kd-scout

View on GitHub

Zero-dependency MCP server: keyword difficulty, opportunity scoring, content briefs

0 stars PythonOthers Updated Aug 23, 2026

content-briefkeyword-researchmcp-servermodel-context-protocolpythonseo-toolskeyword-difficulty

Documentation

kd-scout

Zero-dependency MCP server for keyword research arithmetic: difficulty estimation,

opportunity scoring, and structured content briefs. Runs anywhere Python 3.10+ runs -

no packages, no API keys required for the deterministic mode.

Tools

Tool	Input	Output
`keyword_difficulty`	`keywords[]`	per-keyword difficulty 0-100
`opportunity_score`	`difficulty`, `monthly_volume`	blended 0-100 score
`content_brief`	`topic`	H2 outline, word-count target, FAQs, schema type

Install

bash

pip install kd-scout
kd-scout            # stdio MCP server

Or point any MCP client at the module directly:

json

{"command": "kd-scout"}

Production use

The scoring model is derived from the editorial pipeline behind

Groundwork's money & tools research, where it screens

hundreds of candidate keywords weekly.

License

MIT

Frequently asked questions

What is kd-scout?

kd-scout is Zero-dependency MCP server: keyword difficulty, opportunity scoring, content briefs

How do I install kd-scout?

Open the GitHub repository and follow its README. Most MCP servers are added to your client's MCP config, then called by your agent.

Is kd-scout open source?

Yes — it is hosted on GitHub at https://github.com/moiosintel/kd-scout.

Related MCP tools

OpenOSINT

AI-powered OSINT agent with interactive REPL, MCP server, and CLI. 19 tools. Works with Claude, GPT-4, or local models. For authorized security research only.

1,523 Python

ai-agentanthropicclaude+16

projectmem

Open-source coding agent memory. Records issues, attempts, fixes and decisions, then warns your agent before it repeats an approach that already failed. Native MCP server for Claude Code, Cursor, Antigravity and Codex. 100% local, no cloud, no telemetry. MIT.

796 Python

ai-agentsai-memoryai-tools+17

semble

Fast and Accurate Code Search for Agents. Uses 99% fewer tokens than grep+read

5,993 Python

agentscode-searchembeddings+4

FinanceToolkit

Transparent and Efficient Financial Analysis

5,288 Python

financial-statementsstock-datafundamental-analysis+17

mcp-context-forge

An AI Gateway, registry, and proxy that sits in front of any MCP, A2A, or REST/gRPC APIs, exposing a unified endpoint with centralized discovery, guardrails and management. Optimizes Agent & Tool calling, and supports plugins.

4,422 Python

agentsaiapi-gateway+17

tradingview-mcp

TradingView MCP server — real-time market data, technical analysis, screeners & backtesting for Claude, ChatGPT, Cursor & any MCP client. Stocks, crypto, forex & futures across global exchanges. Hosted or self-host.

4,351 Python

claude-desktopcryptocurrencymcp-server+10

Run your own MCP server? See who uses it and what to fix.

Measure it with TrackMCP