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
ModelEngine-Group/nexent
Nexent is a zero-code, self-hosted platform for auto-generating production-grade AI agents from natural language prompts, built on Harness …
876001active
Coding-Solo/godot-mcp
A Model Context Protocol (MCP) server that lets AI assistants interface with the Godot game engine. It provides tools for launching the God…
525989active
zhongerxin/Cowart
Cowart is a Codex plugin that provides a native infinite canvas widget built on tldraw for brainstorming, annotating images, and AI-driven …
585982active
21st-dev/magic-mcp
Magic MCP is a legacy compatibility proxy package that forwards MCP requests to the unified 21st MCP server, which lets AI coding agents li…
735972active
sooperset/mcp-atlassian
A Model Context Protocol (MCP) server that connects AI assistants like Claude Desktop and Cursor to Atlassian Jira and Confluence, supporti…
805949active
asciimoo/hister
Hister is a self-hosted, privacy-focused personal search engine that indexes the full contents of visited web pages and local files. It off…
825936active
Klavis-AI/klavis
Klavis AI is an open-source MCP (Model Context Protocol) integration platform that lets AI agents connect to 100+ prebuilt tool integration…
595814active
Cloudflare Agents SDK
A TypeScript SDK for building persistent, stateful AI agents on Cloudflare Workers, powered by Durable Objects. Each agent gets durable ide…
845800active
Galaxy-Dawn/claude-scholar
A semi-automated research assistant framework that augments AI coding agents (Claude Code, Codex CLI, Kimi Code CLI, OpenCode) with workflo…
595788active
OpenBMB/UltraRAG
UltraRAG is a low-code Python framework from OpenBMB for building complex RAG pipelines using MCP servers and YAML-based orchestration with…
855706active
agentscope-ai/AgentTeams
AgentTeams is an open-source collaborative multi-agent runtime platform that orchestrates multiple Agent containers using a Manager-Workers…
815698active
executeautomation/mcp-playwright
A Model Context Protocol (MCP) server that exposes Playwright browser automation to LLM clients like Claude Desktop, Cline, and Cursor IDE.…
445664active
bethington/ghidra-mcp
A Model Context Protocol (MCP) server and Ghidra plugin exposing 250+ tools that let AI agents drive Ghidra's reverse engineering capabilit…
815661active
Excalidraw
An MCP (Model Context Protocol) server that lets AI clients like Claude and ChatGPT generate and stream interactive hand-drawn Excalidraw d…
555516active
Claude Desktop for Linux (unofficial repackaging)
An unofficial repackaging project that distributes Anthropic's official Claude Desktop Linux .deb as .rpm, AppImage, Nix flake, and AUR pac…
855468active
54yyyu/zotero-mcp
A Model Context Protocol (MCP) server that connects a Zotero research library to AI assistants like Claude, ChatGPT, Cursor, and Cherry Stu…
885420active
breaking-brake/cc-wf-studio
CC Workflow Studio is a VSCode extension (with companion CLI and MCP packages) for visually designing AI agent workflows on a canvas and ex…
755394active
nanbingxyz/5ire
5ire is a cross-platform desktop AI assistant and MCP (Model Context Protocol) client that connects to major LLM providers like OpenAI, Ant…
805354active
openclaw/Peekaboo
Peekaboo is a macOS CLI and menu-bar app that captures screenshots, inspects the accessibility tree, and automates native UI interactions l…
875337active
FunnyWolf/Viper
VIPER is a self-hosted red teaming and adversary simulation platform with a web UI, 100+ post-exploitation modules covering MITRE ATT&CK, a…
795327active
iflytek/astron-rpa
AstronRPA is an open-source enterprise-grade Robotic Process Automation desktop application with a visual low-code/no-code designer for aut…
695276active
Waishnav/devspace
DevSpace is a self-hosted MCP server and CLI that gives ChatGPT or Claude Web a secure connection to your local machine so they can read, e…
785183active
MCP-UI-Org/mcp-ui
mcp-ui is an SDK implementing the MCP Apps standard for delivering interactive UI over the Model Context Protocol. It provides client SDKs …
725169active
exa-labs/exa-mcp-server
An open-source MCP (Model Context Protocol) server that connects AI assistants and agents to Exa's web search, code search, content fetchin…
665112active
Home Assistant MCP Server
An unofficial Model Context Protocol (MCP) server that lets AI assistants like Claude Desktop, Claude.ai, and ChatGPT control Home Assistan…
