MCPSpec – Ship reliable MCP servers without writing test code
MCP testing without test code—records, generates mocks, catches Tool Poisoning, gates CI.
📦 Ship & Use AI-friendly package context.
Versioned AI context inside node_modules beats remote MCP servers for accuracy.
Library maintainers, AI agent developers
Model Context Protocol · Sourcegraph Cody
If you’re building a package and thinking of creating an MCP server for your users, you should consider ctxbrew as a simpler alternative and focus on the library code itself.
If you’re building a product and find yourself fighting with LLMs generating incorrect code using your dependencies, you should consider asking the maintainers to add ctxbrew support.
MCP testing without test code—records, generates mocks, catches Tool Poisoning, gates CI.
Glitch-free reactive graphs with ABAC and versioning for AI agents.
AI agents open PRs and debug incidents directly inside shared team threads.
Git metaphor for agent memory is clever; execution and adoption remain unproven.
Multi-item container fit calculator that actually saves state locally.
Auto-generates narrative arcs from PR history when Changelog.com exists.