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
polterguy/magic
Magic Cloud is a self-hosted, MIT-licensed AI app builder platform that turns plain-English prompts into full-stack applications — database…
961188active
clacky-ai/openclacky
OpenClacky is an open-source (MIT) AI agent platform written in Ruby that runs locally, offering a CLI and Web UI for completing tasks via …
791184active
HiveNexus/HiveChat
HiveChat is a self-hostable AI chat application designed for small and medium-sized teams, with multi-user management, group-based permissi…
391184active
Avijit07x/animateicons
AnimateIcons is a library of 542 animated SVG icons for React, built on motion/react with path-level animations triggered by hover, focus, …
631182active
Jwuthri/Tracely-ai
Tracely is a self-hosted, trace-native CI/CD and observability platform for AI agents. It ingests agent traces over OpenTelemetry, grades t…
581181active
alookai/alook
Alook is a Discord-style collaboration workspace where humans and local AI coding agents (Claude Code, Codex, Cursor, OpenCode) share rooms…
781171active
parcadei/llm-tldr
A Python CLI tool and daemon that indexes codebases into a 5-layer analysis stack (AST, call graph, control flow, data flow, program depend…
101170active
keinsaasforever/better-chatbot
Keinsaas Navigator (formerly Better Chatbot) is an open-source, self-hostable AI chatbot workspace built with Next.js and the Vercel AI SDK…
711169active
sheshbabu/zen
Zen is a self-hosted note-taking application distributed as a single Go binary or Docker Compose deployment, storing notes as standard Mark…
651166active
Ricky-7-Yan/intelligent-audit-system
AuditPilot is an enterprise AI agent workbench for audit delivery, combining evidence-grounded agentic RAG, governed tool execution, evalua…
601166active
JackHopkins/factorio-learning-environment
An open-source framework for developing and evaluating LLM agents in the game of Factorio, providing an open-ended, non-saturating benchmar…
821156active
NVIDIA-NeMo/Gym
NeMo Gym is a Python library from NVIDIA for evaluating and improving LLM models and agents using environments. It provides infrastructure …
801156active
davis7dotsh/better-context
btca (better-context) is a codebase research tool that lets developers and AI coding agents ask questions about libraries and frameworks by…
511154active
i-am-bee/agentstack
Agent Stack is open-source infrastructure (hosted by the Linux Foundation) for turning AI agents into running HTTP services, built on the A…
801149active
agentbay-ai/wuying-agentbay-sdk
Multi-language SDK (Python, TypeScript, Go, Java) for Wuying AgentBay, Alibaba Cloud's cloud sandbox platform built for AI agents. It lets …
761148active
PurpleDoubleD/locally-uncensored
Locally Uncensored is a free, open-source desktop AI studio (built with Tauri/TypeScript) that bundles uncensored local chat, a coding agen…
811146active
databuddy-analytics/Databuddy
Databuddy is a privacy-first, cookieless web analytics platform built with Next.js and TypeScript that combines page analytics, error track…
801141active
MoizIbnYousaf/Ai-Agent-Skills
A universal skill installer and package manager for AI coding agents, distributable via npx and supporting 12+ agent runtimes like Claude C…
761133active
video-db/call.md
Call.md is an open-source Electron desktop app that records meetings locally, transcribes them in real time with speaker separation, and pr…
591132active
fcakyon/claude-codex-settings
A curated collection of battle-tested configuration files, plugins, skills, hooks, and subagents for AI coding tools like Claude Code, Open…
861122active
massgen/MassGen
MassGen is an open-source multi-agent scaling system that runs in the terminal, orchestrating multiple frontier LLM agents to work on the s…
721122active
localgpt-app/localgpt
LocalGPT is a local-only AI assistant built in Rust that ships as a single binary with a CLI, desktop GUI, embedded web UI, HTTP API, and M…
