Developer Tools MCP Servers

Deepseek R1 Reasoner

Enables locally runnable technical agent systems by utilizing Deepseek R1 for reasoning and coupling it with a tool-calling model.

MySQL

Provides access to a MySQL database, allowing agents to execute SQL queries.

Webcrawl

Connects web crawler data and archives to AI language models using the Model Context Protocol.

Layered Code

Enables AI-assisted software development with context-aware coding using the Model Context Protocol (MCP).

BAMM

Interacts with Borrow Automated Market Maker (BAMM) contracts on the Fraxtal blockchain via a Model Context Protocol (MCP) server.

Fleur

Facilitates Fleur onboarding within the Claude AI platform.

Calendar Tools

Enables management of Google Calendar events through a Model Context Protocol (MCP) server.

Server Starter

Quickly sets up a Model Context Protocol (MCP) server with documentation tools and extensible architecture.

Scenario.com

Facilitates image generation from text prompts and background removal using the Scenario.com API through a Model Context Protocol (MCP) server.

Xiaozhi

Extends AI capabilities through remote control, calculations, email operations, and knowledge search by exposing tools to language models.

Lotus Wisdom

Facilitates structured problem-solving using a cognitive framework inspired by the Lotus Sutra.

Github Graphql Api

Enables AI assistants to efficiently retrieve GitHub data through GraphQL queries.

GraphMemory

Provides long-term, on-device "AI memory" for supported IDEs, powered by Kuzu GraphDB and exposed via an MCP-compliant server.

Rambling Thought Trail

Extends a sequential thinking environment.

Grey Hack

Provides a Model Context Protocol (MCP) server for Grey Hack game development, integrating with Cursor IDE for code search, transpilation, API validation, and script generation.

VictoriaMetrics

Enables seamless integration of VictoriaMetrics with Model Context Protocol (MCP) clients for enhanced monitoring, observability, and debugging.

Gemini

Enables the use of Google's Gemini AI models through Claude or other Model Context Protocol (MCP) clients.

Optimized Memory

Manages model context protocol operations with efficient memory usage, designed for integration with Claude Desktop.

Gitlab

Connects to a GitLab project and provides pipeline failure information and merge request details to AI assistants.

Markdown Sidecar

Serves and provides structured access to markdown documentation for NPM packages, Go Modules, or PyPi packages from an MCP server.