Connect AI agents to your data.
API keys, MCP server, usage monitoring, and interactive docs — everything a developer needs to give AI agents secure, read-only access to databases and APIs. $19/mo.
- REST API + MCP server — one endpoint, any agent
- Scoped API keys with per-key rate limits
- Developer Console for keys, connections, and usage
Up and running in 3 steps
From signup to your first AI-powered query in under five minutes.
Create API Key
Generate a scoped API key from the Developer Console. Choose which tools the key can access and set a rate limit.
Connect Data
Add a database or API connection. Memnai introspects the schema automatically so agents have full context.
Query via MCP or REST
Point your AI agent at the MCP endpoint, or call the REST API directly. Structured results come back instantly.
6 tools, auto-discovered
Every tool is registered with a description, typed parameters, and scope requirements. AI agents discover them automatically via tools/list.
memnai_list_connections
List all database and API connections accessible to your API key. Returns connection IDs needed for other tools.
memnai_get_schema
Get the full schema — tables, columns, types, foreign keys — for a database connection. Essential context for writing queries.
memnai_list_metrics
Search the pre-defined metrics catalog. Metrics are vetted SQL queries with descriptions, categories, and verification status.
memnai_query
Execute a SQL query or run a pre-defined metric against a connection. Results include columns, rows, execution time, and cache status.
memnai_ask
Ask a natural-language question. Memnai generates SQL from your schema context, optionally executes it, and returns structured results.
memnai_explain
Get the EXPLAIN execution plan for a SQL query without running it. Understand performance characteristics before committing.
Works with every MCP client
MCP is an open standard. Any agent that speaks the protocol can discover and use Memnai’s tools — no custom integration code needed.
Claude
Anthropic’s Claude can use Memnai tools via MCP to research your data, build reports, and answer business questions in real time.
ChatGPT
Connect ChatGPT to Memnai’s MCP server and let it query your databases, explore schemas, and generate insights from live data.
Cursor
Give your AI coding assistant direct access to your production schema and metrics catalog for context-aware development.
Custom Agents
Any MCP-compatible client can connect. Build internal tools, data pipelines, or automated reports powered by Memnai’s tools.
Everything you need in one console
The Developer Console is a focused dashboard for API key management, connection setup, usage monitoring, and docs.
API Key Management
Create, rotate, and revoke API keys. Each key has scopes (query, schema, metrics, ai), optional connection restrictions, and per-key rate limits.
Data Source Connections
Connect PostgreSQL, MySQL, SQL Server, Snowflake, BigQuery, Redshift, or any REST API with an OpenAPI spec. Paste a connection string to auto-detect.
Usage Dashboard
Monitor API calls, queries, and AI generations in real time. Color-coded progress bars show utilization against plan limits.
MCP Config Generator
Select your API key and MCP client (Claude, Cursor, VS Code) and get a ready-to-paste JSON config with one click.
Interactive Docs
REST endpoint reference, MCP tool catalog, and copy-paste code examples in cURL, Python, and TypeScript.
REST + MCP Access
One API key works for both the REST API and the MCP server. Call endpoints directly or let AI agents auto-discover tools.
Enterprise-grade security for AI access
Giving AI agents access to your data sounds scary. We built every safety layer you’d expect.
Scoped API Keys
Each key has explicit scopes (schema, query, metrics, ai) and optional connection restrictions. Agents can only access what you allow.
Read-Only by Default
All queries are SELECT-only. All API requests are GET-only. Memnai will never modify your data, even through MCP tools.
Full Audit Trail
Every MCP tool call is logged with the tool name, API key ID, parameters, and results metadata. Complete visibility for your security team.
Per-Key Rate Limiting
Each API key has its own rate limit. A runaway agent can’t overwhelm your data sources or exhaust your Memnai quota.
Connection Restrictions
Restrict an API key to specific connections. Give your sales agent access to the CRM database but not the billing system.
Stateless Sessions
Each MCP request is independent — no session state persisted on the server. Reduces attack surface and eliminates session hijacking.
Up and running in 3 minutes
Create an API key, point your agent at the MCP endpoint, and start querying.
Start with the Developer plan at $19/mo — API & MCP access included.
View PlansCreate an API key
Go to Settings → API Keys in Memnai. Choose scopes (schema, query, metrics, ai) and optionally restrict to specific connections.
Configure your MCP client
Add Memnai as an MCP server in your agent’s configuration. The endpoint accepts standard MCP Streamable HTTP requests.
{
"mcpServers": {
"memnai": {
"url": "https://api.memnai.com/api/v1/mcp",
"headers": {
"Authorization": "Bearer mk_live_your_key_here"
}
}
}
}Start asking questions
Your agent will auto-discover all 6 tools. Ask it to list your connections, explore a schema, or run a query — it knows what to do.
> "What are the top 10 customers by revenue this quarter?"
Agent calls: memnai_list_connections → memnai_get_schema → memnai_ask
Result: structured table with columns, rows, and execution metadataOne plan. Everything included.
No tiers to compare, no hidden limits. API & MCP access for individual developers.
Developer
- 1 data source connection
- 2 API keys
- 5,000 API calls/mo
- 500 queries/mo
- 100 AI generations/mo
- REST API + MCP server
- Developer Console
- 7-day audit log
14-day free trial. No credit card required.
Need dashboards, exports, and team collaboration? View team plans
Give your AI agents direct access to your data
Create an API key, connect a data source, and start querying in minutes. No SDK, no webhook, no custom integration.