A unified Model Context Protocol Server for all of SF Transit

Model Context Protocol-based knowledge graph memory enabling structured, graph-based relationships, persistent context, and queryable AI knowledge.

Connects n8n automation with external clients, enabling discovery, activation, execution, and real-time monitoring.

Lightweight test harness demonstrating math tools, resources, and prompts with Claude Desktop pre-processing for seamless integration.

Headed Chrome browser automation with remote support, resilient Chromium handling, and dev-container readiness for AI-driven web tasks.

GraphQL integration with schema introspection and configurable endpoints, enabling selective mutations and custom headers for LLM workflows.

A Redis-focused integration layer offering rich Redis commands, TLS support, and ready health endpoints for seamless data operations.

Bridge between lazygit and AI assistants via MCP; sends diff comments in real time with zero-copy workflow.

Bitcoin-focused data hub offering blockchain queries, network insights, address analytics, and market data through modular tools.

An MCP-powered AI agent that scrapes company news, analyzes sentiment and topics with GPT-4o, and renders dynamic charts via AntV.

SQLite-backed offline-first storage for deterministic context memory and a simple API tailored for local context-aware workflows.

A Kanban board managed by Git and Model Context Protocol.

Real-time weather data access across multiple locations through a standardized interface.

An R-based MCP server enabling Claude Desktop to load, transform, and visualize large datasets using tidyverse, Arrow, and DuckDB.

This repo contains projects related to MCP(model context protocol)

Type-safe TypeScript scaffold with sample tools and extensible context-sharing designed for rapid development and experimentation.

Demonstrates sentiment analysis with a multi-tool agent using langgraph, featuring fast protocol communication and diverse transport options.

MCP (Model Context Protocol) related repository for personal app development

Deno-based secure context platform with a VS Code extension, multi-tool workflow, and container-ready deployment.

Model Context Protocol server architecture using Amazon Bedrock AgentCore Gateway

A repository demonstrating the power of Model Context Protocol (MCP)

In-memory macOS key code lookup with fuzzy search, aliasing, and shortcut parsing for AppleScript automation.

Lightweight sandbox for validating MCP feature sets with experiments, mocks, and telemetry to compare implementations.

Context-driven automation with filesystem-backed actions, reusable templates, and practical examples to streamline agent interactions and data workflows.