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2026 Model Context Protocol Server and AI Agent Hackathon with overhead photo of a group at a table

2026 Model Context Protocol Server and AI Agent Hackathon

Help the government accelerate AI adoption and provide better services!

Who: You — all government employees are eligible to participate! Hosted by GSA; industry partners include Databricks, OpenAI, and IBM.

What: The MCP is a potential standard for connecting AI systems to real-world data and services. As AI use expands from conversational tools to autonomous agents, its practical value depends on reliable, governed access to federal data assets and service delivery capabilities. We’re looking for your help building MCP servers for your agency’s open data assets and service delivery use cases. Whether you’re working with datasets the public needs to discover, services citizens interact with, or APIs that power critical decisions, this is your opportunity to make that information AI-ready.

Where: Online — it’s a virtual event.

When: September–October, 2026

How: Register now to receive information on how to participate, as well as future announcements.

Background

As artificial intelligence systems expand from conversational tools to autonomous agents, their practical value depends on reliable, governed access to real-world data. The Model Context Protocol has emerged as a foundational standard for connecting AI systems to external data sources, serving as the bridge between AI agents and the APIs, databases, and open data portals that hold the federal government’s most valuable information assets and service delivery capabilities.

To scale the development of this critical infrastructure layer, the AI Tooling Meetup Group from the AI Community of Practice is organizing this federal governmentwide open data and service delivery MCP hackathon: a collaborative, competitive event designed to empower subject matter experts and developers across federal agencies to prototype MCP servers for their open data assets and service delivery use cases.

The 2026 Model Context Protocol Server and AI Agent Hackathon will deliver value at multiple levels simultaneously:

  • For the government workforce — it will produce a growing library of MCP server prototypes connected to real federal data and service delivery assets — accelerating the ability of agency AI tools to answer plain-language questions, surface relevant datasets dynamically, and support real-time analysis for decision-makers.
  • For the public — it will unlock access to federal data and services through AI-powered interfaces — making it easier to query, understand, and use government information and service delivery workflows without specialized technical knowledge.
  • For the broader AI ecosystem — it will demonstrate a replicable model for distributed, domain-expert-driven AI infrastructure development — one that can be extended to additional data types, protocols, and use cases as the field matures.

The challenge

The federal government has made substantial investments in open data and service delivery, yet a critical gap remains: these vast information assets and the underlying service delivery mechanisms are largely inaccessible to the next generation of autonomous AI agents. While the data exists, AI systems lack the structured, context-rich “translation layer” required to query, interpret, and perform actions within complex government services. The core challenge of this hackathon is to bridge this disconnect by empowering the federal workforce to build MCP servers — the standardized interfaces that allow AI to safely and effectively understand, retrieve, and submit information to vital government services.

This hackathon serves as a vital infrastructure-building initiative, empowering domain experts to translate their specialized knowledge into reusable, agent-ready code. MCP shows promise and may potentially be used to improve how government services can be delivered. Participants gain hands-on experience with technology that may reshape citizen engagement while positioning their agencies at the forefront of AI-enabled service delivery, helping build expertise that will be increasingly valuable across government.

What you’ll build

Select from one of three applications:

  • Dataset Access Server — Make a federal open dataset queryable by AI agents
  • Service “Read” Integration — Enable AI to retrieve information from a government service
  • Service “Write” Integration — Allow AI to submit information to a government service

What you’ll gain

  • Hands-on expertise — Master an emerging technology that is reshaping how the public interacts with government data and services
  • A concrete pilot — Walk away with a working prototype to demonstrate to agency leadership that can be used as a foundation for production implementation
  • Technical resources and support — Access to sandbox environments, training sessions from industry experts, and mentorship throughout the 6-week development window
  • Community and recognition — Join a cross-agency community of AI infrastructure innovators and showcase your work to federal and industry leaders

How we will support you

We will provide full training on MCP implementation, server architecture, and deployment best practices through webinars prior to and during the hackathon. We will also host open office hours with technical experts to assist participants during the event.

Prizes

Due to federal legal requirements, we cannot offer cross-agency monetary prizes, but winners will be recognized in an awards ceremony by senior government officials.

Judging

Criteria

  • Innovation: How novel and creative is the solution? Creative use of MCP tooling and unique agent workflows may result in higher scores.
  • Technical Quality: Is it technically sound? Does it align with federal requirements?
  • Mission Alignment: How does it support federal mission needs and improve service delivery and oversight?
  • Presentation: Clear storytelling and explanation, effective demo flow and evidence of testing.

Judges

Judges will be government and industry technical experts.

Deliverables

At the conclusion of the hackathon, participants must submit:

  1. GitHub repository: Complete, documented code for your MCP server.
  2. Presentation slide deck:
    • Problem statement — What challenge does your server address?
    • Solution overview — How does your MCP server solve this problem?
    • Technical approach and key decisions
    • Demonstration of functionality
  3. Evaluation documentation:
    • Testing methodology
    • Performance metrics
    • Security considerations
    • Lessons learned and recommendations

Timeline and key dates

Exact dates are still being finalized, and are subject to change. Watch this space or register for details.

  • Training sessions: August 2026
  • Kickoff event: September 2026
  • Check-in milestones: Mid-September
  • Repository submission deadline: Mid-October 2026
  • Final presentations: End of October 2026

Participation requirements and guidelines

Eligibility requirements

  • Open to all federal employees and contractors (you must have a government  email) as well as state and local government employees.
  • This hackathon is explicitly designed to be inclusive across technical skill levels. Participants do not need to be software engineers — domain experts who understand their agency’s data are equally essential to effective server design.
  • You can participate solo or join as a team. If joining as a team, we recommend a maximum of five individuals per team. There are no restrictions on the number of individuals or teams from any given agency. This hackathon will be fully virtual.

Technology requirements and suggested skills

To ensure a successful hackathon experience, we recommend that participants possess a mix of the following technical and domain skills. While not every team member needs to be an expert in every area, your team should collectively be comfortable with these prerequisites. Individual participants should have proficiency in each of the areas.

Technology requirements

Core development environment:

  • Operating systems: Familiarity with macOS, Linux, or Windows (WSL2 strongly recommended for Windows users).
  • Command line: Proficiency in navigating a shell or terminal.
  • Version control: Experience using Git and navigating GitHub or GitLab.

Suggested skills

  • Languages: Practical experience with Python (3.10+) and/or Node.js (18+).
  • IDE: Comfort using code editors like VS Code, Cursor, or PyCharm, including configuring language extensions/plugins (e.g., Pylance, ESLint).
  • Execution: If using your own environment, ability to run and debug code locally using your chosen IDE or terminal.
  • Environment and package management:
    • Python ecosystem: Ability to create/activate virtual environments (venv, conda, or uv) and manage packages with pip or uv.
    • Node.js ecosystem: Familiarity with npm or yarn for package management.
  • MCP-specific competencies:
    • SDKs: Understanding of how to install and run the MCP SDK (pip install MCP or equivalent).
    • Local testing: Experience using a compatible MCP client for testing, such as Claude Desktop, VS Code with the MCP extension, or the MCP Inspector tool.
  • Protocols and APIs:
    • Familiarity with transport concepts (JSON-RPC/studio or HTTP/SSE).
    • A solid understanding of basic REST API concepts, particularly for read/write integration 

Contact the AI CoP

Have questions? We’re here to help! Reach out to us at aicop@gsa.gov.

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Last updated: Jul 10, 2026
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