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
devlikeapro/waha
WAHA is a self-hosted WhatsApp HTTP API that wraps multiple community engines (WEBJS, NOWEB, GOWS) behind a unified REST API and webhook in…
947580active
Kimi Code CLI
Kimi Code CLI (formerly Kimi CLI) is a terminal-based AI coding agent from Moonshot AI that reads and edits code, executes shell commands, …
747576active
ChatLab/ChatLab
ChatLab is an open-source, local-first desktop application (with an optional CLI) for analyzing chat histories from platforms like WhatsApp…
787503active
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…
797477active
repowise-dev/repowise
Repowise is a Python-based codebase intelligence tool that indexes code structure, call graphs, git history, tests, and architectural decis…
787464active
apache/hertzbeat
Apache HertzBeat is an AI-powered, agentless open-source real-time observability system that unifies metrics collection, log aggregation, a…
907435active
spinabot/brigade
Brigade is a self-hosted, MIT-licensed multi-agent runtime where a crew of AI agents on an org chart delegate work, switch models mid-task,…
737412active
Honcho
Honcho is an open-source memory infrastructure service for building stateful AI agents that maintain understanding of users, agents, groups…
827327active
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…
577324active
kyegomez/swarms
Swarms is an enterprise-grade Python framework for orchestrating multi-agent systems powered by large language models, offering prebuilt se…
667282active
Zipstack/unstract
Unstract is an open-source, LLM-driven platform that extracts structured JSON data from unstructured documents such as PDFs, images, and sc…
877270active
xerrors/Yuxi
Yuxi is a self-hosted, multi-tenant knowledge agent platform that unifies RAG, knowledge graph construction (Milvus + Neo4j), LangGraph mul…
847256active
opensquilla/opensquilla
OpenSquilla is a token-efficient, microkernel AI agent that routes each conversation turn to the cheapest capable LLM via a local model rou…
807069active
Openpanel-dev/openpanel
OpenPanel is an open-source web and product analytics platform serving as a Mixpanel alternative, offering funnels, cohorts, user profiles,…
697041active
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…
856916active
dataease/SQLBot
SQLBot is an open-source conversational data analysis (ChatBI) system that converts natural language questions into SQL queries using large…
866880active
olimorris/codecompanion.nvim
CodeCompanion.nvim is a Neovim plugin that integrates LLMs (Anthropic, OpenAI, Gemini, Copilot, Ollama, and more) and CLI coding agents (Cl…
876872active
reqable/reqable-app
Reqable is a cross-platform API debugging and testing application combining an MITM proxy for capturing HTTP(S) traffic with a full-feature…
876788active
superagent-ai/superagent
Superagent is an open-source SDK and platform for securing AI applications and agents, offering runtime guardrails that block prompt inject…
736759active
julep-ai/julep
Julep is an open-source framework and platform for building durable, composable AI agents as dataflows that can crash, resume, retry, and e…
656576active
airweave-ai/airweave
Airweave is an open-source context retrieval layer that connects to apps, databases, and documents and exposes their data through a single …
106558active
Spin
Spin is an open-source framework and CLI for building, deploying, and running event-driven serverless microservices as WebAssembly componen…
1006540active
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…
766516active
htmlstreamofficial/preline
Preline UI is an open-source Tailwind CSS component library offering prebuilt UI components, blocks, templates, and headless JavaScript plu…
946491active
kucherenko/jscpd
jscpd is a copy/paste detector that finds duplicated code blocks across 223+ programming languages and formats using the Rabin-Karp algorit…
996421active
Materialize
Materialize is a streaming database that uses incremental computation to maintain always-fresh, strongly consistent SQL views over data fro…
1006385active
wechatsync/Wechatsync
Wechatsync is an open-source Chrome extension that syncs articles from WeChat Official Accounts (or any webpage) to 29+ content platforms l…
576380active
sanity-io/sanity
Sanity Studio is an open-source, fully customizable headless CMS application built with React and TypeScript for rapidly configuring conten…
936338active
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…
866338active
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…
846338active
TableProApp/TablePro
TablePro is a free, open-source, native macOS (and iOS/iPadOS) database client supporting 29 SQL and NoSQL engines through native drivers, …
806286active
Eigenwise/atomic-agents
Atomic Agents is a lightweight, modular Python framework for building agentic AI pipelines and applications from small, composable componen…
916284active
Bright Data MCP
The official Bright Data CLI (npm package @brightdata/cli) providing terminal access to Bright Data's web scraping, search, and structured …
816261active
JimmyLv/BibiGPT-v1
BibiGPT is an AI-powered web application that summarizes videos and audio from platforms like Bilibili, YouTube, TikTok, and podcasts, gene…
546241active
lightdash/lightdash
Lightdash is an open-source, agentic business intelligence platform that lets data teams define governed metrics, dashboards, AI agents, an…
966198active
Semantic Kernel
Semantic Kernel is a model-agnostic SDK and orchestration framework from Microsoft for building AI agents and multi-agent systems in .NET, …
9428687maintenance
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 …
936145active
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…
996110active
baserow/baserow
Baserow is an open-source, no-code platform for building databases, applications, automations, dashboards, and AI agents, positioned as an …
986094active
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 …
766083active
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…
766064active
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…
976023active
generalaction/emdash
Emdash is an open-source desktop application (Agentic Development Environment) for running multiple AI coding agents in parallel, each isol…
815986active
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-…
835964active
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…
705939active
likec4/likec4
LikeC4 is a modeling language (DSL) and toolchain for describing software architecture as code, inspired by the C4 Model and Structurizr DS…
945930active
