Bring Key Value Store
to OpenAI Agents SDK
Create your Vinkius account to connect Upstash Redis to OpenAI Agents SDK and start using all 7 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.
Compatible with every major AI agent and IDE
What is the Upstash Redis MCP Server?
Connect your Upstash Redis serverless database securely to your conversational AI agent via their REST API. Activating this integration grants your AI the technical autonomy to function as a responsive database administrator, enabling it to scan live keys, read raw datastore strings, set temporal expiration values, and even debug in real-time straight from your chat or IDE terminal.
What you can do
- Read & Write Values — Fetch the exact string configuration of a stored key (
get), or instruct the AI to inject a new value (set) complete with Time-To-Live (TTL) expiration limits. - Data Structure Discovery — Perform pattern-based scans across your database to track down dynamically generated keys and inspect their underlying structures or lifespans (
list_keys,get_key_info). - Manage Counters — Safely increment or decrement numerical keys dynamically, perfect for managing rate limits, operational counters, or user session metrics directly during troubleshooting flows.
- Maintain Health — Ping the cluster instance for responsive status checks and remove (
delete) specific keys or cache fragments completely.
How it works
- Authorize the Upstash Redis MCP component in your active module extensions.
- Obtain both the
REST URLandREST Tokenconnected to your intended database from your Upstash console and submit them in the configuration fields. - Chat natively with your AI to prompt a scan of cache items like 'session:*' or adjust active TTLs on a throttling profile.
Who is this for?
- Backend Developers — Verify cache hits, clear outdated session states intuitively, or seed temporary mock parameters rapidly without launching specialized desktop database clients like RedisInsight.
- DevOps Engineers — Inspect the rate-limiting structures or increment manual counter matrices safely during live-site debugging incidents.
- System Architects — Audit temporal key lifespans testing new eviction behaviors immediately as they write operational code logic.
Built-in capabilities (7)
Provide a comma-separated list of keys. Deletes one or more keys from Redis
Retrieves the string value stored at a key
Retrieves the data type and TTL of a key
Use negative numbers to decrement. Increments or decrements a numeric counter at a key
Avoid broad patterns like "*" on large databases. Scans for keys matching a glob pattern
Pings the Redis instance to verify connectivity
You can specify expiry in seconds. Sets a string value at a key with an optional TTL
Why OpenAI Agents SDK?
The OpenAI Agents SDK auto-discovers all 7 tools from Upstash Redis through native MCP integration. Build agents with built-in guardrails, tracing, and handoff patterns. chain multiple agents where one queries Upstash Redis, another analyzes results, and a third generates reports, all orchestrated through Vinkius.
- —
Native MCP integration via
MCPServerSse, pass the URL and the SDK auto-discovers all tools with full type safety - —
Built-in guardrails, tracing, and handoff patterns let you build production-grade agents without reinventing safety infrastructure
- —
Lightweight and composable: chain multiple agents and MCP servers in a single pipeline with minimal boilerplate
- —
First-party OpenAI support ensures optimal compatibility with GPT models for tool calling and structured output
Upstash Redis in OpenAI Agents SDK
Why run Upstash Redis with Vinkius?
The Upstash Redis 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 7 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 Upstash Redis using Vinkius. You will never be left in the dark about what your AI agents are doing with your tools.
Upstash Redis and 4,000+ other AI tools. No hosting, no code, ready to use.
Professionals who connect Upstash Redis to OpenAI Agents SDK 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
Upstash Redis for OpenAI Agents SDK
Every request between OpenAI Agents SDK and Upstash Redis 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
Where do I locate my Upstash REST URL and Token?
Sign into your Upstash management console and load your specific Redis cluster. Scroll down visually on the main 'Details' page until you hit the 'REST API' section block. You will see both your 'UPSTASH_REDIS_REST_URL' and the alphanumeric 'UPSTASH_REDIS_REST_TOKEN' ready to be copied.
Can the agent interact with standard Redis connections (redis://)?
No, this specific MCP connection module specifically utilizes Upstash's serverless HTTP/REST endpoints. It bypasses conventional persistent TCP Redis sockets to provide highly secure and connection-agnostic read/write integrations optimized for AI servers.
Are there limitations to wildcard patterns when doing list_keys?
Yes, standard Redis operational caveats apply. Searching broadly via a '' (asterisk) scan across massively populated environments isn't recommended. Aim to request the AI narrow down patterns, like 'session:' instead of blank wildcards.
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.
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.
Does the SDK support streaming responses?
Yes. The SDK supports SSE and Streamable HTTP transports, both of which work natively with Vinkius.
MCPServerStreamableHttp not found
Ensure you have the latest version: pip install --upgrade openai-agents
Agent not calling tools
Make sure your prompt explicitly references the task the tools can help with.
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