551119active
suyiiyii/AutoGLM-GUI
A modern web GUI for the AutoGLM phone agent that lets AI control Android devices via ADB and scrcpy, with chat-based task management, mult…
831118active
axoviq-ai/synthadoc
Synthadoc is an open-source, domain-agnostic LLM knowledge compilation engine that transforms raw documents into structured, human-readable…
821116active
nottelabs/reverse-api-engineer
Reverse API Engineer is a Python CLI tool that captures browser network traffic (HAR) from a website and uses a configured AI model to gene…
841113active
Anionex/agent-vision-toolkit
A Python toolkit of vision CLI tools plus an agent skill that gives text-only LLM agents (like DeepSeek) image understanding capabilities, …
791108active
AgentsMesh/Pivo
Pivo is a task-focused desktop programming environment built with Tauri, React, and Rust that combines Git project management, kanban task …
361105active
ATH-MaaS/Pixelle-MCP
Pixelle MCP is an open-source omnimodal AIGC framework that converts ComfyUI workflows (local or RunningHub cloud) into MCP tools with zero…
441104active
KroMiose/nekro-agent
NekroAgent is a cross-platform AI agent framework for multi-user chat scenarios that generates and executes code in sandboxed containers, w…
901103active
Onelevenvy/flock
Flock is a cross-platform desktop multi-agent harness built with Rust, Tauri, and React, powered by the langgraph-rust engine. It provides …
821101active
pashov/skills
A collection of AI-powered Solidity security skills built by Pashov Audit Group, packaged for use with AI coding assistants like Claude Cod…
751096active
ModernRelay/omnigraph
Omnigraph is a lakehouse-native graph database written in Rust that stores versioned graphs on object storage using the Lance format, with …
821092active
joaoh82/rust_sqlite
SQLRite is an embedded SQL database engine written from scratch in Rust, modeled on SQLite with a paged single-file format, B-tree storage,…
901091active
wenge-research/x-agent
X-Agent (智川) is an open-source, self-hosted enterprise agent development platform by Wenge that lets users build AI applications with zero …
341088active
FujiwaraChoki/supoclip
SupoClip is an open-source, AI-powered video clipping tool that turns long videos like podcasts and streams into vertical 9:16 short clips …
621086active
LiuMengxuan04/MiniCode
MiniCode is a lightweight terminal-based AI coding assistant that implements a Claude Code-like agent loop with tool calling, diff review, …
591084active
heymrun/heym
Heym is an AI-native, low-code workflow automation platform with a visual drag-and-drop editor for building agentic systems. It provides LL…
781083active
dtsola/xiaoyaosearch
XiaoyaoSearch is a cross-platform desktop application (Electron + Python/FastAPI) that lets users find local files using AI-powered semanti…
701083active
chaxiu/munk-ai
Munk AI (the open-source Munk Test CLI) is a local-first, self-improving AI testing engine that turns natural-language intent into product-…
801081active
andrepimenta/claude-code-chat
A VS Code extension that provides a graphical chat interface for Claude Code, replacing terminal-based interaction with a visual UI inside …
771081active
daangn/seed-design
SEED is Daangn's unified design system, providing design tokens, styled React components, and cross-platform styles (React, iOS, Android, L…
961080active
hahwul/jwt-hack
jwt-hack is a fast, single-binary Rust CLI toolkit for testing, analyzing, and attacking JSON Web Tokens (JWT) and JWE tokens. It supports …
911075active
yize/xswitch
XSwitch is a Chrome browser extension for redirecting and forwarding request URLs using browser-native APIs, with rule groups, CORS support…
841074active
FalkorDB/QueryWeaver
QueryWeaver is an open-source Text2SQL tool that converts plain-English questions into SQL queries using graph-powered schema understanding…
851073active
mateaix/mateclaw
MateClaw is a self-hosted, team-oriented AI agent platform ('second brain') built on Spring Boot and Spring AI Alibaba, shipped as a single…
