Developer Tools MCP Servers

File Finder

Locates files within a specified directory based on a given path fragment.

Memory Server

Provides intelligent memory management capabilities using Qdrant vector database for semantic search and storage.

Mixpanel

Enables AI assistants to access and analyze Mixpanel analytics data comprehensively.

Stdio Example

Implements a simple Model Context Protocol (MCP) server over stdio.

Claude Plan Review

Facilitates human review of AI-generated plans using a web-based interface designed to mimic a merge request experience.

Sentra

Provides a minimal FastAPI service exposing discoverable tools with execution capabilities for integration in local, Docker, or VPS environments.

Nova Scraper

Dynamically connects AI agents to a vast array of automation and scraping tools via the Model Context Protocol.

LangChain Documentation

Provides real-time access to comprehensive LangChain documentation, API references, and code examples through a FastAPI-based server.

Chainlink

Provides AI developers with seamless access to Chainlink's decentralized oracle network services across various blockchain ecosystems.

OnCrawl

Exposes OnCrawl's API to enable Claude Code and Desktop to perform deep technical SEO analysis.

ROOT Integration

Provides an MCP server for executing Python and C++ code within the CERN ROOT framework.

Weather AI Chatbot

Provides real-time weather information and forecasts via an AI-powered conversational interface, integrating OpenAI's GPT model with a Model Context Protocol server.

Gemini

Integrate Google's Gemini AI models with Claude through the Model Context Protocol.

AWS AgentCore

Provides comprehensive documentation and insights for AWS AgentCore to GenAI tools, enabling the development of production-ready AI agents.

Kaggle

Integrates Claude AI with the Kaggle API, enabling competition, dataset, and kernel operations directly through the AI interface.

Jira-GitLab

Integrates Jira and GitLab to enable AI agents to manage issues and branches across both platforms.

ROS2 Server

Enables AI tooling to seamlessly connect with ROS2 nodes, topics, and services using the Model Context Protocol over stdio.

Curated Axiom

Provides AI agents with simplified, structured access to curated Axiom log queries.

Discord Chat

Manages and summarizes notes within a Model Context Protocol (MCP) server environment.

Code WCAG A11y

Analyzes code files and modules to identify relevant WCAG Success Criteria for developers and QA teams.