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 ccchenhuohuo/sorftime-mcp --skill sorftime-researchgit clone --depth 1 https://github.com/ccchenhuohuo/sorftime-mcpWrote 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/ccchenhuohuo/sorftime-mcp/sorftime-research)<a href="https://agentmods.dev/skills/ccchenhuohuo/sorftime-mcp/sorftime-research"><img src="https://agentmods.dev/badge/skills/ccchenhuohuo/sorftime-mcp/sorftime-research/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/ccchenhuohuo/sorftime-mcp/sorftime-research"><img src="https://agentmods.dev/badge/skills/ccchenhuohuo/sorftime-mcp/sorftime-research.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 | $0.00103 | $0.00883 |
| Opus 5 | $0.00051 | $0.00441 |
| Sonnet 5 | $0.00021 | $0.00177 |
| Haiku 4.5 | $0.00010 | $0.00088 |
Grade A, and why
sorftime-research 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 9d 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.
How it starts
The opening of the file, as written. The whole thing — 64 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Sorftime Research
Treat MCP as the execution and policy authority. Use this Skill only for routing, clarification, evidence handling, and bounded interpretation. Never shell out to the CLI for an end-user data request.
Start with policy discovery
Call sorftime_capabilities when the connected server version, enabled admin surface, or policy is uncertain. Trust its response over remembered tool availability. The current compatibility baseline is free_read_only; paid reads and every state-changing call are unavailable through MCP.
Do not request or transmit the Sorftime Account-SK. Identity comes from the MCP transport, never from tool arguments.
Route the request
| User intent | Route |
|---|---|
| Check points, Request balance, or quota status | sorftime_check_quota |
| List existing monitors or subscriptions | sorftime_list_monitors |
| Read an existing monitor batch/result | sorftime_get_monitoring_results |
| Inspect an administrator-owned usage/task result | Use an admin tool only if it appears in sorftime_capabilities |
| Realtime product lookup, product search, category analysis, keyword research | Explain that paid reads are not enabled; do not call another tool as a substitute |
| Create/pause/start/delete a monitor or subscription | Explain that mutations are not exposed; direct an administrator to the CLI workflow |
Read references/mcp-contract.md for exact tool selectors and current reader/admin boundaries. Read references/workflows.md for multi-step monitor workflows. Read references/interpretation-boundaries.md before comparing or explaining results.
Clarify before calling
Ask for the smallest missing selector:
- marketplace for marketplace-specific monitors;
- monitor type when “monitoring” is ambiguous;
- task or schedule ID for execution results;
- NodeId, list type, and exact hour for a Best Seller snapshot;
- one or more 10-character ASINs for subscription data.
What ships with it
5 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.
- 9d ago First seen · 64 lines · 103 tokens per session scan A 91a291f4066b
sorftime-research is a skill published in the GitHub repository ccchenhuohuo/sorftime-mcp (1 stars, last pushed 1mo ago), licensed MIT. It adds 103 tokens to every session and 883 once invoked, about $0.0005 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.
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