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The Merge Blog

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

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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3 AI agent integration platforms to consider in 2026

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

Building with AI
Building with AI

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

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CRM MCP servers: overview, examples, and use cases

Building with AI
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How we restarted Merge in 2025

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News and stories from Merge

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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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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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A guide to managing AI agents effectively

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News and stories from Merge

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Integration deep dives

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Integration deep dives

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News and stories from Merge
News and stories from Merge

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Integration deep dives

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Integration deep dives

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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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Paycom API integration: everything you should know

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News and stories from Merge

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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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News and stories from Merge

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Integration deep dives

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Integration deep dives

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7 Finch API alternatives to consider in 2026

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5 StackOne alternatives and competitors to consider in 2026

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Integration deep dives

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3 Workday API connectors worth evaluating in 2026

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

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News and stories from Merge

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The 5 best embedded iPaaS solutions in 2026

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Integration deep dives
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Integration deep dives

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Integration deep dives

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Integration deep dives

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Integration deep dives
Integration deep dives

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

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

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

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

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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
12/11/2025

5 examples of MCP servers that can power your AI agents

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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

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

How to create API tokens in Confluence (6 steps)

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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
11/18/2025

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

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11/13/2025

MCP tool descriptions: overview, examples, and best practices

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11/5/2025

APIs for AI agents: what you should know

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10/30/2025
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