Results for “architecture”

Extends Model Context Protocol (MCP) to local LLMs via Ollama, enabling Claude-like tool use (files, web, email, GitHub,

Open-source AI assistant ecosystem with MCP integrations, multimodal workflows, IoT support, and cross-platform voice in

One memory. Every AI tool. Yours to keep. Local-first, MCP-compatible, Apache 2.0.

Cognitive memory for AI agents. Pure Rust, <1ms recall, 2.7MB, zero cloud. Patent Pending.

Vault-native, accountable memory for Claude Code and MCP clients. Markdown is the source of truth, no LLM on the Stop pa

A Retrieval-Augmented Generation (RAG) system that leverages Google's Agent Development Kit (ADK) and Qdrant vector data

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

Project-scoped Qdrant MCP server for workspace collections with scratchbook functionality. Python port of claude-qdrant-

Always-on context for AI agents: screen capture, OCR, voice, MCP server. Local-first, AGPL-3.0.

A Claude Code plugin that gives Claude persistent memory across sessions — stores lessons and decisions as markdown in y

SQLite-backed MCP Memory Server with WAL concurrent safety, FTS5 search, session tracking, task management, and cross-ma

Persistent AI memory with hybrid search and embedded sync. Open, free, unlimited.

This repository provides a working, deployable, open source-based, serverless MCP server blueprint with an AWS Lambda fu

Benchmarked agent execution runtime for Python. Sub-10ms cold starts, real-time streaming, time-travel debugging, and se

Unofficial. Splunk MCP server. Implemented in Python and TypeScript/JS. Runs searches, queries Splunk, and outputs data

Multi-provider web search broker for AI agents. 14 providers, budget-aware routing, content extraction — one API.

A comprehensive async Python library for TickTick with MCP support.

Zero-trust Python FastMCP intelligence core for The Undesirables Ecosystem. Enables 100% local, offline AI agent tool-ca

Live context engine for AI assistants — resolve-before-context, session waypoints, and tool-selection intelligence for H

A MCP (Model Context Protocol) server for PowerPoint manipulation using python-pptx. This server provides tools for crea

Context infrastructure for AI-assisted development — on-demand Obsidian vault access via MCP

Open-source MCP Server for web search, content extraction, library docs & multimodal analysis.

Outcome-based persistent memory MCP server for Claude Code and OpenCode. Good advice promoted, bad advice demoted. pip i

Unreal Engine Vibe Coding tool

🎵 Production-ready MCP server for music analysis & generation | FastMCP • music21 • OAuth2 • Docker | First music21 MCP

A Model Context Protocol (MCP) server that implements the Zettelkasten knowledge management methodology, allowing you to

A lightweight, rollbackable, and visual Long-Term Memory Server for MCP Agents. Say goodbye to Vector RAG and amnesia. E

Open-source deep research MCP. Qwen3-30B-A3B-Thinking via OpenRouter, cited web synthesis for Claude Code, Codex, Cursor

Windows Remote MCP Server — 40+ tools for desktop automation, process management, file operations via FastMCP

Durable hybrid memory for AI agents: vector + BM25 + temporal + graph recall, exposed through MCP, HTTP, and Python.

Open source implementation and extension of Google Research’s PaperBanana for automated academic figures, diagrams, and

Autonomous agent for Kubernetes incident detection, diagnosis, and mitigation using LLMs and modular workflows. Integrat

Model eXecution + Context Protocol: Enterprise-Grade Data-to-AI Infrastructure

A macOS Model Context Protocol (MCP) server that acts as the central nervous system for your AI agent. Bridges Calendar,

MCP server for Mendeley reference manager - search, retrieve, and manage your academic library from Claude and other MCP

Zero-config MCP server for searchable documentation (SQLite default, PostgreSQL optional)

The living armor an AI agent inhabits: eternal devouring, eternal evolution, eternal amplification.

VTK is all you need. AI-Ready VTK visualization for science and engineering.

Fast Python web crawler for RAG and AI ingestion. Extracts clean Markdown from any site for LLMs and vector stores.

Google Workspace MCP that actually writes. 28 tools across Docs/Slides/Sheets/Drive — markdown-to-Docs, smart chips, dat

A multi-step LangChain v1 sales-conversation agent that uses the Azure OpenAI Responses API, an MCP server with Postgres

MCP server to automate SolidWorks using Claude AI — 22 tools for parts, sketches & features

Google Maps MCP Server: Connect AI Agents to Places, Directions, Geocoding & Roads APIs. Deployed on Kubernetes.

An autonomous agent that conducts deep research on any data using any LLM providers

Ask your AI anything about your WHOOP data

MCP server for the Sovereign AI Blog: Search, retrieve, and diagnose tools for self-hosted AI on NVIDIA DGX Spark.