MCPBundles Blog

Guides for AI agents & real tools

Workflow stories, launch notes, and practical patterns for connecting chat to production systems.

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Twenty-Two Seconds Per MCP Call (and How We Fixed It)

MCP tool calls on the MCPBundles CLI dropped from ~22 seconds to ~0.4 seconds. We run dozens of production MCP calls every morning for growth ops — and a full refresh now finishes in under a minute instead of fifteen.

May 28, 20264 min read

MCP

SolarWinds Service Desk with AI: ITSM Workflows That Start With the Queue

How AI agents can triage incidents, trace problems and changes, review CMDB inventory, pull knowledge articles, and audit procurement from SolarWinds Service Desk.

May 27, 20265 min read

MCP

SonarCloud with AI: Code Quality Workflows That Start at the Gate

How AI agents can read SonarCloud organizations, projects, issues, quality gates, security hotspots, and measures for release readiness and security review in chat.

May 27, 20265 min read

MCP

Timely with AI: Time Tracking Workflows for Agencies and Teams

How AI agents can list Timely accounts, log hours against projects, manage clients and labels, plan forecasts, and review team activity from chat.

May 27, 20265 min read

MCP

Insightful with AI: Workforce, Projects, and Tracking Settings

How AI agents can use Insightful to review teams and employees, manage projects and tasks, and inspect shared tracking settings for workforce productivity workflows.

May 26, 20263 min read

A2A

Why MCPBundles Adopted the A2A Protocol (and How It Works)

MCP gives your AI tools. A2A agents run when nobody is in chat — on a schedule, from a webhook, or from another app. Here's why we built on the open Agent-to-Agent standard.

May 25, 20266 min read

MCP

AI That You Can See: Three Real MCP Apps in ChatGPT

MCP Apps put maps, layouts, and live data inside the conversation. Here are real ChatGPT screenshots — Canva, Tripadvisor, and Charge Atlas — not stock demos.

May 19, 20262 min read

Deep Dives

Which AI Tools Actually Support MCP Well Right Now (May 2026)

A frank, ranked field report on the state of Model Context Protocol support across Cursor, Claude Code, Claude Desktop, Claude.ai, ChatGPT, Codex, VS Code, Gemini, Windsurf, Zed, and the rest. What's smooth, what's quirky, and what just changed.

May 11, 202611 min read

MCP

Copper with AI: CRM Workflows Around the Inbox

How AI agents can use Copper CRM to review pipeline health, clean up contacts, prepare account follow-up, and keep sales work tied to Google Workspace context.

May 9, 20264 min read

MCP

Aircall with AI: Turning Missed Calls into Follow-Up Workflows

How AI agents can use Aircall to review missed calls, match contacts, audit team coverage, clean up tags, and manage safe follow-up workflows.

May 7, 20263 min read

MCP

HUD FMR and Income Limits with AI: Housing Research Needs Source Data

How AI agents can use HUD FMR, income limits, MTSP limits, and CHAS data to answer housing affordability and policy research questions with source evidence.

May 7, 20263 min read

MCP

UK House Price Data with AI: EPC, Land Registry & Price-Per-Square-Foot Evidence

Use UK house price data, EPC records, and Land Registry sold prices from AI agents or REST. Build bounded valuation evidence with price-per-square-foot comparables and confidence flags—not a single guessed number.

May 7, 20265 min read

MCP

PrestaShop with AI: Store Operations Need Workflows, Not Just Product Lookups

What AI agents can now do with a PrestaShop store: read products and stock, walk orders with line items and shipping, audit categories and pricing, manage customers, and surface localization gaps without opening the back office.

May 6, 20263 min read

MCP

Breezy HR with AI: Recruiting Workflows Need Stages, Not Just CRUD

How the Breezy HR MCP server turns ATS data into agent-ready recruiting workflows: companies, pipelines, positions, candidates, metadata, and stage moves.

May 4, 20263 min read

MCP

Mendeley with AI: Literature Reviews Need Reference Workflows, Not Just Search

What AI agents can now do with Mendeley: search saved papers, discover catalog records, clean citation metadata, organize folders, manage PDFs, annotate, and work with shared groups.

May 4, 20266 min read