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…
855903active
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…
835813active
AidLux (AidLearning)
AidLux (originally AidLearning) is an AIoT development platform that runs a native Ubuntu Linux environment with GUI, deep learning tooling…
635812active
mayswind/ezbookkeeping
ezBookkeeping is a lightweight, self-hosted personal finance and bookkeeping application built with Go and Vue.js. It supports transaction …
955796active
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…
915761active
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,…
665735active
Gen-Verse/OpenClaw-RL
OpenClaw-RL is a framework for training personalized AI agents through reinforcement learning using natural conversation as feedback. It us…
495722active
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…
935670active
trailbaseio/trailbase
TrailBase is an open-source, single-executable Firebase alternative built on Rust, SQLite (with experimental Postgres support), and Wasmtim…
845638active
useplunk/plunk
Plunk is an open-source, self-hostable email platform combining transactional email sending (API and SMTP), marketing campaigns, and event-…
895499active
ServiceStack
ServiceStack is a full-featured, message-based web services framework for .NET that lets you declare typed Request DTOs once and generate A…
985496active
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…
305477active
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…
835420active
lingodotdev/lingo.dev
Lingo.dev is an open-source localization engineering toolkit that turns LLMs into stateful translation APIs, persisting glossaries, brand v…
895398active
aipoch/open-science
Open Science is an open-source, local-first, model-agnostic AI research workbench for reproducible scientific research. It combines a coord…
775331active
hahwul/dalfox
Dalfox is an open-source XSS vulnerability scanner written in Rust that automates discovery, injection, and DOM/AST-level verification of r…
995326active
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 …
865258active
zhkl0228/unidbg
A Java-based framework that emulates Android (and experimentally iOS) native libraries on non-ARM hosts, including JNI, syscalls, and ARM32…
765244active
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-…
915207active
fallow
Fallow is a Rust-based CLI that performs static analysis of TypeScript and JavaScript codebases, detecting unused code, duplication, circul…
795189active
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…
745174active
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…
815124active
icip-cas/PPTAgent
PPTAgent is an agentic Python framework that automatically generates PowerPoint presentations from documents using a two-stage, edit-based …
795122active
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…
795100active
facebook/memlab
MemLab is an end-to-end testing and analysis framework from Meta for detecting JavaScript memory leaks and optimization opportunities. It d…
775068active
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…
775050active
Magic
MagiCrew (dtyq/magic) is an open-source, enterprise-grade all-in-one AI productivity platform combining a generalist AI agent, workflow eng…
605049active
apache/iggy
Apache Iggy is a high-performance, persistent message streaming platform written in Rust, supporting TCP, QUIC, HTTP, and WebSocket transpo…
925035active
Gaia node
GaiaNet node is a shell-based installer and runtime for running your own decentralized AI agent service locally. It deploys an LLM inferenc…
455015active
MockServer
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…
1004995active
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…
764986active
apple/embedding-atlas
Embedding Atlas is an open-source tool from Apple for interactive visualization of large embeddings and their metadata, supporting clusteri…
864969active
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…
994917stable
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, …
944898active
TestSprite/testsprite-cli
TestSprite's official open-source CLI that uses AI to generate and run end-to-end tests against a live app from the terminal, reporting exa…
824881active
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,…
794842active
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…
934835active
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…
814810active
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…
874728active
u14app/deep-research
Deep Research is a web application that uses any large language model (Gemini, OpenAI, Anthropic, DeepSeek, Grok, Ollama, etc.) combined wi…
664691active
o2oa/o2oa
O2OA is a 100% open-source (AGPL-3.0) enterprise office automation (OA) and collaboration platform built on a JavaEE distributed architectu…
754683active
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…
764673active
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…
864646active
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…
1004624stable
JetBrains/koog
Koog is a JetBrains-built Kotlin/Java framework for creating fault-tolerant, enterprise-ready AI agents on the JVM, with multiplatform depl…
864617active
kirodotdev/KiroCrew
Kiro Crew is an open-source persistent development workspace where AI agent crews run multi-step tasks unattended, remember context across …
814534active
CISO Assistant
CISO Assistant is an open-source, self-hostable GRC (Governance, Risk, and Compliance) platform covering risk management, compliance and au…
914521active
pydantic/logfire
Pydantic Logfire is an AI observability platform built on OpenTelemetry that traces LLM calls, agent runs, and application telemetry in one…
864512active
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…
584511active
Firebase CLI
The official Firebase Command Line Interface for testing, managing, and deploying Firebase projects from the terminal. It also ships the of…
954477active
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…
674445active
zgsm-ai/costrict
CoStrict is an open-source, enterprise-focused AI coding assistant delivered as VS Code and JetBrains extensions, offering strict-mode code…
814444active
docker/docker-agent
Docker Agent is an open-source CLI (and Docker CLI plugin) that lets developers build, run, and share AI agents defined declaratively in YA…
804433active
dagucloud/dagu
Dagu is a self-hostable, local-first workflow orchestrator that runs DAGs defined in declarative YAML over existing shell scripts, Docker c…
964417active

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