Aiden Cline
dc75ea0cc0
The preview now reports its own comprehensiveness so the model knows when it has the whole catalog vs. when it must search: - Overall: "This is the COMPLETE list ..." when every tool fits the budget, else "This is a PARTIAL list — X of Y tools are shown ...". - Per namespace: a fully-shown server reads `- github (2 tools)`; a truncated one is annotated `- alpha (70 tools, 31 shown)` or `- zeta (1 tool, none shown)`. When complete, the model isn't pushed toward needless $rune.search calls; when partial, exactly what's missing is unambiguous.
549 lines
22 KiB
TypeScript
549 lines
22 KiB
TypeScript
import { Tool } from "@/tool/tool"
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import { asSchema, type Tool as AITool, type JSONSchema7 } from "ai"
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import type { Tool as MCPToolDef } from "@modelcontextprotocol/sdk/types.js"
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import { Effect, Schema } from "effect"
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import { Rune } from "./rune/rune"
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import type { ExecutionLimits } from "./rune/rune"
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import type { HostTools } from "./rune/tool-runtime"
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export const CODE_MODE_TOOL = "execute"
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/**
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* Execution limits for the Rune interpreter. `maxDataBytes` is raised well above
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* the Rune default (256KB) because code mode forwards base64 media attachments,
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* and the timeout matches the default MCP request timeout.
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*/
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const CODE_LIMITS: ExecutionLimits = {
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maxDataBytes: 10_000_000,
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timeoutMs: 30_000,
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}
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export const Parameters = Schema.Struct({
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code: Schema.String.annotate({
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description: "JavaScript to run. Discover tools with `tools.$rune.search`/`tools.$rune.describe`, call them, and `return` the final value.",
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}),
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})
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type Metadata = {
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toolCalls: string[]
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error?: boolean
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}
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/**
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* A model-facing attachment: the same shape used for both child tool results and
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* the program's final `return`, and identical to a session `FilePart` (minus the
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* ids), so it lowers 1:1 into `Tool.ExecuteResult.attachments`.
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*/
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export type Attachment = NonNullable<Tool.ExecuteResult["attachments"]>[number]
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/** The envelope every tool call resolves to, and the shape a program should `return`. */
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export type Envelope = { result: unknown; attachments?: Attachment[] }
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const IDENTIFIER = /^[A-Za-z_$][A-Za-z0-9_$]*$/
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const SEARCH = "search"
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const DESCRIBE = "describe"
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// The runtime's own capabilities live under `tools.$rune.*`, separated from the
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// MCP server namespaces. `$` can never appear in a sanitized server name, so this
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// namespace is collision-proof.
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const RUNE_NS = "$rune"
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type CatalogEntry = {
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path: string
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key: string
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server: string
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local: string
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description: string
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tool: AITool
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outputSchema?: JSONSchema7
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}
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const firstLine = (text: string | undefined) => (text ?? "").split("\n", 1)[0]!.trim()
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const brief = (text: string | undefined, max = 120) => {
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const line = firstLine(text)
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return line.length > max ? line.slice(0, max - 1) + "…" : line
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}
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/** Re-join accessed segments into the flat catalog key (`server_tool`). The
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* server/tool split is cosmetic, so both `tools.a.b` and `tools["a.b"]` resolve. */
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const toKey = (segments: readonly string[]) => segments.join("_").replaceAll(".", "_")
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/**
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* Group the flat `server_tool` catalog into per-server namespaces. `servers` are
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* the sanitized MCP client names; the longest matching prefix wins so a server
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* named `a_b` beats `a` for the key `a_b_tool`. `mcpDefs` carries the raw MCP
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* definitions (keyed identically) so each entry retains its `outputSchema`.
