Microsoft Copilot Studio
Officialby
Build, customize, and deploy AI-powered agents that automate tasks, retrieve information, and take actions across Microsoft 365, web, social and custom channels.
Microsoft Copilot Studio Overview
What is Microsoft Copilot Studio about?
Microsoft Copilot Studio provides an end‑to‑end conversational AI platform for creating and managing agents that work for individuals, teams, or entire organizations. Agents can answer questions, automate workflows, and operate autonomously, leveraging generative AI and enterprise data sources such as Microsoft Graph, Dataverse, Azure, and third‑party connectors.
How to use Microsoft Copilot Studio?
- Sign in to the Copilot Studio portal (copilotstudio.microsoft.com).
- Create an agent using natural‑language prompts or the graphical Agent Builder.
- Configure knowledge sources (files, SharePoint, Azure Search, Power Platform connectors, etc.).
- Define actions via REST APIs, data connectors, or built‑in agent flows.
- Test the agent within the studio or via the Copilot Chat interface.
- Publish the agent to desired channels – Microsoft Teams, SharePoint, custom web apps, social media, or other supported endpoints.
- Monitor and govern usage through the Power Platform admin center, analytics, and compliance tools.
Key features of Microsoft Copilot Studio
- Conversational agent builder – low‑code design with natural language or drag‑and‑drop flow creation.
- Template library – pre‑built agents and templates for common business scenarios.
- Multi‑channel publishing – deploy to Microsoft 365 apps, websites, mobile, and partner channels.
- Enterprise knowledge grounding – connect to Graph, Dataverse, Azure AI Search, local files, and over 1,400 Power Platform connectors.
- Autonomous agents – plan, learn, and escalate work items without constant supervision.
- Voice agent support – add IVR capabilities using generative AI.
- Governance & security – central admin, role‑based access, data protection, responsible AI controls.
- Analytics & reporting – usage, ROI, audit logs via Power Platform admin, Purview, and Viva Insights.
- Pricing flexibility – pay‑as‑you‑go or message‑pack options (25 000 messages per $200 / month).
Use cases of Microsoft Copilot Studio
- Finance: Balance‑sheet reconciliation and variance detection.
- Human Resources: Automated recruitment assistant for screening and ranking candidates.
- Customer Service: Personalized cross‑sell/upsell recommendations.
- IT Support: Ticket intake, triage, and resolution automation.
- Legal: Contract review with risk detection and compliance suggestions.
- Marketing: Automated brand‑compliance checks before publishing.
- Sales: Real‑time conversation training and objection handling.
- General workflow automation: Build multi‑step agent flows for routine business processes across any line‑of‑business app.
FAQ from Microsoft Copilot Studio
- What is an agent? Expert systems that surface in various channels, answer questions, perform actions, and can operate independently.
- How does Copilot Studio relate to Power Virtual Agents? Power Virtual Agents capabilities are now part of Copilot Studio.
- What languages are supported? Over 20 languages including English, Spanish, French, German, Chinese (simplified/traditional), Japanese, Korean, etc.
- How is responsible AI ensured? Built‑in compliance with Microsoft’s Responsible AI principles (fairness, safety, privacy, transparency, accountability).
- How is licensing structured? Message packs of 25 000 messages at $200 / month or a pay‑as‑you‑go meter with no upfront commitment; no feature differences between the two.
- Can agents be published to Microsoft 365 Copilot? Yes – publishing extends the agent’s reach to Teams, SharePoint, and the Copilot Chat experience.
- Where can I find resources and updates? Copilot Studio blog, e‑books, infographics, videos, and the adoption hub linked throughout the portal.
