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The Merge Blog

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MCP tool descriptions: overview, examples, and best practices

MCP tool descriptions: overview, examples, and best practices

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How AI agents can use APIs successfully

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

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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

Building with AI
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How AI agents can use APIs successfully

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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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MCP connectors: how they work and 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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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

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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

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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

Integration deep dives
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%

News and stories from Merge
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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Integration deep dives

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

Product
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The best unified API platforms in 2025

Integration deep dives
Integration deep dives

AI agent vs MCP: how they differ and overlap

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5 ways to secure AI agents successfully in 2025 

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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 2025

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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 2025

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 2025

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7 Finch API alternatives to consider in 2025

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5 StackOne alternatives and competitors to consider in 2025

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3 expert insights on building AI features successfully 

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3 Workday API connectors worth evaluating in 2025

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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 2025

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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 2025 

Why Hotglue’s pricing falls short of your integration needs

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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

StackOne pricing: why it falls short of your integration needs

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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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Product development lifecycle: key stages and best practices

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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

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

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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

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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

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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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3 steps to build an MCP server from scratch

3 insider tips for using the Model Context Protocol effectively

We’ve launched Merge MCP to help AI companies leverage our integrations in minutes! Here’s how to use it

News and stories from Merge
News and stories from Merge

MCP vs API: how to understand their relationship 

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Meet the Mergies: Tani Makovsky

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News and stories from Merge

Codat pricing: why it falls short of your integration needs

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Integration deep dives

Merge is proud to partner with Lenny Rachitsky on bringing global meetups to PMs

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Apideck pricing: why it falls short of your integration needs

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AI product strategy: key steps, examples, and best practices

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Building AI chatbots with RAG: a step-by-step guide

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A look at Shensi's interview on the PayPod podcast

What you need to know about the Model Context Protocol (MCP)

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How to build a product experience (PX) strategy in 2025

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Integration deep dives

Merge has rebranded! Here’s what the future of product integrations looks like

News and stories from Merge
News and stories from Merge

10 AI product ideas worth building in 2025

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How AI companies can provide enterprise-grade secure product integrations successfully

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How to get all candidates with the Ashby API in Python 

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Integration deep dives
Integration deep dives
8/31/2023

Embedded iPaaS: what it is, examples, and pros and cons

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Integration deep dives
Integration deep dives
8/30/2023

Polling vs webhooks: when to use one over the other

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Integration deep dives
8/28/2023

How to fetch tasks from Pipedrive using Python

Blog Posts
Integration deep dives
Integration deep dives
8/28/2023

5 ticket APIs worth building to

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Integration deep dives
Integration deep dives
8/27/2023

How to get jobs with a unified API (with an example from BambooHR)

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Integration deep dives
Integration deep dives
8/22/2023

What is a native integration? A look at its pros and cons

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Integration deep dives
Integration deep dives
8/22/2023

How to fetch candidates from Greenhouse using Python

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Integration deep dives
Integration deep dives
8/21/2023

Native vs 3rd-party integrations: how to decide between them

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Integration deep dives
Integration deep dives
8/18/2023

Where to find a free NetSuite integration

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Integration deep dives
Integration deep dives
8/17/2023

A guide to using Lead APIs (with examples from Pipedrive)

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Integration deep dives
Integration deep dives
8/16/2023

CRM API integration: definition, examples, benefits, tools

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Integration deep dives
Integration deep dives
8/15/2023

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

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Integration deep dives
Integration deep dives
8/14/2023

How to get employees from any HRIS with Merge

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News and stories from Merge
News and stories from Merge
8/14/2023

ERP API integration: definition, examples, tools, and more

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Integration deep dives
Integration deep dives
8/14/2023

12 examples of unified APIs

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8/11/2023

How to get candidate statuses from applicant tracking systems

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News and stories from Merge
News and stories from Merge
8/11/2023

How to automate user provisioning with Merge's Unified API and BambooHR

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News and stories from Merge
News and stories from Merge
8/10/2023
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