// SYSTEM
—
// VERSION
v2.1.0 — STABLE
// UPTIME
847 days, 04:22:19
// ACTIVE AGENTS
2,847,193
MODEL CONTEXT PROTOCOL · NATIVE

Agents that
actually ship.

The open runtime for building, deploying, and orchestrating AI agents over MCP. Connect any model to any tool. Run anywhere. Own your stack.

START BUILDING →npx mcp-agents init
~/agent-runtime — 80×24bash
$ mcp deploy ./orchestrator
→ compiling agent graph...
→ connecting 12 MCP servers...
→ validating tool schemas (118 tools)
✓ agent deployed — edge://us-east-1
✓ endpoint: https://api.mcp-agents.io/orch-7a2
$
◆ 2.84M AGENTS DEPLOYED◆ 118 TOOLS AVAILABLE◆ 47ms MEDIAN LATENCY◆ OPEN SOURCE · MIT◆ MCP v1.2 COMPLIANT◆ 99.98% UPTIME◆ MODEL AGNOSTIC◆ SELF-HOSTABLE ◆ 2.84M AGENTS DEPLOYED◆ 118 TOOLS AVAILABLE◆ 47ms MEDIAN LATENCY◆ OPEN SOURCE · MIT◆ MCP v1.2 COMPLIANT◆ 99.98% UPTIME◆ MODEL AGNOSTIC◆ SELF-HOSTABLE
// REGISTRY_01

Pre-built agents
or roll your own.

Every agent is a first-class runtime primitive with its own tools, memory, and scope. Compose them like functions. Scale them like services.

AGENT_MESH · LIVE
NODES: 28EDGES: ACTIVELAT: 47ms
// PROTOCOL_02

Built on the Model Context Protocol.

MCP is the open standard for connecting AI models to tools and data. We're the runtime layer that makes it production-ready.

01
Universal tool bus
Any MCP server works. Any model works. Switch providers without rewriting agents.
02
Streaming-first runtime
Bidirectional streaming between agents and tools. Real-time by default.
03
Observability baked in
Every tool call, token, and handoff traced. Debug agent behavior like a pro.
04
Self-host or managed
Deploy to our edge or your own infra. Your choice, your data.
// INTERFACE_03

A spec, not a framework.

Define agents declaratively. We handle the runtime, the retries, the rate limits, and the long-running execution.

Works with Claude, GPT, Gemini, Grok, Llama
TypeScript & Python SDKs
Zero vendor lock-in
MIT licensed core
agent.ts
config.yaml
tools.json
import { defineAgent, mcp } from '@mcp-agents/core';

export default defineAgent({
  name: 'research-orchestrator',
  model: 'claude-opus-4-7',

  tools: [
    mcp.connect('https://tools.example.com/mcp'),
    mcp.connect('stdio://./local-tools'),
  ],

  system: `You coordinate research across sub-agents.
Delegate, synthesize, cite sources.`,

  subAgents: {
    crawler: './agents/crawler',
    scribe:  './agents/scribe',
  },

  memory: { kind: 'episodic', ttl: '7d' },
  trace:  { sample: 1.0 },
});
// TOOLCHAIN_04

118+ tools.
Growing daily.

Curated MCP servers across every domain your agents need. One handshake, full access.

2.84M
Agents deployed
+12.4% THIS WEEK
118
MCP tools integrated
UPDATED DAILY
47ms
P50 tool-call latency
GLOBAL EDGE
99.98%
Runtime uptime
90-DAY ROLLING
// READY_TO_SHIP

Build the agent
you actually want.

Free tier forever. No credit card. Deploy your first agent in under 60 seconds.

DEPLOY FIRST AGENT →READ THE DOCS