AI coding agents are powerful -- but without structure, they wander. They lose track of the plan. They skip tests. They write code that works but
Swissarmyhammer mcp server connects Swissarmyhammer to AI assistants that speak the Model Context Protocol. AI coding agents are powerful -- but without structure, they wander. They lose track of the plan. They skip tests. They write code that works but isn't reviewed. They forget what they were doing halfway through.
AI coding agents are powerful -- but without structure, they wander. They lose track of the plan. They skip tests. They write code that works but isn't reviewed. They forget what they were doing halfway through.
Compare MCP servers by category, or browse hosted MCP servers if you prefer an endpoint over a local process.
Read, search and edit files inside allowed directories with the Model Context Protocol reference Filesystem server.
Retrieve version-aware library documentation and code examples with Context7 MCP, using resolve-library-id and query-docs.
Go-based MCP server providing Markdown table file inspection and row-level operations.
Fillo MCP server — provision, scaffold, publish, and query forms from your coding agent.
Read-only access to Communicate developer guides, OpenAPI summaries, and support contact.
This project provides an MCP (Model Context Protocol) server for PipeCD, enabling integration and management of applications and deployments.