Subnetaiq

by WinstonFrankBot

295 downloads

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GitHub

Developer Tools

About

SubnetAIQ OpenClaw Skill — Bittensor intelligence for AI agents. Momentum scores, whale flows, mining directory, institutional tracking.

Details

Author: WinstonFrankBot
Downloads: 295
Categories: Developer Tools

- Tracks all 128 Bittensor subnets live every 2 minutes.
- Monitors GitHub dev activity on 100 repos (commit velocity, active/stale/inactive).
- Identifies 15 named institutional players (Polychain, DCG, Kraken, etc.).
- Proprietary momentum scoring (-100 to +100) for every subnet.
- Twitter sentiment analysis for 13 subnets via SN13 Data Universe.
- Mineability scores (0-100) with verdicts: MINE, CAUTION, or AVOID.

Setting up with Highlight

This MCP is not yet compatible with Highlight’s one-click setup. However, you can still use it with Highlight by following these steps:

Download and install Highlight from highlightai.com/download
Navigate to the plugins tab and select "Add Custom Plugin"
Configure the plugin with the settings below

Plugin Name Subnetaiq

Command (node, npx, python, etc.)

Please refer to the README for specific instructions on how to obtain API keys or other required environment variables.
Enable "Start Automatically" if you want the plugin to start when Highlight launches

Setting up with Cursor

Open Cursor's settings
Navigate to the MCP section
Click "Add new Global MCP server"
Copy and paste the configuration below based on your operating system

JSON

{
    "mcpServers": {
        "subnetaiq": {
            "subnetaiq": {
                "command": "python3",
                "args": [
                    "subnetaiq_mcp_server.py"
                ]
            }
        }
    }
}

JSON

{
    "mcpServers": {
        "subnetaiq": {
            "subnetaiq": {
                "command": "python3",
                "args": [
                    "subnetaiq_mcp_server.py"
                ]
            }
        }
    }
}

JSON

{
    "mcpServers": {
        "subnetaiq": {
            "subnetaiq": {
                "command": "python3",
                "args": [
                    "subnetaiq_mcp_server.py"
                ]
            }
        }
    }
}

Setting up with Claude Desktop

Open Claude Desktop's settings
Go to the Integrations tab
Click "Add MCP Server"
Use the configuration below based on your operating system

Note: Make sure Claude Desktop is running before attempting to connect.

JSON

{
    "mcpServers": {
        "subnetaiq": {
            "subnetaiq": {
                "command": "python3",
                "args": [
                    "subnetaiq_mcp_server.py"
                ]
            }
        }
    }
}

JSON

{
    "mcpServers": {
        "subnetaiq": {
            "subnetaiq": {
                "command": "python3",
                "args": [
                    "subnetaiq_mcp_server.py"
                ]
            }
        }
    }
}

JSON

{
    "mcpServers": {
        "subnetaiq": {
            "subnetaiq": {
                "command": "python3",
                "args": [
                    "subnetaiq_mcp_server.py"
                ]
            }
        }
    }
}

Setting up with Windsurf

Open Windsurf's preferences
Go to the Integrations section
Click "Add MCP Integration"
Use the configuration below based on your operating system

JSON

{
    "mcpServers": {
        "subnetaiq": {
            "subnetaiq": {
                "command": "python3",
                "args": [
                    "subnetaiq_mcp_server.py"
                ]
            }
        }
    }
}

JSON

{
    "mcpServers": {
        "subnetaiq": {
            "subnetaiq": {
                "command": "python3",
                "args": [
                    "subnetaiq_mcp_server.py"
                ]
            }
        }
    }
}

JSON

{
    "mcpServers": {
        "subnetaiq": {
            "subnetaiq": {
                "command": "python3",
                "args": [
                    "subnetaiq_mcp_server.py"
                ]
            }
        }
    }
}

Setting up with Cline

Open Cline's settings
Navigate to the Integrations section
Click "Add MCP Server"
Copy and paste the configuration below based on your operating system

Note: Make sure to restart Cline after adding the configuration.

JSON

{
    "mcpServers": {
        "subnetaiq": {
            "subnetaiq": {
                "command": "python3",
                "args": [
                    "subnetaiq_mcp_server.py"
                ]
            }
        }
    }
}

JSON

{
    "mcpServers": {
        "subnetaiq": {
            "subnetaiq": {
                "command": "python3",
                "args": [
                    "subnetaiq_mcp_server.py"
                ]
            }
        }
    }
}

JSON

{
    "mcpServers": {
        "subnetaiq": {
            "subnetaiq": {
                "command": "python3",
                "args": [
                    "subnetaiq_mcp_server.py"
                ]
            }
        }
    }
}

Setting up with Goose

Open Goose's preferences
Go to the Integrations tab
Select "MCP Servers"
Click "Add New Server"
Use the configuration below based on your operating system

