AIWiseRank
io.github.VLCODE87/aiwiserankVLCODE87streamable-httpv1.0.0Scanned
AI tools ranked by real web traffic, with pricing, free plans, alternatives and LLM API benchmarks.
7 tools: 3 change things and 4 only read.
- Reads private data · 0
- Reads text others write · 0
- Can send data out · 0
- No findings
Anlyon alternative
3 of these tools change something. Run those as governed actions.
Declare what an action changes, and Anlyon puts it under a shared limit, binds every approval to the exact request, and grades the outcome. It works on any HTTPS API you can describe as an action.
Anlyon does not run, proxy or govern this MCP server. A tool your own code calls directly is not routed through Anlyon and is not governed by it.
Import an OpenAPI spec →Tools
Grouped by what each tool does, most consequential first. Open one for its reasons and full description; descriptions are the publisher's own words.
7 tools
Changes things 3Claude Code: ask
ai_traffic_reportWhich AI tools gained and lost real-world usage in a month: key takeaways, biggest risers and fallers, category momentum.No findings
Why it is in this group
- Nothing in its name or description says what it does, so it is counted as a write.
- The server marks it read-only (readOnlyHint: true), but an annotation never lowers a class.
Description, as the server wrote it Which AI tools gained and lost real-world usage in a month: key takeaways, biggest risers and fallers, category momentum. Defaults to the latest month.
Annotations the server declares
- readOnlyHint: true
- destructiveHint: false
- idempotentHint: true
- openWorldHint: false
best_ai_toolsThe most-used AI tools in a category, ranked by real web traffic, with pricing and links.No findings
Why it is in this group
- Nothing in its name or description says what it does, so it is counted as a write.
- The server marks it read-only (readOnlyHint: true), but an annotation never lowers a class.
Description, as the server wrote it The most-used AI tools in a category, ranked by real web traffic, with pricing and links. Categories: Software Engineering, Design & Creative, AI Models, Customer Support, Writing & Content, Productivity, Marketing & SEO, Data Analytics, Video Production, Sales Intelligence.
Annotations the server declares
- readOnlyHint: true
- destructiveHint: false
- idempotentHint: true
- openWorldHint: false
llm_api_pricingAPI token prices (USD per 1M input/output tokens) for current AI models across providers (OpenAI, Anthropic, Google, DeepSeek, Mistral, xAI and more), with ARC-AGI-2 and SWE-bench …No findings
Why it is in this group
- Nothing in its name or description says what it does, so it is counted as a write.
- The server marks it read-only (readOnlyHint: true), but an annotation never lowers a class.
Description, as the server wrote it API token prices (USD per 1M input/output tokens) for current AI models across providers (OpenAI, Anthropic, Google, DeepSeek, Mistral, xAI and more), with ARC-AGI-2 and SWE-bench Verified scores where published. Sort by cheapest, best ARC-AGI-2 or best SWE-bench.
Annotations the server declares
- readOnlyHint: true
- destructiveHint: false
- idempotentHint: true
- openWorldHint: false
Only reads 4Show 4 read-only tools
compare_ai_toolsSide-by-side comparison of 2 to 4 AI tools: traffic rank, trend, pricing, free plan, score and alternatives.No findings
Why it is in this group
- The name "compare_ai_tools" says "compare": a word for reading.
Description, as the server wrote it Side-by-side comparison of 2 to 4 AI tools: traffic rank, trend, pricing, free plan, score and alternatives.
Annotations the server declares
- readOnlyHint: true
- destructiveHint: false
- idempotentHint: true
- openWorldHint: false
get_ai_toolEverything AIWiseRank knows about one AI tool: summary, category rank, global traffic rank and 7/30-day trend, pricing and free plan, score, top alternatives and links.No findings
Why it is in this group
- The name "get_ai_tool" says "get": a word for reading.
Description, as the server wrote it Everything AIWiseRank knows about one AI tool: summary, category rank, global traffic rank and 7/30-day trend, pricing and free plan, score, top alternatives and links.
