Slopshop vs LangChain

Feature	Slopshop	LangChain
What it is	Backend execution layer (API + CLI)	Python/JS orchestration framework
Built-in tools	1,255 real handlers	Wrappers around external APIs
Real compute on server	925 pure-compute	Delegates to external services
Self-hostable	Full self-hosting	Framework only (tools need external services)
Verification	_engine: "real" + SHA-256	No built-in verification
Persistent memory	8 core APIs, free forever	Requires external DB setup
MCP support	Native server	Community adapters
Setup complexity	npm install -g slopshop	Framework + dependencies + config
Language lock-in	Language-agnostic (HTTP API)	Python or JS
Works in Claude Code/Cursor	MCP native	Not directly

When to use LangChain

LangChain is the right choice when you need fine-grained control over prompt chains, retrieval-augmented generation pipelines, or complex multi-step agent logic in Python. It's an orchestration framework for building custom agent workflows.

When to use Slopshop

Slopshop is the right choice when your agents need a ready-to-use backend with real tools, persistent memory, and verified results. No framework setup, no dependency management -- one API key, 1,255 handlers, works inside any MCP-compatible client. They complement each other: use LangChain for orchestration, Slopshop as the tool backend.