Microsoft Copilot Studio's README
Title: Customize Copilot and Create Agents | Microsoft Copilot Studio
URL Source: https://www.microsoft.com/en-us/microsoft-copilot/microsoft-copilot-studio
Markdown Content: Customize Copilot and Create Agents | Microsoft Copilot Studio
===============
This is the Trace Id: 7d8f35857305ee56fdc4ea4758f1a78b
MicrosoftCopilot
Copilot
For organizations * Microsoft 365 Copilot * Download Microsoft 365 Copilot app * Microsoft 365 Copilot for Sales * Microsoft 365 Copilot for Service * Microsoft 365 Copilot for Finance * Microsoft Copilot Studio * Microsoft Security Copilot * Microsoft Copilot in Azure * GitHub Copilot
Learn more * Get started with AI for your business * Copilot learning hub * Copilot 101 * Microsoft AI * Copilot blog
-
More
All Microsoft * Global
* [Microsoft Security](https://www.microsoft.com/en-us/security)
* [Azure](https://azure.microsoft.com/en-us/)
* [Dynamics 365](https://dynamics.microsoft.com/en-us/)
* [Microsoft 365](https://www.microsoft.com/en-us/microsoft-365/business/)
* [Microsoft Teams](https://www.microsoft.com/en-us/microsoft-teams/group-chat-software)
* [Windows 365](https://www.microsoft.com/en-us/windows-365)
* Tech & innovation Tech & innovation
* [Microsoft Cloud](https://www.microsoft.com/en-us/microsoft-cloud)
* [AI](https://www.microsoft.com/en-us/ai)
* [Azure Space](https://azure.microsoft.com/en-us/solutions/space/)
* [Mixed reality](https://www.microsoft.com/en-us/mixed-reality/windows-mixed-reality)
* [Microsoft HoloLens](https://www.microsoft.com/en-us/hololens)
* [Microsoft Viva](https://www.microsoft.com/en-us/microsoft-viva)
* [Quantum computing](https://azure.microsoft.com/en-us/solutions/quantum-computing/)
* [Sustainability](https://www.microsoft.com/en-us/sustainability/)
* Industries Industries
* [Education](https://www.microsoft.com/en-us/education)
* [Automotive](https://www.microsoft.com/en-us/industry/automotive)
* [Financial services](https://www.microsoft.com/en-us/industry/financial-services/banking)
* [Government](https://www.microsoft.com/en-us/industry/government)
* [Healthcare](https://www.microsoft.com/en-us/industry/health/microsoft-cloud-for-healthcare)
* [Manufacturing](https://www.microsoft.com/en-us/industry/manufacturing/microsoft-cloud-for-manufacturing)
* [Retail](https://www.microsoft.com/en-us/industry/consumer-goods)
* [All industries](https://www.microsoft.com/en-us/industry)
* Partners Partners
* [Find a partner](https://partner.microsoft.com/en-US/)
* [Become a partner](https://partner.microsoft.com/en-US/membership/cloud-solution-provider)
* [Partner Network](https://partner.microsoft.com/en-us/membership)
* [Azure Marketplace](https://azuremarketplace.microsoft.com/en-us/)
* [AppSource](https://appsource.microsoft.com/en-us/)
* Resources Resources
* [Blog](https://blogs.microsoft.com/)
* [Microsoft Advertising](https://about.ads.microsoft.com/en-us?s_cid=dig-src_uhfcomm)
* [Developer Center](https://developer.microsoft.com/en-us/)
* [Documentation](https://learn.microsoft.com/docs/)
* [Events](https://www.microsoft.com/en-us/events)
* [Licensing](https://www.microsoft.com/en-us/licensing/)
* [Microsoft Learn](https://learn.microsoft.com/)
* [Microsoft Research](https://www.microsoft.com/en-us/research/)
* [View Sitemap](https://www.microsoft.com/en-us/sitemap)
See Microsoft Build announcements about developer tools to create agents and multi-agent systems.
Microsoft Copilot Studio
Complete tasks and execute processes with agents for individuals, teams, or functions. Build and customize an agent that works for you today.
Try for freeSee plans and pricing
AI-powered assistant
Need help finding a product or solution? Try the AI-powered assistant.
- What is an agent?
- What can Copilot Studio help me do?
Build powerful agents
Agents are expert systems that work on behalf of a person, team, or organization. Use natural language and generative AI to build agents that help modernize manual workflows.
Have agents complete tasks for you
Create custom agents or use templates to automate tasks and jumpstart business value.
Publish agents to your channels
Maximize impact with agents across business apps, websites, social media channels, and more.
Securely manage and govern agents
Scale, innovate, and protect your enterprise data by managing your agents from a central admin center.
Learn more about agentsWatch the video >
Capabilities
Transform business processes across your entire organization with custom agents
Choose the right agent for you Customize agents Publish to channels Enhance Microsoft 365 Copilot Use advanced developer tools Secure and govern agents
Previous Next
-
Build conversational agents Create agents that answer questions or complete tasks based on your selected data sources.
