a/seps/0000-mcp-native-skills.md b/seps/0000-mcp-native-skills.md new file mode 100644 index 0000000..493ab44 --- /dev/null +++ b/seps/0000-mcp-native-skills.md @@ -0,0 +1,501 @@ +# SEP-XXXX: MCP-Native Skills + +- **Status**: Draft +- **Type**: Standards Track +- **Created**: 2026-04-19 +- **Author(s)**: Kurtis Van Gent (@kurtisvg), Haoyu Wang (@helloeve) +- **Sponsor**: Kurtis Van Gent (@kurtisvg) +- **PR**: TBD + +## Abstract + +[Agent Skills](https://agentskills.io) have become a standard pattern for +progressive disclosure in agent systems and are [widely +adopted](https://agentskills.io) across agent products. They work by grouping +capabilities into self-contained units whose details load only when relevant. +However, the current implementation is inherently filesystem-driven and relies +on a shell to execute skill actions. This introduces portability issues (Windows +vs Linux vs macOS; Python vs Node.js) and security concerns (shells are +inherently unsafe and unsuitable for some workloads). + +This SEP introduces `Skill` as a first-class MCP server primitive alongside +`Tool`, `Resource`, and `Prompt`. Two new methods, `skills/list` and +`skills/activate`, preserve the progressive-discovery model in an MCP-native +way. A Skill bundles instructions with scoped tools, prompts, resources, and +nested sub-skills. Listing is cheap; scoped primitives stay hidden from +`tools/list` until activation, so a server can ship rich per-skill capabilities +without flooding every session. Activation returns prompt-style instructions and +the scoped primitive definitions in one round-trip; clients choose how to +surface them, tailoring to their specific model and UX patterns, consistent with +MCP's principle of not over-prescribing host behavior. Scoped actions run +through ordinary `tools/call` invocations against server-owned tools, so the +client needs no filesystem and no shell. Portability and the security posture +become the server's responsibility rather than every client's. + +This proposal offers an alternative to the resources-based [Skills Extension +SEP] and the closed [SEP-2076], adding the container semantics and an explicit +activation step that make progressive disclosure actually reduce agent context +size. + +[Skills Extension SEP]: + https://github.com/modelcontextprotocol/experimental-ext-skills/pull/69 +[SEP-2076]: + https://github.com/modelcontextprotocol/modelcontextprotocol/pull/2076 + +## Motivation + +### Tool and context bloat + +Agents slow down, spend more, and get less accurate as their tool list grows. +Accuracy degrades past a handful of active tools; unused tool schemas are billed +on every turn; and per-token latency compounds across multi-step workflows. +Agent Skills exist in large part to address this, grouping related capabilities +into a unit the agent pulls in only when relevant. An MCP mechanism for +delivering skills must preserve that gating property or the point of skills is +lost. + +### Skills belong in the protocol, not the data plane + +Resources are files. A `SKILL.md` served through `resources/` or the well-known +`skill://index.json` can mention tool names, list required prompts, and point at +companion resources. In that sense a resource *can* be used to specify other MCP +primitives by reference. But pushing those references into file content moves +protocol primitives down into the data plane. The client is no longer reading a +structured protocol response; it is parsing markdown to figure out which tools a +skill needs, when to gate them, when to reveal them, and how to tie instructions +back to capabilities. + +An MCP-native approach keeps the semantics in the protocol. A skill's tools, +prompts, resources, and sub-skills become typed fields the client handles the +same way it handles `tools/list` and `prompts/list` today, with no per-client +parser for a markdown convention, and no risk that two servers describe the same +relationship in two incompatible ways. The content the protocol transmits stays +content; the structure stays in the protocol. + +## Specification + +This section uses RFC-2119 keywords (MUST, SHOULD, MAY) for conformance +requirements. The shapes below mirror the existing [`tools`][spec-tools], +[`resources`][spec-resources], and [`prompts`][spec-prompts] primitives in the +2025-11-25 specification. + +### Capability negotiation + +A server that supports Skills MUST advertise the `skills` capability in its +`initialize` result. The capability field mirrors the shapes used for `tools`, +`prompts`, and `resources`: + +```typescript +export interface ServerCapabilities { + // ...existing fields omitted... + + /** + * Present if the server offers any skills. + */ + skills?: { + /** + * Whether this server supports notifications for changes to the skill list. + */ + listChanged?: