Secure, browser-based Snowflake access with schema discovery, query execution, and detailed metadata, designed for Claude Desktop integrations.

Production-grade, feature-rich data platform delivering AI-powered analytics and robust MongoDB operations with secure access.

TypeScript-driven prompt refinement with context history and plugin-based transformations to improve precision, safety, and reuse.

Java-based toolkit delivering scalable performance tests, load benchmarks, results analysis, and cost monitoring for Discovery Intech integrations.

Platform delivering GitHub automation, OAuth-based access, real-time messaging, dynamic tool execution, and Dockerized deployment for seamless model-context workflows.

Unified PyMOL-based visualization with two workflows for detailed residue analysis and multi-component protein complexes, delivering publication-ready imagery.

Ollama-based local AI integration enabling dynamic tool use, real-time data access, and configuration-driven orchestration.

Hands-on, coffee-themed tool integration framework with AI agents, built from scratch in TypeScript.

Dual-mode platform delivering interactive web snippets and protocol-enabled automation with structured, self-contained integrations.

Real-time Dota 2 data access with hero stats, match details, matchup insights, and item popularity via OpenDota for rapid, demo-ready experimentation.

Integrates Ollama models with Model Context Protocol to enable local AI chat, file operations, and secure ZeroTier remote access—emphasizing offline-first privacy and simple protocol integration.

Proxies multiple LSP backends with automatic routing, language-aware workspace detection, and async operations, enabling AI assistants to access diverse code intelligence through a single proxy.

A secure, type-safe MCP server enabling 19 Jira data tools for Server/Data Center with PAT authentication.

An MCP (Model Context Protocol) that calculating music interval and finding key of provided for LLMs.

Converts PDF pages to high-quality JPEGs and exposes metadata via concise, accessible endpoints for seamless integration.

Matrix-friendly, SSE-driven local interface for watsonx.ai with Matrix CLI integration and env-based setup.

Unity-friendly asset suite powered by Scenario.gg AI, delivering 10 specialized tools and seamless asset management with cross-platform, optimized imports.

A Java-based CLI chatbot that blends multiple LLMs with tool integration, enabling real-world actions and on-the-fly provider switching.

Dockerized, AWS-ready template enabling local or EC2 deployment with isolated Python tool execution and S3 mounting.

Lightweight Python example implementing core MCP concepts with two practical tools and a greeting resource. Designed for rapid prototyping and learning, it emphasizes straightforward setup, clean code, and an extensible structure, while enabling developers to experiment with inspector tooling, CLI workflows, and IDE integrations.

LLM-enabled interface for Bitbucket to manage repositories, PRs, branches, and code search with deep repository insights.

Modular tool-rich framework with persistent tickets, orders, and policy integration for AI-powered customer support copilots.

Real-time weather data powered by live APIs with multi-city support and robust MCP tool integration.

Type-safe, fluent RPC builder with built-in validation and contextual authentication for hierarchical tools.