@adaptivemcp/orchestration

Composition and execution strategies for Adaptive MCP.

Status: published to npm as @adaptivemcp/orchestration. It is the client-side executor of policy the server governs.

orchestration turns learned stats into retry/execution policy. It plans a retry policy per tool (e.g. cap maxAttempts for flaky tools) and is consulted by the thin client at execution time.

Usage

import { MemoryStore } from "@adaptivemcp/memory";
import { Orchestrator } from "@adaptivemcp/orchestration";

const memory = new MemoryStore();
const orchestrator = new Orchestrator({ memory });

orchestrator.planAll(); // writes a `workflow` recommendation (retry policy)
// per tool, scaled to the observed failure rate

What it does

• planAll() / planTool(toolName): derive a retry policy from observed failure behavior.
• Default policy: maxAttempts: 3; policyFor caps maxAttempts at 6.
• Flags tools as flaky when failure rate exceeds flakyThreshold.

Defaults

| Option | Default | | --- | --- | | flakyThreshold | 0.1 | | minInvocations | 10 |

License

Released under the MIT License. Copyright (c) 2026 Kemal Elmizan.