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*/
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export function groupByServer(
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mcpTools: Record<string, AITool>,
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servers: readonly string[],
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mcpDefs: Record<string, MCPToolDef> = {},
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): Map<string, CatalogEntry[]> {
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const byLongest = [...servers].sort((a, b) => b.length - a.length)
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const groups = new Map<string, CatalogEntry[]>()
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for (const key of Object.keys(mcpTools).sort((a, b) => a.localeCompare(b))) {
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const server = byLongest.find((name) => key.startsWith(name + "_")) ?? key.slice(0, key.indexOf("_"))
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const local = server && key.startsWith(server + "_") ? key.slice(server.length + 1) : key
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const output = mcpDefs[key]?.outputSchema as JSONSchema7 | undefined
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const entry: CatalogEntry = {
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path: `${server}.${local}`,
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key,
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server,
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local,
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description: mcpTools[key]!.description ?? "",
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tool: mcpTools[key]!,
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outputSchema: output,
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}
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groups.set(server, [...(groups.get(server) ?? []), entry])
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}
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return groups
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}
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const access = (segment: string) => (IDENTIFIER.test(segment) ? `.${segment}` : `[${JSON.stringify(segment)}]`)
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/**
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* Render a JSON Schema as a compact TypeScript-ish type string for model-facing
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* signatures. Depth-limited and total — never throws, falls back to `any`/`object`.
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*/
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export function renderType(def: JSONSchema7 | boolean | undefined, depth = 0): string {
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if (!def || typeof def === "boolean") return "any"
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if (Array.isArray(def.enum)) return def.enum.map((value) => JSON.stringify(value)).join(" | ")
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if (def.const !== undefined) return JSON.stringify(def.const)
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if (Array.isArray(def.anyOf ?? def.oneOf)) {
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const alts = (def.anyOf ?? def.oneOf)!
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return alts.map((alt) => renderType(alt as JSONSchema7, depth)).join(" | ")
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}
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const type = Array.isArray(def.type) ? def.type[0] : def.type
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switch (type) {
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case "integer":
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return "number"
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case "string":
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case "number":
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case "boolean":
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case "null":
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return type
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case "array": {
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const items = Array.isArray(def.items) ? def.items[0] : def.items
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return `${renderType(items as JSONSchema7 | undefined, depth + 1)}[]`
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}
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}
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if (type === "object" || def.properties) {
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if (depth >= 3) return "object"
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const props = def.properties ?? {}
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const required = new Set(Array.isArray(def.required) ? def.required : [])
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const fields = Object.entries(props).map(
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([name, value]) => `${name}${required.has(name) ? "" : "?"}: ${renderType(value as JSONSchema7, depth + 1)}`,
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)
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return fields.length > 0 ? `{ ${fields.join("; ")} }` : "object"
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}
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return "any"
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}
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function inputType(tool: AITool): string {
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try {
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const schema = asSchema(tool.inputSchema).jsonSchema as JSONSchema7 | undefined
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if (!schema?.properties || typeof schema.properties !== "object") return "input"
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return renderType(schema)
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} catch {
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return "input"
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}
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}
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/** The return type the model sees for any tool: the structured `outputSchema` (when
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* the MCP server declares one) wrapped in the result envelope, else `unknown`. */
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const returnType = (outputSchema: JSONSchema7 | undefined) =>
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`Promise<{ result: ${outputSchema ? renderType(outputSchema) : "unknown"}; attachments?: Attachment[] }>`
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const signatureFor = (entry: CatalogEntry) =>
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`tools${access(entry.server)}${access(entry.local)}(input: ${inputType(entry.tool)}): ${returnType(entry.outputSchema)}`
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/** The compact, directly-callable signature for the inline preview: the call path
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* plus its input type, but without the (uniform) `Promise<{ result, attachments? }>`
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* return — that full typed form is reserved for `tools.$rune.describe`. */
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const previewSignature = (entry: CatalogEntry) =>
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`tools${access(entry.server)}${access(entry.local)}(input: ${inputType(entry.tool)})`
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/**
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* Character budget for the inline signature preview in the tool description. All
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* namespaces are always listed; per-tool call signatures are previewed (cheapest
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* first, server by server) until this many characters are used, after which the
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* remaining namespaces show counts only. This front-loads a directly-callable slice
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* of the catalog — cutting discovery round-trips — without dumping every signature.
