🚀 The fast, Pythonic way to build MCP servers and clients

Build effective agents using Model Context Protocol and simple workflow patterns

Agent Framework For Fintech and Banks

A Model Context Protocol (MCP) Gateway & Registry. Serves as a central management point for tools, resources, and prompts that can be accessed by MCP-compatible LLM applications. Converts REST API endpoints to MCP, composes virtual MCP servers with added security and observability, and converts between protocols (stdio, SSE, Streamable HTTP).

The Simple Agent Development Kit.

🔌 Plug-and-play library to enable agents to call MCP and UTCP tools via code execution.

On-premises conversational RAG with configurable containers

A Model Context Protocol (MCP) server that enables secure interaction with MySQL databases

Control Gmail, Google Calendar, Docs, Sheets, Slides, Chat, Forms, Tasks, Search & Drive with AI - Comprehensive Google Workspace / G Suite MCP Server

Universal MCP memory service with semantic search, multi-client support, and autonomous consolidation for Claude Desktop, VS Code, and 13+ AI applications

A middleware to provide an openAI compatible endpoint that can call MCP tools

Query MCP enables end-to-end management of Supabase via chat interface: read & write query executions, management API support, automatic migration versioning, access to logs and much more.

The best way to create, deploy, and share MCP Servers

A simple CLI to run LLM prompt and implement MCP client.

🚀 MassGen is an open-source multi-agent scaling system that runs in your terminal, autonomously orchestrating frontier models and agents to collaborate, reason, and produce high-quality results. | Join us on Discord: discord.massgen.ai

Official python implementation of UTCP. UTCP is an open standard that lets AI agents call any API directly, without extra middleware.

A MCP (Model Context Protocol) server for interacting with dbt.

A text-based user interface (TUI) client for interacting with MCP servers using Ollama. Features include agent mode, multi-server, dynamic model switching, streaming responses, tool management, human-in-the-loop, thinking mode, model parameters configuration, custom system prompt and saved preferences. Built for developers working with local LLMs.

BioMCP: Biomedical Model Context Protocol

A Model Context Protocol (MCP) server that provides tools for fetching and analyzing Reddit content.