March 2026 Summaries

Merge has developed a platform designed to streamline the management of AI and SaaS integrations, introducing products like Merge Unified and Merge Agent Handler to simplify API interactions and enhance security. Their latest offering, Merge Gateway, addresses the challenges posed by the fragmented landscape of large language models (LLMs) by serving as a control plane that optimizes AI operations in production environments. Gateway facilitates intelligent routing of requests, budget enforcement, and automatic failover to maintain system uptime, while also offering features such as semantic caching and context compression to manage costs effectively. By centralizing governance and providing detailed visibility into AI operations, Merge Gateway aims to prevent operational risks and ensure compliance. This solution is part of a broader strategy by Merge to provide a comprehensive integration platform, allowing companies to efficiently manage their AI-driven products and customer integrations.

Merge's blog post highlights the importance of LLM (Large Language Model) routing strategies to manage the growing costs and ensure the efficiency of AI-backed products. The concept of LLM routing involves directing requests to the most suitable model based on factors such as task type, quality, cost, and availability, with options to configure this in-house or through third-party platforms. The post discusses various strategies like minimizing costs, reducing latency, and maximizing output quality, depending on the specific needs and priorities of a business. The Merge Gateway is introduced as a tool to streamline these processes, offering a unified API that integrates multiple LLM providers, enabling consistent interfaces, cost governance, and automatic fallback mechanisms. Alternative platforms such as OpenRouter and LiteLLM are also mentioned, each with its own set of benefits and drawbacks, highlighting the importance of choosing the right platform based on control, customization, and ease of maintenance.

Merge's Cookie Policy outlines the use of cookies to enhance user experience on their site, with the acceptance of cookies implying consent to their Privacy Policy. The text compares two AI gateway platforms, TrueFoundry and OpenRouter, highlighting their respective strengths and weaknesses. TrueFoundry offers deep infrastructure control and enterprise-grade governance, but has a steep pricing jump and lacks customer-level cost attribution. OpenRouter, in contrast, provides a broader model catalog and generous pricing, but lacks self-hosting options and key security features on its free tier. Merge Gateway is introduced as an alternative, offering a unified API for routing and monitoring LLM usage, with features like per-customer cost attribution and built-in protection, aiming to provide a comprehensive solution for AI governance and integration management.

The text discusses strategies for optimizing costs associated with Large Language Models (LLMs), emphasizing the importance of cost management to protect gross margins, enable predictable scaling, and improve product reliability. It outlines various techniques such as routing requests to cost-effective models, setting budgets, and using context compression to reduce token usage. The document also highlights the benefits of using third-party platforms like Merge Gateway, which offers tools to centralize routing, control costs, and maintain governance without the need for in-house development. Merge Gateway is positioned as a comprehensive solution for managing LLM expenses by providing a centralized API that aids in cost visibility and routing efficiency.

Merge provides a streamlined way for developers to connect financial data from FactSet to AI agents using Claude Code through their Merge Agent Handler. By leveraging the Merge CLI, users can simplify the setup and manage API keys and entitlement-based access controls, thereby eliminating the need for manual API key provisioning and separate entitlement checks for different data domains within FactSet. This integration allows users to efficiently pull financial data, such as company fundamentals, earnings estimates, and price history, directly from the terminal, aiding in the creation of financial models and analyses. This approach is particularly beneficial for quantitative analysts and portfolio managers who need rapid access to diverse financial data to support various workflows and decision-making processes.

Merge's integration platform streamlines the connection of Trello with Claude Code, allowing developers to manage tasks and automate workflows through a single CLI setup. By employing the Merge Agent Handler, the platform simplifies OAuth management and token refresh processes, enabling seamless Trello API interactions without the need for manual token handling. This setup allows developers to query board states, manage cards, and update task metadata directly from the terminal, enhancing the efficiency of automated workflows. Unlike community MCP servers, Merge offers a centralized solution for multi-user OAuth management across Trello workspaces, ensuring secure and scalable integrations. The platform supports a range of actions, such as listing, creating, updating, and moving cards, as well as managing checklists and conducting searches across boards, making it particularly useful for teams relying on Trello for visual task management.