-
Create autonomous agents Develop and use agents that operate independently to plan, learn, and escalate work items for you. Learn more
-
Use pre-built agent and templates Select a pre-built agent or customize agent templates across your lines of business. Learn more
-
Enhance automation with agent flows Preconfigure workflows that your agents can follow to execute highly structured tasks at scale. Learn more
-
Design voice agents Add flexibility to your Interactive Voice Response (IVR) systems and voice agents, using generative AI to help more users and customers—fast. See a demo
-
Ground agents with your organization’s knowledge Boost your agent’s ability to answer questions by pointing it to your enterprise data across Microsoft Graph, Dataverse, local files, Azure cloud, and other sources. Learn more
-
Enable agents to take actions and complete tasks Turn conversation into desired actions using data connectors, REST APIs, MCP servers, agent flows, and more.
-
Add structured instructions for better results Apply AI to text, documents, or images to analyze, summarize, or transform them. Learn more
-
Customize agents with third-party data Use more than 1,400 Power Platform connectors, including external services and data sources. Learn more
-
Simplify integration for agents Use the open standard for connecting your agents to data, designed with AI in mind. Learn more
-
Create multi-agent systems Connect agents so that the right agent is called when specialized knowledge or actions are required. Learn more
-
Publish to where you work in Microsoft 365 Deploy agents directly to the applications your employees frequently work in, such as Microsoft Teams, SharePoint, and Microsoft 365 Copilot Chat.
-
Deploy to websites and social apps Easily distribute your agent across multiple channels, including websites, social media, and messaging apps.
-
Boost line-of-business apps Create a modern conversational experience that enhances the capabilities and reach of your line-of-business applications.
-
Use with business apps Connect Copilot Studio with business applications, workflows, websites, data, and analytics. Learn more
-
Build agents in M365 with the Copilot Studio agent builder Use natural language to create intelligent agents within Microsoft 365 Copilot Chat. Enhance Microsoft 365 Copilot with advanced AI capabilities to streamline and automate business processes.
-
Get answers with Copilot Chat Use this free chat experience that is powered by extensive web knowledge, built on GPT-4o, and designed to help ensure safety and security for business use.
-
Use existing knowledge with Azure AI Foundry Search Index Use your knowledge index built with Azure AI Search as a knowledge source to perform custom Retrieval-Augmented Generation (RAG) operations.
-
Select your own model Use any of the more than 1,800 Azure AI Foundry models to include discrete prompts and generate scenario- and task-specific responses that require a unique industry or custom fine-tuned model. Learn more
-
Build agents for Microsoft 365 Copilot Simplify the development process for building, debugging, and deploying enterprise-grade custom engine and declarative agents for Microsoft 365 Copilot.
-
Simplify agent development Build enterprise-grade, scalable, multi-channel agents with AI services of your choice and deploy to a variety of channels including web, Microsoft Teams, Microsoft 365 Copilot, custom clients, and more than 10 partner channels.
-
Bring Copilot’s capabilities to your apps and agents Enhance your custom applications with Copilot’s capabilities to make your workflows smarter.
-
Manage your agents from a central admin center Protect data, control agent creation and sharing, and measure impact—all through the Power Platform admin center.
-
Protect your enterprise data Safeguard sensitive information, help ensure AI security, and maintain compliance—powered by the governance tools in Power Platform. Learn more
-
Govern with scale and innovation Manage dedicated development environments, employ agent lifecycle management controls, and oversee agent spend in the Power Platform admin center.
-
Get analytics and reporting Track readiness and adoption of agents, audit agent actions and usage, and track agent ROI via Microsoft Purview, Power Platform admin center, and Viva Insights.
“With Microsoft Copilot Studio, we have an effective platform for delivering the benefits of generative AI to our customers, providing them with faster service and an even better overall cruise experience.”
Scott Petit, Sr. Director, Holland America
USE CASES
Learn how agents built with Copilot Studio are transforming the workplace
Explore use cases and dive into specific examples and scenarios.
Previous Slide
Next Slide
Finance
Balance sheet reconciliation agent
Ensure accurate balance sheets using an agent to detect variances and automate corrections.
Human resources
Recruitment assistant agent
Identify and rank top candidates with an agent that automates screening processes and surfaces ideal matches.
Customer service
Personalized cross-sell/upsell agent
Automatically identify customer preferences and patterns using an agent to deliver personalized upsell recommendations.
Information technology
IT support agent
Automate ticket intake and creation, triage, and communication through AI-powered support.
Legal
Automated contract review agent
Accelerate legal reviews with an agent that detects risks, deviations, and compliance issues and recommends changes.
