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The Merge Blog

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MCP Gateway: overview, benefits, and solutions

MCP Gateway: overview, benefits, and solutions

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MCP Gateway: overview, benefits, and solutions

Building with AI
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How we build the most reliable MCP connectors

News and stories from Merge
News and stories from Merge

Pipedream vs. Composio: which is better for your agents?

Introducing AI Data Transformations for Merge Unified: product-ready data, without custom code

News and stories from Merge
News and stories from Merge

How Merge Agent Handler lets you scale your AI agents without scaling risk

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News and stories from Merge

Hosted MCP platforms: overview, benefits, and the top vendors

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3 Airbyte alternatives to consider in 2026

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Integration deep dives

5 AI agent statistics to help you build agents in 2026

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Agentic integrations: overview, benefits, and top platforms

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3 Pipedream alternatives to consider in 2026

Integration deep dives
Integration deep dives

Unlocking more context for AI: Introducing Merge’s Chat Unified API

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News and stories from Merge

AI agent access control: overview, best practices, and tools

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AI agent monitoring: overview, tips, and the best tools

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Agent connectors: what you need to know

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Context graph: overview, benefits, and tips for using it

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What everyone is getting wrong about context graphs

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3 AI agent observability platforms to consider in 2026

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How we use testing to support the most reliable, secure, and scalable integrations

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News and stories from Merge

5 AI agent integration platforms to consider in 2026

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CRM MCP servers: overview, examples, and use cases

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How we restarted Merge in 2025

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A RevOps guide to AI transformation

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News and stories from Merge

Project management MCP servers: overview, examples, and use cases

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Email MCP servers: overview, examples, and use cases

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8 examples of MCP servers that can power your AI agents

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AI integration platform: functionality, benefits, and examples

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How Merge accelerates AI adoption across engineering without compromising security

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News and stories from Merge

How to create API tokens in Confluence (6 steps)

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Integration deep dives

MCP server logs: overview, benefits, and tips for using them

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MCP tool schema: what it is, how it works, and examples

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3 alternatives to Glean in 2026

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MCP tool descriptions: overview, examples, and best practices

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APIs for AI agents: what you should know

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How Merge empowers its engineers to leverage AI effectively

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News and stories from Merge

9 best practices for building secure and reliable AI agents

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Model Context Protocol (MCP) tools: what you need to know

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What are MCP connectors? Plus 3 real-world examples

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MCP observability: overview, benefits, and best practices

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Composio vs n8n: when to choose one over the other

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How we built an opinionated design system that enables our engineers to ship faster

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News and stories from Merge

How to test AI agents effectively (5 tips)

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3 Arcade.dev alternatives to consider in 2026

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3 AI agent management platforms to consider in 2026

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The 3 best AI agent authentication tools in 2026

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3 Composio alternatives to consider in 2026

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AI agent governance: key aspects, benefits, and platforms

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AI agent management: overview, examples, and best practices

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A guide to authenticating AI agents

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Introducing Merge Agent Handler: One platform to connect, govern, and monitor your AI agents

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News and stories from Merge

A guide to integrating with Paycor’s API

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Integration deep dives

B2B API integration: overview, examples, and best practices

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Integration deep dives

How to integrate with the OneDrive API via Python

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Integration deep dives

Inside Merge: how we’re building the leading sync engine

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News and stories from Merge

Finch API pricing: why it doesn’t meet your integration needs

A guide to integrating with Paylocity’s API 

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Integration deep dives

A guide to integrating with HiBob’s API

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Integration deep dives

How to integrate with the Dropbox API via Python

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Integration deep dives

How to decide between syncing and MCP for enterprise search

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Integration deep dives

5 real-world Model Context Protocol integration examples

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Semantic search: how to implement it for enterprise search

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A2A vs MCP: how they overlap and differ

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What is a SaaS integration platform? What you need to know

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Integration deep dives

Paycom API integration: everything you should know

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Integration deep dives

From profiling to production: How we reduced our log processing service's costs by 80%

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News and stories from Merge

Knowledge base integration: examples, tips, and benefits

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Integration deep dives

How to integrate with the Google Drive API via Python

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AI needs enterprise context. Merge’s new Knowledge Base Unified API delivers it

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News and stories from Merge

6 challenges of using the Model Context Protocol (MCP)

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How to test MCP servers effectively (6 best practices)

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Why Merge is more extensible than you think: a guide for engineers

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Why MCP and APIs work better together

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Introducing Destinations: data storage, your way

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The best unified API platforms in 2026

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AI agent vs MCP: how they differ and overlap

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5 ways to secure AI agents successfully in 2026

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AI agent observability: Here’s what you need to know

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How to scope any API integration project (5 steps)

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News and stories from Merge

How to use SaaS APIs successfully in 2026

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Integration deep dives

A guide to working with the SharePoint API

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Integration deep dives

5 Prismatic alternatives to consider in 2026

What are API access controls? Plus tips for adopting them

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Integration deep dives

6 Model Context Protocol alternatives to consider in 2026

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7 Finch API alternatives to consider in 2026

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Integration deep dives

5 StackOne alternatives and competitors to consider in 2026

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Integration deep dives

3 expert insights on building AI features successfully 

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3 Workday API connectors worth evaluating in 2026

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Integration deep dives

Mistral AI just raised the bar for enterprise AI search by using Merge

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News and stories from Merge

The 6 most popular alternatives to Nango.dev in 2026

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Integration deep dives

API vs AI: how to understand their relationship

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A guide to integrating with the FreshBooks API

30 AI prompts that product managers should start using

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The 5 best embedded iPaaS solutions in 2026

Why Hotglue’s pricing falls short of your integration needs

Integration deep dives
Integration deep dives

Rutter pricing: why it falls short of your integration needs

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Integration deep dives

Software scalability: design, strategies and best practices

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Integration deep dives

How to integrate with the SharePoint API via Python

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Integration deep dives

Integrations for AI agents: what you need to know

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Why Nango’s pricing plans don’t meet your integration needs

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Integration deep dives

Product development lifecycle: key stages and best practices

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Integration deep dives

Why Cyclr’s pricing doesn’t meet your integration needs

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Integration deep dives

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Product Profiles: Jason Hatchett, Senior PM at Drata

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Integration deep dives
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Why integration maintenance (almost) ruined my life

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How to get attachments from Jira using JavaScript

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Integration deep dives
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How to get projects from Jira using JavaScript

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11/15/2023

How to get comments from Jira using JavaScript

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Integration deep dives
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7 application integration examples worth implementing

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How to get comments from Jira using Python

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Integration deep dives
11/13/2023

How to get projects from Jira using Python

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News and stories from Merge
News and stories from Merge
11/13/2023

How to get attachments from Jira using Python

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Integration deep dives
Integration deep dives
11/13/2023

A guide to integrating multiple APIs

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11/13/2023

11 application integration tools to consider in 2026

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What is software integration? Here’s what you need to know

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11/9/2023

A guide to embedded workflow tools

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Integration deep dives
11/9/2023

What is automated provisioning? Plus real-world examples

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Integration deep dives
Integration deep dives
11/8/2023

How to plan any API integration project (4 steps)

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Integration deep dives
11/8/2023

A guide to marketing automation integration

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Integration deep dives
11/7/2023

How data from product integrations can fuel cutting-edge AI features and products (3 real-world examples)

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11/6/2023

4 common API integration challenges (based on our research)

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Integration deep dives
Integration deep dives
11/6/2023
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