Merge provides a seamless way to integrate OneNote with Claude Code using the Merge Agent Handler, simplifying the process of accessing institutional knowledge stored in OneNote without the need for a complex Microsoft Graph integration. The Merge platform manages authentication and token refreshes through a single CLI setup, allowing developers to list notebooks, retrieve page content, and summarize notes directly from the terminal. This integration is particularly beneficial for developers needing to access meeting notes, project specifications, and architecture decisions that are often stored in OneNote but not integrated into standard development workflows. By connecting OneNote to Claude Code, developers can efficiently access and utilize this information for coding or downstream actions, addressing gaps in existing Microsoft Graph implementations and providing a scalable solution for multi-user environments.

Merge's platform simplifies the integration of Oracle HCM with Claude Code by using the Merge Agent Handler, which streamlines the process through a single CLI setup. It manages OAuth credentials and domain URL resolution for Oracle's multi-tenant environment, eliminating the need for manual configurations and offering a more efficient alternative to building directly on Oracle's REST API. With Oracle HCM connected to Claude Code, users can query live workforce data, such as employee records and organizational hierarchies, directly from the terminal, which is crucial for timely decision-making. The Merge Agent Handler not only facilitates secure and reliable access to Oracle HCM data but also supports over 150 connectors, enabling developers to build powerful agents without extensive infrastructure management. This platform is particularly valuable for developers working on HR automations, headcount reporting, and people analytics tools, offering a user-friendly approach to integrating and managing customer integrations across various tools and systems.

Merge's platform facilitates seamless integration between Salesforce and Cursor, allowing developers to work efficiently without leaving their coding environment. By using the Merge CLI, developers can connect to Salesforce's API, enabling them to manage Salesforce OAuth credentials and session management within Cursor. This connection allows developers to access object schemas, validate SOQL queries, and retrieve actual records, all within the editor, eliminating the need to toggle between Salesforce's Setup UI or API documents. Merge Agent Handler centralizes authentication, provides an audit trail, and simplifies the management of Salesforce's broad API surface, easing the integration process for development teams.

Merge offers a streamlined solution for integrating Trello with the Cursor development environment through its Merge Agent Handler and CLI tools, simplifying the process for developers by eliminating the need to manually manage API keys or configure authentication states. By installing the Merge CLI and setting up a connection between Cursor and Trello, developers can access Trello's data structures directly within their coding environment, enhancing their ability to write accurate TypeScript interfaces and automating workflows without leaving the editor. This integration supports various tasks such as inspecting card field schemas, fetching list IDs, retrieving label definitions, and checking member permission structures, which are crucial for developing robust automation and integration solutions. The Merge platform, which handles OAuth token storage and refresh, provides a scalable solution for managing multi-user access across different Trello workspaces, and includes comprehensive logging and access control features, making it a valuable tool for teams that rely on board-based workflows for task management.

Merge provides an integration platform designed to streamline the connection of various applications, such as OneNote, to software development tools like Cursor, through the use of the Merge Agent Handler. By employing the Merge CLI, developers can efficiently connect to the OneNote API, manage OAuth token lifecycles, and access Microsoft Graph's data model directly within their coding environment. This setup enables developers to query and utilize real notebook content without leaving their code editor, ensuring seamless access to necessary data structures while writing integration code. The platform simplifies the process of handling authorization and token management, allowing teams to focus on building reliable and secure integrations with over 150 connectors available, including OneNote.

Merge's integration platform facilitates seamless connections between tools like Cursor and Datadog using the Merge Agent Handler's Datadog MCP server. This setup allows developers to access and query Datadog's data models directly from the Cursor environment, enhancing efficiency by eliminating the need to switch contexts or manually authenticate with Datadog's API. By connecting Datadog with Cursor, developers can fetch real-time JSON structures for monitors, inspect metric tag keys, and validate APM trace shapes, ensuring their integration code aligns with actual data outputs. The platform also provides centralized control over authentication and access, preventing shared credential issues and allowing precise operation permissions for different agents. Merge's system is designed to support scalable operations, where user-level audit logging and data governance are maintained, making it especially beneficial for teams managing multiple agents across shared environments.

Merge offers a streamlined solution for integrating Stripe with the Cursor coding environment via its Merge Agent Handler. By connecting through the Merge CLI, developers can effortlessly access Stripe's API without leaving Cursor, facilitating real-time querying and validation of data like PaymentIntents and subscription statuses. This integration supports efficient API key management, audit logging, and user-specific access controls, enhancing the security and operational posture of development teams. The Merge platform not only simplifies the management of API keys and access but also aligns the coding process with Stripe's live data, minimizing runtime errors and improving the accuracy of integration code. This capability is particularly beneficial for organizations looking to provision and secure employee access to Stripe data while maintaining centralized control over operations, thereby reducing the risk associated with handling sensitive payment information.

