PROMPTS & MCP

CONNECTING SYSTEMS...

Prompts & MCP

Model Context Protocol (MCP) server listings for my neural network projects — published on Glama.ai.

MCP SERVERS

Sai Karun Nandipati publishes 18 Model Context Protocol servers for AI applications. MCP is the open standard that lets Claude, Cursor, ChatGPT and other AI clients call external tools and data sources over a single local interface. 2 of these are published and reachable on Glama today; the remainder are built and awaiting publication.

Published now

Built, awaiting publication

S-AI

PENDING — NOT PUBLISHED YET

Multi-agent swarm intelligence — vision, memory, and shared cognition.

MULTI-AGENTSWARMCOGNITION

source on GitHub

S-AI-UPDATE

PENDING — NOT PUBLISHED YET

S-AI synthetic executive with security hardening and guardrails.

SECURITYGUARDRAILSEXECUTIVE

source on GitHub

S-AI-SOULBOT

PENDING — NOT PUBLISHED YET

S-AI SoulBot v3.0 — AI companion with Jātaka-aligned behavioral guardrails.

V3.0GUARDRAILSSRS

source on GitHub

NEURAL-HARNESS

PENDING — NOT PUBLISHED YET

Shared validation engine measuring information-handling capacity across models.

VALIDATIONBENCHMARKENGINE

source on GitHub

SAMVIT

PENDING — NOT PUBLISHED YET

Local-first personal AI (संवित्) with trusted knowledge retrieval.

LOCAL-FIRSTPRIVACYRAG

source on GitHub

COLLABUILD

PENDING — NOT PUBLISHED YET

Multi-agent system pipeline from research paper to working prototype.

MASPAPER-TO-CODEPIPELINE

source on GitHub

AI-CONTENT-STUDIO

PENDING — NOT PUBLISHED YET

Content generation platform on React + Vite + ChromaDB.

CONTENTREACTCHROMADB

TEDDY-TECHLEARN

PENDING — NOT PUBLISHED YET

AI-enhanced M.Tech CSE learning companion with course intelligence.

EDTECHMTECHCOURSE

HEALTH-QUEST

PENDING — NOT PUBLISHED YET

Ethics-first food education companion for healthy living habits.

HEALTHETHICS-FIRSTEDUCATION

HELIXDB

PENDING — NOT PUBLISHED YET

Research and learning companion for students and research scholars.

RESEARCHLEARNINGCOMPANION

YOU-AI-ENGINE

PENDING — NOT PUBLISHED YET

Engine to build your own AI — configurable model orchestration.

ENGINEORCHESTRATIONCONFIGURABLE

GEMINI-AI-CHATBOT

PENDING — NOT PUBLISHED YET

Chatbot front-end powered by the Gemini API.

GEMINICHATBOTLLM

AISTUDIO

PENDING — NOT PUBLISHED YET

AI prototyping and experimentation studio.

STUDIOPROTOTYPEEXPERIMENT

BLOGBOT

PENDING — NOT PUBLISHED YET

Automated blog generation and publishing agent.

BLOGAGENTAUTOMATION

BUILDBOT

PENDING — NOT PUBLISHED YET

Student AI coding assistant — from research paper to working code.

CODERSTUDENTASSISTANT

ARTHAI

PENDING — NOT PUBLISHED YET

Agentic commerce gateway for MSMEs — Razorpay-integrated agents.

COMMERCEMSMEAGENTIC