821072active
raindrop-ai/workshop
Raindrop Workshop is an open-source local debugger for AI agents that streams live traces of tokens, tool calls, and decisions into a brows…
811058active
agents-flex/agents-flex
Agents-Flex is a lightweight, modular Java framework for building AI applications and agents, positioned as a Java counterpart to Spring AI…
931046active
Minima-AI-Inc/minima
Minima is an open-source, on-premises conversational RAG system deployed via Docker containers. It supports fully local operation with Olla…
411046active
vstorm-co/pydantic-deepagents
Pydantic Deep Agents is an open-source, self-hosted terminal AI assistant (a Claude Code alternative) plus the Python framework behind it, …
781044active
muapi CLI
muapi-cli and its Generative Media Skills provide a schema-driven CLI, skill library, and MCP server that let AI agents (Claude Code, Curso…
931043active
splx-ai/agentic-radar
Agentic Radar is an open-source security scanner that analyzes LLM agentic workflows built with popular frameworks (e.g., CrewAI, LangGraph…
531043active
HG-ha/ICP_Query
A self-hosted service (Python and Rust implementations) that queries China MIIT ICP filing records for domains, apps, mini-programs, quick …
951042active
dropseed/plain
Plain is a Python web framework for building database-backed applications, originally forked from Django and redesigned around explicit, ty…
751041active
wrtnlabs/agentica
Agentica is a TypeScript agentic AI framework specialized in LLM function calling, enhanced by compiler-driven validation via typia. Agents…
711041active
smallcloudai/refact
Refact is an open-source, self-hosted AI coding agent written in Rust that plans and executes engineering tasks end-to-end from your IDE, w…
103540maintenance
RockxyApp/Rockxy
Rockxy is an open-source (AGPL-3.0) native macOS HTTP debugging proxy built in Swift/SwiftNIO that intercepts, inspects, and modifies HTTP,…
811038active
arihantcodes/spectrum-ui
Spectrum UI is an open-source collection of 250+ animated, copy-paste React components, blocks, and templates built on shadcn/ui, Tailwind …
671027active
harehare/mq
mq is a jq-like command-line tool and query language for slicing, filtering, and transforming Markdown via its AST, written in Rust as a si…
831023active
BGmi/BGmi
BGmi is a Python CLI tool with a Web UI for subscribing to and automatically downloading bangumi (anime) episodes via torrent sources like …
701023active
beizhu-1209/AIHelms
AIHelms is a self-hosted enterprise AI resource governance platform that provides a unified AI gateway for managing models from OpenAI, Azu…
811022active
tempoxyz/tempo
Tempo is a Rust-based blockchain purpose-built for stablecoin payments, built on the Reth EVM execution SDK with sub-second finality via Si…
821016active
Spade-sec/First
A WeChat mini-program security debugging tool (fork/extension of WMPFDebugger) that uses Frida injection and Chrome DevTools Protocol bridg…
741015active
MGdaasLab/WHartTest
WHartTest is an AI-driven test automation platform built on Django 5.2 + DRF with a Vue frontend, generating and managing executable test c…
831013active
dcnetio/web-dc-api
web-dc-api is a browser-based decentralized application SDK that unifies wallet-based identity, private user databases, shared key-value st…
791003active
stravu/crystal
Crystal (now renamed Nimbalyst) is an open-source Electron desktop app for running multiple Claude Code and Codex AI coding sessions in par…
633111maintenance
go-nunu/nunu
Nunu is a CLI scaffolding tool for building Go web applications on top of popular libraries like Gin, GORM, Wire, Viper, and Zap, following…
902597maintenance
glowingjade/obsidian-smart-composer
Smart Composer is an Obsidian plugin that adds an AI chat assistant with contextual awareness of your vault, smart writing assistance, and …
642320maintenance
aws/amazon-q-developer-cli
