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
xerrors/Yuxi
Yuxi is a self-hosted, multi-tenant knowledge agent platform that unifies RAG, knowledge graph construction (Milvus + Neo4j), LangGraph mul…
846563active
crestalnetwork/intentkit
IntentKit is an open-source, self-hosted cloud-native agent cluster that runs and manages a collaborative team of AI agents as containerize…
786510active
spinframework/spin
Spin is an open-source framework and CLI for building, deploying, and running event-driven serverless microservices as WebAssembly componen…
956505active
brightdata/cli
The official Bright Data CLI (npm package @brightdata/cli) providing terminal access to Bright Data's web scraping, search, and structured …
816406active
htmlstreamofficial/preline
Preline UI is an open-source Tailwind CSS component library offering prebuilt UI components, blocks, templates, and headless JavaScript plu…
936396active
MaterializeInc/materialize
Materialize is a streaming database that uses incremental computation to maintain always-fresh, strongly consistent SQL views over data fro…
996361active
sanity-io/sanity
Sanity Studio is an open-source, fully customizable headless CMS application built with React and TypeScript for rapidly configuring conten…
956296active
github/CopilotForXcode
GitHub Copilot for Xcode is an AI coding assistant plugin for Xcode providing code completions, chat, agent mode, and code review for Swift…
886285active
repowise-dev/repowise
Repowise is a Python-based codebase intelligence tool that indexes code structure, call graphs, git history, tests, and architectural decis…
776240active
wechatsync/Wechatsync
Wechatsync is an open-source Chrome extension that syncs articles from WeChat Official Accounts (or any webpage) to 29+ content platforms l…
616235active
Eigenwise/atomic-agents
Atomic Agents is a lightweight, modular Python framework for building agentic AI pipelines and applications from small, composable componen…
916202active
JimmyLv/BibiGPT-v1
BibiGPT is an AI-powered web application that summarizes videos and audio from platforms like Bilibili, YouTube, TikTok, and podcasts, gene…
576194active
microsoft/semantic-kernel
Semantic Kernel is a model-agnostic SDK and orchestration framework from Microsoft for building AI agents and multi-agent systems in .NET, …
9328504maintenance
goadesign/goa
Goa is a design-first framework for building APIs and microservices in Go. You define your API in a Go-based DSL and it generates server co…
996089active
lightdash/lightdash
Lightdash is an open-source, agentic business intelligence platform that lets data teams define governed metrics, dashboards, AI agents, an…
956084active
UfoMiao/zcf
ZCF (Zero-Config Code Flow) is a Node.js CLI that provides one-click setup and configuration for AI coding assistants like Claude Code and …
806078active
kucherenko/jscpd
jscpd is a copy/paste detector that finds duplicated code blocks across 223+ programming languages and formats using the Rabin-Karp algorit…
996057active
maildev/maildev
MailDev is a local SMTP server with a modern web interface that catches all emails sent by your application during development, so nothing …
866032active
PawanOsman/OpenCursor
OpenCursor is an open-source, Cursor-like AI coding agent distributed as a VS Code extension. It provides agentic chat that reads workspace…
966004active
Tencent/AI-Infra-Guard
Tencent's full-stack AI red teaming platform that scans AI infrastructure, agents, MCP servers, and skills for vulnerabilities and evaluate…
885984active
netease-youdao/LobsterAI
LobsterAI is an open-source, desktop-grade AI agent application by NetEase Youdao that performs real work like data analysis, slides, docum…
785953active
fengshao1227/ccg-workflow
CCG Workflow is a multi-model orchestration engine for Claude Code that coordinates Codex CLI, Gemini CLI, and Antigravity CLI from a singl…
695851active
Mai-with-u/MaiBot
MaiBot (MaiSaka) is an open-source, LLM-powered conversational agent designed to behave like a warm, human-like 'digital life form' in QQ g…
875821active
aidlearning/AidLearning-FrameWork
AidLux (originally AidLearning) is an AIoT development platform that runs a native Ubuntu Linux environment with GUI, deep learning tooling…
705797active
OpenWhispr/openwhispr
OpenWhispr is an open-source, privacy-first voice-to-text dictation desktop app for macOS, Windows, and Linux. It supports fully local tran…
