Pitstop
OfficialPitstop
The reliability layer for AI agents.
When your agent fails at an execution boundary, Pitstop tells it what happened, what it costs, and how to recover.
The truck stop for AI agents
Agents pull in when execution fails. They get what they need and get back on the road. Every stop makes the next stop faster.
Related MCP server: aibvf-mcp
Install
/classify
POST a 429 status + headers, get back a classification:
curl -s -X POST https://web-production-273d3.up.railway.app/classify \
-H "Content-Type: application/json" \
-d '{"status":429,"headers":{"retry-after":"30"},"provider":"anthropic"}'Returns: WAIT / CAP / STOP + fix shape + matched corpus precedent.
The corpus
63 production failure receipts. 14 confirmed and merged by maintainers.
github.com/SirBrenton/pitstop-truth
Architecture
pitstop-truth (corpus)
↓
ChromaDB (local vector index)
↓
/classify (Railway endpoint)
↓
MCP server (agents call this)Contact
brent@pitstop.dev pitstop.dev @SirBrenton on GitHub
This server cannot be deployed
Maintenance
Related MCP Connectors
Choose the safest next action after an API, MCP, or agent failure before retrying.
Read-only triage for n8n, MCP, webhook, and AI agent workflow production failures.
Log, evaluate, and ground AI decisions against authority context. Returns PASS, WARN, or BLOCK.
Never let your agent repeat a bug or linger on a known issue. Search 385+ failure lessons to skip known errors instantly.
Related MCP Servers
- FlicenseNot gradedqualityCmaintenanceClassify raw text into structured triage objects with intent, urgency, category, and sentiment. Zero-config MCP tool for support intake, lead routing, and ticket automation-
- AlicenseAqualityAmaintenancePre-flight scoring for AI agents, returns Accelerate, Fix, or Stop with EUR value range, decision confidence, and pace-layer drag.8MIT

qa-probeofficial
AlicenseAqualityCmaintenanceProbes your live API and classifies why each endpoint failed (root cause, evidence, and a calibrated confidence level), exposed over MCP so your AI assistant debugs from evidence instead of guessing. Works with FastAPI, Express, Next.js, tRPC, and GraphQL.810 npm2Apache 2.0- AlicenseNot gradedqualityBmaintenanceProvides structured error classification and recovery guidance for MCP agents, turning opaque failures into actionable retry and state information.6 npmMIT