Dual-Solution AI Integration
We provide two distinct, complementary tools to optimize your AI coding workflow:- social.plus MCP: A hosted Model Context Protocol (MCP) server that grants AI agents real-time access to the entire public social.plus documentation for broad architecture lookup and knowledge queries.
- social.plus Vise Harness: A CLI and AI skill that wraps coding agents in deterministic compliance guardrails, helping dev teams deploy features faster and cheaper with absolute safety.
Comparison Matrix
| Dimension | social.plus MCP | social.plus Vise Harness |
|---|---|---|
| Purpose | Broad knowledge & documentation lookup | SDK file implementation correctness |
| Use Case | Bootstrapping UI Kits, querying Server APIs, exploring webhook specifications, or asking FAQ questions | Enforcing 250+ compliance rules (e.g. dynamic user ID resolution, reactive stream disposal) |
| Execution | Cloud Hosted (https://learn.social.plus/mcp) | Runs on developer workstation (CLI tool) |
| Sensors | None | Runs compiler, linter, and static type checks |
| Data Privacy | No private code context is processed | Source code remains entirely on your machine |
| Best For | Early bootstrapping and architecture search | Code generation, code refactoring, and CI validation |
1. social.plus MCP
The hosted MCP is public and does not require authentication. It connects your AI tools to the canonical documentation.Connect your tool
Choose the AI tool you use most often to read setup instructions:Claude
Connect Claude.ai or Claude Desktop to the social.plus MCP.
VS Code
Connect GitHub Copilot in VS Code through MCP settings.
Cursor
Add the social.plus MCP to Cursor’s MCP configuration.
2. social.plus Vise Harness
Vise is the standards harness that clamps integrations to a known-good structure. While the social.plus MCP tells the agent what the rules are, Vise verifies that the agent strictly follows those rules during file writes.social.plus Vise Overview
Read the introduction to Vise, view pilot benchmarks, and follow the Quick Start installation guide.
Related Docs
SDK Quick Start
Install and initialize social.plus SDKs for your platform.
Authentication
Learn how user login, session renewal, and regional configuration work.