Marketing
Compliance check agent
Use an agent to ensure marketing aligns with brand and regulatory rules by detecting inconsistencies and risks before publishing.
Sales
Sales conversation training agent
Simulate AI-powered sales conversations that deliver real-time training—adapting tone, handling objections, and providing feedback.
Pricing
Copilot Studio pricing
See pricing detailsEstimate your Copilot Studio usage
Microsoft Copilot Studio
Pay-as-you-go
Start using Copilot Studio without any commitment up front
Start using Copilot Studio without any commitment up front
This product is not available in your market.
Pay for only what you use. Build and deploy agents across multiple channels to assist employees and customers.
Help ensure business continuity of business-critical agents without up-front licensing or entitlements.
*Azure subscription required
Microsoft Copilot Studio
$200.00
25,000 messages/month, paid yearly
Get started with a Copilot Studio messaging pack, billed monthly1,2,3
Get started with a Copilot Studio messaging pack, billed monthly1,2,3
This product is not available in your market.
Build your own agents, available across multiple channels, to assist employees and customers.
Copilot Studio offers a graphical development environment to build agents using generative AI, sophisticated dialog creation, knowledge, actions, and built-in analytics that work with Microsoft conversational AI tools.
Microsoft 365 Copilot
$30.00
user/month, paid yearly
Or$31.50 billed monthly
Annual commitment1
Or$31.50 billed monthly
Annual commitment1
This product is not available in your market.
Use Copilot Studio to create agents that work with Microsoft 365 Copilot.
Bring Microsoft 365 Copilot to your organization with a qualifying Microsoft 365 subscription for business or enterprise.
*Microsoft 365 Copilot may not be available for all markets and languages. To purchase, customers must have a qualifying Microsoft 365 plan forenterprise or business.
CUSTOMER STORIES
Over 160,000 customers are using Copilot Studio to build agents
Read some of those customers’ stories.
Previous Slide
Next Slide
“The ability to bring in [AI] and agents to work alongside our colleagues to provide them quicker insight and give them the ability to be more efficient allows us to scale and grow the business while improving our overall consumer service.”
Simon Ellis, Head of AI Transformation and Enterprise Architecture, Pets at Home
“Microsoft Copilot Studio [is] proving to be the fastest and easiest way to build complex, AI-driven agents.”
Scot Pettit, Sr. Director of E-commerce, Holland America Line
“Right now, Friendly John can handle around 60% of customer questions and, with our next release, that number will go up to 90%.”
John Haisch, VP of AI and Automation, Nsure.com
“Copilot Studio is an enabler for us to create great customer experiences.”
Laura McLeod, Senior Product Owner for Conversational Banking, Virgin Money
“Microsoft’s leadership and innovation in the AI space led us to select Microsoft Copilot Studio. We also liked that many of the chatbot capabilities we needed were available out of the box. This contributed to an intuitive and easy-to-use development experience.”
Bobby van Groningen, IT Lead, ABN AMRO
Back to CUSTOMER STORIES section
RESOURCES
Get the latest Copilot Studio resources
Blogs and e-books Infographics Videos Reports
Previous Next
Previous Slide
Next Slide
Blog
Explore Copilot Studio news from Microsoft Build
See Microsoft Build announcements about developer tools to create agents and multi-agent systems.
Blog
Copilot Studio Blog
Stay up to date on the latest Copilot Studio product news and information.
E-book
Maximizing Business Outcomes with Agentic AI
Learn how AI agents are boosting agility, delivering personalized experiences, and improving business outcomes.
E-book
The CIO’s Advantage: Faster Innovation with AI and Low Code
Discover how AI and low code empower your business to drive innovation, create AI agents, and enhance security.
Back to carousel navigation controls
Previous Slide
Next Slide
Infographic
What is an agent?
See how agents use AI to automate and execute business processes.
Infographic
What is an autonomous agent?
Understand how autonomous agents work on your behalf so you and your organization can accomplish more.
Back to carousel navigation controls
Previous Slide
Next Slide
Video
The spectrum of agents with Copilot Studio
Learn how to easily design agents for your unique and diverse business processes.
Video
Create your first agent in Copilot Studio
Develop your skills with building and configuring agents in Copilot Studio to automate your workflows.
Back to carousel navigation controls
Previous Slide
Next Slide
Report
2025: The Year the Frontier Firm Is Born
Get the latest research and insights from the 2025 Work Trend Index Annual Report.
Report
The State of AI Agents
Explore five emerging AI agent use cases in this report from Forrester Research.