815100active
Ryze AI Marketing MCP
A unified MCP (Model Context Protocol) server exposing 250+ tools for managing Google Ads, Meta (Facebook/Instagram) Ads, and Google Analyt…
605083active
TabularisDB/tabularis
Tabularis is an open-source desktop SQL workspace client supporting PostgreSQL, MySQL/MariaDB, SQLite, and 15+ other databases like DuckDB,…
775081active
openclaw/mcporter
MCPorter is a TypeScript runtime and CLI for discovering, inspecting, and calling Model Context Protocol (MCP) servers without boilerplate.…
805070active
elementalsouls/Claude-BugHunter
A Claude Code skill bundle that turns Claude into a bug-hunting and red-team assistant, with 83 skills, 15 slash commands, and 681 disclose…
755041active
AG2
AG2 (formerly AutoGen) is an open-source Python framework for building AI agents and orchestrating multi-agent systems, supporting LLM inte…
855003active
campfirein/byterover-cli
ByteRover CLI (brv) is a TypeScript-based interactive REPL/TUI tool that gives AI coding agents a persistent, structured memory layer via a…
104958active
atilaahmettaner/tradingview-mcp
An MCP server exposing TradingView market data, technical indicators, screeners, and backtesting as tools for AI assistants like Claude, Ch…
634957active
withcoral/coral
Coral is a local SQL query engine that exposes APIs, files, and live data sources as read-only tables you can query and join with standard …
794943active
SolaceLabs/solace-agent-mesh
Solace Agent Mesh is an open-source Python framework for building event-driven multi-agent AI systems where specialized agents collaborate …
104923active
ACI.dev
ACI.dev is an open-source tool-calling platform that connects 600+ SaaS tools to AI agents and agentic IDEs via direct function calling or …
594905active
benjitaylor/agentation
Agentation is a React component (npm package) that adds a floating toolbar to web apps, letting users click elements, select text, and anno…
814892active
eastlondoner/vibe-tools
vibe-tools is a TypeScript CLI that gives AI coding agents like Cursor an 'AI team' of subagents and advanced skills such as browser automa…
354822active
zerx-lab/FluxDown
FluxDown is a free, open-source, multi-protocol download manager built with a Rust/Tokio engine and a Flutter UI, supporting HTTP/HTTPS, FT…
774819active
WorldBrain/Memex
Memex is a browser extension (Chrome/Firefox) for curating, annotating, highlighting, tagging, and full-text searching web content and PDFs…
444722active
inkeep/open-knowledge
OpenKnowledge is an AI-native WYSIWYG markdown editor and knowledge base app for humans and LLM agents, available as a desktop app (macOS, …
784643active
NateBJones-Projects/OB1
Open Brain is a self-hosted personal memory infrastructure combining a vector-search database, an AI gateway, and an MCP server so any AI t…
584632active
VRSEN/agency-swarm
Agency Swarm is a Python framework for building multi-agent AI applications on top of the OpenAI Agents SDK. It lets developers define spec…
914601active
phodal/auto-dev
AutoDev is an AI-native multi-agent coding development platform built on Kotlin Multiplatform, distributed as an IntelliJ IDEA plugin, VS C…
804548active
Embabel Agent Framework
Embabel Agent is an agentic AI framework for the JVM, written in Kotlin with first-class Java and Spring Boot support. It provides typed, g…
874513active
IvanMurzak/Unity-MCP
A Unity plugin, MCP server, and CLI that lets AI agents (Claude, Cursor, Copilot, Gemini, Codex, etc.) build, edit, and playtest Unity game…
844490active
MarkusPfundstein/mcp-obsidian
An MCP (Model Context Protocol) server that lets AI assistants like Claude interact with an Obsidian vault through the Local REST API commu…
634436active
Observal/Observal
Observal is a self-hosted registry and control plane for coding agent extensions such as Skills, MCP servers, and Agents, with a built-in i…
824429active
jupyterlab/jupyter-ai
Jupyter AI is an open-source JupyterLab extension that connects agentic AI assistants to computational notebooks via the Agent Client Proto…
964420active
GPT-Vis
A Model Context Protocol (MCP) server, written in TypeScript, that exposes tools for generating 26+ chart types using the AntV visualizatio…
714391active
open-webui/mcpo
mcpo is a lightweight Python proxy that takes any MCP (Model Context Protocol) server command and exposes its tools as a standard OpenAPI-c…
