Integrations & Tools Blog Posts

130 posts covering productivity, communication, and automation tool integrations

Integrations & Tools2026-07-212 min read

Slack's Official MCP Server: What Replaced Anthropic's Reference Version

Slack now ships its own official MCP server, which replaced and archived Anthropic's earlier community reference implementation — letting AI agents read, search, and post in a workspace with the same permissions as the connecting user.

Slack bot examplesIntegration showcases
Integrations & Tools2026-07-211 min read

Gmail's Official MCP Server, and the Community Alternatives

Google runs an official, remote-hosted MCP server for Gmail alongside Calendar, Drive, and other Workspace apps — plus a healthy ecosystem of community-built alternatives if you need something the official server doesn't cover.

Email automation examplesGmail workflows
Integrations & Tools2026-07-211 min read

Google Calendar's Official MCP Server, Part of Workspace's Per-App Model

Google runs a dedicated, official MCP server for Calendar as part of its per-app Workspace MCP model — letting an agent list events and schedule meetings within the authenticated user's existing calendar permissions.

Calendar automationEvent scheduling examples
Integrations & Tools2026-07-211 min read

Notion's Official MCP Server: Workspace Search, Reads, and Writes

Notion runs its own official, hosted MCP server, letting AI clients search, read, create, and update pages and databases in a workspace through standardized tools rather than a custom integration.

Notion workflowsWiki integration examples
Integrations & Tools2026-07-211 min read

Atlassian's Official MCP Server: Jira, Confluence, and More via OAuth

Atlassian's remote MCP server went generally available in February 2026 — a cloud-hosted, official bridge connecting Jira, Confluence, Jira Service Management, Bitbucket, and Compass to Claude and other AI clients via OAuth 2.1.

Jira automation rulesIssue management examples
Integrations & Tools2026-07-211 min read

Trello MCP: Notably Absent From Atlassian's Official Server

Atlassian's official MCP server covers Jira, Confluence, JSM, Bitbucket, and Compass — but not Trello, despite Trello being an Atlassian product. Real community options fill that gap for now.

Trello power-upsBoard management examples
Integrations & Tools2026-07-211 min read

HubSpot's Official MCP Server: First Major CRM to Ship One

HubSpot was the first major CRM to ship a production-grade MCP integration, giving any MCP-compatible AI tool secure read/write access to contacts, deals, and engagements through natural conversation.

HubSpot workflowsCRM automation examples
Integrations & Tools2026-07-211 min read

Salesforce Doesn't Have an Official MCP Server (Yet)

Unlike HubSpot, Salesforce hasn't shipped a comparable official, production-grade MCP server as of this writing — its platform has stayed more closed to external builders, though Salesforce-owned Slack's MCP server is real and official.

SOQL query examplesSalesforce automation
Integrations & Tools2026-07-212 min read

Stripe's Official MCP Server: 23 Tools for Billing

Stripe ships its own official MCP server (docs.stripe.com/mcp) with 23 tools spanning customers, invoices, payments, refunds, disputes, and subscriptions — connectable via OAuth or API key, local or remote.

Payment workflowsInvoice automation examples
Integrations & Tools2026-07-212 min read

Shopify Made Every Store an MCP Node — Here's What That Means

On January 11, 2026, Shopify turned every store on its platform into an MCP-addressable node via four official servers — free, open source, and instantly available without a merchant opting in per-store.

Shopify app examplesInventory management
Integrations & Tools2026-07-212 min read

Zapier MCP: One Server, 8,000+ Apps, No Per-App Build

Zapier's official MCP server at mcp.zapier.com gives an AI agent access to every app already connected on Zapier — 8,000+ of them — through one URL, without building a separate MCP integration per app.

Zapier zapsWorkflow automation examples
Integrations & Tools2026-07-191 min read

MCP Server Make.com Integration Guide

Building MCP servers that integrate with Make.com automation platform.

Make scenariosAutomation flow examples
Integrations & Tools2026-07-211 min read

Twilio's Official MCP Server: 1,800+ Endpoints, 30+ Products

Twilio's official (alpha) MCP server gives AI coding agents direct access to Twilio's full API surface — over 1,800 endpoints across 30+ products — without leaving your IDE.

