Klerk-based plugin exposing app models via a standardized API with filtering, pagination, and command execution.

Proof-of-concept integration that combines Grafana monitoring with a containerized stack, sample metrics, and ready-made dashboards for rapid experimentation.

Graph-driven in-memory store for entities and relationships, enabling rapid context and relational reasoning across AI agents.

Weather MCP Server - 基于Model Context Protocol的天气数据服务

Wraps National Weather Service data into forecast and alerts tools with streaming and SSE options.

Lightweight Python implementation enabling modular model context sharing, secure token routing, and pluggable storage with flexible adapters.

Lightweight TMDB-powered watchlist manager with FastAPI, SQLite, and JSON-RPC interface for movie and TV data.

Blueprint for AI-integrated JHipster applications enabling automatic context generation, intelligent prompts, and customizable workflows with pluggable AI backends.

Monitors TLS certificate expiry across sites with lightweight polling, alert hooks, and seamless automation workflow integration.

Model Context Protocol (MCP) サーバーとローカル LLM を連携させるデモ

Automates context-aware ALT text generation from images using a decision-tree guided by ARIA guidelines, with a trust score.

A multi-LLM astronomy assistant leveraging protocol-based integration with NASA APIs, SIMBAD, and exoplanet archives, delivering real-time data and intelligent tool orchestration for researchers and educators.

A lightweight MCP-enabled Twitter automation tool that posts tweets and fetches user tweets.

Unified access to NY Fed markets data: reference rates, SOMA holdings, and operations via a protocol-driven interface.

Learn to auto-expose FastAPI endpoints as MCP tools with zero-config, preserving schema and docs for seamless agent integration.

Simple example showcasing mounting a Model Context Protocol into a FastAPI app with Dockerized setup and a sample client.

Scalable OpenAPI endpoint discovery using in-memory semantic search and instant endpoint docs for Claude integration.

Weather alerts and forecasts for US locations via the National Weather Service API, with Claude Desktop integration for seamless desktop hosting.

Modular bridge linking LLMs with business systems, enabling natural-language operations and tool-driven actions with real-time monitoring.

Memory-focused Mem0 extension with per-user contexts, dual transports, YAML-driven config, and easy NPX/Docker deployment.

Real-time Pump.fun tokens and market analytics with discovery, holders, and trading insights on Solana.

Secure, context-aware access to ufile.ca for income tax returns with structured data retrieval and automated workflow integration.

Prototype enabling context vector extraction, dynamic AI orchestration via OpenAI API, provenance routing, and an EDS simulation within a FastAPI service.

Real-time Jupyter integration enabling live code execution, image extraction, and notebook management with strong security and robust error handling.