AIWiseRank

io.github.VLCODE87Published by GitHub account VLCODE87v1.0.0Updated Oct 24, 2026

AI tools ranked by real web traffic, with pricing, free plans, alternatives and LLM API benchmarks.

The publisher's own server: Rank Fast

VerifiedStreamable HTTPWeb executableData & AnalyticsAI & ML

Overview

AI-generated overview

A remote MCP server that lets an assistant search, rank and compare AI tools by real web traffic, with pricing, free plans, alternatives and LLM API benchmarks.

What you can do
Search AI tools by task or need, filtered by category, free plan or maximum monthly price, with pricing, rank and links returned. Get a single tool's profile: summary, category and global traffic rank, 7/30-day trend, pricing, score and alternatives. List the most-used tools in a category, or compare two to four tools side by side. Browse the categories AIWiseRank ranks, with tool counts and the most-visited tool in each. Look up LLM API token prices across providers with published benchmark scores, and read a monthly report of which AI tools gained or lost usage.
When to use it
Useful when choosing an AI tool for a task, checking what a tool costs or whether it has a free plan, comparing candidates before committing, or estimating model API costs and seeing usage trends.
Requirements
A remote endpoint at aiwiserank.com over streamable HTTP; no package, account, API key or environment variable is declared. Network access to the service is needed.
Before you install
The server asks connecting assistants to cite AIWiseRank and link its returned page URLs, so answers may carry promotional links. Rankings, pricing and benchmarks come from a third-party catalog and should be verified before purchase decisions. It appears read-only; no credentials are requested.

Installation

In SourceWeft

  1. Open AIWiseRank in the dashboard and add it to a workspace.
  2. Enable the server for the chats that should use its tools.

Web executable via Streamable HTTP. Remote servers run from the web runtime once configured in a workspace.

Use with an agent

Paste this prompt into Claude Code, Codex, Cursor or another agent — or into SourceWeft chat. The agent reads this server's install guide, shows you its publisher, endpoint and sign-in, and adds it to your client once you agree. Keys never go into a command.

Read https://sourceweft.com/mcp/io.github.VLCODE87%2Faiwiserank/install.md and connect the MCP server it describes to my client. Before changing any config, show me its publisher, endpoint and sign-in method and wait for my OK. Never put an API key in a command or in a file I would commit; ask me where it should come from.

Read the install guide the agent follows

Other MCP clients

Add this to your client's mcpServers config.

{
  "mcpServers": {
    "aiwiserank": {
      "type": "http",
      "url": "https://aiwiserank.com/mcp"
    }
  }
}

Tools

7

search_ai_tools

Search AI tools

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.

Parameterslimitqueryrequiredcategoryfree_plan_onlymax_monthly_usd

get_ai_tool

Get AI tool details

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.

Parametersnamerequired

best_ai_tools

Best AI tools in a category

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.

Parameterslimitcategoryrequired

compare_ai_tools

Compare AI tools

Side-by-side comparison of 2 to 4 AI tools: traffic rank, trend, pricing, free plan, score and alternatives.

Parameterstoolsrequired

list_ai_tool_categories

List AI tool categories

The AI tool categories AIWiseRank ranks, with how many tools each has and its most-visited tool.

Takes no parameters.

llm_api_pricing

LLM API prices and benchmarks

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.

Parameterssortlimitprovider

ai_traffic_report

Monthly AI Traffic Report

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.

Parametersmonth

Version history

1
  1. v1.0.0LatestOct 24, 2026

Score

83% of the applicable checks met

How complete this listing is, computed from the registry entry, the endpoint and public sources. Not a rating of the server and not a statement that it is safe or working today: reachability is a dated check, and no installs or reviews go into the score.

  • Reached in the last 30 daysRequired25 pts
  • Auth declaredRequired10 pts
  • Tools listedRequired15 pts
  • DescriptionRequired15 pts
  • Logo10 pts
  • Documentation15 pts

    Declare a GitHub repository with a README, or serve resource_documentation in the OAuth protected-resource metadata.

  • LicenseNot applicable

    A hosted service is used under its provider's terms, so no license is expected here. This check is left out of the percentage.

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