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 robbyczgw-cla/web-search-plus-mcp --skill web-search-plusgit clone --depth 1 https://github.com/robbyczgw-cla/web-search-plus-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/robbyczgw-cla/web-search-plus-mcp/web-search-plus)<a href="https://agentmods.dev/skills/robbyczgw-cla/web-search-plus-mcp/web-search-plus"><img src="https://agentmods.dev/badge/skills/robbyczgw-cla/web-search-plus-mcp/web-search-plus/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/robbyczgw-cla/web-search-plus-mcp/web-search-plus"><img src="https://agentmods.dev/badge/skills/robbyczgw-cla/web-search-plus-mcp/web-search-plus.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 | $0.00132 | $0.01284 |
| Opus 5 | $0.00066 | $0.00642 |
| Sonnet 5 | $0.00026 | $0.00257 |
| Haiku 4.5 | $0.00013 | $0.00128 |
Grade A, and why
web-search-plus 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 yesterday.
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 — 123 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Web Search Plus
Web Search Plus gives you two MCP tools. Both return sources, never answers. You read the sources and synthesize; the server does not generate truth claims.
web_search— multi-provider search with automatic routing. Returns ranked results with URL, title, snippet, provider, and routing metadata.web_extract— fetches one or more URLs and returns bounded markdown (or HTML), with optional query-ranked spans for long pages.
When to prefer these over the built-in search
- The user wants to see which sources say something, or wants a quality/routing report.
- The query is provider-shaped: docs/API lookups, arXiv, CVE/security, GitHub/OSS discovery, local/shopping, news with a recency window.
- The user wants a specific provider or a specific locale.
- You need the full text of a page, not a snippet. Use
web_extract. - The user says "wsp", "web search plus", or names a provider.
For quick, one-line factual lookups the built-in search is fine. Do not run both for the same question unless the user asks to compare.
web_search
Required: query.
Useful parameters:
provider—auto(default) or one ofserper,brave,tavily,linkup,exa,firecrawl,parallel,you,searxng,keenable,serpbase,querit,donsetch,octen,tinyfish. Only providers with a configured key work; leaveautounless the user asks.count— results, default 5, max 20.freshness—day,week,month,yearfor recency.search_type—newsfor a news vertical.country/language— locale overrides.include_domains/exclude_domains— allow or deny lists.mode—researchqueries up to three providers concurrently, dedupes, and extracts the top sources. Slower and costs more; use for deep questions.quality_report—trueto include routing class, provider scores, and authority signals. Useful when the user asks why a result ranked where it did.
Example:
{ "query": "Hermes Agent 0.21 release notes", "freshness": "month", "count": 5 }
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.
- yesterday Changed 509a4550f911
- 4d ago Changed a9e4e9805085
- 6d ago First seen · 123 lines · 132 tokens per session scan A 1ea2d1e9d133
web-search-plus is a skill published in the GitHub repository robbyczgw-cla/web-search-plus-mcp (4 stars, last pushed 2d ago), licensed MIT. It adds 132 tokens to every session and 1,284 once invoked, about $0.0007 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 2026-09-05.
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