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Vinkius

Gitea MCP Server for OpenAI Agents SDK 10 tools — connect in under 2 minutes

Built by Vinkius GDPR 10 Tools SDK

The OpenAI Agents SDK enables production-grade agent workflows in Python. Connect Gitea through the Vinkius and your agents gain typed, auto-discovered tools with built-in guardrails — no manual schema definitions required.

Vinkius supports streamable HTTP and SSE.

python
import asyncio
from agents import Agent, Runner
from agents.mcp import MCPServerStreamableHttp

async def main():
    # Your Vinkius token — get it at cloud.vinkius.com
    async with MCPServerStreamableHttp(
        url="https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
    ) as mcp_server:

        agent = Agent(
            name="Gitea Assistant",
            instructions=(
                "You help users interact with Gitea. "
                "You have access to 10 tools."
            ),
            mcp_servers=[mcp_server],
        )

        result = await Runner.run(
            agent, "List all available tools from Gitea"
        )
        print(result.final_output)

asyncio.run(main())
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About Gitea MCP Server

Connect your Gitea instance to any AI agent and take full control of your self-hosted Git services, code reviews, and project collaboration through natural conversation.

The OpenAI Agents SDK auto-discovers all 10 tools from Gitea through native MCP integration. Build agents with built-in guardrails, tracing, and handoff patterns — chain multiple agents where one queries Gitea, another analyzes results, and a third generates reports, all orchestrated through the Vinkius.

What you can do

  • Repository Orchestration — List all accessible repositories and retrieve full details including descriptions, clone URLs, stars, and visibility states natively
  • Issue & Task Tracking — Enumerate issues in any repository to track numbers, states, labels, and assignees, and retrieve full body content for detailed analysis flawlessly
  • Pull Request Auditing — List all pull requests to monitor open, closed, or merged states and review source/target branch mappings synchronously
  • Organization Management — Identify organizations you belong to and retrieve detailed org metadata including website, location, and repository counts securely
  • Branch & Protection Oversight — List all branches in a repository and verify commit SHAs and effective branch protection rules natively
  • User Profile Discovery — Extract the authenticated profile identity including login, email, full name, and administrative status flawlessy
  • Project Navigation — Analyze specific localized variables decoding active data routes and extracting hidden structural constraints within your Gitea environment

The Gitea MCP Server exposes 10 tools through the Vinkius. Connect it to OpenAI Agents SDK in under two minutes — no API keys to rotate, no infrastructure to provision, no vendor lock-in. Your configuration, your data, your control.

How to Connect Gitea to OpenAI Agents SDK via MCP

Follow these steps to integrate the Gitea MCP Server with OpenAI Agents SDK.

01

Install the SDK

Run pip install openai-agents in your Python environment

02

Replace the token

Replace [YOUR_TOKEN_HERE] with your Vinkius token from cloud.vinkius.com

03

Run the script

Save the code above and run it: python agent.py

04

Explore tools

The agent will automatically discover 10 tools from Gitea

Why Use OpenAI Agents SDK with the Gitea MCP Server

OpenAI Agents SDK provides unique advantages when paired with Gitea through the Model Context Protocol.

01

Native MCP integration via `MCPServerSse` — pass the URL and the SDK auto-discovers all tools with full type safety

02

Built-in guardrails, tracing, and handoff patterns let you build production-grade agents without reinventing safety infrastructure

03

Lightweight and composable: chain multiple agents and MCP servers in a single pipeline with minimal boilerplate

04

First-party OpenAI support ensures optimal compatibility with GPT models for tool calling and structured output

Gitea + OpenAI Agents SDK Use Cases

Practical scenarios where OpenAI Agents SDK combined with the Gitea MCP Server delivers measurable value.

01

Automated workflows: build agents that query Gitea, process the data, and trigger follow-up actions autonomously

02

Multi-agent orchestration: create specialist agents — one queries Gitea, another analyzes results, a third generates reports

03

Data enrichment pipelines: stream data through Gitea tools and transform it with OpenAI models in a single async loop

04

Customer support bots: agents query Gitea to resolve tickets, look up records, and update statuses without human intervention

Gitea MCP Tools for OpenAI Agents SDK (10)

These 10 tools become available when you connect Gitea to OpenAI Agents SDK via MCP:

01

get_issue

Get full details of a Gitea issue

02

get_me

Get the authenticated Gitea user profile

03

get_org

Get full details of a Gitea organization

04

get_repo

Get full details of a Gitea repository

05

list_branches

List all branches in a Gitea repository

06

list_issues

List all issues in a Gitea repository

07

list_org_repos

List all repositories belonging to a Gitea organization

08

list_orgs

List all organizations the authenticated Gitea user belongs to

09

list_pulls

List all pull requests in a Gitea repository

10

list_repos

Returns repo full names, descriptions, clone URLs, stars, forks, private/public status, and default branches. List all repositories accessible to the authenticated Gitea user

Example Prompts for Gitea in OpenAI Agents SDK

Ready-to-use prompts you can give your OpenAI Agents SDK agent to start working with Gitea immediately.

01

"List the last 5 repositories I worked on"

02

"Show me open pull requests for repo 'api-service'"

03

"List all issues in organization 'Eng-Team'"

Troubleshooting Gitea MCP Server with OpenAI Agents SDK

Common issues when connecting Gitea to OpenAI Agents SDK through the Vinkius, and how to resolve them.

01

MCPServerStreamableHttp not found

Ensure you have the latest version: pip install --upgrade openai-agents
02

Agent not calling tools

Make sure your prompt explicitly references the task the tools can help with.

Gitea + OpenAI Agents SDK FAQ

Common questions about integrating Gitea MCP Server with OpenAI Agents SDK.

01

How does the OpenAI Agents SDK connect to MCP?

Use MCPServerSse(url=...) to create a server connection. The SDK auto-discovers all tools and makes them available to your agent with full type information.
02

Can I use multiple MCP servers in one agent?

Yes. Pass a list of MCPServerSse instances to the agent constructor. The agent can use tools from all connected servers within a single run.
03

Does the SDK support streaming responses?

Yes. The SDK supports SSE and Streamable HTTP transports, both of which work natively with the Vinkius.

Connect Gitea to OpenAI Agents SDK

Get your token, paste the configuration, and start using 10 tools in under 2 minutes. No API key management needed.