Developer Tools MCP Servers

Ssh Rails Runner

Enables secure remote execution of Rails console commands over SSH, facilitating both read-only operations and managed mutations in a deployed Rails environment.

Api Wrapper

Exposes an external API as a tool compatible with Claude Desktop or ChatGPT Desktop using the Model Context Protocol (MCP).

Pokapi

Generates a Multi-Agent Conversation Protocol (MCP) server from an OpenAPI specification.

Joseph

Provides an example implementation of a Message Communication Protocol (MCP) server using the FastMCP framework.

Open States

Facilitates multi-agent conversations with the OpenStates API by exposing its functionalities as an auto-generated MCP server.

PostgreSQL CRUD

Enables Large Language Models to interact with PostgreSQL databases for CRUD operations and advanced querying via the Model Context Protocol.

Time & Location

Provides automated time and location information to AI models and applications by detecting system timezone and using IP-based geolocation.

Custom Context Server

Provides an MCP server environment for real-time event streaming and callable tools, designed to facilitate structured data processing for AI models.

Mews

Provides comprehensive access to the Mews hospitality platform API through a standardized Model Context Protocol interface.

DocServer

Provides advanced vector store operations, document search, and information retrieval through a Model Context Protocol (MCP) interface.

PDF RAG

Enables building Retrieval Augmented Generation (RAG) capabilities for PDF documents.

Terminal

Enables remote execution of shell commands and access to documentation via a Model Context Protocol server.

Catalyst Builder

Facilitates the creation and validation of AI-powered integrations for Claude and ChatGPT using simple YAML configurations.

Project Template

Establishes a foundational template for new MCP Server projects, featuring an example `hello_word_tool` for immediate testing.

Brainrot

Transforms coding sessions into an engaging experience by providing entertaining content while waiting for AI assistant responses.

Mpampa

Enables AI assistants to facilitate e-commerce purchases and product discovery through natural language conversations.

Braiins Insights

Connect AI coding assistants to real-time Bitcoin network analytics, offering hashrate statistics, mining profitability, and network difficulty trends via standardized MCP tools.

LLM Council

Obtain collective insights from multiple frontier LLMs simultaneously, featuring peer review and synthesis for complex queries.

Kubernetes Manager

Orchestrate and automate Kubernetes clusters by leveraging Model Context Protocol tools for seamless management of deployments, services, and configurations.

CTFtime

Provides an MCP server interface to the CTFtime API, allowing AI assistants to retrieve information on CTF events, teams, and rankings.