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
signerlabs/Klee
Klee is a native macOS AI chat application that runs large language models entirely on-device using Apple's MLX framework on Apple Silicon.…
501765active
yincongcyincong/MuseBot
MuseBot is a self-hosted Go chatbot application that connects messaging platforms (Telegram, Discord, Slack, Lark/Feishu, DingTalk, WeCom, …
841743active
SonicJs-Org/sonicjs
SonicJS is an open-source, edge-native headless CMS built for Cloudflare Workers using TypeScript, Hono, D1, and R2, with sub-100ms API res…
951742active
kwaroran/Risuai
RisuAI is a cross-platform AI roleplay and character chatting application built with Svelte, TypeScript, and Tauri. It acts as a frontend f…
911737active
classroomio/classroomio
ClassroomIO is an open-source learning management system (LMS) for companies to run employee compliance training, customer education, and p…
731726active
Culebra/AndroidViewClient
AndroidViewClient/culebra is a pure Python library and toolset for Android UI test automation, acting as a ViewServer and ADB client that e…
881719active
openkursar/hello-halo
Halo is an open-source desktop AI workstation that wraps frontier coding agents like Claude Code and Codex in a visual GUI, with a pluggabl…
811719active
Pentest AI
pentest-ai is an MIT-licensed local CLI and MCP server that turns Claude Code (or any LLM) into an offensive security assistant, pairing 50…
791717active
glidea/zenfeed
zenfeed is a self-hosted AI-powered RSS reader and information hub built in Go. It aggregates RSS feeds, uses LLMs to filter, summarize, an…
621716active
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…
801715active
mateaix/matecloud
MateCloud is a Java-based microservices scaffold built on Spring Boot 4, Spring Cloud 2025, Spring Cloud Alibaba, and Dubbo 3, offering gat…
821711active
gi-dellav/zerostack
zerostack is a minimal coding agent written in Rust, optimized for a tiny memory footprint (~16 MB RAM) and fast performance. It provides a…
811708active
aklivity/zilla
Zilla is a stateless, multi-protocol gateway for event-driven applications and AI agents, exposing Kafka and MQTT over HTTP, SSE, gRPC, MQT…
1001707active
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.…
581704active
kubeshop/testkube
Testkube is an open testing platform that orchestrates, executes, and analyzes automated tests inside Kubernetes infrastructure using any c…
951671active
steipete/birdclaw
Birdclaw is a local-first Twitter/X workspace that imports your Twitter archive into a local SQLite database with FTS5 full-text search, ex…
831667active
Agently
Agently is a Python framework for building production-grade GenAI applications with structured outputs, observable actions, MCP/tool integr…
921656active
Korea Investment Open Trading API
Official sample code repository from Korea Investment & Securities for their Open Trading API (KIS Developers), providing Python examples f…
771653active
badlogic/lemmy
A TypeScript monorepo providing a unified LLM interface library across Anthropic, OpenAI, and Google providers, plus a terminal UI framewor…
321646active
TailGrids/tailgrids
Tailgrids is an open-source React UI component library built on Tailwind CSS, offering 100+ production-ready, accessible, customizable comp…
901644active
AnalyseDeCircuit/oxideterm
OxideTerm is an open-source, local-first desktop workspace for remote server operations, combining SSH/Mosh/Telnet/Serial terminals, SFTP, …
781638active
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…
831637active
deepentropy/tvscreener
An unofficial Python library wrapping TradingView's Screener API to query stocks, crypto, forex, bonds, futures, and coins, returning resul…
941636active
rulego/rulego
RuleGo is a lightweight, high-performance, embedded rule engine and component orchestration framework for Go. It lets developers compose re…
881621active
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…
821618active
uber/ADR
ADR (Agentic AI Detection and Response) is an open-source enterprise security framework for AI agents, providing endpoint discovery of AI t…
661618active
ModernRelay/omnigraph
Omnigraph is a lakehouse-native graph database written in Rust that stores versioned graphs on object storage using the Lance format, with …
821616active
actionbook/actionbook
Actionbook is an AI agent that lives in a Chrome side panel and operates websites on your behalf, reading data behind logins and paywalls a…
711607active
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…
651604active
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…
811594active
BAI-LAB/MemoryOS
MemoryOS is a Python library that provides an operating-system-inspired memory layer for personalized AI agents, using a hierarchical short…
591593active
axoviq-ai/synthadoc
Synthadoc is an open-source, domain-agnostic LLM knowledge compilation engine that transforms raw documents into structured, human-readable…
821587active
openchoreo/openchoreo
OpenChoreo is an open-source internal developer platform (IDP) for Kubernetes that bundles platform abstractions, a Backstage-powered devel…
851584active
steedos/steedos-platform
Steedos Platform is an open-source, metadata-driven low-code platform for building enterprise applications (CRMs, ERPs, approval workflows)…
851581active
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…
651560active
Prismer-AI/PrismerCloud
Prismer Cloud is a hosted/self-hostable knowledge infrastructure platform for AI agents, providing context fetching and compression, docume…
681558active
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…
841548active
LitterBox
LitterBox is a self-hosted payload-analysis sandbox for red teams that runs static, dynamic, and EDR-based analysis on samples and produces…
571544active
RTGS2017/NagaAgent
NagaAgent is a desktop AI personal assistant framework with an anime (Live2D) virtual character, built in Python with an Electron front end…
781542active
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,…
771537active
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…
841536active
dyoshikawa/rulesync
Rulesync is a Node.js CLI tool that generates configuration files for various AI coding assistants (Claude Code, Cursor, Copilot, Gemini CL…
831535active
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…
561532active
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…