644385active
microsoft/flint-chart
Flint is a visualization intermediate language and TypeScript library that compiles compact, human-editable chart specs into Vega-Lite, ECh…
784370active
Cloudflare MCP Server
A collection of Model Context Protocol (MCP) servers from Cloudflare that let MCP clients like Cursor or Claude manage Cloudflare services …
814365active
Spec Workflow
A Model Context Protocol (MCP) server that provides structured spec-driven development workflow tools for AI-assisted software development.…
554293active
Manavarya09/design-extract
designlang is an open-source CLI (npx designlang <url>) that uses a Playwright-driven headless browser to reverse-engineer any website's de…
814275active
CodeGraphContext/CodeGraphContext
CodeGraphContext (CGC) is an MCP server and CLI tool that indexes local codebases into a graph database, exposing code structure and relati…
824251active
haris-musa/excel-mcp-server
A Model Context Protocol (MCP) server that lets AI agents create, read, and modify Excel workbooks without Microsoft Excel installed. It su…
884245active
basicmachines-co/basic-memory
Basic Memory is an open-source, local-first MCP server that gives AI assistants persistent memory as a knowledge graph of plain Markdown fi…
834235active
Chevey339/kelivo
Kelivo is an open-source, cross-platform LLM chat client built with Flutter that runs on Android, iOS, HarmonyOS, Windows, macOS, and Linux…
844176active
nageoffer/ragent
Ragent AI is a production-grade Java platform for building Agentic RAG applications, covering document ingestion, hybrid retrieval (vector,…
764164active
kagent-dev/kagent
kagent is a Kubernetes-native framework for building, deploying, and managing AI agents as first-class Kubernetes resources via CRDs. It su…
844047active
OpenBMB/PilotDeck
PilotDeck is an open-source, task-oriented AI agent productivity platform built around the concept of 'WorkSpace', developed by THUNLP, Mod…
804031active
sourcebot-dev/sourcebot
Sourcebot is a self-hosted code search and code intelligence platform that indexes repos across GitHub, GitLab, Bitbucket, Azure DevOps, Ge…
873990active
yuruotong1/autoMate
autoMate is a self-hosted local automation assistant and MCP tool server that gives AI clients persistent notes, files, reminders, memory, …
833965active
parcadei/Continuous-Claude-v3
A framework that turns Claude Code into a persistent, multi-agent development environment with context management across sessions. It uses …
423944active
remorses/playwriter
Playwriter is a Chrome extension plus CLI/MCP tool that lets AI agents control your real, already-logged-in Chrome browser by executing Pla…
813923active
openai/openai-agents-js
A lightweight, provider-agnostic TypeScript/JavaScript framework from OpenAI for building multi-agent LLM workflows, including text agents,…
823921active
yvgude/lean-ctx
LeanCTX is a local-first Rust binary that acts as a context engineering layer for AI coding agents, providing an MCP server, shell output c…
773868active
skyhook-io/radar
Radar is an open-source Kubernetes UI and visibility tool shipped as a single Go binary, offering topology, event timelines, Helm, GitOps, …
793866active
nowork-studio/notfair-plugin
An open-source collection of 45 marketing skills (SEO, GEO/AEO, paid media, analytics) packaged as a Claude Code plugin and MCP connector f…
583853active
midday-ai/packrun
packrun.dev is a web service and MCP server that scores, compares, and ranks npm packages across 50+ categories using live metrics like dow…
493837active
stickerdaniel/linkedin-mcp-server
An open-source MCP server that gives AI assistants like Claude and ChatGPT access to LinkedIn data (profiles, companies, jobs, messages) th…
833800active
tutti-os/tutti
Tutti is a local-first desktop workspace where multiple AI coding agents (Claude Code, Codex, Cursor, OpenCode) share one real-time context…
763791active
microsoft/mcp
Microsoft's official catalog and monorepo of MCP (Model Context Protocol) server implementations, including Azure MCP and Microsoft Fabric …
843788active
google-antigravity/antigravity-sdk-python
A Python SDK for building AI agents powered by Google Antigravity and Gemini, abstracting the agentic loop behind a stateful, secure infras…
593744active
springdoc-openapi
springdoc-openapi is a Java library that automatically generates OpenAPI 3 API documentation for Spring Boot applications, with built-in Sw…