Whitepaper
Strategies and tools for securing and governing agents
Learn about the features for governance, management, and data protection of your agents.
Back to carousel navigation controls
Get started
Start for free with Copilot Studio
Contact your Microsoft sales representative or start a free trial.
Empower your workforce with Microsoft 365 Copilot
Get all the features of an intuitive AI assistant with enterprise-grade security, privacy, compliance, and responsible AI.
Adopt agents with ease
Discover the Copilot Studio adoption site
Explore this comprehensive hub designed to accelerate Copilot Studio adoption. Find guides, demos, how-tos, and best practices to help your team confidently integrate AI and optimize business processes.
FAQ
Frequently asked questions
Expand all
Collapse all
- 01/ ### What is Microsoft Copilot Studio? Copilot Studio is an end-to-end conversational AI platform that empowers you to create agents using natural language or a graphical interface. With Copilot Studio, you can easily design, test, and publish agents that suit your needs for internal or external scenarios across your industry, department, or role. You can build a standalone agent or publish to Microsoft 365 Copilot.
02/ ### What is an agent?
Agents are expert systems that surface in different channels, including in the background of Copilot. Copilot may have many agents that it brings together into a simple interface for you to interact with.
Agents use AI to automate and execute business processes, for a person, team, or organization. They come in all shapes and sizes and include those that:
* Answer user questions by retrieving or summarizing information.
* Take actions when asked, automate workflows, and replace repetitive tasks.
* Operate independently, dynamically plan, learn, and escalate.
- 03/ ### How do I keep up with the latest news? Follow the Microsoft Copilot Studio blog for product announcements and updates.
- 04/ ### What are the benefits of publishing your agent to Microsoft 365 Copilot? With Copilot Studio, you can build agents and publish them anywhere, including Microsoft 365 Copilot. When you publish to Copilot, your organization benefits from being able to use that agent within the applications your employees frequently work in, like Microsoft Teams, SharePoint, andMicrosoft 365 Copilot Chat.
- 05/ ### Is Microsoft Power Virtual Agents part of Copilot Studio? Yes, capabilities and features of Power Virtual Agents are now part of Copilot Studio following significant investments in generative AI and enhanced integrations across Copilot.
- 06/ ### How does Copilot Studio approach responsible AI? Generative AI within Copilot Studio is designed to align with our responsible AI principles, including fairness, reliability and safety, privacy and security, inclusiveness, transparency, and accountability.
- 07/ ### Which languages does Copilot Studio support? Copilot Studio supports Chinese (simplified and traditional), Czech, Danish, Dutch, English, Finnish, French, German, Greek, Hindi, Indonesian, Italian, Japanese, Korean, Norwegian, Polish, Portuguese (Brazilian), Russian, Spanish, Swedish, Thai, and Turkish.
- 08/ ### What's the difference between Copilot Studio in Microsoft 365 Copilot, and Copilot Studio licensed separately? Copilot Studio is the comprehensive tool for building agents. Agents built in Copilot Studio can be deployed across multiple channels-organizations pay only for usage. For those licensed for Microsoft 365 Copilot, usage of agents published to Microsoft 365 Copilot is included in their license.
- 09/ ### How can I purchase Microsoft Copilot Studio? Copilot Studio is sold as tenant-wide message packs of 25,000 messages each, priced at$200.00/pack/month.A billable message is a request or message sent to the agent triggering an action and/or response. The triggered action and/or response is included in the original billable message and doesn’t count as a separate billable message.
Copilot Studio is also available to sign up for as a pay-as-you-go meter in addition to the existing message packs. This will allow customers the flexibility to only pay for the messages they consume at the end of their monthly billing period, after use. This new pay-as-you-go meter requires no upfront license commitment, allowing customers to scale usage and help ensure business continuity for mission critical business processes.
- 10/ ### Are there any product differences between the Copilot Studio message packs and the pay-as-you-go meter? There are no in-product features or capability differences between the Copilot Studio message pack and the pay-as-you-go meter. The product is at full parity regardless of the purchasing option, with the only difference being the way a customer pays for the service. While a customer pays up front ($200.00/pack/month for 25,000 messages/pack) with the message packs, the pay-as-you-go meter requires no up-front license commitment and allows customers to pay only for the message capacity they consume, at the end of the billing period.
- 11/ ### How do I set up a pay-as-you-go meter for Copilot Studio? Learn about the quick five-step process to sign up for the Copilot Studio pay-as-you-go meter here.
