MCP Servers

mcp-server-ssh-rails-runner

tadasant7

Secure SSH-based MCP server for remote Rails console command execution.

Run Rails console commands remotely over SSH

Perform safe read-only queries on deployed Rails apps

dap_mcp

KashunCheng7

MCP server integrating Debug Adapter Protocol for enhanced debugging workflows.

Manage Debug Adapter Protocol sessions via MCP

Set, list, and remove breakpoints programmatically

gmail-mcp-server

ajbr0wn7

Gmail MCP server enabling secure Gmail inbox access, search, and integration for AI clients via OAuth2.

Access recent Gmail emails securely via MCP

Search Gmail inbox using Gmail search syntax

BI-Chart-MCP-Server

c-cf7

MCP server enabling AI-driven data transformation and BI chart generation via natural language.

Connect AI assistants to diverse data sources for analysis

Transform raw data into structured formats for visualization

arrakis-mcp-server

abshkbh7

MCP server exposing Arrakis VM sandbox functionality to LLMs for secure execution.

Expose Arrakis VM sandbox controls to LLMs for secure code execution

List and retrieve detailed information about available virtual machines

mcp-ethers-server

crazyrabbitLTC7

MCP server providing comprehensive Ethereum wallet and blockchain interaction via ethers.js v6 for seamless LLM integration.

Manage Ethereum wallets within AI applications

Create and send Ethereum transactions programmatically

mcp-server-neurolora-p

aindreyway7

MCP server for comprehensive code collection, analysis, and documentation with multi-language support and markdown output.

Collect code from entire software projects

Generate markdown documentation with syntax highlighting

condamcp

jnoller7

condamcp is an MCP server enabling natural language control of conda environments and package management.

Manage conda environments via natural language commands

Automate package building and debugging workflows

gemini-mcp-server

georgejeffers7

TypeScript MCP server integrating Google's Gemini Pro model for Claude Desktop.

Integrate Gemini Pro model into Claude Desktop app workflows

Enable real-time context feeding to Gemini model via MCP

sample-building-mcp-servers-with-rust

aws-samples7

Rust-based sample MCP servers for AWS and database integrations with AI assistants.

Perform basic arithmetic operations via AI assistant

Manage Amazon RDS instances through MCP server

morphik-mcp

morphik-org7

MCP server enabling AI interaction with Morphik multi-modal database system.

Ingest text and files into Morphik database via AI assistants

Retrieve relevant documents from Morphik based on natural language queries

simple-bedrock-chatbot

jesamkim7

Simple Bedrock Chatbot leverages Amazon Bedrock and Claude 3.7 Sonnet with MCP for advanced Korean Q&A and real-time document interaction.

Build Korean language Q&A chatbots with document support

Enable real-time streaming AI responses in chat applications

awesome-daydreams

wayzeek7

Curated server listing awesome Daydreams resources, libraries, and tools.

Discover curated Daydreams development libraries and tools

Access up-to-date Daydreams resources for project integration

django-mcp

hyperb1iss7

Expose Django models and admin functions to AI assistants via MCP.

Expose Django ORM models to AI assistants for real-time data queries

Enable AI-driven admin actions within Django admin interface

goose_mcp

Jay42427

MCP server integration for Goose enabling custom extension support.

Integrate MCP servers into Goose for enhanced LLM context handling

Run custom MCP extensions within Goose environments