boolean; + }; +} +``` + +### The `Skill` object + +A `Skill` is a lightweight, named primitive returned by `skills/list`. Its +scoped contents are returned separately by `skills/activate` so that listing +stays cheap and activation is the explicit moment the bundle enters the session. + +```typescript +/** + * A named workflow bundle the server offers. + * + * @category `skills/list` + */ +export interface Skill { + /** + * The unique identifier for the skill within the server. Used by the + * client to reference the skill in `skills/activate`. + * + * MUST follow Agent Skills naming rules: 1–64 characters, lowercase + * alphanumeric and hyphens, with no leading, trailing, or consecutive + * hyphens. + */ + name: string; + + /** + * Optional human-readable title for display in a host UI. + */ + title?: string; + + /** + * A model-facing description of what the skill does and when to use it. + * SHOULD be one or two sentences. Used by the model to choose between skills. + */ + description: string; + + /** + * See [General fields: `_meta`](/specification/2025-11-25/basic/index#meta). + */ + _meta?: { [key: string]: unknown }; +} +``` + +Naming rules on `name` are drawn from the [Agent Skills +spec](https://agentskills.io/specification#name-field). + +### `skills/list` + +Servers respond to `skills/list` with a cursor-paginated array of `Skill` +metadata. Implementations SHOULD omit `contents` from list responses and return +the expanded form only via `skills/activate`. + +```typescript +/** + * Sent from the client to request a list of skills the server offers. + * + * @category `skills/list` + */ +export interface ListSkillsRequest extends PaginatedRequest { + method: "skills/list"; +} + +/** + * The server's response to a skills/list request. + * + * @category `skills/list` + */ +export interface ListSkillsResult extends PaginatedResult { + skills: Skill[]; +} +``` + +### `skills/activate` + +`skills/activate` is the method the client calls to pull in a skill the agent +intends to use. It returns everything the client needs to surface the skill: its +instructions and any scoped primitives it bundles. + +```typescript +/** + * Parameters for a `skills/activate` request. + * + * @category `skills/activate` + */ +export interface ActivateSkillRequestParams extends RequestParams { + /** + * The name of the skill to activate. + */ + name: string; +} + +/** + * Used by the client to activate a skill provided by the server. + * + * @category `skills/activate` + */ +export interface ActivateSkillRequest extends JSONRPCRequest { + method: "skills/activate"; + params: ActivateSkillRequestParams; +} + +/** + * The server's response to a `skills/activate` request. + * + * @category `skills/activate` + */ +export interface ActivateSkillResult extends Result { + /** + * The skill's instructions. A markdown string containing the full + * workflow the agent should follow: what to do, how to use the + * primitives, and any conditional branching. In file-based skills, + * this maps to the contents of the `SKILL.md` file. + */ + instructions: string; + + /** + * Fully expanded definitions for primitives scoped to this skill. + * Every entry MUST be a complete primitive object with the fields a + * client needs to invoke it (e.g., `inputSchema` for Tools). Scoped + * primitives MUST NOT appear in top-level `tools/list`, + * `prompts/list`, or `resources/list`; they exist only within the + * activated skill's scope. Comparing to file-based skills, `tools` + * serves as the executables under scripts/, while `prompts` and + * `resources` can serve as the references/ and assets/, etc. + */ + contents?: SkillContents; +} + +/** + * Scoped primitives bundled with a skill and returned in the + * `skills/activate` response. + */ +export interface SkillContents { + tools?: Tool[]; + prompts?: Prompt[]; + resources?: Resource[]; + skills?: Skill[]; +} +``` + +### Client activation behavior + +The specification defines the payload returned by `skills/activate`. It does +**not** mandate how a client exposes the resulting instructions or scoped +primitives to the model. Hosts differ in their rendering, authorization, and +session-state models; prescribing a single post-activation flow would push the +spec into territory the [WG design principles][approaches] explicitly warn +against ("Don't be too prescriptive about client host behavior"). + +A likely implementation pattern is for the client to expose a small set of +client-side helper tools to the model and route skill machinery through them. +For example: + +- `activate_skill`: takes a skill name, calls `skills/activate`, and returns the + instructions plus a summary of what the skill makes available. +- `read_resource`: lets the model retrieve a scoped resource by URI after + activation. +- `invoke_prompt`: lets the model trigger