SMS automationTwilio code examples
Integrations & Tools2026-07-211 min read

Google Sheets' Official MCP Server (and Why Airtable May Fit Better)

Google runs an official MCP server for Sheets as part of its per-app Workspace lineup — reading and writing spreadsheet data through natural language, with the same permission-inheritance model as Gmail and Calendar.

Sheet templatesSpreadsheet automation
Integrations & Tools2026-07-211 min read

Airtable's Official MCP Server: 12 Tools Over OAuth

Airtable's official MCP server exposes 12 tools across bases, tables, records, fields, and schema — connect at mcp.airtable.com/mcp via OAuth, no separate installation needed.

Airtable basesDatabase automation examples
Integrations & Tools2026-07-191 min read

MCP Server for Microsoft Teams

Building MCP servers for Microsoft Teams communication.

Teams automationMicrosoft 365 integration
Integrations & Tools2026-07-211 min read

Asana's Official MCP Server: 15+ Tools, No Setup Required

Asana runs its own official MCP server at mcp.asana.com/v2/mcp with 15+ tools covering tasks, projects, portfolios, goals, and workspace-wide search — connect via OAuth, no self-hosting needed.

Asana project templatesAutomation recipe sharing
Integrations & Tools2026-07-211 min read

GitLab's Official MCP Server: From Experimental to Beta

GitLab ships its own official MCP server — introduced experimentally in GitLab 18.3, promoted to Beta in 18.6 — giving AI tools secure, OAuth-based access to projects, issues, merge requests, and CI/CD pipelines.

GitLab automationMR workflow sharing
Integrations & Tools2026-07-201 min read

How to Create MCP Server for Outlook

Reading, sending, and searching Outlook mail and calendar through the Microsoft Graph API as MCP tools.

Outlook integration examplesGraph API auth tips
Integrations & Tools2026-07-201 min read

MCP Server for Workato: Enterprise Automation

Triggering and monitoring Workato recipes from an MCP server, for teams standardized on Workato as their automation layer.

Workato recipesEnterprise automation patterns
Integrations & Tools2026-07-202 min read

How to Create MCP Server for GitHub

GitHub ships its own official MCP server, rewritten in Go with Anthropic's help — before building your own from scratch, it's worth knowing exactly what the official one already covers.

GitHub Actions integration ideasTool schema sharing
Integrations & Tools2026-07-201 min read

MCP Server for Google Drive Integration

Google runs an official Drive MCP server as part of its per-app Workspace lineup — but if you're building your own instead, the real API design insight is separating metadata search from content retrieval.

Drive workflowsFolder-scoping tips
Integrations & Tools2026-07-216 min read

Zerodha Kite MCP: Zerodha's Official AI Trading Assistant Server

Kite MCP is Zerodha's own official Model Context Protocol server, launched May 2025, that connects Claude, ChatGPT, and other AI assistants to your live Zerodha portfolio in read-only mode.

Trading workflowsPortfolio automation examples
Integrations & Tools2026-07-212 min read

Razorpay MCP Server: India's First Official Payment Gateway MCP

Razorpay was the first payment provider in India to ship an official MCP server, offering both a hosted remote endpoint and a self-hosted option for payment links, orders, and refunds.

Integration examplesAPI configs
Integrations & Tools2026-07-212 min read

GST MCP Servers: Real Options for AI-Assisted Tax Compliance

GST doesn't have one official government MCP server, but a handful of real, working ones already exist — from community India-Stack toolkits to commercial global tax platforms extending into GST/e-Invoice compliance.

Integration examplesAPI configs
Integrations & Tools2026-07-211 min read

Zoho Books MCP: Official AI-Powered Accounting, Real GST Relevance

Zoho's official MCP implementation covers Books alongside CRM, Desk, and Projects — letting AI agents generate invoices, update subscriptions, and handle customer billing data through standardized tools.

Integration examplesAPI configs
Integrations & Tools2026-07-212 min read

Building an MCP Server on ICICI Bank's Real API Banking Portal

ICICI Bank hasn't published an official MCP server, but it does run India's largest API Banking portal — nearly 250 real, documented APIs — which is a genuine, usable foundation for building one yourself.

Integration examplesAPI configs
Integrations & Tools2026-07-212 min read

PhonePe's Official MCP Server: Documentation, Not Payments

PhonePe publishes its own official MCP server — but it's a read-only developer-documentation assistant for the PhonePe Payment Gateway, not a way to move real money through an AI client.

