mcp-server

ktx-ai-data-agents-mcp-context-skills: Precise data queries for AI agents

Name: ktx-ai-data-agents-mcp-context-skills: Precise data queries for AI agents
Author: Kaelio

Founders can let Claude, Codex or any LLM query data through MCP with built‑in skills, memory and a semantic layer—perfect for analytics‑heavy apps. 1.6k+ GitHub stars

From the repo · “ktx is an executable context layer for data and analytics agents 🐙 Allow Claude Code, Codex, and any AI agent to query data accurately through MCP with skills, memory and a semantic layer”

intermediate⏱ 1-2 hours💵 Free tier + paid plans for LLM API usage.

1,621 stars+4★ this week107 forksTypeScriptGuide quality 8/10 · reviewed Oct 19Updated 10/22/2026100% free · open source

What it is

Use ktx to run AI queries accurately on data.

Real use case example

"A founder like Rachel who wants to track sales data can use ktx to set up an automation: first, connect ktx to an Amazon product data feed, then use a Claude agent to query the data and update a Google Sheets spreadsheet, lastly, schedule the task to run daily."

Best insideClaude DesktopCodex CLIAny AI Client

When to use it

•When you need to integrate AI agents with your data analytics platform for more precise querying
•When you want to leverage semantic memory to improve the accuracy of your data analytics
•When you need to build custom data analytics agents with specific skills for your business intelligence tools

Ready-to-paste prompt

const ktx = require('ktx-ai-data-agents-mcp-context-skills'); const agent = new ktx.Agent(); agent.query('What is the total revenue for the current quarter?', (err, result) => { console.log(result); });

Saves to your device

Use with Claude

New

Skip the builder — one click puts this in Claude, Cursor, Antigravity and more.

🛠️ Technical setup

Expect 20–40 minutes in a terminal — or let your AI agent drive it.

Try it instantly — no install

Claude Code

mkdir -p ~/.claude/skills/ktx-ai-data-agents-mcp-context-skills && curl -fsSL https://workflowstacks.com/api/skills/ktx-ai-data-agents-mcp-context-skills/claude-skill -o ~/.claude/skills/ktx-ai-data-agents-mcp-context-skills/SKILL.md

Open in another AI app

Opens the app with this repo with the prompt ready to go — no copy-paste needed.

Connect the whole catalog (MCP)

claude mcp add --transport http workflowstacks https://workflowstacks.com/api/mcp

Adds a WorkflowStacks connector to Claude Code: search and load any skill here by chatting.

How ktx-ai-data-agents-mcp-context-skills: Precise data queries for AI agents works

Codeflow

Free to inspect

Ktx-ai-data-agents-mcp-context-skills: Precise data queries for AI agents is a very large TypeScript project (~133k lines across 681 code files, plus 525 test files). It is a full software project: use it through its install path rather than reading it end to end. Last commit this month, Apache-2.0 license, has a test suite.

Size

Very large codebase

~133k lines · 681 code files · days to read — use, don't read

Setup

Developer setup

A real software project. Use it via its install path; don't expect to read it all.

Runs on

Node.js

No API keys detected

TypeScript 84%Python 9%JavaScript 4%MDX 3%

Where to start reading

1
README.md
Start here — what it does and how to install it
2
AGENTS.md
The instructions the AI actually follows
3
package.json
Dependencies and the commands it exposes
4
skills/ktx/SKILL.md
Inside skills/ — an example of what the AI is told to do
5
examples/README.md
A worked example — copy this to get going

What's in each folder

skills/Prompts, skills & agent definitions3 files

packages/Sub-packages / plugins1288 files

examples/Examples you can copy19 files

docs/Documentation3 files

python/Folder185 files

docs-site/Folder93 files

scripts/Helper scripts63 files

.github/CI / automation (GitHub Actions)6 files

READMEHas testsDocumentedCI checksExamples includedApache-2.0 licenseUpdated this month

Use with Claude

New

Skip the builder — one click puts this in Claude, Cursor, Antigravity and more.

🛠️ Technical setup

Expect 20–40 minutes in a terminal — or let your AI agent drive it.

Try it instantly — no install

Claude Code

mkdir -p ~/.claude/skills/ktx-ai-data-agents-mcp-context-skills && curl -fsSL https://workflowstacks.com/api/skills/ktx-ai-data-agents-mcp-context-skills/claude-skill -o ~/.claude/skills/ktx-ai-data-agents-mcp-context-skills/SKILL.md

Open in another AI app

Opens the app with this repo with the prompt ready to go — no copy-paste needed.

Connect the whole catalog (MCP)

claude mcp add --transport http workflowstacks https://workflowstacks.com/api/mcp

Adds a WorkflowStacks connector to Claude Code: search and load any skill here by chatting.

Quick Actions

Details

Creator

Kaelio

Language

TypeScript