a scoped prompt as part of the + workflow. + +This keeps the model's reachable surface small (three client-side tools plus +whatever else the host exposes) while giving the model a clean way to pull in +skill content on demand. Scoped tools remain invokable through ordinary +`tools/call` when the client registers them for the session. Other clients may +inject activation output directly into the model's context, surface skills in a +UI picker, or combine approaches; the spec accommodates all of these. + +### `notifications/skills/list_changed` + +```typescript +/** + * An optional notification from the server to the client, informing it + * that the list of skills it offers has changed. Sent only when the + * server has declared `skills.listChanged = true`. + * + * @category `notifications/skills/list_changed` + */ +export interface SkillListChangedNotification extends JSONRPCNotification { + method: "notifications/skills/list_changed"; + params?: NotificationParams; +} +``` + +### Nested skills + +A skill MAY list other skills in `contents.skills`. Child skills are listed on +the parent's activation response but are **not** themselves activated by +activating the parent; children require their own `skills/activate` call. This +keeps activation cost predictable and lets the model choose whether to dive into +a sub-skill. + +### Naming and collisions + +- `name` follows Agent Skills naming rules (see `Skill.name` above). +- Name collisions across servers are resolved by the host, the same way + tool-name collisions are handled today. + +[spec-tools]: + https://modelcontextprotocol.io/specification/2025-11-25/server/tools +[spec-resources]: + https://modelcontextprotocol.io/specification/2025-11-25/server/resources +[spec-prompts]: + https://modelcontextprotocol.io/specification/2025-11-25/server/prompts +[approaches]: + https://github.com/modelcontextprotocol/experimental-ext-skills/blob/main/docs/approaches.md#design-principles + +## Rationale + +### Why a new primitive rather than extending `resources/` + +The [MCP design principles][mcp-principles] set a high bar for new protocol +surface. *Composability over specificity* prefers constructing behavior from +existing primitives; *standardization over innovation* codifies patterns that +have proven valuable rather than inventing paradigms. Both are good defaults, +and a new primitive should have to earn its place. Skills meet that bar. The +strongest way to see why is to notice what the resources-based alternative +actually does to the protocol. + +**It mixes the control plane with the data plane.** Resources are a data-plane +primitive: they deliver content. Layering skills on resources forces the client +to parse that content to recover protocol-level semantics: which tools the skill +gates, which prompts it composes, when to activate, how to tie instructions back +to callable primitives. Structure that should live in typed protocol fields ends +up hidden inside markdown every client has to run a parser against. This is the +point made in Motivation §*Skills belong in the protocol, not the data plane*. + +**Resources are so generic they could do almost anything, which is exactly why +they shouldn't.** A resource can carry any payload, so in principle we could +describe the entire `Tool` type as a resource convention: URIs matching +`tool://...`, mimeType `application/json`, bodies containing an `inputSchema`. +The spec would shrink by one primitive. Nobody would argue this is a good idea. +It would overload a generic interface, force every client to reimplement the +same parsing logic, and trade type safety and explicit intent for a narrow +reduction in protocol surface. Skills under a resources convention are that same +thought experiment applied to workflows. That something *can* be expressed by +convention is not an argument that it *should* be; primitives with typed +cross-references and activation semantics belong in the protocol itself. + +**Standardization here means codifying the pattern, not inventing one.** Agent +Skills are a widely adopted pattern across agent products. The question is not +*whether* to standardize but *where*: in a URI convention on top of an +ill-fitting primitive, or in a typed primitive that matches the pattern agents +already use. A first-class primitive is standardization *of a proven pattern*, +not innovation of a new one, and implementing it in a way that makes sense in +MCP. + +### Simpler for clients to implement + +This proposal is extremely simple for clients to implement. It is two RPCs, +`skills/list` and `skills/activate`, largely composed of existing primitives. +The activation response delivers typed `Tool`, `Prompt`, `Resource`, and nested +`Skill` objects the client already knows how to render and invoke. Adding skill +support is roughly the work