Merge's platform facilitates the integration of various tools, such as Linear, into development environments like Cursor, enhancing workflow efficiency for developers. By connecting Linear's API through the Merge Agent Handler, developers can seamlessly access workspace-specific identifiers needed for writing accurate code without leaving their editors. This connection allows for real-time querying of vital data such as workflow state IDs, team identifiers, label sets, and cycle structures, which are essential for creating, transitioning, or linking Linear issues correctly. Merge's centralized management of Linear authentication and token refresh ensures secure and controlled access, preventing the vulnerabilities associated with shared credentials. This setup is particularly beneficial for teams using multiple agents across shared workspaces, as it offers scoped access and comprehensive logging for audit trails. The platform not only simplifies these integrations for individual developers but also scales efficiently to accommodate larger teams, making it a versatile tool in the integration and automation space.

Merge offers a solution that connects the AI tool Codex to Zendesk through its Merge Agent Handler, allowing developers to access real customer incident data directly from Zendesk tickets. This integration helps ensure that the fixes and features developed are based on accurate, detailed information rather than paraphrased summaries, improving the specificity and effectiveness of the code written. The process involves installing the Merge CLI, authenticating with both Merge and Zendesk, and configuring Codex to utilize this setup for accessing relevant Zendesk data. Merge Agent Handler provides managed credential storage, OAuth refresh handling, and per-user access control, which enhances security and auditability for teams working with customer PII or sensitive data. This integration facilitates the generation of bug fixes, documentation, and automation code grounded in actual ticket history while maintaining centralized control over data access and tool usage.

Merge's platform facilitates the integration of Codex with Workday, allowing developers to connect their coding tasks to real-time organizational data stored in Workday rather than relying on outdated or simplified descriptions. Through the use of Merge CLI and Agent Handler, developers can authenticate and establish a secure connection between Codex and Workday, ensuring that Codex-generated features and integrations reflect the actual organizational structure, compensation data, and employment types. This approach enhances the accuracy and relevance of HR features, workforce integrations, and automation scripts by enabling them to operate on live data. Merge handles credential storage, OAuth token refresh, and provides audit logging to maintain security and control over access to sensitive HR data, offering a managed layer that simplifies credential management and enhances observability for teams.

Merge's Cookie Policy outlines the use of cookies to enhance user experience, requiring user consent as per their Privacy Policy. The text primarily discusses connecting Stripe MCP with Codex using Merge Agent Handler, a solution that facilitates direct access to Stripe's API through Merge CLI. By integrating, Codex creates billing and integration code using real Stripe data, ensuring accuracy in generated tasks by avoiding reliance on potentially inaccurate manual descriptions. This setup also features secure API key management, per-user access control, and comprehensive audit logging, which are crucial for teams handling sensitive payment data in production environments. Furthermore, Merge provides an integration platform with over 150 connectors, enabling streamlined management of customer integrations beyond just a unified API product.

Merge's platform offers a comprehensive approach to integrating AI agents with third-party applications through their MCP Gateways, which provide a managed layer for authentication, access controls, and observability. MCP Gateways streamline the integration process by handling complex tasks such as OAuth 2.0 authentication, token management, and API-specific edge cases, allowing developers to focus on core agentic development rather than building and maintaining these integrations from scratch. The article highlights the challenges associated with using official MCP servers, such as security risks and the complexity of building and maintaining authentication, and presents MCP Gateways as a safer and more efficient alternative. Merge Agent Handler, a leading option, provides extensive MCP connectors, robust observability features, and data loss protection, while other platforms like Composio and Arcade offer varying levels of connector support and developer tools but face challenges in terms of pricing transparency and security features.

Merge facilitates seamless integration with UKG Pro's API through its Merge Agent Handler, simplifying the process for developers who need to build HR automations and access workforce data. By utilizing OAuth 2.0 credentials managed by Merge, developers can avoid the complexities of credential management and endpoint wiring typically associated with UKG Pro's API. This integration allows for real-time data querying, enabling efficient access to employee records, payroll data, and organizational structures directly from the terminal. Merge also provides data control features to restrict access to sensitive information, ensuring compliance and security. The platform's capability to connect Claude Code to UKG Pro and other tools with over 150 connectors enhances its utility as a robust integration platform, allowing developers to streamline various workflows without repeatedly building new integrations for each use case.