Integration examplesAPI configs
Integrations & Tools2026-07-211 min read

Google Pay's Official MCP Server Is for Developers, Not Consumer Payments

Google runs a real, official Google Pay & Wallet Developer MCP server — but it's a documentation/integration-assistance tool for developers building against the Google Pay API, not a consumer payment integration specific to India.

Integration examplesAPI configs
Integrations & Tools2026-07-211 min read

Upstox MCP Server: Community-Built, Read-Only Market Access

Unlike Zerodha's first-party Kite MCP, the Upstox MCP Server (ravikant1918/mcp-server-upstox) is a community-built project — real and functional, but not an Upstox-published product.

Integration examplesAPI configs
Integrations & Tools2026-07-211 min read

Groww MCP Server: Community-Built Portfolio and Order Access

Community-built MCP servers exist for Groww, enabling AI agents to view portfolios, place orders, and get market data — real and functional, but not an official Groww product.

Integration examplesAPI configs
Integrations & Tools2026-07-211 min read

Angel One MCP Server: Community-Built SmartAPI Integration

A community-built MCP server wraps Angel One's SmartAPI, giving AI agents access to historical data and portfolio information for India's largest stockbroker by client count — not an Angel One-published product.

Integration examplesAPI configs
Integrations & Tools2026-07-211 min read

5paisa's Official MCP: Free AI Trading for All Account Holders

5paisa Capital officially launched MCP integration with Claude — real news, covered by multiple Indian business outlets — letting account holders place orders, analyze markets, and backtest strategies via natural language, free of charge.

Integration examplesAPI configs
Integrations & Tools2026-07-211 min read

Dhan MCP Server: Community-Built, Built for Algo Trading

A community-built, Python-based MCP server (vikkysarswat/dhan-mcp-server) wraps the Dhan trading platform, aimed specifically at algorithmic and quantitative trading strategies rather than casual portfolio queries.

Integration examplesAPI configs
Integrations & Tools2026-07-211 min read

SEBI Has No MCP Server — And Regulators Generally Don't

No evidence exists of an MCP server tied to SEBI, India's securities regulator. Regulators generally don't publish consumer-facing APIs the way exchanges or brokers do, which explains the gap structurally.

Integration examplesAPI configs
Integrations & Tools2026-07-211 min read

NSE MCP Servers: Real, Community-Built Market Data Access

Multiple real, community-built MCP servers expose NSE market data — stock quotes, historical prices — using libraries like yfinance, though none is an NSE-published official server.

Integration examplesAPI configs
Integrations & Tools2026-07-211 min read

BSE MCP Servers: Same Community Pattern as NSE

Community-built MCP servers cover BSE market data alongside NSE, typically in the same combined project rather than a BSE-specific one — no official BSE server exists.

Integration examplesAPI configs
Integrations & Tools2026-07-211 min read

MoneyControl MCP: Community-Built Scraper, Not Official

A community-built Apify server scrapes MoneyControl's live Nifty 50, NSE, and BSE data for AI consumption — a real, working project, but not an official MoneyControl integration.

Integration examplesAPI configs
Integrations & Tools2026-07-211 min read

Screener.in MCP: Real Fundamental Data for Indian Stocks

A real, dedicated Screener MCP server delivers genuine fundamental data for Indian listed companies — P&L, balance sheet, cash flow, ratios, peer comparisons — sourced from Screener.in.

Integration examplesAPI configs
Integrations & Tools2026-07-211 min read

Zoho CRM MCP: Qualify Leads and Update Deals Through Claude

Zoho's official MCP implementation covers CRM alongside Books, Desk, and Projects — letting AI agents qualify leads, update deals, send follow-ups, and manage sales pipelines through natural language.

Integration examplesAPI configs
Integrations & Tools2026-07-212 min read

HDFC Bank Has No MCP Server — But Its Partner API Gateway Is Real

HDFC Bank hasn't published an MCP server, but it has run real API Banking Summits since 2019 and exposes partner APIs across payments, customer sourcing, and servicing — a real foundation for anyone building one.

Integration examplesAPI configs
Integrations & Tools2026-07-211 min read

SBI Has No MCP Server — What Actually Exists Instead

State Bank of India has no confirmed official or community MCP server. Unlike ICICI and HDFC, SBI's direct developer API access is more limited, with most third-party integration going through account aggregators instead.