of adding any other primitive. + +### Reuses Prompts and Resources for agent-driven workflows + +Prompts and Resources were built for a human-activated world, in which users +trigger prompts through slash commands (`/prompt`) and pull in resources through +@-mentions. Some of these primitives are well-suited for autonomous agent +consumption; others aren't. Top-level `Prompt` and `Resource` entries don't +distinguish between the two, leaving the client without a signal for which are +safe for the agent to reach on its own. + +Skills give servers a way to express that intent through placement. A `Prompt` +or `Resource` that appears inside a skill's `contents` is an explicit statement +from the server: **this primitive is fit to be consumed directly by the agent as +needed**. Primitives that stay top-level retain their human-activated semantics; +primitives that appear in a skill gain an agent-reachable path without changing +what the top-level version means. + +### Communicates tool semantics through placement + +Where a server places a tool tells the client what that tool is for. A `Tool` in +`tools/list` is a capability the server asserts every session should have +available: "this is part of the core surface, reach for it whenever it applies." +A `Tool` surfaced only through a skill's `contents.tools` carries the opposite +signal: "this is situational; reach for it only after the agent has declared it +is doing the workflow this tool belongs to." The server expresses availability +semantics the same way it expresses agent-vs-user intent for Prompts and +Resources: by where the primitive lives. + +That same placement mechanism is how skills address tool bloat. A server with +100 specialized tools does not publish 100 entries in `tools/list`; it keeps a +short always-on surface and lets each skill's activation surface the handful of +tools relevant to that workflow. Availability becomes a spectrum the server +communicates, not a binary the client has to infer. + +## Backward Compatibility + +- The `skills` capability is net-new. Servers that do not advertise it are + unaffected. Clients that do not understand it SHOULD ignore the capability and + MUST continue to function against the server's existing `tools`, `resources`, + and `prompts` surfaces. +- No existing method's request or response shape changes. + +## Reference Implementation + +TODO + +## Security Implications + +- **Skills are untrusted model input, not directives.** Clients MUST surface + scoped tools through the same authorization UX they use for top-level tools + and MUST NOT auto-invoke scoped tools on activation. +- **Trust inherits MCP server trust.** Skills do not introduce a new trust + model. A skill carries the same level of trust as the server that delivers it. + Hosts SHOULD NOT present MCP as a distribution channel for arbitrary + third-party skill content; [existing guidance][trust] applies unchanged. +- **Injection risk is the same as any agent-reachable primitive.** A skill's + instructions and scoped primitive descriptions are untrusted content the model + will read, the same risk carried by tool descriptions, prompts, and resource + contents today. `skills/activate` is pull-only and has no auto-prefetch, so no + new transport-level exposure is introduced; what changes is that the agent + (not the user) decides when to activate, and clients SHOULD NOT treat + activated instructions as privileged over any other untrusted content. +- **No filesystem execution chain.** Scoped actions run through ordinary + `tools/call` invocations against server-owned tools, so the client makes no + filesystem, base64, or subprocess assumptions. The `resources/read → decode → + disk → chmod → shell-exec` chain that the resources-based alternative requires + in practice (and its attendant attack surface) does not exist here. + +[trust]: + https://github.com/modelcontextprotocol/experimental-ext-skills/blob/main/docs/open-questions.md#10-how-should-skills-handle-security-and-trust-boundaries + +## Responses to Expected Objections + +### 1. "Why not just resources? Skills are files; resources already expose files." + +This is the most common objection, raised in [open question #12][oq12] and +reiterated in review of the current draft SEP. The full architectural answer is +in Motivation §*Skills belong in the protocol, not the data plane* and Rationale +§*Why a new primitive rather than extending `resources/`*. In practical +consequences: + +- **Namespace overloading.** A server's `resources/list` becomes a mix of + content files and workflow bundles. Existing host features built around + resources (@-mentions, attachments, pinned context, resource subscriptions) + now have to reason about whether each resource is "a file the user might + attach" or "a skill envelope the agent might activate." A dedicated primitive + keeps these namespaces separate. + +- **Upfront enumeration cost.