AJ NiPlex · India

I build AI agents and MCP servers.

I'm Adarsh Jaiswal, also known as AJ NiPlex. NiPlex-Harness runs a personal AI agent from Discord or Telegram, with 55 tools and approval buttons for anything risky. NiPlex-MCP puts 73 tools behind one Model Context Protocol connection.

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What I have built.

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Projects and tools

6 projects, plus the 7 groups of tools inside NiPlex-MCP. Scroll along the arc, hover a card to read more, then open it.

Core

NiPlex-HarnessA personal AI agent you run from Discord or Telegram.Open →

CoreNiPlex-MCPOne MCP connection that gives an AI agent 73 tools.Open →

Public toolsThreadForge-MCPChat threads that remember, served over MCP.Open →

Public tools

Rei-kun-BotA Discord AI bot with a persistent persona.Open →

Side projects

Niplex Research AIA mobile-first research assistant inside Obsidian.Open →

Side projectsNiPlex Harness siteThe docs site for the first public release of NiPlex-Harness.Open →

NiPlex-MCP38toolsGitHubRepositories, files, branches, commits, issues, pull requests, CI status and code search.Open →

NiPlex-MCP12toolsThreadForge chatPersistent multi-model threads and shared artifacts, proxied from ThreadForge-MCP.Open →

NiPlex-MCP8toolsRemote filesList, read, write, rename, search and delete files on a remote host over SFTP.Open →

NiPlex-MCP5toolsWeb and videoWeb search with fallbacks, page reading, and YouTube search, details and stats.Open →

NiPlex-MCP4toolsSandboxesRun code in two cloud sandboxes through one interface.Open →

NiPlex-MCP2toolsGeminiAsk Gemini, or analyse a YouTube video straight from its URL.Open →

NiPlex-MCP4toolsUtilitiesKeyword help across all tools, installed versions, recent errors and a helper.Open →

Projects and tools

6 projects, plus the 7 groups of tools inside NiPlex-MCP. Scroll along the arc, hover a card to read more, then open it.

CoreNiPlex-HarnessA personal AI agent you run from Discord or Telegram.CoreNiPlex-MCPOne MCP connection that gives an AI agent 73 tools.Public toolsThreadForge-MCPChat threads that remember, served over MCP.Public toolsRei-kun-BotA Discord AI bot with a persistent persona.Side projectsNiplex Research AIA mobile-first research assistant inside Obsidian.Side projectsNiPlex Harness siteThe docs site for the first public release of NiPlex-Harness.NiPlex-MCPGitHub · 38 toolsRepositories, files, branches, commits, issues, pull requests, CI status and code search.NiPlex-MCPThreadForge chat · 12 toolsPersistent multi-model threads and shared artifacts, proxied from ThreadForge-MCP.NiPlex-MCPRemote files · 8 toolsList, read, write, rename, search and delete files on a remote host over SFTP.NiPlex-MCPWeb and video · 5 toolsWeb search with fallbacks, page reading, and YouTube search, details and stats.NiPlex-MCPSandboxes · 4 toolsRun code in two cloud sandboxes through one interface.NiPlex-MCPGemini · 2 toolsAsk Gemini, or analyse a YouTube video straight from its URL.NiPlex-MCPUtilities · 4 toolsKeyword help across all tools, installed versions, recent errors and a helper.

Core

The two systems everything else connects to.

NiPlex-Harness

Private · In development

A personal AI agent you run from Discord or Telegram.

Also known as Kaizen Manas, with the agent itself named Manas. The name joins kaizen (continuous improvement) and manas (Sanskrit for mind), and replaced NiPlex Harness on 17 September 2026. One Python process built for a single owner and for free hosts with no PC, so your phone is the control panel. It keeps notes, searches the web and runs Python in a resource-limited sandbox, and it stops at approval buttons before anything risky. The current source is private; this page describes what it does. An older public snapshot is on GitHub.

Read how it works →

Tools61 in 13 switchable groups

Chat appsDiscord, Telegram

Code executionLimited sandbox + approval buttons

Tests484, run on Python 3.12 and 3.13

NiPlex-MCP

Private · Production

One MCP connection that gives an AI agent 73 tools.

A production Model Context Protocol server. Any MCP-capable AI client connects once and gets repository work, cloud sandboxes, remote file operations, web and YouTube search, Gemini analysis and persistent chat threads. The source is private; this page describes what it does.

Read how it works →

Tools73

AuthFail-secure API key

DispatchAllow-listed

SourcePrivate

Public tools

Working open-source projects built on the same ideas.

ThreadForge-MCP

Chat threads that remember, served over MCP. A multi-model chat server for MCP clients. Pass a thread ID and the conversation continues with its full history, so an AI client gets a chat partner that remembers earlier talks instead of starting blank every time.

Public · PrototypePythonFastMCPGemini

Rei-kun-Bot

A Discord AI bot with a persistent persona. A modular Python Discord bot that combines AI chat, a study-resource hub, custom emoji tools, code diagnostics and admin controls. Its persona stays consistent when the underlying model changes.

Public · MITPythondiscord.pyOpenRouter

What I build

The kinds of work these projects show I can do.

Discord and Telegram AI bots

Chat-first assistants with memory, permissions and admin controls. NiPlex-Harness and Rei-kun-Bot are working examples, and Rei-kun-Bot also falls back between models.

MCP servers and tool integrations

A Model Context Protocol server that gives any MCP-capable AI client the tools it needs, with allow-listed dispatch and key-based access.

Agent sandboxes with human approval

Code execution and file access that pause for an explicit approve or deny, so an agent can do real work without running unchecked.

Side projects

Smaller, personal or documentation projects.

Niplex Research AI

A mobile-first research assistant inside Obsidian.

Public · v0.1.23 · MIT

NiPlex Harness site

The docs site for the first public release of NiPlex-Harness.

Public · Static site

OpenDots

A fork kept for experiments. The original work belongs to CopilotKit.

Fork of CopilotKit/OpenDots

Want to see the code?

Every public project is open source on GitHub.

Open GitHub profile