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 skills add cyanheads/openfda-mcp-server --skill api-errorsgit clone --depth 1 https://github.com/cyanheads/openfda-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/openfda-mcp-server/api-errors)<a href="https://agentmods.dev/skills/cyanheads/openfda-mcp-server/api-errors"><img src="https://agentmods.dev/badge/skills/cyanheads/openfda-mcp-server/api-errors/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/cyanheads/openfda-mcp-server/api-errors"><img src="https://agentmods.dev/badge/skills/cyanheads/openfda-mcp-server/api-errors.svg" alt="Reviewed on agentmods" width="80" 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 5.1 | $0.00054 | $0.15494 |
| Opus 5.5 | $0.00022 | $0.06198 |
| Sonnet 5.5 | $0.00011 | $0.03099 |
| Haiku 4.5 | $0.00005 | $0.01549 |
Grade A, and why
api-errors 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 8d 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 articles = await ncbi.fetch(input.pmids); This is a copy
100% identical to api-errors — 47 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 — 596 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Overview
Error handling in @cyanheads/mcp-ts-core follows a strict layered pattern: tool and resource handlers throw McpError freely (no try/catch), the handler factory catches and normalizes all errors, and services use ErrorHandler.tryCatch for structured logging and wrapping.
Imports:
import { notFound, validationError, McpError, JsonRpcErrorCode } from '@cyanheads/mcp-ts-core/errors';
import { ErrorHandler } from '@cyanheads/mcp-ts-core/utils';
Type-Driven Error Contract (recommended)
The recommended path for new tools and resources. Declare failure modes as a const tuple under errors; the reason union flows into the handler's ctx.fail and TypeScript enforces that you can only fail with a declared reason:
import { tool, z } from '@cyanheads/mcp-ts-core';
import { JsonRpcErrorCode } from '@cyanheads/mcp-ts-core/errors';
export const fetchTool = tool('fetch_articles', {
description: 'Fetch articles by PMID',
input: z.object({ pmids: z.array(z.string()).describe('PMIDs') }),
output: z.object({ articles: z.array(z.unknown()).describe('Articles') }),
errors: [
{ reason: 'no_match', code: JsonRpcErrorCode.NotFound,
when: 'No requested PMID returned data',
recovery: 'Try pubmed_search_articles to discover valid PMIDs first.' },
{ reason: 'queue_full', code: JsonRpcErrorCode.RateLimited,
when: 'Local request queue is at capacity', retryable: true,
recovery: 'Wait 30 seconds and retry, or reduce batch size.' },
{ reason: 'ncbi_down', code: JsonRpcErrorCode.ServiceUnavailable,
when: 'NCBI E-utilities unreachable after retries', retryable: true,
recovery: 'NCBI is degraded; retry in a few minutes.' },
],
async handler(input, ctx) {
const articles = await ncbi.fetch(input.pmids);
if (articles.length === 0) {
throw ctx.fail('no_match', `None of ${input.pmids.length} PMIDs returned data`);
}
// ctx.fail('typo') ← TypeScript error: 'typo' isn't in the contract
return { articles };
},
});
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.
- 8d ago Changed · +3 lines cbdcefc1481b
- 17d ago Changed · +6 lines e63492a6893e
- 28d ago Changed · +53 lines 5fd057c0d5b3
- 1mo ago Changed · +5 lines c6d47b2125fb
- 1mo ago First seen · 529 lines · 54 tokens per session scan A 140957b2714f
api-errors is a skill published in the GitHub repository cyanheads/openfda-mcp-server (4 stars, last pushed 3d ago), licensed Apache-2.0. It adds 54 tokens to every session and 15,494 once invoked, about $0.0002 per session on Opus 5.5. A static security scan graded it A with 1 finding (makes network calls). It is 100% identical to api-errors, differing in 47 lines, and is treated as a copy.
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