Amazon Q Developer CLI is an open-source Rust-based terminal tool providing an agentic AI chat experience for building applications with na…
741985maintenance
johnson7788/MultiAgentPPT
MultiAgentPPT is a Python-based multi-agent system that generates editable presentation slides from a topic using A2A, MCP, and Google ADK …
601633maintenance
TraderAlice/OpenAlice
OpenAlice is a local-first trading workspace that turns coding agents (Claude Code, Codex, OpenCode, etc.) into trading agents by giving th…
686741experimental
builderz-labs/mission-control
Mission Control is a self-hosted, MIT-licensed control plane (Next.js app backed by SQLite) for operating AI agent runtimes like OpenClaw, …
816110experimental
grafbase/grafbase
Grafbase is a high-performance GraphQL Federation Gateway (Rust router) plus CLI, acquired by The Guild in 2026. The cloud platform has bee…
851230maintenance
i-am-bee/acp
The Agent Communication Protocol (ACP) is an open protocol with Python and TypeScript SDKs for enabling AI agents built on different framew…
101018maintenance
CaviraOSS/OpenMemory
OpenMemory is a local-first, self-hosted cognitive memory engine that gives LLM applications and AI agents persistent long-term memory, wit…
704466experimental
dimensionalOS/dimos
DimOS is a Python SDK and agent-native operating system for generalist robotics, letting users command humanoids, quadrupeds, and drones in…
864431experimental
bknd-io/bknd
bknd is a lightweight, batteries-included backend-as-a-service (Firebase/Supabase alternative) providing data management, authentication, m…
663751experimental
codeaashu/claude-code
A repository containing the leaked TypeScript source code of Anthropic's Claude Code, an agentic coding CLI that edits files, runs commands…
503267experimental
cheshire-cat-ai/core
Cheshire Cat AI is a Python framework and microservice for building conversational AI agents with LLMs, tools, RAG, and plugins, served wit…
943085experimental
compozy/compozy
CompozyOS is a self-hosted 'operating system for AI agents' written in Go that wraps existing agent CLIs (Claude Code, Codex, Gemini CLI, O…
792686experimental
vercel-labs/fx
fx is a tiny, open-source coding agent harness and CLI written in Zig, designed for minimalism, fast cold starts, and embeddability in larg…
792495experimental
Bitterbot-AI/bitterbot-desktop
Bitterbot is a local-first desktop AI agent with persistent memory, a 'dream engine' that consolidates skills while idle, and a peer-to-pee…
812447experimental
kenn-io/msgvault
msgvault is a Go application that archives a lifetime of email, chat, calendar, and meeting data into a local SQLite/DuckDB store, supporti…
812039experimental
AntigmaLabs/ante
Ante is a self-contained terminal-based coding agent harness written in Rust, distributed as a single ~15MB binary with zero runtime depend…
791908experimental
Eynzof/Hermes-CN-Desktop
A Windows-first desktop client for Hermes Agent built by the Chinese-language Hermes Agent community, using Tauri v2, Rust, React, and Type…
791598experimental
i365dev/free4chat
Free4Chat is a web application for opening temporary real-time rooms with voice chat, text chat, screen sharing, and browser-to-browser fil…
1001161experimental
microsoft/agentrc
AgentRC is a Microsoft CLI tool (also a VS Code extension) that measures how 'AI-ready' a repository is and generates context files like Co…
691031experimental
microsoft/vscode-copilot-chat
The GitHub Copilot Chat extension for Visual Studio Code, providing AI chat, inline suggestions, and autonomous agent capabilities inside t…
109976abandoned
21st-dev/1code
1Code is an open-source desktop and web client for orchestrating coding agents like Claude Code and Codex, with a Cursor-like UI, diff prev…
105604abandoned
iflow-ai/iflow-cli
iFlow CLI is a terminal-based AI coding assistant that analyzes repositories, executes coding tasks, and automates workflows using free AI …
515107abandoned

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