Ross ROSS = Recommend OSS · open-source software intelligence for agents

function: mcp

1289 products, primary matches first, then adoption-weighted; health v2 shown.

ProductHealth v2StarsMaturity
TOM88812/xiaozhi-android-client
A Flutter-based cross-platform voice chat client for the xiaozhi AI assistant ecosystem, supporting real-time voice interaction and text co…
601574active
BAI-LAB/MemoryOS
MemoryOS is a Python library that provides an operating-system-inspired memory layer for personalized AI agents, using a hierarchical short…
611561active
VoidenHQ/voiden
Voiden is an offline, Git-native API workspace built with Electron and TypeScript that lets developers design, test, and document APIs in p…
861559active
ion-design/ditto.site
ditto.site is a hosted capture-to-code service that turns a public URL into a self-contained TypeScript app, emitting a deterministic Next.…
571558active
langwatch/better-agents
Better Agents is a CLI tool and a set of standards for scaffolding production-ready AI agent projects. It configures coding assistants like…
701553active
waybarrios/vllm-mlx
vllm-mlx is a vLLM-style LLM inference server for Apple Silicon Macs built on native MLX, exposing both OpenAI and Anthropic compatible API…
821547active
RTGS2017/NagaAgent
NagaAgent is a desktop AI personal assistant framework with an anime (Live2D) virtual character, built in Python with an Electron front end…
831544active
mex-memory/mex
mex is a TypeScript CLI that gives AI coding agents persistent, structured project memory: it maps the codebase into a deterministic code g…
811526active
BlackSnufkin/LitterBox
LitterBox is a self-hosted payload-analysis sandbox for red teams that runs static, dynamic, and EDR-based analysis on samples and produces…
621526active
CopilotKit/OpenGenerativeUI
An open-source framework and showcase for building generative UI, where an AI agent (CopilotKit + LangChain Deep Agents) generates interact…
531520active
haydenbleasel/files-sdk
Files SDK is a unified TypeScript storage SDK that provides one small API (ten methods) across 40+ object and blob storage providers includ…
801515active
Internet-Architecture-and-Security/PacketScope
PacketScope is an open-source, eBPF-based protocol stack analysis and debugging tool for server-side network observability and defense. It …
751507active
amicalhq/amical
Amical is an open-source, local-first AI dictation app for macOS and Windows that transcribes speech with Whisper and enhances it with LLMs…
841506active
akto-api-security/akto
Akto is an open-source API and AI security platform that discovers and inventories APIs, AI agents, MCP servers, and LLM usage, then contin…
941505active
shiwenwen/hope-agent
Hope Agent is a local-first, cross-device desktop AI assistant built with Rust and Tauri that features long-term memory, autonomous goal pu…
821501active
uber/ADR
ADR (Agentic AI Detection and Response) is an open-source enterprise security framework for AI agents, providing endpoint discovery of AI t…
681501active
Azure/data-api-builder
Data API builder (DAB) is an open-source, no-code engine that auto-generates secure REST and GraphQL endpoints (plus MCP tools) from your d…
921500active
ggml-org/llama.vscode
A VS Code extension providing local LLM-assisted text and code completion, AI chat, and agentic coding powered by llama.cpp. It supports au…
831490active
coder/agentapi
AgentAPI is a Go-based HTTP server that exposes a unified REST API for controlling terminal coding agents like Claude Code, Aider, Goose, G…
751489active
NPC-Worldwide/npcpy
npcpy is a Python library providing primitives for building applications with multimodal LLMs, agentic AI, and knowledge graphs. It support…
851480active
borawong/AiMaMi
AiMaMi is a native desktop companion app for OpenAI Codex built with Tauri 2, React, and Rust. It consolidates Codex account switching, quo…
781477active
datalevin/datalevin
Datalevin is a durable Datalog database built on LMDB that unifies relational, graph, document, key-value, full-text, and vector search in …
981470active
fynnfluegge/agtx
agtx is a terminal-native agent development environment that acts as a kanban-style blackboard for AI coding agents like Claude Code, Codex…
821462active
nixopus/nixopus
Nixopus is an open-source deployment platform with an autonomous AI agent that deploys, monitors, and heals applications. It can be self-ho…
701458active
deepentropy/tvscreener