815766active
baserow/baserow
Baserow is an open-source, no-code platform for building databases, applications, automations, dashboards, and AI agents, positioned as an …
975723active
dnhkng/GLaDOS
A real-life implementation of GLaDOS, the sardonic AI from Valve's Portal series, built as a proactive voice assistant with vision, memory,…
645689active
AmanVarshney01/create-better-t-stack
Better-T-Stack is an MIT-licensed CLI tool for scaffolding end-to-end type-safe TypeScript fullstack projects with customizable stacks (fro…
835673active
ageerle/ruoyi-ai
RuoYi AI is an open-source, enterprise-grade full-stack AI assistant platform built in Java on the RuoYi ecosystem and LangChain4j. It unif…
915666active
Gen-Verse/OpenClaw-RL
OpenClaw-RL is a framework for training personalized AI agents through reinforcement learning using natural conversation as feedback. It us…
525655active
the-open-agent/openagent
OpenAgent is a self-hosted, single-binary personal AI assistant platform built in Go that combines LLM chat, RAG knowledge bases, and auton…
945571active
trailbaseio/trailbase
TrailBase is an open-source, single-executable Firebase alternative built on Rust, SQLite (with experimental Postgres support), and Wasmtim…
855571active
TableProApp/TablePro
TablePro is a free, open-source, native macOS (and iOS/iPadOS) database client supporting 29 SQL and NoSQL engines through native drivers, …
795559active
likec4/likec4
LikeC4 is a modeling language (DSL) and toolchain for describing software architecture as code, inspired by the C4 Model and Structurizr DS…
915542active
dograh-hq/dograh
Dograh is an open-source, self-hostable voice AI platform for building production voice agents, positioned as an alternative to Vapi and Re…
845505active
generalaction/emdash
Emdash is an open-source desktop application (Agentic Development Environment) for running multiple AI coding agents in parallel, each isol…
785504active
ServiceStack
ServiceStack is a full-featured, message-based web services framework for .NET that lets you declare typed Request DTOs once and generate A…
995498active
lemonade-sdk/lemonade
Lemonade is a local AI server that runs optimized LLMs (plus image, speech, and embedding models) on your own GPU and NPU, exposing OpenAI-…
825472active
mayswind/ezbookkeeping
ezBookkeeping is a lightweight, self-hosted personal finance and bookkeeping application built with Go and Vue.js. It supports transaction …
935471active
serafimcloud/21st
21st.dev is an open-source community registry and marketplace of React UI components built with Tailwind CSS and Radix UI, following shadcn…
335423active
lingodotdev/lingo.dev
Lingo.dev is an open-source localization engineering toolkit that turns LLMs into stateful translation APIs, persisting glossaries, brand v…
875407active
useplunk/plunk
Plunk is an open-source, self-hostable email platform combining transactional email sending (API and SMTP), marketing campaigns, and event-…
905396active
Nasiko-Labs/nasiko
Nasiko is a developer control plane for AI agents, built in Rust, that lets teams deploy, route, secure, and observe A2A-speaking agents wi…
615330active
hahwul/dalfox
Dalfox is an open-source XSS vulnerability scanner written in Rust that automates discovery, injection, and DOM/AST-level verification of r…
985256active
zhkl0228/unidbg
A Java-based framework that emulates Android (and experimentally iOS) native libraries on non-ARM hosts, including JNI, syscalls, and ARM32…
795165active
taubyte/tau
Taubyte (tau) is an open-source, self-hosted fullstack cloud platform that lets developers and AI coding agents build, test, and ship appli…
805131active
deepseek-ai/deepseek-harness
DeepSeek Harness (dsh) is an open-source agent harness by DeepSeek AI built on the Cordis plugin kernel, where every agent capability (mode…
65197984experimental
Kiln-AI/Kiln
Kiln is a free desktop app and MIT-licensed Python library for the full AI development loop: evals, prompt optimization, RAG, agents, fine-…
905034active
facebook/memlab
MemLab is an end-to-end testing and analysis framework from Meta for detecting JavaScript memory leaks and optimization opportunities. It d…
775030active
GaiaNet-AI/gaianet-node
GaiaNet node is a shell-based installer and runtime for running your own decentralized AI agent service locally. It deploys an LLM inferenc…
485017active
