Developer Tools MCP Servers

VikingDB

Provides a Model Context Protocol (MCP) server to interact with a VikingDB instance for storing and searching information.

Filesys

Provides filesystem operations with controlled access to specified directories via a secure Model Context Protocol (MCP) server.

Elastic Semantic Search

Enables semantic search of Elasticsearch documents, specifically tailored for Search Labs blog posts.

Gemini

Integrates Google's Gemini model with Claude using the Model Context Protocol (MCP).

Weather Sample

Integrates weather API services with multiple AI models, demonstrating a complete Model Context Protocol (MCP) client-server architecture.

M5 StamPLC

Establishes a Model Context Protocol (MCP) server on M5 StamPLC hardware to enable interaction with AI models and agentic workflows.

Kagi

Integrates Kagi's powerful search, summarization, and AI assistant capabilities into external applications via a Node.js server.

POEditor

Manages localization content by interacting with the POEditor translation API.

Drupal Scout

Analyzes Drupal installations, discovers modules, and offers intelligent recommendations by combining static file analysis, live database queries via Drush, and drupal.org ecosystem insights.

QA Autopilot

Automates the generation of Jira/Xray test cases by integrating Jira knowledge with Google Gemini's AI capabilities.

QuestDB

Integrates QuestDB with AI assistants by providing a Model Context Protocol server for high-performance time-series data interaction.

MCP Bridge

Consolidates multiple Model Context Protocol (MCP) servers behind a single, intelligent interface to drastically reduce context window usage for AI agents.

Bundles Hub

Connect AI assistants to real-world tools by aggregating multiple service integrations into unified, manageable bundles accessible via a single endpoint.

Skill Router

Provides AI agents with on-demand access to specialized skills through semantic matching, optimizing LLM context usage.

DMCP

Facilitates semantic, query-driven discovery of tools for the Model Context Protocol, using vector search to resolve the challenge of managing numerous available tools.

NLP Database

Connects large language models to SQL databases securely, enabling natural language querying and schema exploration for AI agents.

MindForge

Provides a comprehensive AI toolkit for Claude Code, integrating multi-language agents, reusable skills, and Model Context Protocol (MCP) services to enhance development workflows.

Agent Memory

Provides AI agents with high-performance, self-evolving long-term memory and knowledge management capabilities.

SSH

Facilitates secure command execution and file management on remote servers using SSH and SFTP.

Pro Extended

Connects WordPress Pro Theme and Cornerstone page builder to AI assistants via an MCP Server for programmatic layout management.