Developer Tools MCP Servers

Milvus

Provides a Model Context Protocol server for Milvus, managing comprehensive vector database operations with intelligent session-aware connection management.

Financial Data Provider

Provides real-time financial data and calculations through a set of APIs.

Lotus

Integrates Mistral and Gemini AI models into a modernized Model Context Protocol (MCP) for improved performance and functionality.

Chuk Design System

Define and export a universal design token system to multiple formats including Canva CSS, Remotion TypeScript, and python-pptx.

Windows Sandbox

Manages Windows Sandbox instances through the Model-View-Controller (MCP) protocol on Windows 11 24H2 and later.

Gemini Tool Agent

Enables the creation of tool-aware agents powered by Google's Gemini AI models for seamless integration of custom tools into conversational flows.

Vercel Adapter

Enables real-time communication between applications and AI models by providing a Vercel adapter for the Model Context Protocol.

Coding Todo

Manage a coding project's todo list with this MCP server.

File Delete

Enables AI assistants to safely delete files using relative or absolute paths.

Server Specs

Defines the specification and protocol schema for the Model Context Protocol.

Time

Offers a suite of time-related functions through a Model Context Protocol server, accessible by LLMs.

Snowflake Cortex AI

Integrates Snowflake Cortex AI features, including search, analyst, and agent capabilities, into the Model Context Protocol ecosystem for AI clients.

Relay Protocol

Enables cross-chain bridging and token swapping operations via the Relay Protocol REST API.

Solana Launchpads

Provides daily activity and graduate metrics across multiple Solana launchpads.

Perceptor

Synchronizes conversational context between Claude Desktop and Claude Code using a shared GitHub repository.

Spotify

Enables interaction with Spotify services through large language models (LLMs), providing comprehensive control over music playback, search, and playlist management.

ClaudeJupy

Execute Python code with persistent state and manage Jupyter notebooks directly within Claude AI conversations.

MindMesh

Orchestrates a swarm of specialized Claude 3.7 Sonnet instances to generate optimally coherent responses through ensemble intelligence.

Node.js

Provides a foundational template for building Model Context Protocol (MCP) servers with Node.js.

Travel Impact Model

Calculates life-cycle greenhouse gas emissions from flights using the Google Travel Impact Model API.