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*/
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const PREVIEW_BUDGET = 2000
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/**
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* The execute tool description: the calling convention, the discovery API, and the
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* list of namespaces. A budgeted preview of per-tool call signatures is inlined; the
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* full typed signature + schemas are fetched on demand with `tools.$rune.describe`,
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* and any tool not previewed must be found via `tools.$rune.search` first.
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*/
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export function describe(groups: Map<string, CatalogEntry[]>): string {
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const lines = [
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"Execute JavaScript with access to connected MCP tools, grouped into namespaces (one per MCP server).",
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"",
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"The runtime provides two discovery capabilities under `tools.$rune` (its own namespace, separate",
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"from your MCP servers):",
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"- `await tools.$rune.search(query, { namespace?, limit? })` -> `{ items: [{ path, description }], total }`",
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"- `await tools.$rune.describe(path)` -> `{ path, description, signature, inputSchema, outputSchema? }`",
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"- Call a tool by its path: `await tools.<server>.<tool>(input)`. Each resolves to `{ result, attachments? }`.",
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"",
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"Every tool call and your final `return` use the same envelope: `{ result, attachments? }`.",
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"`result` is the structured data; `attachments` are media as `{ type: 'file', mime, url }` — ordinary",
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"values you can read and route (e.g. feed one tool's attachment into another tool's input). Whichever",
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"attachments you return are shown to the user as media; only `result` becomes text, so nothing in the",
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"sandbox (attachment bytes included) re-enters the conversation unless you put it in `result`.",
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"",
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"Compose multiple calls in one program and `return` the final value — intermediate results stay in the",
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"sandbox and never re-enter the conversation. Use `tools.$rune.search('', { namespace })` to list a namespace.",
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]
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if (groups.size === 0) {
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lines.push("", "No MCP servers are currently connected.")
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return lines.join("\n")
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}
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// Select which signatures fit the budget (cheapest first within each server,
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// servers alphabetical) before emitting, so the list can state exactly how
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// comprehensive it is — overall and per namespace.
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const ordered = [...groups].sort(([a], [b]) => a.localeCompare(b))
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const shown = new Map<string, string[]>()
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let used = 0
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let budgetLeft = true
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let totalTools = 0
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let totalShown = 0
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for (const [server, entries] of ordered) {
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totalTools += entries.length
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const picked: string[] = []
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if (budgetLeft) {
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for (const entry of entries) {
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const line = ` - ${previewSignature(entry)}`
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if (used + line.length > PREVIEW_BUDGET) {
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budgetLeft = false
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break
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}
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picked.push(line)
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used += line.length
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}
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}
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shown.set(server, picked)
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totalShown += picked.length
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}
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const complete = totalShown === totalTools
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lines.push(
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"",
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complete
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? "This is the COMPLETE list of available tools — every connected tool is shown below with its call signature. Use `tools.$rune.describe(path)` for a tool's full types."
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: `This is a PARTIAL list — ${totalShown} of ${totalTools} tools are shown below. Any tool not listed must be found with \`tools.$rune.search\` first; use \`tools.$rune.describe(path)\` for full types.`,
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)
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for (const [server, entries] of ordered) {
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const picked = shown.get(server)!
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const total = entries.length
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const count = `${total} tool${total === 1 ? "" : "s"}`
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// Annotate only when a namespace is not fully shown, so a comprehensive
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// namespace reads cleanly and a truncated one is unambiguous.
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const label =
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picked.length === total ? count : picked.length === 0 ? `${count}, none shown` : `${count}, ${picked.length} shown`
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lines.push(`- ${server} (${label})`)
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for (const line of picked) lines.push(line)
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}
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return lines.join("\n")
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}
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const lastSegment = (uri: string) => {
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const trimmed = uri.split(/[?#]/, 1)[0]!.replace(/\/+$/, "")
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const segment = trimmed.slice(trimmed.lastIndexOf("/") + 1)
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return segment.length > 0 ? segment : undefined
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}
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const dataUrl = (mime: string, base64: string) => `data:${mime};base64,${base64}`
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/**
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* Reduce an MCP tool result to the `{ result, attachments? }` envelope. `result`
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* is the structured content (or joined text); media blocks (image/audio/resource)
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* become attachments. Lenient — never throws on unexpected shapes.
