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io.github.sgroy10/speclock

Official

by sgroy10 · JavaScript

AI Constraint Engine — enforces CLAUDE.md and .cursorrules as laws. 51 MCP tools.

io.github.sgroy10/speclock - Model Context Protocol (MCP) Server

The server acts as an AI Constraint Engine that enforces CLAUDE.md and .cursorrules as laws, providing 51 MCP tools to manage model behavior, safety, and constraint enforcement. It catalogs as an MCP server focused on developer tooling and code quality within AI systems.

🛠️ Key Features

  • Enforces predefined model constraints and policies (CLAUDE.md, .cursorrules)
  • 51 MCP tools for protocol-level control and enforcement
  • AI-coding and developer-tools oriented tooling
  • Safety and constraint checks integrated into workflows
  • Supports pre-commit and agent-related use cases

🚀 Use Cases

  • Runtime constraint enforcement for AI models
  • Compliance with coding and safety guidelines in development
  • Integration into CI/CD for policy checks
  • Developer workflows requiring deterministic behavior
  • Tools catalog for MCP-server-enabled projects

⚡ Developer Benefits

  • Clear constraint framework for model interactions
  • Reusable MCP toolset to standardize behavior
  • Grounded in widely used topics like ai-safety and code-quality
  • Easy integration with existing repository tooling

⚠️ Limitations

  • Description focuses on constraint enforcement; other capabilities not detailed
  • Specific tool behaviors and interfaces not elaborated in provided data

Topics

ai-codingclaude-codecursordeveloper-toolsmcpmcp-serverai-safetycode-qualityconstraint-enginepre-commitagents-mdcopilotwindsurfai-guardrailsclaude-code-pluginconstraint-enforcementcodex-plugincursor-plugingemini-cli-extension
io.github.sgroy10/speclock - agentage MCP Catalog