Python-first toolkit for presenting and demoing model context across AI workflows with cross-language samples and ready-to-run demonstrations.

Intelligent routing system that selects specialized AI models per query, boosting efficiency, cost-effectiveness, and accuracy through context-aware orchestration.

model context protocol

ModelContextProtocol

Python-based context tool with a browser-use component, offering customizable logging redirection to stderr for seamless browser integration.

Unified server enabling dynamic context handling and memory routing with privacy-aware envelopes for multi-agent interactions.

Malaysia prayer times using JAKIM data with city, zone, and coordinates support.

Chat-friendly discovery of NIH-funded projects and publications with granular filters and rich abstracts.

Connects Fledge data to Cursor AI via JSON-RPC over WebSocket with data access, streaming, UI generation, and secure API authentication.

Model Context Protocol documentation server for LangGraph and MCP.

Enables Claude and AI agents to send and track Aligo SMS via API key with Smithery install and standardized access.

Analyzes Strava workouts to deliver personalized training recommendations with automatic token management and safe API rate control.

TypeScript-based integrator exposing Strateegia projects and labs to AI assistants, enabling quick discovery and detailed insights.

A multi-LLM orchestration with MCP-powered dynamic tool discovery, memory, and multi-interface access.

Desktop Claude integration with local context management and streamlined prompts.

Modular, privacy-preserving workflow enabling context-aware collaboration for AI models with secure orchestration.

model_context_protocol

Dockerized MCP server enabling modular context sources with readme-driven registration and Python SDK integration.

Extensible integration offering weather and time utilities with Claude Desktop support for interactive, timezone-aware conversations.

Wise API powered gateway enabling multi-user transfers, balances, invoices, and recipients with secure DIDComm deployment.

Claude-compatible toolset exposing 48 SAP Ariba APIs via FastMCP, enabling natural-language access to procurement, sourcing, supplier management, catalogs, and contracts.

AI-friendly Smartsheet data engine enabling detailed sheet access, history, backups, webhooks, and cross-sheet operations.

Newline MCP server

a simple python mcp server for the sake of it