Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx agentmods add skills/cyanheads/usda-mcp-server/api-contextnpx skills add cyanheads/usda-mcp-server --skill api-contextgit clone --depth 1 https://github.com/cyanheads/usda-mcp-serverWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/cyanheads/usda-mcp-server/api-context)<a href="https://agentmods.dev/skills/cyanheads/usda-mcp-server/api-context"><img src="https://agentmods.dev/badge/skills/cyanheads/usda-mcp-server/api-context.svg" alt="Measured on agentmods" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5 | $0.00079 | $0.11090 |
| Opus 5 | $0.00039 | $0.05545 |
| Sonnet 5 | $0.00016 | $0.02218 |
| Haiku 4.5 | $0.00008 | $0.01109 |
Grade A, and why
api-context scanned grade A with 1 finding against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 3d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Makes network callslowCapability
Not a fault in itself. Listed so you know the mod talks to something, and to what.
const response = await fetch(url, { signal: ctx.signal }); This is a copy
100% identical to api-context — 0 lines differ, which has more behind it and is treated as the original. This page carries a canonical link to it rather than competing with it.
How it starts
The opening of the file, as written. The whole thing — 815 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Overview
Every tool and resource handler receives a single Context (ctx) argument. It provides request identity, structured logging, tenant-scoped storage, multi-round-trip input collection, and cancellation — all auto-correlated to the current request.
The framework auto-instruments every handler call (OTel span, duration, payload metrics). Use ctx.log for domain-specific logging and ctx.state for storage inside handlers. Use the global logger and StorageService directly only in lifecycle/background code (setup(), services).
Context interface
import type { Context } from '@cyanheads/mcp-ts-core';
interface Context extends RequestContext {
// Identity & tracing (inherited from RequestContext — see § RequestContext)
readonly requestId: string; // Unique per request, auto-generated
readonly timestamp: string; // ISO 8601 request start time
readonly tenantId?: string; // JWT 'tid' claim; 'default' for stdio and HTTP+MCP_AUTH_MODE=none
readonly sessionId?: string; // Mcp-Session-Id (HTTP stateful/auto); undefined elsewhere unless opted in
readonly traceId?: string; // Trace containing this handler execution
readonly spanId?: string; // The handler's own execution span
readonly auth?: AuthContext; // Parsed auth claims (clientId, scopes, sub)
readonly operation?: string; // Label for the operation this context belongs to
readonly extra?: Readonly<Record<string, unknown>>; // Correlation bag — the one open field
// Structured logging — auto-includes requestId, traceId, tenantId.
// Dual-sink: Pino on the server, plus notifications/message to the client.
readonly log: ContextLogger;
// Tenant-scoped key-value storage
readonly state: ContextState;
// Multi-round-trip input — always present, both eras (see § ctx.requestInput)
readonly requestInput: RequestInputFn; // (spec) => never — suspends and asks the caller
readonly inputs: ContextInputs; // reader over a retried request's responses
// List-changed / resource-updated notifications — wired in every handler ctx;
// delivery is request-scoped (see § list-changed notifications)
readonly notifyResourceListChanged?: () => void;
readonly notifyResourceUpdated?: (uri: string) => void;
readonly notifyPromptListChanged?: () => void;
readonly notifyToolListChanged?: () => void;
// Cancellation
readonly signal: AbortSignal;
// Raw URI — present only for resource handlers
readonly uri?: URL;
// Agent-facing success-path enrichment — accumulates notices, query echo, totals
// onto the request; reaches structuredContent + content[]. Always present (no-op
// when no `enrichment` block), strictly typed on HandlerContext<R, E> against the
// declared fields. Kind-tagged helpers: enrich.notice / .total / .echo.
readonly enrich: Enrich;
// Non-text content blocks (image/audio bytes) for the calling model — prepended
// to content[] after format() runs, never placed in structuredContent. Always
// present (no-op when never called). Helpers: content.image / .audio; content(block)
// pushes a raw ContentBlock.
readonly content: ContentCollect;
// Opt-in contract resolver — always present (returns {} when no contract is attached
// or the reason is unknown), strictly typed on HandlerContext<R> against declared reasons.
recoveryFor(reason: string): { recovery: { hint: string } } | {};
}
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 3d ago First seen · 815 lines · 79 tokens per session scan A c78158354f33
api-context is a skill published in the GitHub repository cyanheads/usda-mcp-server (1 stars, last pushed 9d ago), licensed Apache-2.0. It adds 79 tokens to every session and 11,090 once invoked, about $0.0004 per session on Opus 5. A static security scan graded it A with 1 finding (makes network calls). It is 100% identical to api-context, differing in 0 lines, and is treated as a copy.
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promote-idea
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search
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observations
List recent captured session observations (the Haiku-summarized voyage logs). Use when the user wants to see what Captain Memo has logged from past sessions.
doctor
Health probe across Captain Memo's components — embedder service, worker service, config, plugin registration, plugin manifest. Use when the user types /captain-memo:doctor or when something seems wrong.
wtf-happened
Retrieve a distilled timeline of the current troubleshooting incident and generate a runbook skeleton. Returns a concise summary by default, or the full untruncated timeline on request.