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
GuDaStudio/codexmcp
CodexMCP is an MCP server that bridges Claude Code and OpenAI Codex CLI, letting the two AI coding agents collaborate with each other. It a…
441999active
alpic-ai/skybridge
Skybridge is a full-stack TypeScript framework for building MCP Apps and ChatGPT Apps with type-safe tool definitions and React views rende…
801987active
777genius/agent-teams-ai
A free Electron desktop app for orchestrating teams of AI agents that handle tasks autonomously, message each other, and review each other'…
801986active
microsoft/azure-devops-mcp
An MCP (Model Context Protocol) server from Microsoft that exposes Azure DevOps capabilities—projects, repos, builds, work items, test plan…
841980active
forloopcodes/contextplus
Context+ is an MCP server that gives AI coding agents semantic understanding of large codebases by combining RAG embeddings, Tree-sitter AS…
561976active
glittercowboy/taches-cc-resources
A curated collection of custom Claude Code resources including 27 slash commands, 9 skills, and 3 auditor subagents for structured workflow…
501971active
mixelpixx/KiCAD-MCP-Server
A Model Context Protocol (MCP) server that lets AI assistants like Claude directly control KiCAD for printed circuit board design. It expos…
851957active
vmoranv/jshookmcp
An MCP server exposing 600+ tools across 34 domains for JavaScript reverse engineering and security research, including browser automation,…
591954active
RedPlanetHQ/core
CORE is an open-source, self-hosted personal AI operating system that runs as an always-on assistant with persistent memory and integration…
811950active
IDA-NO-MCP
A collection of reverse engineering skills (prompt/plugin packages) for AI coding assistants like Claude Code, designed to work with IDA-NO…
581946active
zereight/gitlab-mcp
A Model Context Protocol (MCP) server exposing GitLab APIs (projects, merge requests, issues, pipelines, wikis, releases, and more) to AI c…
831926active
hi-godot/godot-ai
A Godot engine plugin paired with an MCP server that connects AI assistants like Claude Code and Codex to a live Godot editor. It exposes ~…
771926active
omnimind-ai/OmniBot
OpenOmniBot (OmniBot) is an on-device AI agent app for Android, built with a native Kotlin host and Flutter UI, that runs a full understand…
821923active
yomorun/yomo
YoMo is an open-source serverless LLM function calling framework for building fast, geo-distributed AI agents, written in Rust with a QUIC-…
981920active
neka-nat/freecad-mcp
A Model Context Protocol (MCP) server and FreeCAD addon that lets Claude Desktop control FreeCAD for 3D CAD design tasks. It exposes FreeCA…
711914active
aeonfun/opendia
OpenDia is an open-source browser extension (npm package) that connects your Chrome, Arc, or Firefox browser to AI models via the Model Con…
831913active
doobidoo/mcp-memory-service
A self-hosted persistent memory service for AI agents and Claude, exposing storage and semantic retrieval via REST API, MCP, OAuth, CLI, an…
841907active
LetsFG/LetsFG
LetsFG is an agent-native flight and hotel search and booking platform exposing its engine via a REST API, an MCP server, a CLI, and Python…
811905active
CoderGamester/mcp-unity
A Unity Editor plugin implementing the Model Context Protocol (MCP) that lets AI coding assistants like Cursor, Claude Code, Codex, and Win…
841876active
databricks-solutions/ai-dev-kit
A Databricks Field Engineering toolkit that provides skills, an MCP server, and a Builder App for AI coding agents working with the Databri…
801872active
HiThink-Tech/Financial-API
Official Tonghuashun (HiThink) A-share financial data service offering real-time and historical stock quotes, financial statements, valuati…
801871active
Stack-Cairn/LiveAgent
LiveAgent is a local-first AI agent desktop client built with Tauri 2, React, Rust, and Go, supporting multi-model access and local tool ex…
811861active
MicrosoftDocs/mcp
Microsoft's official Model Context Protocol (MCP) server and CLI that gives LLMs and AI agents real-time access to trusted Microsoft Learn …
621859active
helallao/perplexity-ai
An unofficial Python wrapper for Perplexity.ai that reverse-engineers the web interface, supporting sync and async APIs, streaming response…
731858active
GongRzhe/Office-PowerPoint-MCP-Server
A Model Context Protocol (MCP) server that lets LLM clients create, edit, and manage PowerPoint (.pptx) presentations via 32 tools built on…
101853active
GuDaStudio/GrokSearch
GrokSearch is an MCP server built on FastMCP that gives Claude Code and other LLM clients real-time web access via a dual-engine architectu…
481849active
AnySearch
AnySearch is a unified real-time search engine service for AI agents, distributed as an agent skill package and an MCP server. It provides …
581838active
zhangxiangliang/stock-api
A zero-runtime-dependency TypeScript library for querying stock quotes, K-line data, and stock search across A-share, Hong Kong, US markets…
961831active
OpenAgentPlatform/Dive
Dive is an open-source MCP host desktop application that connects to any LLM supporting function calling, including ChatGPT, Anthropic, Oll…
801826active
timescale/pg-aiguide
pg-aiguide is an MCP server and Claude plugin that gives AI coding tools versioned PostgreSQL expertise, including semantic search over the…
741824active
GCWing/BitFun
BitFun is a cross-platform desktop AI agent application with a high-performance Rust agent runtime that writes code, produces documents, an…
821817active
phodal/routa
Routa is a workspace-first multi-agent coordination platform for AI-assisted software delivery, exposing goals, tasks, sessions, traces, an…
781799active
korotovsky/slack-mcp-server