PeonPing/peon-ping
peon-ping is a shell-based notification tool that plays game character voice lines (Warcraft, StarCraft, Portal, Zelda) and shows visual ov…
825003active
dtyq/magic
MagiCrew (dtyq/magic) is an open-source, enterprise-grade all-in-one AI productivity platform combining a generalist AI agent, workflow eng…
634994active
icip-cas/PPTAgent
PPTAgent is an agentic Python framework that automatically generates PowerPoint presentations from documents using a two-stage, edit-based …
704954active
mock-server/mockserver-monorepo
MockServer is an open-source HTTP(S) mock server and proxy for testing that can mock APIs, record and inspect live traffic, and inject fail…
994953active
apple/embedding-atlas
Embedding Atlas is an open-source tool from Apple for interactive visualization of large embeddings and their metadata, supporting clusteri…
864921active
flipt-io/flipt
Flipt is a self-hosted, Git-native feature flag management platform that stores flags as code in your own Git repositories and evaluates th…
974882stable
mistralai/mistral-vibe
Mistral Vibe is an open-source command-line coding agent powered by Mistral's models, providing a conversational interface to explore and m…
794876active
vitali87/code-graph-rag
Code-Graph-RAG is a Python CLI tool and MCP server that parses multi-language codebases with Tree-sitter, builds a knowledge graph of code …
854828active
aldinokemal/go-whatsapp-web-multidevice
GoWA is a self-hosted WhatsApp REST API service written in Go, exposing WhatsApp multi-device messaging over HTTP with a web UI, webhooks, …
954684active
u14app/deep-research
Deep Research is a web application that uses any large language model (Gemini, OpenAI, Anthropic, DeepSeek, Grok, Ollama, etc.) combined wi…
724684active
o2oa/o2oa
O2OA is a 100% open-source (AGPL-3.0) enterprise office automation (OA) and collaboration platform built on a JavaEE distributed architectu…
684658active
53AI/53AIHub
53AI Hub is an open-source AI portal and knowledge base platform for publishing and operating AI agents, prompts, and AI tools. It integrat…
854634active
prest/prest
pRESTd is a production-ready Go service that exposes instant REST APIs (and a read-only MCP endpoint) on top of any existing or new Postgre…
984611stable
latitude-dev/latitude-llm
Latitude is an open-source, MIT-licensed AI agent observability and monitoring platform that captures production agent traffic as traces an…
864604active
Agent-Native
Agent-Native is an open-source TypeScript framework for building applications that serve both human users and AI agents from a single codeb…
774579active
agentgateway/agentgateway
Agentgateway is an open-source, Rust-based proxy and gateway for agentic AI traffic, handling LLM provider routing, MCP tool servers, and A…
814563active
Agenta-AI/agenta
Agenta is an open-source, self-hostable workspace where teams build, run, and share AI agents and automations by chatting with them. It pro…
924553active
CLI Printing Press
A Go-based CLI generator that studies official API docs, community CLIs, MCP servers, and undocumented web APIs to produce token-efficient,…
774550active
apache/iggy
Apache Iggy is a high-performance, persistent message streaming platform written in Rust, supporting TCP, QUIC, HTTP, and WebSocket transpo…
864545active
JetBrains/koog
Koog is a JetBrains-built Kotlin/Java framework for creating fault-tolerant, enterprise-ready AI agents on the JVM, with multiplatform depl…
844536active
FlowElement-xinliuyuansu/m_flow
M-flow is a Python bio-inspired cognitive memory engine that treats graph topology as the retrieval scoring engine rather than a supportive…
614500active
firebase/firebase-tools
The official Firebase Command Line Interface for testing, managing, and deploying Firebase projects from the terminal. It also ships the of…
954461active
pydantic/logfire
Pydantic Logfire is an AI observability platform built on OpenTelemetry that traces LLM calls, agent runs, and application telemetry in one…
874441active
poem-web/poem
Poem is a full-featured, easy-to-use web framework for Rust built on async/await, with crates for OpenAPI, gRPC, AWS Lambda, and MCP server…
664434active
fallow-rs/fallow
Fallow is a Rust-based CLI that performs static analysis of TypeScript and JavaScript codebases, detecting unused code, duplication, circul…
774413active
zgsm-ai/costrict
