45 packages found
Run existing Model Context Protocol (MCP) stdio-based servers in AWS Lambda functions
Java SDK for interacting with the MCP Toolbox for Databases.
MCP server for interacting with SingleStore Management API and services
Demo of a customer service agent (Cymbal Air) using LangGraph, Tools, and RAG to interact with Google Cloud Databases vi
The official Ruby SDK for the Model Context Protocol.
The Apify MCP server enables your AI agents to extract data from social media, search engines, maps, e-commerce sites, o
Catalog of official Microsoft MCP (Model Context Protocol) server implementations for AI-powered data access and tool in
Open source MCP Servers for AWS
MCP server that integrates ABC User Feedback API to connect an AI Agent
This demonstration showcases an AI assistant designed for gas station pricing analysts.
Skills, MCP servers, Custom Agents, Agents.md for SDKs to ground Coding Agents
Index of all Model Context Protocol (MCP) clients and their capabilities
Developer-focused Mapbox MCP Server
Dart AI Model Context Protocol (MCP) server
Agent-native file search CLI for large local workspaces, ideal for managing memory, skill, codebase and knowledgebase.
A universal CLI client for MCP. mcpc supports persistent sessions, stdio/HTTP, OAuth 2.1, tasks, JSON output for code mo
🪢 Open source LLM engineering platform: LLM Observability, metrics, evals, prompt management, playground, datasets. Int
A Model Context Protocol (MCP) server that provides comprehensive customer sales database access for Zava Retail DIY Bus
A collection of notebooks/recipes showcasing some fun and effective ways of using Claude.
gcloud MCP server
Open Source Deep Research Alternative to Reason and Search on Private Data. Written in Python.
From a sample document to a running Milvus / Zilliz Cloud search app in minutes — an AI-guided scaffold delivered as a A
A persistent, unified memory layer for all your AI agents (e.g. Claude Code, Codex), backed by Markdown and Milvus.
Mapbox MCP Server for Documentation
Infrastructure as Code for MCP access management
The Power BI Modeling MCP Server, brings Power BI semantic modeling capabilities to your AI agents.
A curated collection of awesome MCP servers, published and monetized as Actors on Apify
Automated MCP server testing tool. Connects to Model Context Protocol servers, tests available tools using AI, and gener
Anthropic's Interactive Prompt Engineering Tutorial
An MCP Server for Gemini Cloud Assist; provides tools to assist with your tasks on GCP
[ICLR'25] OpenRCA: Can Large Language Models Locate the Root Cause of Software Failures?
Connect Supabase to your AI assistants
ElevenLabs Agent with Storefront MCP UI Server & MCP UI client
AI Agent Framework, the Pydantic way
The official PHP SDK for Model Context Protocol servers and clients. Maintained in collaboration with The PHP Foundation
Python toolkit for building graph-enhanced GenAI applications
Next.js Development for Coding Agent
A comprehensive set of samples of creating and using MCP servers and clients with .NET
Status: Experimental. This repository provides a reference for the tasks extensions to the MCP protocol, allowing for lo
OSCAL tools for AI agents
A Model Context Protocol (MCP) server seamlessly connecting AI Agents and AI coding tools with Zilliz Cloud https://zil
An open-source Digital Worker platform for reliable execution and continuous co-evolution.
SDK for Copilot Agent Engines