GSterlingPress

RECOVER

Community GSterlingPress
Updated

RECOVER — machine-readable recovery decisions for failed API, MCP, and agent actions.

RECOVER

A failed machine action happened. What should happen next?

RECOVER is a tiny deterministic decision API for AI agents, MCP clients, automations, and ordinary backend systems. It converts failure context into one of six actions:

RETRY_NOW · WAIT · REPAIR_REQUEST · VERIFY_FIRST · ESCALATE · ABORT

Use it immediately after a failed API/tool/action and before an automatic retry—especially for side-effecting operations, ambiguous timeouts, rate limits, malformed requests, exhausted retry budgets, and uncertain execution outcomes.

Live production

Base URL: https://recover-api-production-bbba.up.railway.app

MCP Streamable HTTP endpoint: https://recover-api-production-bbba.up.railway.app/mcp

Activity dashboard: https://recover-api-production-bbba.up.railway.app/activity

Safe demo: https://recover-api-production-bbba.up.railway.app/demo

REST

POST https://recover-api-production-bbba.up.railway.app/v1/recover

{
  "method":"POST",
  "status":503,
  "error":"upstream timeout",
  "attempt":1,
  "sideEffect":true,
  "idempotencyKey":false
}

Example response:

{
  "decision":"VERIFY_FIRST",
  "retry":false,
  "risk":"high",
  "reason":"A side-effecting non-idempotent action may have completed before the failure became visible.",
  "next":"Verify external state or obtain an idempotency key before retrying."
}

MCP

Tool: recover_decide

Point an MCP client at:

https://recover-api-production-bbba.up.railway.app/mcp

The server is designed for machine discovery and includes server.json metadata for the official MCP Registry.

Why call RECOVER?

Retry libraries answer how to retry. RECOVER answers the more important question first: what is the safest next action after this specific failure?

Good call sites include API clients, AI agents, browser automations, workflow engines, MCP hosts, job runners, payment/order flows, and any system where blindly retrying can duplicate a side effect or amplify a failure.

Analytics

GET /activity displays durable, privacy-safe usage telemetry and a permanent FIRST 10 REAL-WORLD STRANGER CONVERSIONS scoreboard. Real-use events are stored separately so discovery traffic cannot push milestones out of history. Raw IPs and request payloads are not stored.

Deploy

The repo is Railway-ready with Dockerfile and railway.toml. Mount a persistent volume at /data so the permanent real-use ledger survives restarts.

MCP Server · Populars

MCP Server · New

    JanYork

    LWC — Proactive Memory for AI Agents

    Agent-driven proactive memory CLI for AI agents — autonomously recall, maintain, and evolve persistent, source-grounded knowledge across sessions.

    Community JanYork
    mixelpixx

    Konnect *BETA Release

    AI-assisted PCB design for KiCAD 10. Native KiCAD plugin — a single Rust binary exposing 171 schematic, layout, routing, design-review, and manufacturing tools to Claude, or the LLM of your choosing

    Community mixelpixx
    mixelpixx

    Nimrod

    Web research for Claude over MCP: quality-scored Google search, clean extraction, deep research. Hosted connector for claude.ai/Desktop/Code + Nimrod Desktop toolkit (skills, agent, hooks).

    Community mixelpixx
    Minima-AI-Inc

    minima

    On-premises conversational RAG with configurable containers

    Community Minima-AI-Inc
    Minima-AI-Inc

    minima MCP server

    On-premises conversational RAG with configurable containers

    Community Minima-AI-Inc