Integration examplesAPI configs
Integrations & Tools2026-07-211 min read

Axis Bank: No Confirmed MCP Server, Real API Banking Exists

Axis Bank has a real developer API program (named among top Indian private banks enabling open banking), but no confirmed official or community MCP server as of this writing.

Integration examplesAPI configs
Integrations & Tools2026-07-211 min read

Yes Bank: No Confirmed MCP Server as of This Writing

No official or notable community MCP server has been confirmed for Yes Bank. Corporate payment automation needs are more realistically served today through Razorpay, RazorpayX, or a custom API wrapper.

Integration examplesAPI configs
Integrations & Tools2026-07-211 min read

AU Small Finance Bank: No Confirmed MCP Server

No official or community MCP server has been confirmed for AU Small Finance Bank. Small finance banks generally lag larger private banks in public developer API maturity.

Integration examplesAPI configs
Integrations & Tools2026-07-211 min read

IDFC First Bank: No Confirmed MCP Server Yet

No official or community MCP server has been confirmed for IDFC First Bank, despite its digital-first positioning — a real gap given the bank's own emphasis on tech-forward banking.

Integration examplesAPI configs
Integrations & Tools2026-07-211 min read

Punjab National Bank: No Confirmed MCP Server

No official or community MCP server has been confirmed for Punjab National Bank — consistent with the broader pattern among Indian public-sector banks, which generally trail private banks in public developer API maturity.

Integration examplesAPI configs
Integrations & Tools2026-07-211 min read

Blinkit: Unofficial MCP Exists, Explicitly Not Affiliated

An unofficial MCP server lets Claude Desktop browse, search, and order from Blinkit — a real, functioning project, but explicitly not an official Blinkit product and not affiliated with the company.

Integration examplesAPI configs
Integrations & Tools2026-07-211 min read

Zepto: No MCP Server Found

No official or notable community MCP server has been confirmed for Zepto, unlike Blinkit which has at least an unofficial order-capable integration.

Integration examplesAPI configs
Integrations & Tools2026-07-211 min read

Amazon India: No Consumer MCP, But Real Seller-Facing Ones Exist

No consumer-facing "Amazon India shopping" MCP server exists — but real MCP servers do exist for Amazon Seller Central (via the SP-API) and various AWS services, a different audience entirely.

Integration examplesAPI configs
Integrations & Tools2026-07-211 min read

Flipkart: No Official MCP, Only Unofficial Scrapers

No official Flipkart MCP server exists. Available options are third-party Apify scrapers for price tracking and product data — not a Flipkart-published integration, and not order-capable.

Integration examplesAPI configs
Integrations & Tools2026-07-211 min read

Myntra: No MCP Server Found

No official or community MCP server has been confirmed for Myntra, consistent with the broader e-commerce pattern where only scraper-based (not order-capable) tools tend to exist.

Integration examplesAPI configs
Integrations & Tools2026-07-212 min read

Zomato MCP Server: Ordering Food Through Claude and ChatGPT

Zomato shipped its own official MCP server in 2025, letting AI assistants search restaurants, browse menus, build a cart, and check out with a UPI QR code — all through natural language.

Integration examplesAPI configs
Integrations & Tools2026-07-201 min read

OYO MCP Server – Hotel Booking

OYO MCP Server – Hotel Booking integration for automated workflows in India.

Integration examplesAPI configs
Integrations & Tools2026-07-201 min read

Goibibo MCP Server – Travel Services

Goibibo MCP Server – Travel Services integration for automated workflows in India.

Integration examplesAPI configs
Integrations & Tools2026-07-201 min read

IRCTC MCP Server – Train Tickets

IRCTC MCP Server – Train Tickets integration for automated workflows in India.

Integration examplesAPI configs
Integrations & Tools2026-07-201 min read

RedBus MCP Server – Bus Tickets

RedBus MCP Server – Bus Tickets integration for automated workflows in India.

Integration examplesAPI configs
Integrations & Tools2026-07-201 min read

Rapido MCP Server – Bike Taxi

Rapido MCP Server – Bike Taxi integration for automated workflows in India.

Integration examplesAPI configs
Integrations & Tools2026-07-201 min read

Uber India MCP Server – Ride Services

Uber India MCP Server – Ride Services integration for automated workflows in India.

