Avneesh Kumar | Building AI-Native Education Systems for Modern Learners
Building AI-native education systems where incentives align with outcomes. Essays on education systems, incentive design, and how AI transforms learning infrastructure for modern learners.
https://avneesh.comConnect straight to this server’s public endpoint.
https://avneesh.com/api/mcpWe add this server to your workspace, walk through sign-in once, then open Studio with tools ready to run.
Last probed Sep 18, 2026 · avneesh.com
Avneesh Kumar | Building AI-Native Education Systems for Modern Learners requires sign-in before tools can be listed. Connect the MCP server to inspect the live tool list in your client.
Get your MCP into directories
A working endpoint is step one. Directory coverage is the coordinated launch across ChatGPT, Claude, Cursor, the MCP Registry, and community indexes.
Directory coverage for brandsBuilding AI-native education systems where incentives align with outcomes. Essays on education systems, incentive design, and how AI transforms learning infrastructure for modern learners.
Use the remote MCP URL on this page in your MCP client (Claude, Cursor, VS Code, and more). Copy the endpoint if your client needs a manual entry, then complete provider sign-in when your client connects — tools appear after authentication.
This endpoint requires provider sign-in, so MCPBundles could not list tools anonymously during the last probe. After you connect and authenticate in your MCP client, your session should receive the live tool list from the provider.
Avneesh Kumar | Building AI-Native Education Systems for Modern Learners may require signing in to the provider before tools can run. Connect through MCPBundles or your MCP client and complete any provider login when prompted.
Operate Avneesh Kumar | Building AI-Native Education Systems for Modern Learners? Verify ownership to take over this directory entry.
This server appears in the MCPBundles directory. Verify you operate it to take over the listing — name, description, logo, contact email, and skill content. We email a 6-digit code to a maintainer address your server publishes in /.well-known/security.txt or /.well-known/mcpbundles.json. Free, takes about a minute.
MCPBundles is an independent platform built on the open Model Context Protocol standard. Not affiliated with Anthropic PBC or Claude.