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*/
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export function toEnvelope(result: unknown): Envelope {
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if (result === null || typeof result !== "object") return { result }
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const record = result as { structuredContent?: unknown; content?: unknown }
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const attachments: Attachment[] = []
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const text: string[] = []
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const content = Array.isArray(record.content) ? record.content : []
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for (const item of content) {
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if (!item || typeof item !== "object") continue
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const block = item as Record<string, unknown>
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switch (block.type) {
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case "text":
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if (typeof block.text === "string") text.push(block.text)
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break
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case "image":
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case "audio":
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if (typeof block.data === "string" && typeof block.mimeType === "string") {
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attachments.push({ type: "file", mime: block.mimeType, url: dataUrl(block.mimeType, block.data) })
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}
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break
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case "resource": {
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const res = block.resource as Record<string, unknown> | undefined
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if (res && typeof res === "object") {
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const mime = typeof res.mimeType === "string" ? res.mimeType : "application/octet-stream"
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const uri = typeof res.uri === "string" ? res.uri : undefined
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if (typeof res.blob === "string") {
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attachments.push({ type: "file", mime, url: dataUrl(mime, res.blob), filename: uri ? lastSegment(uri) : undefined })
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} else if (typeof res.text === "string") {
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text.push(res.text)
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}
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}
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break
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}
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case "resource_link":
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if (typeof block.uri === "string") {
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attachments.push({
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type: "file",
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mime: typeof block.mimeType === "string" ? block.mimeType : "application/octet-stream",
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url: block.uri,
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filename: typeof block.name === "string" ? block.name : lastSegment(block.uri),
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})
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}
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break
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}
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}
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const value =
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record.structuredContent !== undefined && record.structuredContent !== null
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? record.structuredContent
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: text.length > 0
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? text.join("\n")
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: content.length > 0
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? undefined // media-only result
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: result
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return attachments.length > 0 ? { result: value, attachments } : { result: value }
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}
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/** Coerce the program's return value to model-facing text without ever failing on shape. */
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export function formatValue(value: unknown): string {
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if (typeof value === "string") return value
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if (value === undefined) return "undefined"
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try {
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return JSON.stringify(value, null, 2) ?? String(value)
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} catch {
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return String(value)
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}
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}
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const isAttachment = (value: unknown): value is Attachment => {
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if (!value || typeof value !== "object") return false
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const a = value as Record<string, unknown>
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return a.type === "file" && typeof a.mime === "string" && typeof a.url === "string"
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}
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/**
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* Lower the program's return value into model-facing output + attachments. The
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* value is treated as a `{ result, attachments? }` envelope when it has a `result`
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* key; otherwise the whole value is the result. Attachments are model-curated.