** Files belonging to skills end up listed in + `resources/list` alongside unrelated content. URI templates can defer some of + that, but the scoped-primitive model in this proposal makes deferral the + default rather than an optimization: `skills/list` returns lightweight + metadata, and `skills/activate` fetches scoped definitions on demand. + +- **Composability with non-skill resources.** Skills often want to reference + documents, schemas, or prompts that exist for other reasons too. Under a + resources-based convention, those references live in the SKILL.md body as + markdown text rather than as typed protocol entries. A first-class `Skill` + carries them in structured `contents` without inventing a text-based linking + convention. + +### 2. "Clients should implement Tool Search to solve tool bloat." + +Tool search is *a* solution to progressive discovery, not *the* solution, and +arguably not the best one. + +- **MCP refusing to offer alternatives is itself prescribing a solution.** Most + MCP clients today do not implement tool search; they surface tools via a flat + list and rely on the model to pick from it. MCP's design principles counsel + against dictating *how* clients solve problems, but rejecting a skills + primitive on the grounds that "tool search exists" *is* a dictation: it forces + every client onto tool search as the only available path to progressive + discovery. Offering skills alongside the existing surface is what actually + leaves the choice to clients. + +- **Tool search is non-trivial to implement well.** A cheap keyword or + substring-match implementation only finds tools whose names already resemble + the query; an agent looking for a "save to disk" tool will miss a server-side + capability called `persist_v2`. Doing better requires embedding pipelines, + ranking infrastructure, reindexing when the tool catalog changes, and + per-model tuning. Small clients and emerging SDKs are unlikely to prioritize + that work, and the quality gap between implementations becomes a second + interoperability problem. + +- **Search overhead compounds across multi-tool workflows.** If tool search is + the discovery mechanism, every tool an agent wants to invoke may require a + preceding search query to find it. A workflow that invokes five tools doubles + in turn count (five searches plus five invocations) compared to a workflow + where the five tools are already visible in the session. Skills pay the + disclosure cost once, at activation; tool search pays it per invocation. + +- **Search only finds what the agent thinks to look for.** Tool search is + pull-based: the agent queries for what it already knows it needs. Tools that + would have been useful but that the agent didn't think to look for stay + invisible. Skills are push-based: activating a skill surfaces the full set of + tools, prompts, and resources the server considers relevant to the workflow, + including capabilities the agent would not have discovered on its own. + +- **Skills and search compose.** Search retrieves from a flat set; skills group + related capabilities up front. Search over 100 tools mixed together is a worse + experience than search over 10 skills, each surfacing the handful of tools + relevant to that workflow. If hosts do implement tool search, skills make the + result better. + +[oq12]: + https://github.com/modelcontextprotocol/experimental-ext-skills/blob/main/docs/open-questions.md#12-why-not-just-resources +[mcp-principles]: https://modelcontextprotocol.io/community/design-principles diff --git a/typescript/sdk/package-lock.json b/typescript/sdk/package-lock.json new file mode 100644 index 0000000..3b601fe --- /dev/null +++ b/typescript/sdk/package-lock.json @@ -0,0 +1,1177 @@ +{ + "name": "@modelcontextprotocol/mcp-native-skills", + "version": "0.1.0", + "lockfileVersion": 3, + "requires": true, + "packages": { + "": { + "name": "@modelcontextprotocol/mcp-native-skills", + "version": "0.1.0", + "dependencies": { + "@modelcontextprotocol/sdk": "^1.0.0", + "zod": "^3.25.0" + }, + "devDependencies": { + "@types/node": "^20.0.0", + "typescript": "^5.0.0" + } + }, + "node_modules/@hono/node-server": { + "version": "1.19.14", + "resolved": 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0000000..20acdee --- /dev/null +++ b/typescript/sdk/package.json @@ -0,0 +1,33 @@ +{ + "name": "@modelcontextprotocol/mcp-native-skills", + "version": "0.1.0", + "description": "SDK for the MCP-Native Skills