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

Open-source mcp software

1200 open-source libraries, tools and applications tagged mcp, ranked by how closely mcp is their primary purpose, then by adoption and maintenance health. Each entry links to a page with sources, use cases and when to choose or avoid it.

1200 products, primary matches first, then adoption-weighted; health v2 shown.

ProductHealth v2StarsMaturity
SuperClaude-Org/SuperClaude_Framework
SuperClaude is a configuration framework that enhances Claude Code with 30 specialized slash commands, 20 cognitive personas, 7 behavioral …
7423914active
1Panel-dev/MaxKB
MaxKB is an open-source, self-hosted platform for building enterprise-grade AI agents with RAG pipelines, workflow orchestration, and MCP t…
9622992active
NemoClaw
NVIDIA NemoClaw is an open-source reference stack for running AI coding agents such as OpenClaw, Hermes, and LangChain Deep Agents Code sec…
6922754active
Opik
Opik is an open-source LLM observability and evaluation platform by Comet for tracing, evaluating, and monitoring LLM applications, RAG pip…
9322726active
Paseo
Paseo is a self-hosted, open-source orchestrator for coding agents like Claude Code, Codex, Copilot, OpenCode, and Pi, exposing them throug…
8121326active
Bit
Bit is a build system and workspace tool that organizes JavaScript/TypeScript code into reusable, composable components shared across monor…
9418495active
labring/sealos
Sealos is an AI-native cloud operating system built on Kubernetes that lets developers deploy applications from a GitHub repo, Docker image…
8218372active
LangBot
LangBot is an open-source, production-grade platform for building AI-powered instant messaging bots, connecting LLMs and agent workflows to…
9518291active
WrenAI
WrenAI is an open-source generative BI (GenBI) engine that turns natural-language questions into governed SQL, charts, and dashboards acros…
8717826active
rocketride-org/rocketride-server
RocketRide is an open-source AI pipeline engine with a high-throughput C++ runtime and 100+ Python-extensible nodes for building, debugging…
8217760active
EMQX
EMQX is a highly scalable MQTT broker and messaging platform written in Erlang, supporting MQTT 5.0/3.1.1/3.1 plus MQTT-SN, CoAP, LwM2M, an…
9816789stable
Plate
Plate is a React framework for building rich-text editors, built on Slate with a headless plugin system, composable packages, and shadcn/ui…
9516656active
memvid/memvid
Memvid is a single-file memory layer for AI agents that packages data, embeddings, and search indexes into one portable .mv2 file. It repla…
7216606active
xbtlin/ai-berkshire
A collection of AI research skills for Claude Code and Codex that systematizes the value investing methodologies of Buffett, Munger, Duan Y…
6016597active
MODSetter/SurfSense
SurfSense is an open-source, self-hostable NotebookLM alternative that combines a personal knowledge base with live open-web research conne…
9116505active
Trigger.dev
Trigger.dev is an open-source TypeScript platform for building and deploying durable background jobs, long-running AI workflows, and AI age…
9416478active
HKUDS/OpenHarness
OpenHarness is a lightweight open-source agent harness in Python providing tool use, skills, memory, and multi-agent coordination, launched…
6415994active
opensandbox-group/OpenSandbox
OpenSandbox is a general-purpose sandbox platform for AI applications that securely runs commands, code interpreters, browsers, and develop…
8015952active
Maestro
Maestro is an open-source end-to-end UI testing framework for Android, iOS, and web apps that uses human-readable YAML flows interpreted at…
9515739active
YishenTu/claudian
Claudian is an Obsidian plugin that embeds AI coding agents like Claude Code, Codex, Grok, and OpenCode directly into your vault. It turns …
8015722active
Grav CMS
Grav is a fast, flat-file content management system built on PHP, Markdown, Twig, and Symfony components that requires no database. Version…
9515689stable
eigent-ai/eigent
Eigent is an open-source desktop application for building and running AI agent workforces that automate complex multi-step workflows. Built…
8515506active
superset-sh/superset
Superset is an agentic desktop IDE for macOS that orchestrates 100+ CLI-based coding agents (Claude Code, Codex, Cursor Agent, OpenCode) in…
8115345active
electerm