Annotations the server declares
- readOnlyHint: true
- destructiveHint: false
- idempotentHint: true
- openWorldHint: false
list_ai_tool_categoriesThe AI tool categories AIWiseRank ranks, with how many tools each has and its most-visited tool.No findings
Why it is in this group
- The name "list_ai_tool_categories" says "list": a word for reading.
Description, as the server wrote it The AI tool categories AIWiseRank ranks, with how many tools each has and its most-visited tool.
Annotations the server declares
- readOnlyHint: true
- destructiveHint: false
- idempotentHint: true
- openWorldHint: false
search_ai_toolsFind AI tools for a task or need (e.g.No findings
Why it is in this group
- The name "search_ai_tools" says "search": a word for reading.
Description, as the server wrote it Find AI tools for a task or need (e.g. "edit podcast audio", "AI video avatars", "SEO keyword research"), ranked by real web traffic. Optional filters: category, free plan only, max monthly price in USD. Returns tools with pricing, rank and a link to each tool's AIWiseRank page.
Annotations the server declares
- readOnlyHint: true
- destructiveHint: false
- idempotentHint: true
- openWorldHint: false
This is not a safety rating, and no finding is not a safety guarantee. The groups and findings come from fixed checks of the tool definitions the server returned on the date shown, not from its code or what it does when called. How the checks work.
Exfil surface
Which tools read private data, which read text someone else can write, and which can send data out. One of each is a path a prompt injection can use.
No private-data, untrusted-input, outbound path in this server alone: no tool is tagged private-data or untrusted-input or outbound.
- Reads private data0
- Reads files, mail, messages, databases, secrets, calendars or repositories.
- Reads text others write0
- Brings in text someone else can write: web pages, inbound email, messages, issues and comments.
- Can send data out0
- Can carry data to people or systems: it sends, posts or publishes, or takes a recipient, channel or URL.
Other servers in the same agent add their own tools to these paths. Audit your whole setup to see them together.
Findings
Matches of fixed checks, with the text they matched.
No check matched anything in these tool definitions. That is not a safety guarantee.
History
Changes to its tool definitions and to its remote endpoint, newest first.
No change seen yet. Its tools are rescanned every day, and a remote endpoint is looked at once a week.
Install
Pinned to version 1.0.0. Values in angle brackets are yours to fill in.
claude mcp add --transport http aiwiserank https://aiwiserank.com/mcpclaude mcp add --transport http aiwiserank https://aiwiserank.com/mcpRun in a terminal.
Claude Code permissions
Allow the reads, ask before a change or a way out, deny the deletes. Paste into .claude/settings.json.
{
"permissions": {
"allow": [
"mcp__aiwiserank__search_ai_tools",
"mcp__aiwiserank__get_ai_tool",
"mcp__aiwiserank__compare_ai_tools",
"mcp__aiwiserank__list_ai_tool_categories"
],
"ask": [
"mcp__aiwiserank__best_ai_tools",
"mcp__aiwiserank__llm_api_pricing",
"mcp__aiwiserank__ai_traffic_report"
],
"deny": []
}
}Tools that only read are allowed, tools that change things ask first, tools that delete or cancel are denied. A read that can send data out (it takes a URL, say) asks first too. It assumes the server is installed as aiwiserank. Review it before you use it.
Pin
Keep the decision: fail CI when the tools change, follow every change, or show a badge.
Pin in CI
Fail a build when the tools you reviewed are not the tools the server serves today.
curl -s "https://anlyon.dev/api/v1/servers/io.github.VLCODE87/aiwiserank/verify?hash=eff5d9585669dc9fb507fb58c81074b6442ad6f4664e244a038173af17f6ea52" | jq -e '.changed == false'Pinned hash eff5d9585669, from Oct 24, 2026, 05:17 UTC.
Watch
Get told when its tools change: a new tool, a new description, a new class.
https://anlyon.dev/servers/io.github.VLCODE87/aiwiserank/changes.xmlAn Atom feed. Works in any feed reader or Slack's RSS app.
Badge
[](https://anlyon.dev/servers/io.github.VLCODE87/aiwiserank)Source: MCP Registry. Synced Oct 24, 2026, 05:17 UTC.