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*/
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export function fromReturn(value: unknown): { output: string; attachments?: Attachment[] } {
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if (value !== null && typeof value === "object" && "result" in value) {
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const env = value as { result: unknown; attachments?: unknown }
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const attachments = Array.isArray(env.attachments) ? env.attachments.filter(isAttachment) : []
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return attachments.length > 0
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? { output: formatValue(env.result), attachments }
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: { output: formatValue(env.result) }
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}
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return { output: formatValue(value) }
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}
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/** A search-indexed catalog entry: the fields ranking matches against, with
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* `searchText` (path + description + parameter names/descriptions) precomputed. */
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export type SearchEntry = { path: string; server: string; description: string; searchText: string }
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/** The lowercased searchable text for a tool: its path, description, and the name
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* (and description, when present) of each input parameter. */
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function searchTextFor(entry: CatalogEntry): string {
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const parts = [entry.path, entry.description]
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try {
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const schema = asSchema(entry.tool.inputSchema).jsonSchema as JSONSchema7 | undefined
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const props = schema?.properties
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if (props && typeof props === "object") {
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for (const [name, value] of Object.entries(props)) {
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parts.push(name)
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const desc = (value as JSONSchema7 | undefined)?.description
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if (typeof desc === "string") parts.push(desc)
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}
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}
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} catch {
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// fall back to path + description only
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}
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return parts.join("\n").toLowerCase()
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}
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/** Split a query into lowercased search terms, dropping empties and the `*` wildcard. */
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const tokenize = (query: string) =>
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query
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.toLowerCase()
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.split(/[^a-z0-9_-]+/)
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.map((term) => term.trim())
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.filter((term) => term.length > 0 && term !== "*")
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/**
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* Rank catalog entries against a query using tokenized, field-weighted scoring
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* (adapted from the deferred-tool-search bridge). Each term contributes per field:
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* exact tool name (20) > path substring (8) > description (4) > any searchable text (2),
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* summed across terms. Because paths are `server.tool`, the exact tier matches a
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* whole path segment (e.g. the term `search` matches `github.search`). An empty
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* query lists everything (alphabetical). Results are ranked by score, tie-broken by path.
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*/
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export function rankTools(
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entries: ReadonlyArray<SearchEntry>,
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query: string,
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namespace?: string,
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limit = 25,
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): { items: { path: string; description: string }[]; total: number } {
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const terms = tokenize(query)
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const scoped = namespace ? entries.filter((entry) => entry.server === namespace) : entries
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const ranked = scoped
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.map((entry) => {
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const path = entry.path.toLowerCase()
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const description = entry.description.toLowerCase()
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const score = terms.reduce(
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(total, term) =>
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total +
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(path === term || path.endsWith(`.${term}`) ? 20 : 0) +
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(path.includes(term) ? 8 : 0) +
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(description.includes(term) ? 4 : 0) +
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(entry.searchText.includes(term) ? 2 : 0),
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0,
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)
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return { entry, score }
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})
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.filter((item) => terms.length === 0 || item.score > 0)
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.sort((a, b) => b.score - a.score || a.entry.path.localeCompare(b.entry.path))
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return {
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items: ranked.slice(0, limit).map(({ entry }) => ({ path: entry.path, description: brief(entry.description) })),
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total: ranked.length,
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}
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}
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export function define(
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mcpTools: Record<string, AITool>,
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mcpDefs: Record<string, MCPToolDef>,
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servers: readonly string[],
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) {
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const groups = groupByServer(mcpTools, servers, mcpDefs)
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const catalog: CatalogEntry[] = [...groups.values()].flat()
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const byKey = new Map(catalog.map((entry) => [entry.key, entry] as const))
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const index: SearchEntry[] = catalog.map((entry) => ({
|
|
path: entry.path,
|
|
server: entry.server,
|
|
description: entry.description,
|
|
searchText: searchTextFor(entry),
|
|
}))
|
|
|
|
const search = (query: unknown, options: unknown) => {
|
|
const q = typeof query === "string" ? query : ""
|
|
const opts = (options ?? {}) as { namespace?: unknown; limit?: unknown }
|
|
const namespace = typeof opts.namespace === "string" ? opts.namespace : undefined
|
|
const limit = typeof opts.limit === "number" && opts.limit > 0 ? Math.floor(opts.limit) : 25
|
|
return rankTools(index, q, namespace, limit)
|
|
}
|
|
|
|
const describeTool = (path: unknown) => {
|
|
if (typeof path !== "string") return { error: { code: "invalid_path", message: "describe expects a tool path string." } }
|
|
const entry = byKey.get(toKey([path]))
|
|
if (!entry) {
|
|
const segment = path.split(/[._]/)[0] ?? ""
|
|
const suggestions = catalog
|
|
.filter((item) => item.server === segment || item.path.includes(path))
|
|
.slice(0, 5)
|
|
.map((item) => item.path)
|
|
return { error: { code: "tool_not_found", message: `No tool at '${path}'.`, suggestions } }
|
|
}
|
|
let inputSchema: unknown
|
|
try {
|
|
inputSchema = asSchema(entry.tool.inputSchema).jsonSchema
|
|
} catch {
|
|
inputSchema = undefined
|
|
}
|
|
return {
|
|
path: entry.path,
|
|
description: entry.description,
|
|
signature: signatureFor(entry),
|
|
inputSchema,
|
|
...(entry.outputSchema ? { outputSchema: entry.outputSchema } : {}),
|
|
}
|
|
}
|
|
|
|
return Tool.define(
|
|
CODE_MODE_TOOL,
|
|
Effect.succeed<Tool.DefWithoutID<typeof Parameters, Metadata>>({
|
|
description: describe(groups),
|
|
parameters: Parameters,
|
|
execute: Effect.fn("CodeMode.execute")(function* (params, ctx) {
|
|
const calls: string[] = []
|
|
|
|
// One host function per MCP tool: gate on permission, dispatch to the native
|
|
// MCP tool, and coerce the result into the { result, attachments? } envelope.
