MCP2.5

A scalable Python-based platform for cross-model context sharing and dynamic prompt optimization across heterogeneous AI models.

Java-based MCP server that imports GPT-derived context into a unified model context workflow, enabling seamless cross-model sharing.

MCP 2.0.5

mcpnuevo

Lightweight Python module for dynamic context handling and model interactions via modular adapters and efficient runtime.

MCPPDLL

mcp 2.0

Lightweight Python implementation offering modular plugins, efficient context handling, and extensible tooling for seamless AI workflow orchestration.

Python-based tool that discovers, catalogs, and exports context endpoints with version awareness for automated workflows.

Java-based tool to assemble blocks for Model Context Protocol workflows, enabling structured, reusable context construction.

Python toolkit to streamline MCP integrations with reusable context blocks, adapters, and testing utilities for reliable, scalable deployments.

MCPROJECT

Audio MCP Server

A Python development toolbox offering file operations, code analysis, virtual environment management, and safe code execution via a unified interface.

Mirror of https://github.com/TimHolden/figma-mcp-server

A Model Context Protocol implementation for translating the Ainu language

German-language agent example showcasing tool provisioning via web and Wikipedia search plus daytime lookup.

Vendor-agnostic Python client enabling standardized prompts, structured responses, and chain-of-thought reasoning across multiple LLM backends.

Custom MCP servers

ClickUp MCP Server - Integrate ClickUp tasks with AI through Model Context Protocol

dwg mcp demo

wmata_mcp

Extended MCP server for Ableton Live integration with enhanced features