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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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How we build the most reliable MCP connectors

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

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

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

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MCP Gateway: overview, benefits, and solutions

Building with AI
Building with AI

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

News and stories from Merge
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

Integration deep dives
Integration deep dives

5 AI agent statistics to help you build agents in 2026

Building with AI
Building with AI

Agentic integrations: overview, benefits, and top platforms

Building with AI
Building with AI

3 Pipedream alternatives to consider in 2026

Integration deep dives
Integration deep dives

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

News and stories from Merge
News and stories from Merge

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

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Building with AI

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

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Building with AI

Agent connectors: what you need to know

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Building with AI

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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Building with AI

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

News and stories from Merge
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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Building with AI

How we restarted Merge in 2025

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News and stories from Merge

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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Building with AI

8 examples of MCP servers that can power your AI agents

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Building with AI

AI integration platform: functionality, benefits, and examples

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Building with AI

How Merge accelerates AI adoption across engineering without compromising security

News and stories from Merge
News and stories from Merge

How to create API tokens in Confluence (6 steps)

Integration deep dives
Integration deep dives

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

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Building with AI

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

News and stories from Merge
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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Building with AI

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

News and stories from Merge
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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Building with AI

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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Building with AI

3 Composio alternatives to consider in 2026

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Building with AI

AI agent governance: key aspects, benefits, and platforms

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Building with AI

AI agent management: overview, examples, and best practices

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A guide to authenticating AI agents

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Building with AI

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

News and stories from Merge
News and stories from Merge

A guide to integrating with Paycor’s API

Integration deep dives
Integration deep dives

B2B API integration: overview, examples, and best practices

Integration deep dives
Integration deep dives

How to integrate with the OneDrive API via Python

Integration deep dives
Integration deep dives

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

News and stories from Merge
News and stories from Merge

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

A guide to integrating with Paylocity’s API 

Integration deep dives
Integration deep dives

A guide to integrating with HiBob’s API

Integration deep dives
Integration deep dives

How to integrate with the Dropbox API via Python

Integration deep dives
Integration deep dives

How to decide between syncing and MCP for enterprise search

Integration deep dives
Integration deep dives

5 real-world Model Context Protocol integration examples

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Building with AI

Semantic search: how to implement it for enterprise search

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Building with AI

A2A vs MCP: how they overlap and differ

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Building with AI

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

Integration deep dives
Integration deep dives

Paycom API integration: everything you should know

Integration deep dives
Integration deep dives

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

News and stories from Merge
News and stories from Merge

Knowledge base integration: examples, tips, and benefits

Integration deep dives
Integration deep dives

How to integrate with the Google Drive API via Python

Integration deep dives
Integration deep dives

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

News and stories from Merge
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

Product
Product

Why MCP and APIs work better together

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Introducing Destinations: data storage, your way

Product
Product

The best unified API platforms in 2026

Integration deep dives
Integration deep dives

AI agent vs MCP: how they differ and overlap

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Building with AI

5 ways to secure AI agents successfully in 2026

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Building with AI

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

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Building with AI

How to scope any API integration project (5 steps)

News and stories from Merge
News and stories from Merge

How to use SaaS APIs successfully in 2026

Integration deep dives
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

Integration deep dives
Integration deep dives

6 Model Context Protocol alternatives to consider in 2026

Building with AI
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7 Finch API alternatives to consider in 2026

Integration deep dives
Integration deep dives

5 StackOne alternatives and competitors to consider in 2026

Integration deep dives
Integration deep dives

3 expert insights on building AI features successfully 

Building with AI
Building with AI

3 Workday API connectors worth evaluating in 2026

Integration deep dives
Integration deep dives

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

News and stories from Merge
News and stories from Merge

The 6 most popular alternatives to Nango.dev in 2026

Integration deep dives
Integration deep dives

API vs AI: how to understand their relationship

Building with AI
Building with AI

A guide to integrating with the FreshBooks API

30 AI prompts that product managers should start using

Building with AI
Building with AI

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

Integration deep dives
Integration deep dives

Software scalability: design, strategies and best practices

Integration deep dives
Integration deep dives

How to integrate with the SharePoint API via Python

Integration deep dives
Integration deep dives

Integrations for AI agents: what you need to know

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

Integration deep dives
Integration deep dives

Product development lifecycle: key stages and best practices

Integration deep dives
Integration deep dives

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

Integration deep dives
Integration deep dives

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Simplifying our linking flow: prefixes and suffixes

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News and stories from Merge
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12/3/2021

Fulfilling the promise of payroll APIs

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Product
Product
11/24/2021

Not all API companies are the same

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11/16/2021

Announcing our $15 million Series A and Expanded Partnerships

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11/3/2021

Announcing Merge's partnership with UKG

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Partners
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9/21/2021

What is a unified API?

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Product
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9/17/2021

How Merge helps post-sales teams succeed with integrations

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9/15/2021

My design internship at Merge

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Design
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9/8/2021

Announcing our Help Center

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7/12/2021

Designing docs for Merge's Unified API

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Design
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6/30/2021

An interview with Ashby on RPC APIs

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6/23/2021

Announcing single tenancy at Merge

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6/15/2021

Building integration-first products right using adaptive UIs

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5/27/2021

Announcing Merge’s $4.5M seed round and Accounting API

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News and stories from Merge
5/17/2021

The rise of cool APIs

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5/13/2021

Integrations in 3 methods — why Merge is API-first

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Product
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5/11/2021

Why we started Merge

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4/8/2021

How top employee benefits providers use Merge’s new Bank Info and Pay Group models

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