An unofficial Python library wrapping TradingView's Screener API to query stocks, crypto, forex, bonds, futures, and coins, returning resul…
841456active
siddsachar/row-bot
Row-Bot is a local-first desktop AI assistant and workbench that combines chat, durable memory, a personal knowledge graph, tool use, paren…
811455active
Open-Source-Legal/OpenContracts
OpenContracts is a self-hosted, MIT-licensed document intelligence platform that turns document repositories into a programmable citation g…
941451active
vitalops/openvibe
Openvibe is a Python implementation of opencode, an open-source AI coding agent that runs terminal commands, edits files, and executes agen…
611450active
qwersyk/Newelle
Newelle is a GTK4/GNOME virtual assistant application for Linux that connects to local (Ollama, Llama.cpp) and cloud LLM providers. It supp…
961449active
orangecoding/fredy
Fredy is a self-hosted Node.js application that continuously scrapes European real estate portals like ImmoScout24, Immowelt, Kleinanzeigen…
951444active
myshell-ai/AIlice
AIlice is a fully autonomous, general-purpose AI agent built on open-source LLMs, designed as a JARVIS-like standalone assistant. It uses a…
341412active
Prismer-AI/PrismerCloud
Prismer Cloud is a hosted/self-hostable knowledge infrastructure platform for AI agents, providing context fetching and compression, docume…
731409active
openchoreo/openchoreo
OpenChoreo is an open-source internal developer platform (IDP) for Kubernetes that bundles platform abstractions, a Backstage-powered devel…
871404active
superloglabs/superlog
Superlog is an open-source agentic observability platform that ingests OpenTelemetry traces, logs, and metrics, groups noisy error signals …
581402active
inkeep/agents
Inkeep Agents is an open-source platform for building AI chat assistants and multi-agent workflows using either a no-code drag-and-drop Vis…
731390active
lyra81604/zhengxi-views
A traceable AI agent skill packaging the complete public statements of E Fund fund manager Zheng Xi (2012–2026 quarterly reports, notes, me…
551390active
0xsline/OpenChatCut
OpenChatCut is an open-source, local-first desktop AI video editor with a professional multi-track timeline that AI agents (built-in, Codex…
801388active
Vizards/deepseek-v4-for-copilot
A VS Code extension that adds DeepSeek V4 Flash, Pro, and Flash Vision Exp models to the GitHub Copilot Chat model picker. It lets develope…
811377active
AtomicBot-ai/Atomic-Chat
Atomic Chat is an open-source desktop and mobile application with a built-in inference engine for running open-weight LLMs fully locally an…
811374active
egoist/chatwise-releases
ChatWise is a fast, privacy-friendly desktop AI chatbot client that connects to multiple LLM providers (OpenAI, Anthropic, Google, Groq, Ol…
721369active
cloudposse/atmos
Atmos is an open-source CLI runtime for infrastructure that orchestrates Terraform, OpenTofu, Kubernetes, Helm, and containers through decl…
951362active
moyangzhan/langchain4j-aideepin
LangChain4j-AIDeepin is an open-source, self-hostable AI application platform built on Spring Boot, LangChain4j, and LangGraph4j with Vue 3…
911361active
Stonewuu/ai-fusion-video
RongGuang (Fusion Video) is a self-hosted, agent-driven web platform for end-to-end AI creation of short dramas, motion comics, and videos,…
801354active
haydenbleasel/blume
Blume is an open-source, zero-config documentation framework built on Astro and Vite that turns a folder of Markdown/MDX files into a produ…
801352active
DEEIX-AI/DEEIX-Chat
DEEIX Chat is an open-source, self-hostable enterprise AI workspace that unifies access to multiple LLM providers behind one entry point, w…
801352active
poco-ai/poco-claw
Poco is a self-hostable AI agent execution platform that serves as a more polished alternative to OpenClaw, powered by a Claude Code-based …
781351active
dyoshikawa/rulesync
Rulesync is a Node.js CLI tool that generates configuration files for various AI coding assistants (Claude Code, Cursor, Copilot, Gemini CL…
811349active
AnalyseDeCircuit/oxideterm
OxideTerm is an open-source, local-first desktop workspace for remote server operations, combining SSH/Mosh/Telnet/Serial terminals, SFTP, …
781347active
morettt/my-neuro
An open-source AI desktop companion framework inspired by Neuro-sama, letting users build a customizable Live2D character with sub-second v…
841342active
unslop-xyz/noodles
