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SAP Smart Supply GenAI Automation (by BhaweshSinha)

AI-powered supply chain intelligence and automation platform with forecasting, inventory optimization, Retrieval-Augmented Generation (RAG), AI Copilot, workflow automation, vector search, and MLOps deployment.

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Ai Agent Pipeline (by salems-3Dpov)

🐙 AI Agent Pipeline routes queries by intent to docs, weather, or chat, with LangGraph, ChromaDB, and LangSmith for modular, observable workflows across CLI and UI.

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Docker Android (by budtmo)

Android in docker solution with noVNC supported, video recording and mcp server

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Mcp Server (by evehypoglycaemic255)

Power MCP servers for persistent memory, project tracking, and token-efficient AI workflows with a plugin-based MCP architecture

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Fino (by tophole-alphabetizer167)

Track personal finances locally with AI, connect bank accounts, analyze spending, and chat with Claude while keeping data on your machine

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Clawops (by dfridkin)

Deploy and operate self-hosted OpenClaw on AWS, GCP, Azure or your own VM, from the command line or from your agent. A CLI and an MCP server over one implementation, with reviewable deploy plans, day-two operations, hardening, and private Tailscale networking.

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Rag Eval Pipeline (by zenith19)

Retrieval-augmented QA over a PDF corpus, built around a from-scratch recall@k / hit-rate@k / MRR evaluation harness — exposed as MCP tools and orchestrated as a LangGraph agent (Qdrant, FastAPI, AWS S3 + Bedrock).

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Drift (by miguelito0204)

Build AI-native code with Drift, a simple language that transpiles to Python and integrates AI as a core primitive without extra setup.

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Markapatent Mcp (by Andrianagnostic63)

Provide programmatic access to TÜRKPATENT’s trademark, patent, and design databases through a standardized MCP server for IP research tools.

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Hybrid Orchestrator (by Anonymousforareason111)

🤖 Implement hybrid human-AI orchestration patterns in Python to coordinate agents, manage sessions, and enable smooth AI-human handoffs.

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MCP X Web (by MAKEITFREE)

🤖 Develop enterprise AI agents with integrated tools for chat, video, image editing, and secure multi-tenant workflows.

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Fluent Mcp Servers (by Dominotypist3077)

Connect AI agents to the Fluent WordPress ecosystem using standardized MCP servers for CRM, support, boards, community, and affiliate management.

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Awesome Mcp Korea (by avinash1441)

Curate and access MCP servers and tools tailored for Korea’s legal, commerce, public data, finance, and real estate sectors.

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Mcp Remnawave (by moksharth77)

Provide LLM clients with tools to fully manage Remnawave VPN panels using MCP Server for user, node, and system control.

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Memrain (by timurgaleev)

Self-hosted memory for your AI agents: hybrid vector + keyword + entity-graph search over your notes and code, with cited sources, served over MCP to Claude Code, Cursor and Codex. Runs in your own AWS account with team access controls, per-caller spend caps and zero telemetry. M

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Prompt Engineering (by shing1211)

Agentic-AI prompts for financial trading systems, Go backends, and AWS infrastructure. 38 prompts, 7 broker SDKs, MIT licensed.

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Amazon Sorftime Research MCP Skill (by asl4)

Analyze Amazon listings and categories using Sorftime MCP to deliver detailed competitor insights and automated product selection.

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Terraform Guardrail (by imnumb1)

🔒 Enhance Terraform governance with a Python-based MCP server and CLI, ensuring faster workflows and stronger compliance for safer infrastructure deployments.

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Sandy (by jamestelfer)

Sandboxed TypeScript runtime for AI coding agents to query AWS — full SDK access with in-sandbox aggregation, credentials flow via IMDS and never enter the VM. Ships as a Claude Code plugin (MCP) and a standalone CLI, backed by Shuru microVMs or Docker.

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Infrawise (by Sidd27)

MCP server for AWS infrastructure analysis — DynamoDB, Lambda, SQS, SNS, S3, API Gateway, PostgreSQL, MySQL, MongoDB, Kafka & IaC drift. Works with Claude Code, Cursor, and GitHub Copilot.

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Thesvg (by glincker)

The open SVG brand library: 7,600+ brand logos and cloud icons (AWS, Azure, GCP) as official SVG. Search, copy, ship via npm, CDN, CLI, React, Vue, Svelte, Figma, VS Code, Raycast and MCP. Free, MIT, no gatekeeping.

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Mcp (by awslabs)

Open source MCP Servers for AWS