Integration examplesAPI configs
Integrations & Tools2026-07-201 min read

Ola MCP Server – Ride & Mobility

Ola MCP Server – Ride & Mobility integration for automated workflows in India.

Integration examplesAPI configs
Integrations & Tools2026-07-211 min read

Cricbuzz MCP: Real Community Server for Live Cricket Data

A real, working community MCP server pulls player statistics, live match scores, schedules, and news from Cricbuzz — genuinely useful for a cricket-aware AI assistant, though not an official Cricbuzz release.

Integration examplesAPI configs
Integrations & Tools2026-07-211 min read

Hotstar (JioStar) MCP: No Evidence of a Streaming Integration

No evidence exists of an MCP server for Disney+ Hotstar (now part of JioStar). Video streaming platforms haven't been a focus area for MCP integration the way payments, food delivery, and trading have.

Integration examplesAPI configs
Integrations & Tools2026-07-211 min read

JioHotstar MCP: No Evidence Found

No evidence exists of an MCP server for JioHotstar (the merged Disney+ Hotstar and Jio streaming service), consistent with the broader absence of MCP activity in Indian streaming media.

Integration examplesAPI configs
Integrations & Tools2026-07-211 min read

Aaj Tak MCP: No Evidence of a News-Specific Integration

No evidence exists of an MCP server tied specifically to Aaj Tak. News organizations generally aren't publishing dedicated MCP servers yet, unlike financial data or cricket, which already have real community projects.

Integration examplesAPI configs
Integrations & Tools2026-07-211 min read

NDTV MCP: No Evidence Found

No evidence exists of an MCP server for NDTV, consistent with the broader absence of publisher-specific MCP integrations across Indian news media.

Integration examplesAPI configs
Integrations & Tools2026-07-211 min read

Delhivery MCP: Maps API Connected to AI Workflows

Delhivery has connected its Maps API suite to AI workflows using MCP, letting Claude, Cursor, and other clients auto-discover and execute location tools — a real, logistics-specific integration, not just generic package tracking.

Integration examplesAPI configs
Integrations & Tools2026-07-211 min read

Shadowfax: No Dedicated MCP Server Found

No Shadowfax-specific MCP server has been confirmed, despite Delhivery — a direct competitor — having connected its own Maps API to AI workflows via MCP.

Integration examplesAPI configs
Integrations & Tools2026-07-211 min read

Apollo Hospitals and MCP: A Real Naming Collision Worth Knowing

Searching "Apollo MCP server" mostly surfaces Apollo GraphQL's own unrelated product and Apollo.io's sales-intelligence server — not Apollo Hospitals, India's healthcare chain, which has no confirmed MCP server of its own.

Integration examplesAPI configs
Integrations & Tools2026-07-211 min read

ICICI Lombard: No MCP Server Found

No official or community MCP server has been confirmed for ICICI Lombard, one of India's largest general insurers. Insurance MCP tooling exists conceptually but no India-specific insurer integration was found.

Integration examplesAPI configs
Integrations & Tools2026-07-211 min read

HDFC Ergo: No MCP Server Found

No official or community MCP server has been confirmed for HDFC Ergo, consistent with the broader absence of MCP activity across Indian general insurance.

Integration examplesAPI configs
Integrations & Tools2026-07-211 min read

Reliance: No MCP Server (It's a Conglomerate, Not a Platform)

No MCP server exists for "Reliance" as a whole, because Reliance isn't a single product or platform — its digital consumer businesses (Jio, JioMart) are the more meaningful units to evaluate individually.

Integration examplesAPI configs
Integrations & Tools2026-07-211 min read

TCS: No MCP Product, But Client Delivery Work Almost Certainly Uses It

TCS hasn't published its own MCP product, unlike Wipro which has a public blog series on the topic — but as a systems integrator, TCS almost certainly builds MCP servers for individual client engagements that never become public.

Integration examplesAPI configs
Integrations & Tools2026-07-211 min read

Infosys: No Public MCP Product, Same B2B Pattern as TCS

No official MCP server or product has been confirmed from Infosys — the same finding as TCS and HCL, consistent with how systems integrators typically handle client-specific technical work.