Merge's platform facilitates the integration of AI and CRM systems by connecting tools like HubSpot to Codex through the Merge Agent Handler, which simplifies authentication and management of connections. By using the Merge CLI, users can seamlessly link Codex to HubSpot's CRM API, allowing Codex to access real-time data and schemas, thus improving the accuracy of code generation by eliminating assumptions and errors. This setup provides a centralized authentication system, logging, and control over which operations Codex can perform, making it ideal for teams needing a secure and controlled environment. The platform supports employee provisioning and access control, ensuring that IT departments can manage and oversee who has the ability to interact with CRM data. Merge also offers over 160 connectors to enhance the capabilities of AI agents, emphasizing its role as a comprehensive integration platform beyond just a Unified API product.

Merge provides a streamlined method for developers to integrate Zendesk data into their applications by using the Merge Agent Handler and its Zendesk MCP server. This integration facilitates a seamless connection between Cursor and Zendesk's API through the Merge CLI, allowing developers to easily query real Zendesk data directly within their coding environment. By doing so, it eliminates the need for manual API calls and navigation of Zendesk's UI, thereby enhancing efficiency and accuracy in developing customer support features or Zendesk integrations. The platform centralizes authentication, manages OAuth credentials, and offers an audit trail for team-based projects, ensuring secure and organized access to Zendesk data, which is crucial for handling customer information and internal notes. Merge also supports a wide array of tools with over 150 connectors, broadening its utility beyond a simple Unified API product to a comprehensive integration platform.

Merge's integration platform focuses on providing secure, reliable, and efficient connectors for AI agents through its Merge Agent Handler, which allows for seamless connections, governance, and monitoring of AI agents across various platforms. By developing Model Context Protocol (MCP) connectors, Merge ensures high reliability and security, addressing issues like faulty connectors that can lead to incorrect agent actions. The platform employs connector-specific evaluations, continuous improvement through real-world feedback, and benchmarking against official MCP servers to maintain and enhance connector quality. Additionally, it emphasizes user-granted permissions for least-privilege access, thereby ensuring actions performed by agents align with user permissions. This approach contrasts with competitors who prioritize quantity over quality, potentially leading to unreliable integrations. Merge continues to launch new connectors weekly, aiming for high standards that align with the capabilities of the AI agents being developed.

Merge's platform facilitates the efficient routing of AI model requests through OpenRouter, a single API that supports hundreds of models, allowing developers to cut costs, improve performance, and avoid vendor lock-in. To utilize OpenRouter, users must generate an API key, which is free to create but incurs charges during usage based on token consumption and a platform fee. OpenRouter supports models from various providers with different pricing and rate limits, while Merge Gateway offers advanced features such as per-customer routing, enterprise data protection, and SaaS-grade cost attribution. Merge also functions as an integration platform for managing customer integrations, extending beyond a unified API product.

Merge's platform facilitates connecting AI tools like Codex to systems such as HiBob, allowing for efficient management and automation of tasks related to employee data. By integrating HiBob with Merge Agent Handler, Codex can access real-time data structures and named lists, ensuring that the generated code aligns with the actual account configurations rather than assumptions or incomplete descriptions. The integration process involves installing the Merge CLI, authenticating with Merge Agent Handler, and configuring Codex to interact with HiBob data through Merge's API. This setup not only streamlines data access across multiple HR systems but also provides scoped access and audit logging, enhancing security and control over employee data interactions. Merge's solution offers a centralized approach to managing integrations, making it easier for organizations to provision, secure, and govern AI tool access while maintaining comprehensive records of all operations.

Merge's platform offers a method for connecting AI tools like Codex to HR systems such as BambooHR through its Merge Agent Handler, facilitating secure and efficient integrations. By using the Merge CLI, users can authenticate and connect BambooHR to Codex, allowing the latter to access real field schemas, employee records, time-off types, and other vital data directly from BambooHR. This connection ensures that Codex generates accurate code by referencing the actual data structure, thereby minimizing errors associated with assumed data configurations. The Merge Agent Handler centralizes authentication and provides scoped access, audit logging, and the ability to block sensitive data, making it a robust solution for managing integrations across multiple HR systems while maintaining data security and control. This approach addresses the challenges of using self-hosted MCP servers and enhances the capability of Codex to perform tasks like generating syncs, mappings, and onboarding automations that align precisely with the real data in BambooHR.