electerm is a free, open-source, all-in-one terminal, SSH, SFTP/FTP/Telnet/serial port, and remote desktop (RDP/VNC/Spice) client built wit…
9515338active
corsairdev/corsair
Corsair is an open-source TypeScript integration layer that lets applications and AI agents connect to 200+ third-party services (GitHub, S…
5715309active
yusufkaraaslan/Skill_Seekers
Skill Seekers is a Python CLI toolkit and MCP server that converts documentation sites, GitHub repos, PDFs, codebases, notebooks, and other…
8315096active
midday-ai/midday
Midday is an open-source, all-in-one business management application for freelancers, contractors, and solo entrepreneurs, offering invoici…
7415087active
oblien/openship
Openship is an open-source, self-hostable deployment platform with built-in CI/CD that builds, ships, routes, and TLS-terminates apps from …
8314813active
Open-LLM-VTuber
Open-LLM-VTuber is a cross-platform AI companion application that enables real-time voice conversations with LLMs, featuring a Live2D avata…
6213896active
emdash-cms/emdash
EmDash is a full-stack, type-safe CMS built on Astro and TypeScript, positioned as a modern successor to WordPress. It runs on Cloudflare W…
7913752active
Fay Digital Human Framework
Fay is an open-source Python digital human framework that connects 2.5D/3D/mobile/web digital humans or OpenAI-compatible LLMs to business …
7513549active
EverMind-AI/EverOS
EverOS is a Python library and local-first memory runtime that gives AI agents a portable, user-owned memory layer across apps, tools, and …
8313408active
ccfos/nightingale
Nightingale is an open-source monitoring and alerting platform focused on the alerting engine, alarm processing, and distribution, connecti…
9613325active
LangChain4j
LangChain4j is an open-source Java library for building LLM-powered applications on the JVM, providing a unified API over 20+ LLM providers…
9713266active
InsForge/InsForge
InsForge is an open-source, all-in-one backend platform (BaaS) designed for AI coding agents, bundling Postgres, auth, storage, realtime, e…
8613129active
Portkey AI Gateway
Portkey AI Gateway is an open-source, TypeScript-based AI gateway that routes requests to 1,600+ LLMs across many providers through a singl…
7113079active
seleniumbase/SeleniumBase
SeleniumBase is an all-in-one Python browser automation framework for web testing, crawling, and scraping, built on Selenium/WebDriver with…
9313040active
JoeanAmier/XHS-Downloader
A tool for extracting links and downloading content (images, videos, live photos) from XiaoHongShu (RedNote) posts. It ships as a Python TU…
8613039active
StarTrail-org/LEANN
LEANN is a low-storage vector index that enables retrieval-augmented generation (RAG) on personal devices by recomputing embeddings on the …
8512966active
codexu/note-gen
NoteGen is an open-source, cross-platform, local-first Markdown note-taking app built with Tauri and Next.js that separates quick capture (…
8712896active
datahub-project/datahub
DataHub is an open-source data catalog and metadata platform providing data discovery, governance, lineage, and observability across an org…
9812852active
NangoHQ/nango
Nango is an open-source integration platform for building product integrations with 900+ pre-built API providers. It handles OAuth/API-key …
9512694active
nearai/ironclaw
IronClaw is an open-source, Rust-based 'Agent OS' and personal AI assistant that runs locally or on NEAR AI Cloud, with a WebUI, terminal, …
7912629active
Chainlit/chainlit
Chainlit is an open-source Python framework for building production-ready conversational AI applications with a built-in chat UI. It provid…
9412506active
Encore
Encore is an open-source infrastructure SDK and backend framework for TypeScript and Go that lets developers declare resources like databas…
9412446active
kubeshark/kubeshark
Kubeshark is an eBPF-powered network observability tool for Kubernetes that indexes cluster-wide L4/L7 traffic with full Kubernetes context…
9912101active
creativetimofficial/ui
Creative Tim UI is an open-source component library and custom registry built on top of shadcn/ui, providing pre-built, customizable React …
5212074active
MemTensor/MemOS
MemOS is a memory operating system for LLMs and AI agents that unifies storing, retrieving, and managing long-term, multi-modal memory thro…
8512014active
viarotel-org/escrcpy