Integration examplesAPI configs
Integrations & Tools2026-07-211 min read

Wipro: The One Indian IT Services Firm With Public MCP Content

Unlike TCS, Infosys, and HCL, Wipro has published a public blog series specifically about MCP — core concepts, FastMCP, authentication, Dockerizing servers — though this is educational content, not a Wipro-branded product.

Integration examplesAPI configs
Integrations & Tools2026-07-211 min read

HCL: No Public MCP Product, Same B2B Pattern as TCS and Infosys

No official MCP server or product has been confirmed from HCL — the same finding as TCS and Infosys, consistent with how systems integrators typically handle client-specific technical work.

Integration examplesAPI configs
Integrations & Tools2026-07-211 min read

Airtel MCP: No Official Server, One Real Multi-Telecom Scraper

No official Airtel MCP server exists. The one real, checkable option is a third-party scraper covering Jio, Airtel, Vi, and BSNL plans together — not an Airtel-specific integration.

Integration examplesAPI configs
Integrations & Tools2026-07-211 min read

Jio MCP: No Official Server Found

No official or brand-specific community MCP server exists for Jio — the same real multi-telecom plan scraper covering Jio/Airtel/Vi/BSNL is the only concrete option found, and it's public-data-only, not account access.

Integration examplesAPI configs
Integrations & Tools2026-07-211 min read

Vi (Vodafone Idea) MCP: No Official Server Found

No official or brand-specific community MCP server exists for Vi — same finding as Jio and Airtel, with the multi-carrier plan scraper as the only real, checkable option.

Integration examplesAPI configs
Integrations & Tools2026-07-211 min read

Karnataka Bank: No Confirmed MCP Server

No official or community MCP server has been confirmed for Karnataka Bank. Like most Indian regional banks, public developer API infrastructure is limited compared to the largest private banks.

Integration examplesAPI configs
Integrations & Tools2026-07-211 min read

City Union Bank: No Confirmed MCP Server

No official or community MCP server has been confirmed for City Union Bank, consistent with the broader pattern among Indian regional banks lacking public developer API programs.

Integration examplesAPI configs
Integrations & Tools2026-07-211 min read

Federal Bank: No Confirmed MCP Server

No official or community MCP server has been confirmed for Federal Bank, despite it being one of the more digitally-active regional Indian private banks.

Integration examplesAPI configs
Integrations & Tools2026-07-211 min read

Canara Bank: No Confirmed MCP Server

No official or community MCP server has been confirmed for Canara Bank, a public-sector bank where developer API programs are generally less mature than at large private banks.

Integration examplesAPI configs
Integrations & Tools2026-07-211 min read

Union Bank of India: No Confirmed MCP Server

No official or community MCP server has been confirmed for Union Bank of India, another public-sector bank without a confirmed public developer API program suited to MCP wrapping.

Integration examplesAPI configs
Integrations & Tools2026-07-211 min read

IndusInd Bank: No Confirmed MCP Server

No official or community MCP server has been confirmed for IndusInd Bank as of this writing.

Integration examplesAPI configs
Integrations & Tools2026-07-211 min read

Axis Bank MCP: Same Finding as Our Main Axis Bank Coverage

This covers the same ground as our primary Axis Bank MCP piece — no confirmed official or community server exists, though Axis does run a real developer API program.

Integration examplesAPI configs
Integrations & Tools2026-07-211 min read

MCP in Indian Hospital Systems: Why Manipal Doesn't Have One

No evidence exists of an MCP server for Manipal Hospitals, official or unofficial — and for good reason: hospital patient-record systems don't have public APIs a third party could safely wrap, unlike banks or e-commerce platforms.

Integration examplesAPI configs
Integrations & Tools2026-07-211 min read

AIIMS and MCP: No Evidence, and a Reasonable Explanation Why

No evidence exists of an MCP server tied to AIIMS. As a premier government medical institution, its patient systems are governed by data-protection obligations that make a third-party AI integration a much higher bar than a typical consumer API.

Integration examplesAPI configs
Integrations & Tools2026-07-211 min read

KMC Hospital: No MCP Server Found

No evidence exists of an MCP server for KMC Hospital, consistent with the pattern across Indian hospital chains generally.

Integration examplesAPI configs
Integrations & Tools2026-07-211 min read

Max Healthcare: No MCP Server Found

No evidence exists of an MCP server for Max Healthcare, consistent with the pattern across Indian hospital chains generally.