Merge offers a comprehensive platform for integrating and managing AI gateways, specifically focusing on routing large language model (LLM) traffic. The platform, known as Merge Gateway, provides a single API for routing across different models, ensuring governance, compliance, and observability. It caters to enterprises needing per-tenant controls, allowing routing based on custom benchmark evaluations rather than just cost or latency. Merge Gateway is positioned against competitors like Requesty, OpenRouter, LiteLLM, and Portkey, each offering unique features such as broad model access, open-source solutions, or integrated observability tools. Jon Gitlin, the Senior Content Marketing Manager at Merge, highlights the platform's ability to offer robust governance, data protection, and cost control, making it a preferred choice for companies shipping AI features to customers.

Merge offers a comprehensive integration platform that facilitates the connection of various tools, including Gamma, through its Merge Agent Handler. The platform simplifies the process for developers by allowing them to connect Gamma's API to Cursor using the Merge CLI, which handles authentication and ensures that API keys are not exposed in project files. This setup enables developers to directly interact with Gamma's API within Cursor, providing real-time access to data necessary for writing and testing code without needing a separate API client. Merge's platform also includes features for provisioning, securing, and managing access for employees, enhancing control over AI tool usage within organizations. The solution is particularly beneficial for developers who need to understand Gamma's API model to effectively write code, as it allows for seamless interaction with the API's responses. Additionally, Merge offers over 160 connectors to support reliable and secure integrations, positioning itself as more than just a unified API product but as a complete integration management solution.

Merge has introduced AI Data Transformations in its unified APIs to address the challenge of integrating customer-specific data requirements without custom coding. This feature allows users to transform data fields using natural language descriptions, enabling rapid production-ready transformation logic. By employing JSONata expressions, it facilitates computing derived values, applying conditionals, handling fallbacks, restructuring objects, and formatting fields directly in Merge’s Field Mappings. This approach reduces bottlenecks in onboarding new customers by adapting integrations to individual customer requirements seamlessly. The AI Data Transformations are available for Professional and Enterprise accounts via the Merge Unified API Dashboard, offering a streamlined solution to common integration issues such as defining employee status, creating a unified contact email field, and standardizing location data.

Merge offers a seamless integration platform that connects tools like Datadog to coding environments, enabling developers to manage customer integrations effectively. By using Merge Agent Handler, developers can securely bridge Claude Code with Datadog's API, allowing them to query monitors, metrics, and logs directly from their coding sessions without the need for manual API key management. This integration enhances incident response by reducing context switching and providing quick access to essential data for debugging processes. Merge's platform also centralizes credential management and provides an audit trail, ensuring controlled access and traceability of actions, which is particularly beneficial for teams handling production observability data.

Merge is an integration platform that facilitates seamless and secure connections between various tools and AI agents through its Merge Agent Handler. By using Merge, developers can integrate platforms like Airtable with Claude Code effortlessly, allowing them to perform tasks such as reading, searching, and updating records directly from their coding sessions. The Merge Agent Handler acts as a bridge between Claude Code and Airtable's API, handling all authentication and API requests, thereby eliminating the need for developers to manage personal access tokens. This managed approach not only centralizes authentication but also provides visibility and control over what agents are accessing within Airtable. Overall, Merge streamlines the integration process, allowing developers to access structured business data efficiently and integrate it into their workflows without manual intervention.

Merge provides a platform that simplifies the integration of Stripe with Claude Code, facilitating seamless interaction with Stripe's API and enhancing developers' ability to manage billing processes without leaving their coding environment. The Merge Agent Handler acts as a secure intermediary, eliminating the need for local storage of Stripe secret keys and allowing developers to perform essential tasks such as querying payment intents, retrieving customer and subscription data, and managing invoices and refunds directly from the terminal. This setup improves efficiency by reducing context switching and enhancing security through scoped credentials and detailed logging of API interactions. Unlike a self-hosted approach, Merge offers more controlled access and audit trails, addressing the challenges of sharing sensitive information among teams and the complexities of working with live data. The integration with Claude Code enables rapid access to Stripe's revenue data, streamlining debugging and testing processes by allowing developers to verify billing logic against real-time data, ultimately transforming how developers interact with Stripe's ecosystem.