Escrcpy is a graphical desktop application built on Electron that wraps scrcpy to display and control Android devices from Linux, macOS, or…
8611946active
Scira
Scira is an open-source, minimalistic AI-powered search engine and agentic research platform that plans multi-step searches, retrieves live…
6411904active
MoviePilot
MoviePilot is a self-hosted NAS media library automation tool that handles subscribing, searching, downloading, organizing, scraping, and r…
9311897active
Leantime
Leantime is an open-source, self-hostable project management system designed for non-project managers, built with ADHD, autism, and dyslexi…
10011869active
microsoft/autogen
AutoGen is a Python framework from Microsoft for building multi-agent AI applications where LLM-powered agents can act autonomously or coll…
7661518maintenance
jo-inc/camofox-browser
A self-hosted anti-detection browser server for AI agents, wrapping the Camoufox Firefox fork that spoofs fingerprints at the C++ level. It…
8311663active
0xJacky/nginx-ui
Nginx UI is a self-hosted web interface for managing Nginx servers and clusters, built with Go and Vue. It offers online config editing wit…
9511636active
EKKOLearnAI/hermes-studio
Hermes Studio is a local-first multi-agent workspace that provides a desktop app, local runtime, and web console for coordinating AI agent …
7811462active
cobusgreyling/loop-engineering
A collection of patterns, starter templates, and npm CLI tools for 'loop engineering' — designing automated loops that prompt and orchestra…
7611446active
tambo-ai/tambo
Tambo is an open-source generative UI SDK for React that lets developers register components with Zod schemas so an AI agent can choose and…
8011182active
bytebot-ai/bytebot
Bytebot is a self-hosted, open-source AI desktop agent that operates a full containerized Linux desktop, using screen vision, mouse, and ke…
1011077active
dmtrKovalenko/fff
FFF is a fast, typo-resistant file and content search toolkit written in Rust, available as an SDK for Rust, C, Python, Bun, NodeJS, and Lu…
8411076active
Model Context Protocol (MCP)
The MCP Inspector is the reference developer tool for testing and debugging Model Context Protocol (MCP) servers. It ships as a single npm …
8410988active
alibaba/spring-ai-alibaba
Spring AI Alibaba is a production-ready agentic AI framework for Java developers, built on Spring AI and a DAG-based Graph runtime. It prov…
7710966active
xiaozhi-esp32
A self-hosted backend server for the xiaozhi-esp32 open-source smart hardware project, implementing the Xiaozhi communication protocol over…
8310810active
VoltAgent/voltagent
VoltAgent is an open-source TypeScript framework for building production-ready AI agents with memory, tools, RAG, guardrails, MCP, voice, a…
8210773active
xerj-org/xerj
XERJ is a Rust-based, single-binary search engine built for AI agents, offering BM25, kNN vector, and hybrid search with Elasticsearch-comp…
7710576active
open-jarvis/OpenJarvis
OpenJarvis is a Python framework for building local-first personal AI agents that run on your own hardware, with cloud APIs as an optional …
7010144active
yzhao062/pyod
PyOD is the most comprehensive Python library for anomaly detection, offering 60+ detectors across tabular, time series, graph, text, image…
9610026stable
companion-inc/feynman
Feynman is an open-source AI research agent that reads papers, searches the web, writes cited research drafts, plans experiments, and ranks…
789938active
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…
819697active
Mobilerun
Mobilerun is an open-source Python framework for controlling Android and iOS devices with LLM-powered agents using natural language command…
829613active
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…
839595active
Higress
Higress is a CNCF Sandbox, cloud-native AI-native API gateway built on Istio and Envoy, extensible with Wasm plugins written in Go, Rust, o…
999568active
qiye45/wechatDownload
A desktop tool for batch downloading WeChat Official Account (公众号) articles, saving them as html/mhtml/md/pdf/docx/csv and preserving embed…
849560active
databendlabs/databend
Databend is an open-source, cloud-native data warehouse built in Rust that runs entirely on object storage (S3, Azure, GCS). It unifies BI …
909471active
xberg-io/xberg
Xberg is a polyglot document intelligence framework with a Rust core that extracts text, metadata, tables, images, and structured data from…
889437active