CoStrict is an open-source, enterprise-focused AI coding assistant delivered as VS Code and JetBrains extensions, offering strict-mode code…
814391active
intuitem/ciso-assistant-community
CISO Assistant is an open-source, self-hostable GRC (Governance, Risk, and Compliance) platform covering risk management, compliance and au…
904376active
IBM/mcp-context-forge
ContextForge is an open-source AI gateway, registry, and proxy from IBM that federates MCP, A2A, and REST/gRPC APIs behind a unified endpoi…
864372active
algolia/docsearch
DocSearch is Algolia's open-source solution for adding fast, accessible search to documentation sites, combining a hosted crawler that inde…
954371stable
modelscope/ms-agent
MS-Agent is a lightweight Python framework from ModelScope for building LLM-powered agents with autonomous exploration capabilities. It sup…
874369active
composio-community/open-claude-cowork
An open-source desktop chat application powered by the Claude Agent SDK and Composio Tool Router, offering 500+ SaaS app integrations (Gmai…
534333active
httprunner/httprunner
HttpRunner (hrp) is an open-source, Go-based all-in-one testing framework for API testing (HTTP/HTTP2/WebSocket/RPC), load testing, and mul…
484295active
m1heng/clawdbot-feishu
A Feishu/Lark channel plugin for OpenClaw that lets the OpenClaw AI assistant communicate through Feishu messaging. It is installed via the…
634251active
callstack/agent-device
A CLI, MCP server, and typed Node.js API that lets AI coding agents automate, inspect, and verify real mobile and desktop apps. It provides…
784233active
archestra-ai/archestra
Archestra is an open-source, self-hosted enterprise AI platform combining an agentic chat UI, agent runtime, LLM gateway/proxy, MCP gateway…
814232active
kirodotdev/Kiro
Kiro is an agentic IDE and CLI that helps developers go from prototype to production using spec-driven development, agent hooks, powers, an…
634225active
txn2/kubefwd
kubefwd is a Go CLI utility that bulk port-forwards Kubernetes services to a local workstation, assigning each service a unique 127.x.x.x l…
954164active
groupultra/telegram-search
A self-hostable tool that exports, backs up, and indexes Telegram chat history into a database (PGlite or PostgreSQL) with tokenization and…
834078active
erxes/erxes
Erxes is an open-source, self-hostable 'Experience Operating System' (XOS) that unifies customer messaging, sales pipelines, marketing, ope…
954075active
macro-inc/macro
Macro is an open-source all-in-one team workspace that unifies email, chat, docs, tasks, calls, CRM, and AI agents into a single fast inter…
794055active
octelium/octelium
Octelium is a free, open-source, self-hosted unified zero trust secure access platform built on Kubernetes. It can operate as a remote acce…
864025active
openagents-org/openagents
OpenAgents is an open-source platform (Apache-2.0) for building, connecting, and orchestrating collaborative multi-agent AI systems. It com…
833999active
OpenMinis/OpenMinis
OpenMinis is a free, open-source mobile AI agent app for iOS and Android that connects leading LLM providers (Claude, GPT, Gemini, etc.) vi…
693985active
feeluown/FeelUOwn
FeelUOwn is a robust, user-friendly, and highly hackable cross-platform music player written in Python with PyQt. It supports plugins for v…
933929active
shadcnblocks/kibo
Kibo UI is a custom registry of composable, accessible React components designed as an extension to shadcn/ui, built with TypeScript and Ta…
653914active
evalstate/fast-agent
fast-agent is a Python CLI-first framework for building, running, and evaluating LLM agents with first-class MCP, ACP, and A2A protocol sup…
833902active
nolabs-ai/nono
nono is a Rust-based CLI and SDK that runs AI coding agents and their tool invocations in ephemeral, kernel-enforced micro sandboxes with c…
783830active
dagucloud/dagu
Dagu is a self-hostable, local-first workflow orchestrator that runs DAGs defined in declarative YAML over existing shell scripts, Docker c…
953808active
Atmosphere/atmosphere
Atmosphere is a portable AI agent runtime for the JVM that lets a single @Agent class run across twelve AI runtimes (Spring AI, LangChain4j…
953796active
CommandCodeAI/command-code
Command Code is a terminal-based AI coding agent that builds full-stack projects, fixes bugs, writes tests, and refactors code. Its disting…
663793active

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