Merge's platform offers a streamlined method for developers to integrate Pipedrive with Claude Code through the Merge Agent Handler, facilitating automation in sales and RevOps by allowing live access to CRM data without leaving their coding environment. The process involves setting up a Tool Pack and Registered User in Merge, which creates a unique MCP URL for secure API access, thereby eliminating the need for handling Pipedrive API tokens manually. This integration supports developers in querying, updating, and managing Pipedrive data directly, enhancing workflow automation by enabling operations such as deal retrieval and pipeline monitoring. The platform's centralized management of authentication and API calls provides developers with isolated credentials, offering a controlled and auditable environment for executing CRM-related tasks without the typical friction of individual token management.

Merge offers an integration platform that simplifies the process of connecting applications like SharePoint to Claude Code, enabling developers to manage and interact with internal documentation through a streamlined command-line interface. By leveraging the Merge Agent Handler, developers can bypass the complexities of Microsoft Graph API authentication and Azure AD app registration, allowing them to easily search document libraries, retrieve files, and manage list data directly from the terminal. This integration is particularly beneficial for developers needing to automate processes involving SharePoint content, as it facilitates seamless access to essential documents without the need for manual retrieval or separate integrations. The platform handles OAuth credentials and API calls, providing a secure and efficient way to manage internal and customer-facing integrations across various tools with minimal setup requirements.

Merge Agent Handler is a platform designed to enhance the deployment and management of AI agents by providing a secure, auditable, and policy-driven framework. It addresses the risks associated with AI agents taking actions in systems by incorporating governance, testing, and observability into every connector. The platform features Tool Packs for enforcing least-privilege access, an Evaluation Suite for pre-production testing, and searchable logs for end-to-end visibility of tool calls. Additionally, it offers automated alerts for proactive monitoring and audit trails for compliance, enabling organizations to safely scale agentic workflows while maintaining robust security controls. Merge aims to not only serve as a Unified API product but also as an integration platform for managing customer integrations.

Merge offers a streamlined solution for developers to connect Gmail to Claude Code, an AI coding tool, by using the Merge Agent Handler, which acts as an intermediary between Claude Code and Gmail's API. This integration involves setting up a Tool Pack and Registered User within Merge to generate a unique MCP URL, allowing Claude Code to access Gmail without requiring local environment configurations. The process includes OAuth authentication and centralized management of credentials, token refreshes, and access scopes, enhancing team collaboration by providing visibility and control over what each agent accesses. By integrating Gmail, developers can leverage the rich context found in emails, such as bug reports and deployment alerts, directly within their coding environment, thus reducing the need for context-switching and improving workflow efficiency.

Merge's platform enhances the functionality of AI tools like Codex by integrating them with project management tools such as Trello through its Merge Agent Handler. By connecting Codex directly to Trello, developers can access comprehensive task contexts, including card descriptions, checklists, and comment threads, which are often not fully captured in task descriptions. This integration allows Codex to generate code and tests that align more accurately with the documented requirements and constraints, thus improving the reliability of its outputs. Merge Agent Handler facilitates the connection via a straightforward setup process using the Merge CLI, which stores and refreshes Trello OAuth tokens automatically, ensuring security and ease of use. This centralized approach offers scalable user and workspace management, including features like SCIM provisioning, access control, and comprehensive audit logging, making it a valuable tool for engineering organizations seeking to enhance their AI-driven workflows while maintaining control over data access and usage.

The text discusses how Merge's Agent Handler facilitates the integration of Codex with Snowflake through the Merge CLI, allowing for accurate data-driven tasks by providing Codex with direct access to real schemas and data in Snowflake. This integration ensures that Codex-generated code matches the actual data structures and distributions, avoiding errors caused by misremembered schema descriptions. Merge Agent Handler manages credentials and key rotations, offering centralized control and secure access, which is beneficial for organizations that need to provision and govern employee access to data systems. This approach enhances the development of transformations, parsers, and validation logic by ensuring they are grounded in real production values while maintaining security and auditability.

Merge's platform enables seamless integration between Codex and the Zoom API through its Merge Agent Handler, allowing for efficient handling of recording-archival jobs, transcript processing, and meeting automation tasks by directly accessing real Zoom data. This connection is facilitated by the Merge CLI, which manages OAuth token storage and refresh to avoid embedding sensitive credentials in repositories. The platform supports robust security and governance features, such as provisioning and access control via SCIM, policy enforcement, and user-level audit logging, ensuring that organizations maintain control over data access while optimizing AI-driven workflows. By connecting Zoom to Codex, developers can generate accurate and functional code that interacts with actual Zoom data, reducing errors that arise from relying solely on data descriptions in prompts.