801531active
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…
811529active
orangecoding/fredy
Fredy is a self-hosted Node.js application that continuously scrapes European real estate portals like ImmoScout24, Immowelt, Kleinanzeigen…
931528active
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…
941527active
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…
931523active
NPC-Worldwide/npcpy
npcpy is a Python library providing primitives for building applications with multimodal LLMs, agentic AI, and knowledge graphs. It support…
841509active
Open-Source-Legal/OpenContracts
OpenContracts is a self-hosted, MIT-licensed document intelligence platform that turns document repositories into a programmable citation g…
891508active
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…
101498active
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…
581490active
datalevin/datalevin
Datalevin is a durable Datalog database built on LMDB that unifies relational, graph, document, key-value, full-text, and vector search in …
1001486active
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…
791479active
chocoford/ExcalidrawZ
ExcalidrawZ is a native Excalidraw client for macOS, iPadOS, and iOS built with SwiftUI. It wraps the familiar Excalidraw canvas with nativ…
961478active
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…
921477active
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 …
651476active
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…
801467active
JailbrokenAI/wallbreaker
Wallbreaker is a Claude-Code-style terminal harness for red-teaming LLMs, driving an autonomous agent loop that runs jailbreak attacks (PAI…
541464active
getprobo/probo
Probo is an open-source, self-hostable governance, risk, and compliance (GRC) platform for engineering and security teams, covering risk ma…
841460active
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…
721458active
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 …
711458active
superloglabs/superlog
Superlog is an open-source agentic observability platform that ingests OpenTelemetry traces, logs, and metrics, groups noisy error signals …
571457active
vitalops/openvibe
Openvibe is a Python implementation of opencode, an open-source AI coding agent that runs terminal commands, edits files, and executes agen…
581450active
alookai/alook
Alook is a Discord-style collaboration workspace where humans and local AI coding agents (Claude Code, Codex, Cursor, OpenCode) share rooms…
791426active
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…
311418active
cloudposse/atmos
Atmos is an open-source CLI runtime for infrastructure that orchestrates Terraform, OpenTofu, Kubernetes, Helm, and containers through decl…
961405active
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…
811404active
marmelab/atomic-crm
Atomic CRM is a free, open-source, full-featured customer relationship management application built with React, shadcn/ui, and Supabase. It…
831394active
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,…
801387active
Mirobody
Mirobody is an open-source, AI-native health data engine that collects readings from lab reports, wearables, and genomics, standardizes the…
841385active
anypost/emailmd
emailmd is a TypeScript library and CLI that converts markdown into responsive, email-safe HTML (via MJML) that renders correctly across Gm…
821380active
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…
731380active
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 …
631377active
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…
811374active
LangChain4j AIDeepin
LangChain4j-AIDeepin is an open-source, self-hostable AI application platform built on Spring Boot, LangChain4j, and LangGraph4j with Vue 3…
911372active
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…
571372active
ChatWise
ChatWise is a fast, privacy-friendly desktop AI chatbot client that connects to multiple LLM providers (OpenAI, Anthropic, Google, Groq, Ol…
671371active
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…
841370active
Team-Commonly/commonly
Commonly is an open-source, self-hostable workspace where humans and multiple AI agents (Claude Code, Codex, OpenClaw, or custom runtimes) …
841364active
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…
531364active
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…
771359active
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 …
761352active
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 …
441352active
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…
791336active
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…
811333active
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…
841331active
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…
981329active
AgentKit
AgentKit is Coinbase Developer Platform's framework- and wallet-agnostic toolkit that gives AI agents a crypto wallet and the ability to pe…
661324active
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…
621322active
coollabsio/jean
Jean is a local-first desktop application (built with Tauri, React, and Rust) that provides a unified workspace for managing multiple codin…
781321active
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…
101318active
LangChat/langchat
LangChat is a Java-based enterprise AIGC platform for building AI knowledge bases, chatbots, and agent applications with multi-provider LLM…
671313active
cased/kit
kit is a Python toolkit for code intelligence and context engineering, providing codebase mapping, tree-sitter-based symbol extraction, gre…
521311active
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…
841309active
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…
701309active
BetterDB-inc/monitor
BetterDB Monitor is a self-hostable observability platform for Valkey and Redis that persists slowlogs, command history, client analytics, …
781304active
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…
761301active
TanStack/cli
The official TanStack CLI for scaffolding and managing TanStack Start and TanStack Router applications, with composable add-ons for auth, d…
791299active
SmythOS/sre
SmythOS Runtime Environment (SRE) is an open-source, cloud-native runtime, SDK, and CLI for building and running production AI agents acros…
491292active

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