oumi-ai/oumi
Oumi is an open-source Python framework and platform for the end-to-end lifecycle of open-weight LLMs: data synthesis, fine-tuning (SFT, Lo…
919407active
alvinunreal/oh-my-opencode-slim
A lightweight agent orchestration plugin for OpenCode that delegates tasks to a team of seven specialized sub-agents (Orchestrator, Explore…
789344active
MervinPraison/PraisonAI
PraisonAI is a Python multi-agent framework for building and deploying autonomous, self-improving AI agents with built-in memory, RAG, and …
899283active
open-pencil/open-pencil
OpenPencil is an open-source, AI-native design editor that opens and writes native Figma (.fig) files, with built-in AI chat that can creat…
839153active
EvoMap/evolver
Evolver is a Node.js-based self-evolving engine for AI agents built on the GEP (Gene Evolution Protocol), letting agents turn experience in…
779145active
openstatus
Openstatus is an open-source status page and uptime monitoring platform that monitors websites, APIs, and services from 28 global regions a…
739143active
maximhq/bifrost
Bifrost is a high-performance, open-source AI gateway written in Go that unifies access to 23+ LLM providers (OpenAI, Anthropic, AWS Bedroc…
849004active
iflytek/astron-agent
Astron Agent is an enterprise-grade, commercial-friendly agentic workflow platform for building, orchestrating, and deploying multi-agent A…
838910active
superradcompany/microsandbox
Microsandbox is a local-first microVM runtime and library for running untrusted workloads (AI agents, user code, plugins, CI jobs) inside f…
868761active
Jesse
Jesse is an open-source Python framework for researching, backtesting, optimizing, and live-trading cryptocurrency trading strategies. It i…
778660active
firerpa/lamda
FIRERPA (lamda) is an all-in-one Android device control platform whose server runs directly on the device (root or non-root) and exposes 16…
978593active
growthbook/growthbook
GrowthBook is an open-source platform for feature flags, A/B testing experimentation, and product analytics, deployable via Docker or as a …
948521active
AAswordman/Operit
Operit AI is an open-source AI agent and chat application for Android built with Kotlin and Jetpack Compose. It connects cloud or local LLM…
868416active
unicity-aos/capsule-fs
A Rust library providing filesystem tools (read, write, replace, grep, list, create, delete, move) for AI agents, exposed through a kernel-…
708390active
NullClaw
NullClaw is an autonomous AI assistant/agent runtime written in Zig, distributed as a tiny static binary (~678 KB, ~1 MB RAM, <2 ms startup…
698104active
webiny/webiny-js
Webiny is an open-source, self-hosted content platform built as a TypeScript framework that runs on AWS serverless infrastructure (Lambda, …
978047active
turbot/steampipe
Steampipe is a zero-ETL CLI tool that exposes APIs and cloud services as relational database tables so they can be queried live with standa…
977968active
Upsonic/Upsonic
Upsonic is a Python framework for building autonomous and traditional AI agents, with support for tools, memory, knowledge bases, RAG, mult…
717956active
rikkahub/rikkahub
RikkaHub is a native Android LLM chat client built with Kotlin and Jetpack Compose that supports switching between multiple AI providers su…
817859active
2FastLabs/agent-squad
Agent Squad is an open-source framework for orchestrating multiple AI agents, routing each user query to the most suitable specialized agen…
897780active
HKUDS/OpenSpace
OpenSpace is a skill management layer for AI agents that handles the full lifecycle of agent skills: retrieval, evaluation, sharing, and ev…
627756active
mufeedvh/code2prompt
Code2Prompt is a Rust-based CLI tool that converts an entire codebase into a single structured LLM prompt, including a source tree, file co…
667688active
samuelclay/NewsBlur
NewsBlur is an open-source personal RSS feed reader and social news network with intelligence training, full-text search, story archiving, …
967661active
tailcallhq/forgecode
ForgeCode is an open-source, Rust-based CLI coding agent (AI pair programmer) that integrates LLMs from 300+ providers directly into the te…
847637active
GoogleCloudPlatform/kubectl-ai
kubectl-ai is an AI-powered Kubernetes assistant that translates natural-language user intent into precise kubectl operations. It is a Go C…
717587active

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