Noodles is a Python CLI tool that builds function call graphs from codebases using tree-sitter AST parsing and renders them as interactive …
481341active
elie222/rakazo
Rakazo is an open-source, self-hosted platform for running persistent AI teammates (bots) that can use a browser, terminal, and desktop, re…
661339active
raroque/boop-agent
Boop is a self-hosted iMessage-based personal AI agent that runs on either a Claude Code subscription (via the Claude Agent SDK) or a Codex…
561339active
ClaudioDrews/memory-os
Memory OS is a seven-layer persistent memory system for the Hermes Agent, combining Qdrant vector search, structured facts with trust scori…
521338active
joey-zhou/xiaozhi-esp32-server-java
A Java enterprise-grade server and management platform for the Xiaozhi ESP32 AI voice assistant hardware, providing a full front-end/back-e…
691336active
chocoford/ExcalidrawZ
ExcalidrawZ is a native Excalidraw client for macOS, iPadOS, and iOS built with SwiftUI. It wraps the familiar Excalidraw canvas with nativ…
981332active
Team-Commonly/commonly
Commonly is an open-source, self-hostable workspace where humans and multiple AI agents (Claude Code, Codex, OpenClaw, or custom runtimes) …
861318active
spiculedata/saiku
Saiku is an open-source semantic layer and OLAP analytics server built on Mondrian and Apache Calcite, exposing one cube to Excel (MDX/XMLA…
981316active
getprobo/probo
Probo is an open-source, self-hostable governance, risk, and compliance (GRC) platform for engineering and security teams, covering risk ma…
841315active
cased/kit
kit is a Python toolkit for code intelligence and context engineering, providing codebase mapping, tree-sitter-based symbol extraction, gre…
571311active
run-bigpig/jcp
JCP (韭菜盘) is a cross-platform desktop application built with Wails, Go, and React that provides AI-driven analysis of Chinese A-share stock…
641310active
JailbrokenAI/wallbreaker
Wallbreaker is a Claude-Code-style terminal harness for red-teaming LLMs, driving an autonomous agent loop that runs jailbreak attacks (PAI…
571310active
apecloud/ApeRAG
ApeRAG is a production-ready RAG platform combining Graph RAG, vector search, and full-text search with AI agents and MCP support. It offer…
551306active
anypost/emailmd
emailmd is a TypeScript library and CLI that converts markdown into responsive, email-safe HTML (via MJML) that renders correctly across Gm…
821303active
BetterDB-inc/monitor
BetterDB Monitor is a self-hostable observability platform for Valkey and Redis that persists slowlogs, command history, client analytics, …
791299active
dohooo/helmor
Helmor is an open-source, local-first desktop workbench for orchestrating multiple AI coding agents in parallel, each in its own isolated g…
751295active
coinbase/agentkit
AgentKit is Coinbase Developer Platform's framework- and wallet-agnostic toolkit that gives AI agents a crypto wallet and the ability to pe…
681295active
yjl9903/AnimeGarden
AnimeGarden is a third-party mirror and aggregation site for 動漫花園 (dmhy) anime BT torrents, offering a web UI, open REST API, RSS feeds, an…
871294active
openclaw/imsg
A Swift CLI for macOS that reads, watches, and sends iMessage and SMS via Apple's Messages.app. It reads the local chat.db database directl…
821294active
TanStack/cli
The official TanStack CLI for scaffolding and managing TanStack Start and TanStack Router applications, with composable add-ons for auth, d…
811294active
fastclaw-ai/fastclaw
FastClaw is a lightweight AI agent runtime written in Go, distributed as a single binary. It acts as an agent factory that creates, manages…
751291active
Pinvou/pinvou-agent
Pinvou Agent is an open-source, local-first desktop AI agent workspace built with Rust and Tauri that combines chat, file operations, perso…
661289active
SmythOS/sre
SmythOS Runtime Environment (SRE) is an open-source, cloud-native runtime, SDK, and CLI for building and running production AI agents acros…
521289active
higress-group/himarket
HiMarket is an enterprise-grade AI open platform built on the Higress AI Gateway that lets organizations run a private AI capability market…
841276active
LangChat/langchat
LangChat is a Java-based enterprise AIGC platform for building AI knowledge bases, chatbots, and agent applications with multi-provider LLM…
461276active
wong2/weixin-agent-sdk
A TypeScript SDK that bridges any AI agent backend into WeChat via a simple Agent interface, with QR-code login and a message loop. It also…
501266active
slothflowlabs/duckle