SEP", + "type": "module", + "main": "dist/index.js", + "types": "dist/index.d.ts", + "exports": { + ".": { + "types": "./dist/index.d.ts", + "import": "./dist/index.js" + }, + "./server": { + "types": "./dist/server.d.ts", + "import": "./dist/server.js" + }, + "./client": { + "types": "./dist/client.d.ts", + "import": "./dist/client.js" + } + }, + "scripts": { + "build": "tsc" + }, + "dependencies": { + "@modelcontextprotocol/sdk": "^1.0.0", + "zod": "^3.25.0" + }, + "devDependencies": { + "typescript": "^5.0.0", + "@types/node": "^20.0.0" + } +} diff --git a/typescript/sdk/src/client.ts b/typescript/sdk/src/client.ts new file mode 100644 index 0000000..429d560 --- /dev/null +++ b/typescript/sdk/src/client.ts @@ -0,0 +1,30 @@ +import { + ListSkillsResultSchema, + ListSkillsResult, + ActivateSkillResultSchema, + ActivateSkillResult +} from "./types.js"; + +export class SkillsClient { + constructor(private client: any) {} + + async listSkills(cursor?: string) { + return this.client.request( + { + method: "skills/list", + params: cursor ? { cursor } : undefined + } as any, + ListSkillsResultSchema as any + ) as Promise; + } + + async activateSkill(name: string) { + return this.client.request( + { + method: "skills/activate", + params: { name } + } as any, + ActivateSkillResultSchema as any + ) as Promise; + } +} diff --git a/typescript/sdk/src/index.ts b/typescript/sdk/src/index.ts new file mode 100644 index 0000000..3de04df --- /dev/null +++ b/typescript/sdk/src/index.ts @@ -0,0 +1,3 @@ +export * from "./types.js"; +export * from "./server.js"; +export * from "./client.js"; diff --git a/typescript/sdk/src/server.ts b/typescript/sdk/src/server.ts new file mode 100644 index 0000000..991b0d8 --- /dev/null +++ b/typescript/sdk/src/server.ts @@ -0,0 +1,40 @@ +import { + ListSkillsRequestSchema, + ActivateSkillRequestSchema, + Skill, + SkillContents +} from "./types.js"; + +export interface ServerSkill { + skill: Skill; + instructions: (params: { name: string }) => string | Promise; + contents?: (params: { name: string }) => SkillContents | Promise; +} + +/** + * A helper to register MCP-native Skills handlers on a standard Server. + */ +export function setupSkills(server: any, skills: ServerSkill[]) { + server.setRequestHandler(ListSkillsRequestSchema, async (request: any) => { + return { + skills: skills.map(s => s.skill), + }; + }); + + server.setRequestHandler(ActivateSkillRequestSchema, async (request: any) => { + const name = request.params.name; + const s = skills.find((sk) => sk.skill.name === name); + + if (!s) { + throw new Error(`Skill not found: ${name}`); + } + + const instructions = await s.instructions({ name }); + const contents = s.contents ? await s.contents({ name }) : undefined; + + return { + instructions, + contents, + }; + }); +} diff --git a/typescript/sdk/src/types.ts b/typescript/sdk/src/types.ts new file mode 100644 index 0000000..da2ce06 --- /dev/null +++ b/typescript/sdk/src/types.ts @@ -0,0 +1,69 @@ +import { z } from "zod"; +import type { + PaginatedRequest, + PaginatedResult, + Request, + Result, + Tool, + Prompt, + Resource, +} from "@modelcontextprotocol/sdk/types.js"; + +export const SkillSchema = z.object({ + name: z.string().min(1).max(64).regex(/^[a-z0-9-]+$/), + title: z.string().optional(), + description: z.string(), + _meta: z.record(z.unknown()).optional() +}); + +export type Skill = { + name: string; + title?: string; + description: string; + _meta?: Record; +}; + +export const ListSkillsRequestSchema: any = z.object({ + method: z.literal("skills/list") +}).passthrough(); + +export interface ListSkillsRequest extends PaginatedRequest { + method: "skills/list"; +} + +export const ListSkillsResultSchema: any = z.object({ + skills: z.array(SkillSchema) +}).passthrough(); + +export interface ListSkillsResult extends PaginatedResult { + skills: Skill[]; +} + +export const ActivateSkillRequestSchema: any = z.object({ + method: z.literal("skills/activate"), + params: z.object({ name: z.string() }).passthrough() +}).passthrough(); + +export interface ActivateSkillRequest extends Request { + method: "skills/activate"; + params: { + name: string; + [key: string]: unknown; + }; +} + +export const ActivateSkillResultSchema: any = z.object({ + instructions: z.string() +}).passthrough(); + +export interface SkillContents { + tools?: Tool[]; + prompts?: Prompt[]; + resources?: Resource[]; + skills?: Skill[]; +} + +export interface ActivateSkillResult extends Result { + instructions: string; + contents?: SkillContents; +} diff --git a/typescript/sdk/tsconfig.json b/typescript/sdk/tsconfig.json new file mode 100644 index 0000000..73d76c7 --- /dev/null +++ b/typescript/sdk/tsconfig.json @@ -0,0 +1,18 @@ +{ + "compilerOptions": { + "target": "ES2022", + "module": "Node16", + "moduleResolution": "Node16", + "declaration": true, + "declarationMap": true, + "sourceMap": true, + "outDir": "dist", + "rootDir": "src", + "strict": false, + "esModuleInterop": true, + "skipLibCheck": true, + "forceConsistentCasingInFileNames": true + }, + "include": ["src/**/*.ts"], + "exclude": ["node_modules", "dist"] +}