Enables LLMs to safely query local databases, manage DDEV projects, and run development commands with automatic DB type detection and a whitelist-first security model.

Go-based implementation enabling scalable configuration and alert data synchronization for Alertmanager via Model Context Protocol.

Load-on-demand context modules, on-memory lifecycle, vector-based matching, and real-time health checks for scalable task orchestration.

AI-Driven Automation for iOS: Leveraging GitHub Copilot Agent Mode and MCP Servers

an open-source web application for exploring and visualizing the MCP Servers

Google Search MCP

Local Drupal knowledge tool combining file indexing, Drush queries, and Drupal.org insights in a safe, read-only AI context with CSV exports.

Educational demo with stdio and HTTP transports, separate server/client, focusing on MCP tool discovery, calls, and error handling.

Ruby gem implementing OAuth 2.1-based authentication for MCP endpoints in Rails, featuring PKCE, token rotation, discovery endpoints, and dynamic client registration.

Go-based bridge enabling Claude to launch and monitor OctoPerf performance tests via a secure, API-driven workflow.

Cloudflare Workers-based web crawler with AI-powered link relevance and GitHub OAuth, enabling remote tool access.

Porto Alegre transit data hub providing bus stops, routes, and real-time updates with Redis caching and streaming for fast client access.

MCP server enabling AI agents to push Telegram messages with media, rich formatting, and robust Telegram API handling.

Official ASP.NET Core extension enabling MCP client and server with HTTP transport and assembly-based tooling, optimized for seamless LLM context integration.

Temporal-aware AI tooling delivering time operations, context, and multi-transport integrations for AI workflows.

Build persistent AI tools on ICP with a modular MCP toolkit enabling global deployment and secure memory.

AI-optimized Screeps data integration with comprehensive API access, rate-limit awareness, and type-safe tooling for AI development.

Dynamic MCP server toolkit with runtime tool updates, prompts, and middleware over HTTP or stdio.

Specialized NBA stats provider delivering layered, depth-rich player analytics from basketball-reference data across 23 tools.

Asynchronous Python tool exposing Azure Blob Storage operations with identity-based auth and AI-assisted workflows for seamless storage management.

X integration enabling posting, searching, profile control, and list management with Claude.

Rails-driven tool endpoints with resources, generators, and built-in auth for seamless AI integrations.

Fetches Connpass user profiles, group memberships, and event participation via a modular MCP with multi-runtime deployment.

Cross-account monitoring with automatic Jira ticketing and remediation guidance across EC2, Lambda, RDS, Bedrock, and more.