Duckle is an open-source ETL/ELT platform built on DuckDB that you self-host on your own servers or cloud, with a visual no-code/low-code c…
811262active
OpenLiberty/open-liberty
Open Liberty is a lightweight, composable Java application server runtime for building cloud-native microservices with MicroProfile and Jak…
981259active
tigicion/dao-code
Dao Code is an open-source terminal-native AI coding agent written in TypeScript, targeting DeepSeek V4 with 1M context and Claude Code-com…
761254active
caliber-ai-org/ai-setup
Caliber is a Node.js CLI that generates, scores, and continuously syncs AI agent context files (CLAUDE.md, .cursor/rules/, AGENTS.md, copil…
741251active
mrwadams/attackgen
AttackGen is a Streamlit-based cybersecurity tool that uses large language models to generate tailored incident response testing scenarios …
951237active
conorluddy/ios-simulator-skill
A Claude Code skill (also installable as a plugin) providing 27 Python scripts for building, testing, and automating iOS apps via xcodebuil…
721233active
thetahealth/mirobody
Mirobody is an open-source, AI-native health data engine that collects readings from lab reports, wearables, and genomics, standardizes the…
841229active
RubberDuck-com/rubberduck-use-case-playground
A hands-on training playground for RubberDuck MCP, consisting of a local hub dashboard and a deliberately vulnerable restaurant demo app (R…
541224active
jieyefriic/rp-engine
A YAML-native agent workflow execution engine written in Rust that parses declarative workflow files describing nodes, edges, prompts, data…
511221active
marmelab/atomic-crm
Atomic CRM is a free, open-source, full-featured customer relationship management application built with React, shadcn/ui, and Supabase. It…
821217active
ZHangZHengEric/Sage
Sage is a Python-based multi-agent framework and platform for planning, executing, and delivering complex tasks with LLM-powered agents. It…
821213active
Taewan-P/gpt_mobile
GPT Mobile is an Android chat application that lets users talk to multiple LLM providers (OpenAI, Anthropic, Google Gemini, Groq, Ollama) s…
971209active
thClaws/thClaws
thClaws is an open-source AI agent harness written in native Rust that ships as a single binary offering a desktop GUI, CLI, headless, and …
771208active
AI-Builder-Club/skills
A Claude Code plugin marketplace distributing skills for building 'loop engineers' — autonomous agents that trigger themselves, do work, ve…
561206active
hexabot-ai/Hexabot
Hexabot is a self-hosted, fair-core AI workflow automation platform that combines YAML-defined agentic workflows, actions, memory, RAG, and…
651205active
TencentCloud/Octop
Octop is an open-source, self-hosted AI assistant built on a multi-agent, multi-user architecture that runs entirely on your own machine. I…
801203active
SalesforceAIResearch/enterprise-deep-research
Enterprise Deep Research (EDR) is a multi-agent deep research system from Salesforce AI Research that combines a master planning agent, spe…
561203active
modelscope/sirchmunk
Sirchmunk is an agentic, embedding-free search engine that turns raw files into a self-evolving knowledge base in real time, without vector…
831202active
coollabsio/jean
Jean is a local-first desktop application (built with Tauri, React, and Rust) that provides a unified workspace for managing multiple codin…
781201active
mem9-ai/mem9
mem9 is a persistent memory layer for AI agents, providing cross-session and cross-machine memory, shared memory for multi-agent workflows,…
591201active
GoogleCloudPlatform/vertex-ai-creative-studio
GenMedia Creative Studio is a web application showcasing Google Cloud's generative media APIs including Gemini Image (Nano Banana), Veo vid…
901199active
TrafficGuard/typedai
TypedAI is a TypeScript-first platform for building and running autonomous AI agents, LLM workflows, chatbots, and AI software engineering …
521193active
FranciscoMoretti/chat-js
ChatJS is an open-source, production-ready AI chat application built with Next.js and TypeScript, offering authentication, 120+ models via …
841192active
symfony/ai
Symfony AI is a set of PHP components and Symfony bundles that integrate AI capabilities into PHP applications, including a unified interfa…
871191active
SimonSchubert/Kai
Kai 9000 is an open-source, cross-platform AI assistant built with Kotlin Multiplatform that runs on Android, iOS, Windows, Mac, Linux, and…
831191active

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