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

Demonstrates a minimal, context-aware protocol with tool integrations and real-time communication.

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.

eBPF-powered observer logs execve events to MongoDB and enables LLM-driven analysis of command histories.

A Bun LLM Chat Framework: Model Context Protocol for Anthropic, OpenAI, and Ollama

Ingests CPU benchmarks, scores and visualizes rankings within MCP inspector workflows for streamlined deployment decisions.

Integrates web search and crawling to enrich MCP workflows with external data.

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 (MCP) research for PIAIC Student Team 2 Boys Batch 61 Morning

REST-driven file search on local drives with C# tooling, fast run, and JSON results showcase.

Lightweight local file discovery with fragment-based search and metadata responses for AI workflows.

Reference JavaScript implementation enabling standardized tool calls, task sequencing, and external data access for AI agents.

model_context_protocol

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

learning the model context protocol

model context protocol demo

AI monitoring tool for multiclass models focusing on data drift, data integrity, PSI tracking, and human-in-the-loop feedback.

Java-based implementation of the Model Context Protocol with OAuth support to define and manage Meeds tool metadata via a dedicated API.

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