Merge's Cookie Policy outlines the use of cookies to enhance user experience on their site, while their privacy policy governs data collection and use. The document highlights how Merge's integration platform, particularly through the Merge Agent Handler, connects various tools and APIs, including HiBob, to streamline processes such as employee data management and onboarding automation. By utilizing the Merge CLI, users can authenticate and manage API connections securely, eliminating the need to manually handle API keys, and allowing for seamless interaction with HiBob's data structures. This setup is especially beneficial for developers, as it allows them to access real employee records and data fields directly within the editor, ensuring accurate integration and mapping of data without leaving their development environment. The text further details how Merge's platform centralizes authentication and provides access control, making it easier for multiple users to collaborate across different HR systems while maintaining security and logging capabilities.

Merge offers an advanced platform to manage AI integration across enterprises, emphasizing security, permissions, and visibility through tools like MintMCP, Agent Handler for Employees (AHFE), Runlayer, and Glean. MintMCP provides a Model Context Protocol (MCP) gateway to centralize servers, apply role-based access controls, and ensure compliance with logging capabilities. AHFE enhances this by allowing organizations to provision and secure employee access to AI tools with over 160 pre-built connectors, supporting more granular access controls based on attributes like citizenship or location. Runlayer focuses on security with real-time threat detection and zero-trust enforcement, providing self-hosted deployment options. Glean, on the other hand, offers a comprehensive enterprise AI platform with capabilities beyond access management, including search and AI assistants operating over company data. Jon Gitlin, the Senior Content Marketing Manager at Merge, highlights these offerings as part of Merge's broader integration platform strategy, aiming to streamline customer integrations and optimize go-to-market execution.

Merge's platform facilitates the connection between Codex, an AI tool, and Freshdesk, a customer support system, to enhance the accuracy and efficiency of coding tasks. The process involves using Merge Agent Handler to link Codex directly to Freshdesk's API, allowing Codex to access complete and up-to-date ticket information, SLA policies, and custom field structures, which helps in generating precise and contextually accurate code. This setup mitigates the issues arising from relying on paraphrased or summarized ticket data, ensuring that the code produced aligns with the real conditions and configurations present in Freshdesk. The platform provides managed API key storage, per-user access scoping, and audit logging, offering security and oversight benefits, especially for teams handling sensitive customer information. Additionally, it supports centralized control over data access, making it suitable for organizations that need to provision, secure, and govern employee interactions with customer support data through AI tools.

Merge offers an integration platform that enables developers to seamlessly connect various tools, including Gamma, to Claude Code through the Merge Agent Handler. This setup allows for structured content generated by Claude Code, such as changelogs or incident postmortems, to be directly formatted into Gamma decks without manual intervention. The process involves installing the Merge CLI, authenticating with a Gamma account, and using the Merge Agent Handler to manage credentials and API calls securely, avoiding the need for local token storage. By bridging Claude Code and Gamma, developers can automate the creation and updating of presentation decks, enhancing internal communication and project management efficiency. The platform's architecture provides a control layer that defines tool access for each user, ensuring secure and scalable operations, which is particularly beneficial for teams handling sensitive content.

Merge offers a platform that simplifies integrating various tools, such as Coda, with the Claude Code environment through the Merge Agent Handler, enabling developers to efficiently manage data interactions without complex setups. The platform provides a streamlined process for connecting tools by handling OAuth credentials and offering a command-line interface (CLI) setup, ensuring secure and reliable access to data. This integration is particularly useful for developers who need to query documents, update tables, and retrieve structured content directly from Coda, effectively acting as a lightweight database and documentation source. By using the Merge Agent Handler, developers can avoid the operational risks associated with self-hosted setups, as it enforces tool-level scoping and logs all tool calls for a comprehensive audit trail. This allows agents to perform specific tasks, such as generating summaries or updating records, without unnecessarily broad access, thus enhancing security and efficiency in managing integrations.

Hosted Model Context Protocol (MCP) platforms, which build, host, and manage MCP servers for AI agents, offer significant advantages over building directly to software vendors' MCP servers. These platforms provide tools and features such as authentication support, data loss protection, and improved observability on tool calls, enabling engineering teams to save time and focus on developing agents. Hosted MCP platforms address security concerns associated with official MCP servers, which often lack features like built-in authentication, and allow for quicker scaling and integration of agentic connections across diverse software categories. They also offer enterprise-grade observability and alerting support, ensuring performance and compliance requirements are met. Leading platforms like Merge Agent Handler and Composio provide extensive tool catalogs and integration capabilities, although they vary in pricing models and ease of setup and maintenance.