943738stable
keenthemes/reui
ReUI is an open-source shadcn/ui-compatible component registry offering 1,000+ free React components and blocks built with Tailwind CSS, Ra…
663732active
loov/lensm
Lensm is a GUI tool for viewing Go assembly alongside source code, with support for C/C++/Rust binaries via symbol tables and DWARF debug i…
643690active
Deepractice/PromptX
PromptX is an AI Agent Context Platform built on the Model Context Protocol (MCP) that injects professional AI roles, a cognitive memory sy…
663686active
OpenSumi IDE
OpenSumi is a TypeScript framework for building AI-native IDE products, supporting both Electron desktop and web-based (WebIDE) deployments…
773656active
laravel/boost
Laravel Boost is an official MCP (Model Context Protocol) server that gives AI coding agents like Claude Code and Cursor deep insight into …
823655active
LangChain
A lightweight Python library that adapts Anthropic Model Context Protocol (MCP) tools into LangChain/LangGraph-compatible tools. It provide…
103650active
bytebase/dbhub
DBHub is a minimal, token-efficient MCP server that lets AI clients like Claude, Cursor, and VS Code connect to and explore PostgreSQL, MyS…
863621active
davepoon/buildwithclaude
A curated plugin marketplace and discovery hub for Claude Code, Claude Desktop, Agent SDK, and OpenClaw, aggregating agents, slash commands…
673614active
grafana/mcp-grafana
A Model Context Protocol (MCP) server for Grafana that exposes Grafana instances and their ecosystem to AI assistants like Claude Desktop a…
853584active
samuelgursky/davinci-resolve-mcp
A Model Context Protocol (MCP) server that lets AI assistants like Claude control DaVinci Resolve Studio through its official Scripting API…
843575active
swarmpit/swarmpit
Swarmpit is a lightweight, self-hosted web UI for managing Docker Swarm clusters, covering stacks, services, secrets, volumes, and networks…
743495active
i-am-bee/beeai-framework
BeeAI Framework is an open-source, Linux Foundation-hosted framework for building production-grade multi-agent AI systems in Python and Typ…
863436active
NotebookLM MCP
An MCP server and Claude Code skill that lets AI coding agents chat directly with Google NotebookLM notebooks, returning source-grounded, c…
103432active
chrisvel/tududi
Tududi is a self-hosted, open-source task management and life organization app built with React and Express/TypeScript. It organizes tasks,…
903417active
Netw0rkNoob/VulnClaw
VulnClaw is an AI-driven penetration testing CLI tool that combines an LLM agent, MCP toolchain, and curated pentest skills to automate the…
793397active
crystaldba/postgres-mcp
Postgres MCP Pro is an open-source Model Context Protocol (MCP) server that gives AI agents and developers safe, configurable read/write ac…
633388active
taylorwilsdon/google_workspace_mcp
A comprehensive Model Context Protocol (MCP) server and CLI tool that gives AI assistants like Claude and ChatGPT full natural-language con…
833377active
HiThink-Tech/Financial-API
Official Tonghuashun (HiThink) A-share financial data service offering real-time and historical stock quotes, financial statements, valuati…
783369active
Metorial
Metorial is an open-source identity and access control plane for AI agents, providing 1200+ verified MCP integrations with centralized auth…
633356active
fuxicodex/Fuxi
FuXi is a terminal-based AI coding agent built in Go that reads code, edits files, runs commands, and drives tools through a rich TUI using…
783341active
giancarloerra/SocratiCode
SocratiCode is a codebase context engine distributed as an MCP server, Claude Code plugin, and VS Code extension that indexes code, depende…
823336active
sentrux/sentrux
Sentrux is a pure-Rust static analysis tool that computes a single architectural quality score (0–10,000) from five graph-theoretic root-ca…
563289active
FastMCP
FastMCP is a TypeScript framework for building MCP (Model Context Protocol) servers with tools, resources, prompts, sessions, and authentic…
823269active
Harbor
Harbor is a CLI tool that spins up a complete, pre-wired local LLM stack with a single command, using Docker Compose to orchestrate hundred…
843241active
makecindy/cindy
Cindy is an open-source AI agent client (desktop and mobile apps) that unifies multiple agent harnesses like Claude Code, Codex, and Pi wit…
813227active

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