AGENT PLATFORM

Real-Time Context for AI Agents

Context-aware agents make better decisions. Streamkap delivers always-on data so your agents act on live context in under 50ms through MCP, CLI, API, and Streaming Agents.

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Why Agents Need Streaming Context

Live Data, Always

Agents need continuous access to live data to make accurate decisions. Streamkap keeps agent context synchronized with every change across your systems — automatically.

Millisecond Decisions

Real-time agents need sub-100ms context lookups to maintain conversational speed. Streamkap streams data at the speed agents think and act.

Real-Time Sync, Every Change

From database writes to API events, Streamkap streams every change to your agents in real time. Your agents always have the full picture when making decisions.

Connect Agents Your Way

Three interfaces for agent connectivity, from conversational AI tools to custom integrations.

MCP Server

Ask your AI tools about your data in real-time. No engineering required. Works with Claude, Cursor, VS Code Copilot, and any MCP-compatible tool.

  • Hosted at mcp.streamkap.com, no local install needed
  • Monitor pipelines, inspect connectors, query metrics
  • Works with Claude Desktop, Claude Code, Cursor, Windsurf
  • Automatic credential management with JWT tokens
MCP Server Docs

CLI

Manage pipelines from the terminal. Script deployments, automate health checks, and integrate streaming infrastructure into CI/CD workflows. Outputs JSON for agent consumption.

  • Install via npm: npm install -g @streamkap/tools
  • 15+ command groups: pipelines, sources, destinations, transforms
  • JSON output mode for scripting and agent integration
  • Environment variable auth for CI/CD automation
CLI Docs

REST API

Direct programmatic access to everything in Streamkap. Build custom agent integrations, automate pipeline management, and query metrics from any language or framework.

  • Full OpenAPI spec for code generation
  • Manage pipelines, connectors, transforms, and schemas
  • Query metrics, logs, and consumer group state
  • Scoped API tokens for fine-grained access control
API Docs

What Streaming Agents Can Do

Agents that act on live data — detecting, deciding, and responding in real-time.

Fraud Detection

Process transaction events as they stream in. Apply ML models and business rules to flag suspicious patterns within milliseconds — before the payment clears.

Dynamic Personalization

React to user behavior in real-time. Adapt product recommendations, content, pricing, and offers based on what's happening right now — continuously and automatically.

Inline Inference

Run ML models and LLM calls on streaming events as a transform step. Sentiment analysis, lead scoring, entity extraction, and classification happen inline — before data reaches its destination.

Anomaly Detection

Continuously monitor metrics, sensor readings, and system health. Detect outliers and deviations in real-time and trigger alerts or corrective actions automatically.

Customer 360 Context

Stream events from CRM, billing, product, and support systems into a unified view. Agents always have the full picture when making decisions or interacting with customers.

Automated Decisioning

Agents that take action: approve loan applications, route support tickets, trigger inventory reorders, adjust dynamic pricing — all driven by streaming events, all in milliseconds.

The Agent Data Stack

Streamkap provides the complete streaming layer between your databases and your agents.

Your Sources
Databases
Kafka
Webhooks
Files & Object Stores
Change event
Event Engine
<5ms
→
Stream Processing
<20ms
→
Delivery
<25ms
Transform, enrich, filter, join
MCP CLI REST API
Your Agents
Decision agents
Monitoring agents
Action agents
Agent takes action
<50ms event-to-action

AI Is Driving Growth for Our Customers

66% of our customers are targeting agent deployments by end of 2026

BrandAlley

E-Commerce AI Personalization

Sub-250ms streaming powers real-time AI product recommendations with always-on context

11% revenue uplift

77% higher conversion

InHire

AI Recruiting

Built a sub-200ms architecture for instant AI-powered candidate screening

Zero data engineers required

Full AI pipeline managed by product team alone

Why Streaming Outperforms Query-Based Context

Streaming delivers context in under 50ms. As agent request volume scales, the cost and performance advantage of always-on streaming grows.

Agent Load Query-Based Streamkap Streaming
1 RPS $1,447/mo $1,234/mo
100 RPS $2,160/mo $1,273/mo
1,000 RPS $8,640/mo $1,629/mo
10,000 RPS $73,440/mo $5,191/mo
At 10K requests/second, streaming saves 14x on context delivery

Learn More

Product

Introducing the Streamkap MCP Server

Connect AI agents to real-time data through the Model Context Protocol standard.

 Product

Streamkap CLI Tutorial

Manage streaming pipelines from the command line. Automate, script, and integrate with CI/CD.

 Streaming Agents

Event-Driven Streaming Agents Guide

Run AI agents with exactly-once guarantees and built-in state management.

 AI Agents

Real-Time Context Engines

Why agents with streaming context achieve 40% better prediction accuracy.

 AI Agents

Context Graphs for Decision Intelligence

The next system of record for autonomous AI agent decisions.

 Governance

Decision Traces for AI Agents

Building audit trails for autonomous agent decisions.

Your Agents Deserve Better Data

Start streaming live data to your agents in minutes. MCP Server, CLI, and API are available today.

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