Merge's platform facilitates seamless integration of WHOOP data into applications using the Merge Agent Handler and Claude Code, streamlining the process for developers building personalized training apps or wellness platforms. By utilizing a single CLI setup, developers can connect to the WHOOP API without managing complex OAuth 2.0 flows or storing user tokens locally. The Merge Agent Handler handles OAuth credentials and token refreshes, ensuring secure and uninterrupted access to WHOOP's physiological data, such as recovery scores, sleep patterns, and workout history. This integration allows developers to leverage WHOOP’s comprehensive data for personalized health recommendations, enhancing the capability of applications to provide accurate and contextually relevant insights. The platform's infrastructure simplifies scaling, offering a centralized view of user connections, and reduces the operational burden on developers by managing the technical complexities of API integration.

Merge's platform facilitates seamless integration between Codex and GitHub by using the Merge Agent Handler, which connects Codex tasks to GitHub's API for more accurate and context-aware code generation. This connection allows Codex to access full issue threads, pull request comments, and source code directly from GitHub, ensuring comprehensive understanding and adherence to existing project conventions. The process involves installing and configuring the Merge CLI, authenticating with GitHub, and managing OAuth tokens securely to prevent unauthorized access. Merge's approach eliminates the need for personal access tokens in repositories and provides centralized auditing and access control, making it suitable for engineering teams that require both flexibility and security in managing AI-assisted development tasks.

Jon Gitlin, a Senior Content Marketing Manager at Merge, discusses the importance of effectively routing requests in LLM-powered features to avoid issues like inconsistent output, higher costs, and security risks. He compares LiteLLM, a self-hosted SDK and proxy offering high control and flexibility at the cost of increased operational burden, with OpenRouter, a hosted API providing broad model access and minimal operational overhead but less infrastructure control. Gitlin introduces Merge Gateway as a superior alternative that combines the strengths of both LiteLLM and OpenRouter by offering a managed control plane, cost governance, enterprise security, and unified billing, enabling teams to build and optimize AI-powered products efficiently. Merge Gateway allows for real-time budget enforcement, optimization without application-level changes, and provides built-in compliance checks, positioning itself as a comprehensive solution for managing LLM integrations.

Merge offers a comprehensive integration platform that includes the Merge Gateway, a unified API and control plane for managing LLM traffic. It compares two LLM routing solutions, OpenRouter and Portkey, highlighting their pros and cons. OpenRouter provides a hosted, OpenAI-compatible endpoint with built-in routing and unified billing, while Portkey acts as a centralized gateway for usage tracking without unified billing. Merge Gateway, however, combines the functionalities of both, offering routing/fallback, cost governance, security controls, and detailed logging, making it a robust solution for managing AI model integrations. Additionally, Merge is not limited to being a Unified API product; it extends its platform capabilities to manage a variety of customer integrations, thus catering to a broader range of integration needs.

Merge offers a comprehensive solution for integrating and managing AI models and customer integrations through its Merge Gateway, which functions as a fully-managed control plane between applications and LLM providers. This gateway provides a unified interface across models, allowing for seamless routing, observability, and security measures, while also offering features like built-in cost governance and optimization. It aims to simplify the operational burden compared to self-hosted solutions like LiteLLM and Portkey, which require more in-house expertise and maintenance. While LiteLLM offers maximum control and flexibility with its self-hosting capabilities, and Portkey provides strong observability and governance features, Merge Gateway stands out by consolidating billing and enhancing enterprise security, making it an appealing option for those seeking a more streamlined and managed approach to AI gateway management.

Merge's Agent Handler is a tool designed to provide secure and governed access to AI tools across an organization by integrating with identity providers like Okta and Azure AD through SCIM. It allows IT departments to control and monitor AI tool connections by provisioning access and setting data policies based on employee roles and groups, ensuring consistent permissions and security compliance. Agent Handler facilitates the connection of AI applications such as Claude, ChatGPT, and Copilot to various enterprise systems while maintaining audit trails and data security, preventing unauthorized data sharing, and allowing quick investigation of data access incidents. It offers a structured path for employees to connect AI tools to their work environments, with the capability to automatically update access as employee roles change, providing a comprehensive governance solution for AI usage at scale. The platform is accessible for free initially, allowing organizations to explore its features and test tool calls before committing to extended usage.