Integration examplesAPI configs
Integrations & Tools2026-07-211 min read

Zoho Inventory and MCP: Part of the Same Platform-Wide Rollout

Zoho's MCP push explicitly names CRM, Books, Desk, and Projects — Inventory isn't individually confirmed in that list, but sits in the same One ecosystem likely to follow the same platform-wide pattern.

Integration examplesAPI configs
Integrations & Tools2026-07-211 min read

Zoho Desk MCP: AI-Assisted Support Ticket Handling

Zoho Desk is one of the apps explicitly named in Zoho's official MCP rollout, alongside CRM, Books, and Projects — letting AI agents read and act on support tickets through standardized tools.

Integration examplesAPI configs
Integrations & Tools2026-07-211 min read

Zoho Projects MCP: Task and Timeline Management via AI

Zoho Projects is explicitly covered by Zoho's official MCP implementation, letting an AI agent query task status, timelines, and project health through standardized tools rather than manual dashboard checks.

Integration examplesAPI configs
Integrations & Tools2026-07-211 min read

KhataBook: No MCP Server Found

No official or community MCP server has been confirmed for KhataBook, the digital ledger app widely used by Indian small businesses.

Integration examplesAPI configs
Integrations & Tools2026-07-211 min read

OkCredit: No MCP Server Found

No official or community MCP server has been confirmed for OkCredit, consistent with the broader absence of MCP activity across India's small-business bookkeeping apps.

Integration examplesAPI configs
Integrations & Tools2026-07-211 min read

Vyapar: No MCP Server Found

No official or community MCP server has been confirmed for Vyapar, despite it being a more complete GST-capable accounting app than pure ledger apps like KhataBook or OkCredit.

Integration examplesAPI configs
Integrations & Tools2026-07-211 min read

MyBillBook: No MCP Server Found

No official or community MCP server has been confirmed for MyBillBook, consistent with the broader absence of MCP activity across India's small-business invoicing apps.

Integration examplesAPI configs
Integrations & Tools2026-07-211 min read

ProfitBooks: No MCP Server Found

No official or community MCP server has been confirmed for ProfitBooks. Zoho Books remains the more mature choice among Indian accounting platforms if official MCP support matters to your decision.

Integration examplesAPI configs
Integrations & Tools2026-07-211 min read

RazorpayX: Business Banking Under Razorpay's Official MCP Umbrella

RazorpayX, Razorpay's business banking product (payouts, current accounts, corporate cards), isn't confirmed to have a separate MCP server — it most likely falls under Razorpay's real, official MCP server rather than needing its own.

Integration examplesAPI configs
Integrations & Tools2026-07-212 min read

Cashfree's Remote MCP: Payments Over WhatsApp and Chat

Cashfree Payments launched an official Remote MCP server that lets merchants initiate and manage payments through conversational interfaces like WhatsApp, without writing integration code.

Integration examplesAPI configs
Integrations & Tools2026-07-211 min read

Instamojo: No MCP Server Found

No official or community MCP server has been confirmed for Instamojo, despite Razorpay, Cashfree, and PayU — its larger competitors — all shipping official ones.

Integration examplesAPI configs
Integrations & Tools2026-07-211 min read

CCAvenue: No MCP Server Found

No official or community MCP server has been confirmed for CCAvenue, one of India's older payment gateways, consistent with the pattern that MCP adoption correlates with more recent, larger-scale providers.

Integration examplesAPI configs
Integrations & Tools2026-07-212 min read

PayU MCP Server: Merchant AI Assistants Meet the Payment Stack

PayU rolled out an official MCP server letting merchants connect AI assistants like Claude directly to PayU's payment systems, part of a broader AI-powered tech stack push for its merchant base.

Integration examplesAPI configs
Integrations & Tools2026-07-211 min read

BillDesk MCP: Runs Through PayU, Not a Separate Product

BillDesk, long a dominant player in Indian bill payments, is now part of PayU — so BillDesk-related MCP workflows run through PayU's official server rather than a separate BillDesk-branded one.

Integration examplesAPI configs
Integrations & Tools2026-07-203 min read

MATLAB MCP Server: Complete Integration Guide

Connect an AI agent to a real MATLAB session using the official MATLAB Engine API for Python and the real MCP Python SDK — evaluate expressions, run scripts, and generate plots on demand.

Code sharing sectionBeginner Q&A forum