|
|
// A failure (e.g. an MCP isError) fails the Effect, which the interpreter
|
|
// surfaces as a catchable in-program error.
|
|
const callTool = (key: string, tool: AITool) => (input: unknown) =>
|
|
Effect.gen(function* () {
|
|
yield* ctx.ask({ permission: key, metadata: {}, patterns: ["*"], always: ["*"] })
|
|
calls.push(key)
|
|
const result = yield* Effect.tryPromise({
|
|
try: () =>
|
|
Promise.resolve(
|
|
tool.execute!(input ?? {}, { toolCallId: ctx.callID ?? key, abortSignal: ctx.abort, messages: [] }),
|
|
),
|
|
catch: (error) => (error instanceof Error ? error : new Error(String(error))),
|
|
})
|
|
return toEnvelope(result)
|
|
})
|
|
|
|
// The Rune host-tool tree: per-server namespaces (`tools.<server>.<tool>`)
|
|
// plus the runtime's own discovery capabilities under `tools.$rune.*`. The
|
|
// interpreter resolves and invokes these; approving `execute` does not
|
|
// approve any child call.
|
|
const tools: HostTools = {
|
|
[RUNE_NS]: {
|
|
[SEARCH]: (query: unknown, options: unknown) => Effect.succeed(search(query, options)),
|
|
[DESCRIBE]: (path: unknown) => Effect.succeed(describeTool(path)),
|
|
},
|
|
}
|
|
for (const entry of catalog) {
|
|
if (!entry.tool.execute) continue
|
|
let namespace = tools[entry.server] as HostTools | undefined
|
|
if (!namespace) {
|
|
namespace = {}
|
|
tools[entry.server] = namespace
|
|
}
|
|
namespace[entry.local] = callTool(entry.key, entry.tool)
|
|
}
|
|
|
|
const result = yield* Rune.execute({
|
|
code: params.code,
|
|
tools: tools as unknown as Record<string, never>,
|
|
limits: CODE_LIMITS,
|
|
})
|
|
|
|
if (result.ok) {
|
|
const { output, attachments } = fromReturn(result.value)
|
|
return {
|
|
title: "Code mode",
|
|
metadata: { toolCalls: calls },
|
|
output,
|
|
...(attachments && attachments.length > 0 ? { attachments } : {}),
|
|
} satisfies Tool.ExecuteResult<Metadata>
|
|
}
|
|
// Point the model at discovery when it references a tool that does not exist.
|
|
const hint =
|
|
result.error.kind === "UnknownCapability"
|
|
? "\nUse tools.$rune.search(query) to discover available tools."
|
|
: ""
|
|
return {
|
|
title: "Code mode",
|
|
metadata: { toolCalls: calls, error: true },
|
|
output: result.error.message + hint,
|
|
} satisfies Tool.ExecuteResult<Metadata>
|
|
}),
|
|
}),
|
|
)
|
|
}
|