Follow Microsoft 365
- [1] Licenses are capacity-based and additional messages can be purchased. A billable message is a request or message sent to the copilot/bot triggering an action and/or response.
Once your paid subscription begins, cancellation policies vary based on your status as a new customer and your Microsoft product and domain selections. Learn more. Cancel your Microsoft 365 subscription any time by going to the Microsoft 365 admin center. When a subscription is canceled, all associated data will be deleted. Learn more about data retention, deletion, and destruction in Microsoft 365.
Prices shown are for marketing purposes only and may not reflect the actual list price due to currency, country, and regional variant factors. Your actual price will be reflected in the checkout.
2. [2] Message consumption rates: 1) Regular (non-generative AI) = 1 message; and 2) Generative AI (answers over your data) = 2 messages. Customers can use a mix of regular and generative AI messages with the capacity.
3. [3] To learn more, download theMicrosoft Copilot Studio Licensing Guide.
Microsoft Copilot Studio
Follow Microsoft 365
What's new
- Surface Pro
- Surface Laptop
- Surface Laptop Studio 2
- Copilot for organizations
- Copilot for personal use
- AI in Windows
- Explore Microsoft products
- Windows 11 apps
Microsoft Store
- Account profile
- Download Center
- Microsoft Store support
- Returns
- Order tracking
- Certified Refurbished
- Microsoft Store Promise
- Flexible Payments
Education
- Microsoft in education
- Devices for education
- Microsoft Teams for Education
- Microsoft 365 Education
- How to buy for your school
- Educator training and development
- Deals for students and parents
- AI for education
Business
- Microsoft Cloud
- Microsoft Security
- Dynamics 365
- Microsoft 365
- Microsoft Power Platform
- Microsoft Teams
- Microsoft 365 Copilot
- Small Business
Developer & IT
- Azure
- Microsoft Developer
- Microsoft Learn
- Support for AI marketplace apps
- Microsoft Tech Community
- Azure Marketplace
- AppSource
- Visual Studio
Company
- Careers
- About Microsoft
- Company news
- Privacy at Microsoft
- Investors
- Diversity and inclusion
- Accessibility
- Sustainability
English (United States)Your Privacy ChoicesConsumer Health Privacy
- Sitemap
- Contact Microsoft
- Privacy
- Manage cookies
- Terms of use
- Trademarks
- Safety & eco
- Recycling
- About our ads
- © Microsoft 2025
AI-powered assistant
Created with Copilot Studio
AI-powered assistant Created with Copilot Studio
Can we help you?
AI-powered assistant is available 24x7.
Chat now
Microsoft Copilot Studio Reviews
Login Required
Please log in to share your review and rating for this MCP.
Actions
Microsoft Copilot Studio's Information
- Category
- AI Agents
- Updated
- 14 days ago
Similar MCP Servers like Microsoft Copilot Studio
Explore related MCPs that share similar capabilities and solve comparable challenges
Sequential Thinking
Officialby modelcontextprotocol
An MCP server implementation that provides a tool for dynamic and reflective problem-solving through a structured thinking process.
LibreChat
OfficialClientby danny-avila
Provides a self‑hosted ChatGPT‑style interface supporting numerous AI models, agents, code interpreter, image generation, multimodal interactions, and secure multi‑user authentication.
Goose
by block
Automates engineering tasks on local machines, executing code, building projects, debugging, orchestrating workflows, and interacting with external APIs using any LLM.
Roo Code
OfficialClientby RooCodeInc
Provides an autonomous AI coding partner inside the editor that can understand natural language, manipulate files, run commands, browse the web, and be customized via modes and instructions.
Pydantic AI
by pydantic
A Python framework that enables seamless integration of Pydantic validation with large language models, providing type‑safe agent construction, dependency injection, and structured output handling.
Mcp Agent
Clientby lastmile-ai
Build effective agents using Model Context Protocol and simple, composable workflow patterns.
Mcp Use
Clientby mcp-use
A Python SDK that simplifies interaction with MCP servers and enables developers to create custom agents with tool‑calling capabilities.
5ire
Clientby nanbingxyz
A cross‑platform desktop AI assistant that connects to major LLM providers, supports a local knowledge base, and enables tool integration via MCP servers.
Gptme
Clientby gptme
Provides a personal AI assistant that runs directly in the terminal, capable of executing code, manipulating files, browsing the web, using vision, and interfacing with various LLM providers.