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The Merge Blog

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What everyone is getting wrong about context graphs

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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3 AI agent integration platforms to consider in 2026

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CRM MCP servers: overview, examples, and use cases

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What everyone is getting wrong about context graphs

Building with AI
Building with AI

3 AI agent observability platforms to consider in 2026

Building with AI
Building with AI

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

News and stories from Merge
News and stories from Merge

3 AI agent integration platforms to consider in 2026

Building with AI
Building with AI

CRM MCP servers: overview, examples, and use cases

Building with AI
Building with AI

How we restarted Merge in 2025

News and stories from Merge
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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5 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

News and stories from Merge
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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Composio pricing: why it falls short of your integration needs

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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

8 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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A guide to managing AI agents effectively

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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

News and stories from Merge
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

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

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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

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

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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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Integration deep dives

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)

News and stories from Merge
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

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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

Integration deep dives
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

Integration deep dives
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

Integration deep dives
Integration deep dives

StackOne pricing: why it falls short of your integration needs

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

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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

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Integration deep dives

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

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Integration deep dives

AI agent vs RAG: how the two differ and where they overlap

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Agentic RAG: definition, benefits, and real-world examples

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A guide to planning products successfully in 2025

Integration deep dives
Integration deep dives

Why Prismatic's pricing doesn’t meet your integration needs

Integration deep dives
Integration deep dives

Why MCP token management falls short of your security needs

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Product management tools for 2025: what to use and why

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Merge is officially integrated with Justworks! Here’s how we’ll help you integrate with the PEO and payroll provider

Partners
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A guide on how retrieval-augmented generation (RAG) works

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Why product integrations should be offered in every pricing plan

Integration deep dives
Integration deep dives

Product roadmap: examples, tips, and formats to consider

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Integration deep dives

Best RAG tools to improve accuracy and personalization

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The hidden security threats of MCP—and how to mitigate them

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MCP vs RAG: how they overlap and differ

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What everyone is getting wrong about context graphs

Blog Posts
Building with AI
Building with AI
1/12/2026

3 AI agent observability platforms to consider in 2026

Blog Posts
Building with AI
Building with AI
1/8/2026

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

Blog Posts
News and stories from Merge
News and stories from Merge
1/8/2026

3 AI agent integration platforms to consider in 2026

Blog Posts
Building with AI
Building with AI
1/5/2026

CRM MCP servers: overview, examples, and use cases

Blog Posts
Building with AI
Building with AI
12/19/2025

How we restarted Merge in 2025

Blog Posts
News and stories from Merge
News and stories from Merge
12/18/2025

A RevOps guide to AI transformation

Blog Posts
News and stories from Merge
News and stories from Merge
12/18/2025

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

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Building with AI
Building with AI
12/16/2025

Email MCP servers: overview, examples, and use cases

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Building with AI
Building with AI
12/11/2025

5 examples of MCP servers that can power your AI agents

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Building with AI
Building with AI
12/11/2025

AI integration platform: functionality, benefits, and examples

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Building with AI
Building with AI
12/8/2025

How Merge accelerates AI adoption across engineering without compromising security

Blog Posts
News and stories from Merge
News and stories from Merge
11/26/2025

How to create API tokens in Confluence (6 steps)

Blog Posts
Integration deep dives
Integration deep dives
11/25/2025

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

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Building with AI
Building with AI
11/18/2025

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

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Building with AI
11/13/2025

MCP tool descriptions: overview, examples, and best practices

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Building with AI
11/5/2025

APIs for AI agents: what you should know

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10/30/2025

How Merge empowers its engineers to leverage AI effectively

Blog Posts
News and stories from Merge
News and stories from Merge
10/30/2025
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