JSON

{
    "mcpServers": {
        "subnetaiq": {
            "subnetaiq": {
                "command": "python3",
                "args": [
                    "subnetaiq_mcp_server.py"
                ]
            }
        }
    }
}

JSON

{
    "mcpServers": {
        "subnetaiq": {
            "subnetaiq": {
                "command": "python3",
                "args": [
                    "subnetaiq_mcp_server.py"
                ]
            }
        }
    }
}

JSON

{
    "mcpServers": {
        "subnetaiq": {
            "subnetaiq": {
                "command": "python3",
                "args": [
                    "subnetaiq_mcp_server.py"
                ]
            }
        }
    }
}

From the repository

Use the MCP server with Claude Code (claude mcp add subnetaiq -- python3 subnetaiq_mcp_server.py), the Python skill (from subnetaiq_skill import get_momentum_scores), or direct API calls (e.g., curl https://subnetaiq.io/api/v1/momentum). A free tier offers 10 queries per minute with no authentication required.

Claude Desktop / Cursor

Paste into your MCP client config file to install this server.

{
    "mcpServers": {
        "subnetaiq": {
            "subnetaiq": {
                "command": "python3",
                "args": [
                    "subnetaiq_mcp_server.py"
                ]
            }
        }
    }
}

McpServers

{
    "subnetaiq": {
        "command": "python3",
        "args": [
            "subnetaiq_mcp_server.py"
        ]
    }
}

SubnetAIQ — Bittensor Intelligence for AI Agents

The ONLY open, agent-friendly API for Bittensor (TAO) subnet analytics.

128 subnets tracked. 100 GitHub repos monitored. 15 institutional players. Proprietary momentum scoring. Mineability intelligence — know BEFORE you deploy. Free tier.

Quick Start

curl https://subnetaiq.io/api/v1/health

What We Track

| Data | Coverage |
|------|----------|
| Subnets | All 128, live every 2 min |
| GitHub Dev Activity | 100 repos — commit velocity, last commit, active/stale/inactive |
| Institutional Players | 15 named validators (Polychain, DCG, Kraken, OTF, Grayscale pending) |
| Momentum Scoring | Proprietary -100 to +100 for every subnet |
| Twitter Sentiment | 13 subnets via SN13 Data Universe |
| Mining Skills | "How to use" + "How to mine" for 14 subnets |
| Whale Flows | Large position changes + institutional movements |
| Mineability Scores | 0-100 score per subnet — earning ratio, concentration, verdict (MINE/CAUTION/AVOID) |

14 API Endpoints

| Endpoint | Description |
|----------|-------------|
| /api/v1/health | Status + capabilities |
| /api/v1/subnets | All 128 subnets — price, liquidity, emissions |
| /api/v1/subnet/{id} | Single subnet + momentum |
| /api/v1/momentum | Proprietary momentum scores |
| /api/v1/top-subnets | Ranked by liquidity, emission, or price |
| /api/v1/whale-flows | Institutional + whale movements |
| /api/v1/institutional | 15+ named institutional players |
| /api/v1/dev-activity | 100 GitHub repos — commit velocity |
| /api/v1/sentiment | Twitter sentiment for 13 subnets |
| /api/v1/skills | Subnet skill directory |
| /api/v1/skills/{id} | Per-subnet use + mine instructions |
| /api/v1/mining-directory | Hardware requirements + setup |
| /api/v1/mineability | Should you mine this subnet? Score + verdict |
| /api/v1/pricing | Tier pricing for agents |

Install

MCP Server (Claude Code)

claude mcp add subnetaiq -- python3 subnetaiq_mcp_server.py

Python Skill

from subnetaiq_skill import get_momentum_scores, get_bullish_subnets
bullish = get_bullish_subnets(min_score=15)

Direct API

curl https://subnetaiq.io/api/v1/momentum
curl https://subnetaiq.io/api/v1/dev-activity
curl https://subnetaiq.io/api/v1/institutional

Discovery

| Method | URL |
|--------|-----|
| OpenAPI Spec | subnetaiq.io/openapi.json |
| AI Plugin | subnetaiq.io/.well-known/ai-plugin.json |
| MCP Server | This repo: subnetaiq_mcp_server.py |
| Python Skill | This repo: subnetaiq_skill.py |

Free Tier

10 queries/minute. No auth required. All endpoints.

---

subnetaiq.io — The intelligence layer for Bittensor.

128 subnets · 100 GitHub repos · 15 institutions · 13 endpoints · Free tier

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About

Details

Jump to

Setting up with Highlight

From the repository

Claude Desktop / Cursor

McpServers

SubnetAIQ — Bittensor Intelligence for AI Agents

Quick Start

What We Track

14 API Endpoints

Install

MCP Server (Claude Code)

Python Skill

Direct API

Discovery

Free Tier

Install

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