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/reference-data-mcp-server --skill api-servicesgit clone --depth 1 https://github.com/cyanheads/reference-data-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/reference-data-mcp-server/api-services)<a href="https://agentmods.dev/skills/cyanheads/reference-data-mcp-server/api-services"><img src="https://agentmods.dev/badge/skills/cyanheads/reference-data-mcp-server/api-services/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/reference-data-mcp-server/api-services"><img src="https://agentmods.dev/badge/skills/cyanheads/reference-data-mcp-server/api-services.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 | $0.00032 | $0.00231 |
| Opus 5.5 | $0.00013 | $0.00092 |
| Sonnet 5.5 | $0.00006 | $0.00046 |
| Haiku 4.5 | $0.00003 | $0.00023 |
Grade A, and why
api-services scanned grade A with 0 findings 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 1mo 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.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
This is a copy
100% identical to api-services — 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.
What it actually says
Overview
Service providers are exported from @cyanheads/mcp-ts-core/services. These are documented here for servers that use the built-in providers.
All services follow the init/accessor pattern: initialized in setup(), accessed at request time via lazy accessor. See the add-service skill for the full pattern.
References
| Reference | Path | Description |
|---|---|---|
| LLM | references/llm.md |
OpenRouter-based LLM provider (ILlmProvider, streaming, config) |
| Speech | references/speech.md |
TTS/STT providers (SpeechService, ElevenLabs, Whisper) |
| Graph | references/graph.md |
Relationship graph operations (IGraphProvider, traversal, pathfinding) |
What ships with it
3 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
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.
- 1mo ago Changed 32d90afe3015
- 1mo ago First seen · 25 lines · 32 tokens per session scan A 46dbacdcd29e
api-services is a skill published in the GitHub repository cyanheads/reference-data-mcp-server (1 stars, last pushed 12d ago), licensed Apache-2.0. It adds 32 tokens to every session and 231 once invoked, about $0.0001 per session on Opus 5.5. A static security scan graded it A with 0 findings. It is 100% identical to api-services, differing in 0 lines, and is treated as a copy.
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wtf-happened
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wtf-now
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wtf
Launch the WTF flight recorder for a new troubleshooting incident. Archives any prior incident, prompts for an optional title, then puts Claude into flight recorder mode where significant observations, theories, and corrective actions are journaled automatically.
mem-search
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