Load any Thor CLI directly as a StdIO MCP server

MCP servers focused on fetching and presenting information from Obsidian vaults

Model Context Protocol server for Panda CMS. Provides tools for managing pages, posts, and collections via Claude Desktop and other MCP clients.

CLI toolkit providing memory, hooks, and MCP servers for Claude Code personality system

pikuri-mcp adds Model Context Protocol support to pikuri-core agents: a +Pikuri::Mcp::Registry+ for declaring stdio + HTTP MCP servers, the +Pikuri::Mcp::Servers+ runtime that spawns them, a +Pikuri::Mcp::Synthesizer+ that LLM-fills missing server descriptions, a +Pikuri::Mcp::Verifier+ that screens server surfaces for prompt-injection patterns before any tool is advertised to the LLM, and a +Pikuri::Mcp::Extension+ that wires everything into a +Pikuri::Agent+ via +c.add_extension(...)+ in the +Agent.new+ block.

Pinmark adds a dev-only floating overlay to any Rails app. Click a component or any element on the page, leave a comment, and Claude Code consumes the queue via MCP — closing the loop between visual feedback and source edits. Works with Phlex, ViewComponent, and ERB partials.

Rails-AI-Bridge introspects your Rails application and exposes structure to AI assistants via static context files and a live Model Context Protocol (MCP) server. It classifies Active Record models semantically (Core, Join, Supporting), optionally surfaces non-ActiveRecord Ruby classes under app/models (tagged POJO/Service), and integrates with editors and assistants such as Claude, Gemini, Cursor, and Windsurf.

Rails Engine that captures exceptions, stores them in your database with rich context, and exposes error data via a bundled MCP server so AI agents can triage, resolve, and fix errors autonomously.

MCP server that indexes codebases using AST-aware chunking and vector embeddings, providing semantic search for Claude Code and other MCP clients.

A comprehensive Rails profiler with web debug toolbar, profiling UI, SQL analysis, performance timeline, and MCP server integration

CLI utility and Ruby API for generating structured release notes and changelog documents from various issue-tracking platforms or YAML definitions into plaintext drafts (<strong>AsciiDoc</strong>, <strong>Markdown</strong>, <strong>YAML</strong>) and rich-text output (<strong>HTML</strong> and <strong>PDF</strong>).

Exposes Resque queues, workers, and failed jobs to MCP clients via a Streamable HTTP endpoint mounted in the host Rails app.

Configuration management tool for AI-assisted development workflows. Author rules once, compile to Claude Code, Cursor, AGENTS.md, and more.

A Model Context Protocol server that provides Claude with access to Schwab trading API for quotes and market data

A local MCP server that exposes the stimulus-plumbers API schema and documentation to LLM-powered IDEs

Studio transforms any CLI command into a StdIO Model Context Protocol (MCP) server. It exposes templated command-line tools so they can be executed more easily and safely than free inputs.

Superkick wraps AI coding CLIs in a PTY proxy and injects CI results, PR reviews, and other external context — right when the agent is ready to hear it.

A Model Context Protocol (MCP) server that generates tools from Swagger/OpenAPI specifications

Sxn simplifies git worktree management with intelligent project rules and secure automation

A thin Rails layer over the official MCP Ruby SDK. Mounts a Streamable HTTP MCP endpoint, gates access behind API-key or HTTP Basic auth, enforces fail-closed per-tool database roles, and ships five bundled plugins (DB, Jobs, Flipper, Rake, Custom Tools) plus a Ruby DSL for writing your own.