Bring Api Design
to AutoGen
Create your Vinkius account to connect Apiary to AutoGen and start using all 10 AI tools in minutes. Fully managed, enterprise secure, and ready to use without writing a single line of code. No hosting, no server setup — just connect and start using.
GDPR Free for SubscribersCompatible with every major AI agent and IDE
Gemini
What is the Apiary MCP Server?
Connect your Apiary workspace to your AI agent and take full control of your API design, specification, and validation processes through natural conversation.
What you can do
- Read API Blueprints — Fetch raw Markdown-based API Blueprints or Swagger files defining endpoints, methods, and parameters without leaving your editor
- Publish Documentation — Instantly update your Apiary projects with new markdown code. Mock servers and public documentation sync automatically
- Run Dredd Tests — Validate your backend implementation against the blueprint specifications using integrated tests
- Team Management — Query team API projects, list team members, and manage your engineering ecosystem intuitively
How it works
- Subscribe to this server
- Enter your Personal Apiary Token
- Start querying your APIs or instruct Claude/Cursor to refactor endpoints instantly
No copying and pasting back and forth to the Apiary browser editor.
Who is this for?
- Backend Engineers — ask your assistant to fetch the current blueprint, write new endpoint specifications, and publish them back automatically
- Technical Writers — easily review and fix API documentation formatting and submit changes directly to the remote server
- Engineering Managers — list all active APIS under your team, oversee member permissions, and check the testing status
Built-in capabilities (10)
Get the full API Blueprint source code of an Apiary API project
Get the documentation and mock server URLs for an Apiary API project
Get the authenticated Apiary user profile
Get details of a specific Apiary team
Apiary is an API design-first platform. List all API projects on Apiary
List all API projects belonging to a specific Apiary team
List all members of an Apiary team
List all teams the authenticated user belongs to on Apiary
Use with valid Markdown blueprint/Swagger. Publish (update) the API Blueprint of an Apiary API project
Get or run Dredd-style API tests against an Apiary project
Why AutoGen?
AutoGen enables multi-agent conversations where agents negotiate, delegate, and collaboratively use Apiary tools. Connect 10 tools through Vinkius and assign role-based access. a data analyst queries while a reviewer validates, with optional human-in-the-loop approval for sensitive operations.
- —
Multi-agent conversations: multiple AutoGen agents discuss, delegate, and collaboratively use Apiary tools to solve complex tasks
- —
Role-based architecture lets you assign Apiary tool access to specific agents. a data analyst queries while a reviewer validates
- —
Human-in-the-loop support: agents can pause for human approval before executing sensitive Apiary tool calls
- —
Code execution sandbox: AutoGen agents can write and run code that processes Apiary tool responses in an isolated environment
Apiary in AutoGen
Why run Apiary with Vinkius?
The Apiary connection runs on our fully managed, secure cloud infrastructure. We handle the hosting, maintenance, and security so you don't have to deal with servers or code. All 10 tools are ready to work instantly without any complex setup.
You stay in complete control of your data. Your AI only accesses the information you approve, keeping your sensitive passwords and private details completely safe. Plus, with automatic optimizations, your AI works faster and more efficiently.
* Every connection is hosted and maintained by Vinkius. We handle the security, updates, and infrastructure so you don't have to write code or manage servers. See our infrastructure
Over 4,000 integrations ready for AI agents
Explore a vast library of pre-built integrations, optimized and ready to deploy.
Connect securely in under 30 seconds
Generate tokens to authenticate and link external services in a single step.
Complete visibility into every agent action
Audit live requests, latency, success rates, and active security compliance policies.
Optimize spending and track token ROI
Analyze real-time token consumption and cost metrics detailed by connection.
Explore our live AI Agents Analytics dashboard to see it all working
This dashboard is included when you connect Apiary using Vinkius. You will never be left in the dark about what your AI agents are doing with your tools.
Apiary and 4,000+ other AI tools. No hosting, no code, ready to use.
Professionals who connect Apiary to AutoGen through Vinkius don't need to write code, manage servers, or worry about security. Everything is pre-configured, secure, and runs automatically in the background.
Raw MCP | Vinkius | |
|---|---|---|
| Ready-to-use MCPs | Find and configure each manually | 4,000+ MCPs ready to use |
| Connection Setup | Manual coding & server setup | 1-click instant connection |
| Server Hosting | You host it yourself (needs 24/7 uptime) | 100% hosted & managed by Vinkius |
| Security & Privacy | Stored in plaintext config files | Bank-grade encrypted vault |
| Activity Visibility | Blind execution (no logs or tracking) | Live dashboard with real-time logs |
| Cost Control | Runaway AI token spend risk | Automatic budget limits |
| Revoking Access | Must delete files or code to stop | 1-click disconnect button |
How Vinkius secures
Apiary for AutoGen
Every request between AutoGen and Apiary is protected by our secure gateway. We automatically keep your sensitive data private, prevent unauthorized access, and let you disconnect instantly at any time.
Frequently asked questions
Can the agent fetch the exact mock server endpoints for one of my APIs?
Yes. You can use the get_doc_url capability to retrieve both the public facing documentation url and the private mock server endpoint string. Your agent can immediately use this url to simulate requests internally using other modules or tests.
Am I able to update the Blueprint markup completely through the agent?
Absolutely. Instruct your AI agent to fetch the blueprint with get_api. Once read into context, prompt the agent to make your desired changes (e.g. 'Add a new POST route for user creation'). Then, instruct it to use publish_blueprint to upload the newly revised markdown.
How does the team feature list function mapping work?
Apiary enables collaboration. Utilizing list_teams, the agent finds the slugs of your organizations. Then, using list_team_apis, it fetches all collaborative APIs available for that precise team. This hierarchy avoids hallucinating random endpoint repositories.
How does AutoGen connect to MCP servers?
Create an MCP tool adapter and assign it to one or more agents in the group chat. AutoGen agents can then call Apiary tools during their conversation turns.
Can different agents have different MCP tool access?
Yes. AutoGen's role-based architecture lets you assign specific MCP tools to specific agents, so a querying agent has different capabilities than a reviewing agent.
Does AutoGen support human approval for tool calls?
Yes. Configure human-in-the-loop mode so agents pause and request approval before executing sensitive MCP tool calls.
McpWorkbench not found
Install: pip install "autogen-ext[mcp]"
Explore More MCP Servers
View all →
Classy.org
8 toolsManage fundraising and donations via Classy (GoFundMe Pro) — track campaigns, monitor transactions, and manage supporters directly from any AI agent.
openFDA
3 toolsAccess the powerful openFDA databases for drug adverse events, food recalls, and medical device safety reports globally.
Browse AI
10 toolsAutomate web data extraction via Browse AI — run robots, monitor websites, and retrieve captured data directly from any AI agent.
NOAA Forecast — US Weather Predictions
5 toolsOfficial NWS weather forecasts for any US location: 7-day daily forecasts, 156-hour hourly forecasts, raw grid data, and meteorologist forecast discussions from 122 Weather Forecast Offices.