A Model Context Protocol (MCP) server for Slack workspaces written in Go, exposing Slack channels, DMs, group DMs, search, and smart histor…
781797active
Eronred/aso-skills
A collection of AI agent skills for App Store Optimization (ASO) and mobile app marketing, installable into Cursor, Claude Code, or any Age…
591796active
iFurySt/open-codex-computer-use
An open-source Computer Use service exposed as an MCP server, letting any AI agent or MCP client control the desktop (GUI automation via ac…
781793active
Stitch
A collection of Agent Skills and plugins for Google Stitch, Google's AI design tool, following the Agent Skills open standard. It integrate…
741787active
ravitemer/mcphub.nvim
MCP Hub is a Neovim plugin that acts as an MCP (Model Context Protocol) client, integrating MCP servers into the editing workflow. It provi…
511783active
rebel0789/codexpro
CodexPro is a local MCP server and CLI that connects a ChatGPT session to your machine and explicitly allowed repos, giving ChatGPT bounded…
561776active
julien040/anyquery
Anyquery is a SQL query engine built on SQLite that turns 60+ tools, APIs, and file formats (GitHub, Notion, Airtable, CSV, Parquet, etc.) …
861768active
solana-foundation/pay
A Rust CLI that acts as a payment layer for HTTP, wrapping tools like curl and AI agents (Claude, Codex, Goose) to automatically handle HTT…
991762active
dongdongbh/Mindwtr
Mindwtr is a free, open-source, cross-platform to-do app built around the Getting Things Done (GTD) method, with capture, clarify, organize…
781755active
Paca-AI/paca
Paca is a free, open-source, self-hosted project management platform for Scrum teams where AI agents and humans collaborate as equal teamma…
811754active
Aas-ee/open-webSearch
Open-WebSearch is a TypeScript tool providing an MCP server, CLI, and local daemon for multi-engine web search and content retrieval withou…
791747active
blitzdotdev/blitz-mac
Blitz is a native macOS application that automates App Store Connect workflows for iOS apps, letting AI agents (via a bundled MCP server wi…
711741active
Mcp-Brasil/mcp-brasil
An MCP server exposing 70 Brazilian public/government data sources (533 tools) to AI agents like Claude, GPT, and Copilot. Built in Python …
751735active
Zoo-Code-Org/Zoo-Code
Zoo Code is an open-source AI coding assistant delivered as a VS Code extension (with JetBrains/Open VSX support), continuing development o…
811731active
jau123/MeiGen-AI-Design-MCP
An open-source MCP server that adds AI image and video generation capabilities to AI coding tools like Claude Code, Cursor, and Codex. It s…
801719active
noopstudios/interactive-feedback-mcp
An MCP server that enables a human-in-the-loop workflow in AI-assisted development tools like Cursor, Cline, and Windsurf. It provides a GU…
201712active
BeaconBay/ck
ck is a grep-compatible code search tool written in Rust that combines traditional BM25/regex search with local embedding-based semantic se…
791705active
arabold/docs-mcp-server
A self-hosted MCP server that indexes documentation from websites, GitHub, npm, PyPI, and local files so AI coding assistants can query up-…
821692active
leochlon/hallbayes
Berry is a local MCP server that detects hallucinations by measuring whether an LLM's claims are actually supported by the cited evidence, …
571692active
zhu1090093659/deepseek-pp
DeepSeek++ is an open-source browser extension for Chrome, Edge, and Firefox that turns the DeepSeek web app into an AI agent workspace. It…
791686active
freestylefly/openclaw-wechat
A WeChat channel plugin for OpenClaw that connects an AI agent gateway to a personal WeChat account via QR code login, a proxy service, and…
451679active
vibheksoni/stealth-browser-mcp
A Python MCP server that exposes stealth browser automation (via nodriver and Chrome DevTools Protocol) to AI agents, letting them navigate…
611674active
Rohithgilla12/data-peek
data-peek is a minimal, fast, keyboard-first SQL client desktop application built with Electron and TypeScript for quickly querying and exp…
811673active
soimy/openclaw-channel-dingtalk
A DingTalk channel plugin for OpenClaw that connects enterprise DingTalk bots to OpenClaw agents via Stream mode, requiring no public IP or…
811666active
mims-harvard/ToolUniverse
ToolUniverse is a Python SDK and MCP server that aggregates a large collection of scientific tools (APIs, databases, local ML and cheminfor…
821656active
CopilotKit/open-mcp-client
An open-source MCP (Model Context Protocol) client starter built with a Next.js frontend and a Python LangGraph agent backend, using Copilo…
641647active
ghostwright/ghost-os
Ghost OS is a native macOS framework that gives AI agents full computer-use capabilities by exposing the macOS accessibility tree, Chrome D…
611646active
Open-Curiosity/gini-agent
Gini Agent is a personal AI agent runtime that remembers conversations, learns skills from task outcomes, and exposes chat, CLI, web, and m…
741637active
bitbonsai/mcpvault
MCPVault is a lightweight Model Context Protocol (MCP) server that gives AI clients safe read, search, and edit access to an Obsidian vault…
621637active
leonardsellem/n8n-mcp-server
A Model Context Protocol (MCP) server that lets AI assistants interact with n8n workflow automation instances through natural language. It …
331637active
Gitlawb/zero
Zero is a terminal-based AI coding agent written in Go that can inspect repositories, edit files, run commands, and manage durable local se…
801631active
mediar-ai/terminator
Terminator is a Windows-native desktop automation library and MCP server, described as 'Playwright for your entire desktop'. It drives nati…
691626active
WordPress/mcp-adapter
The official WordPress plugin that bridges the WordPress Abilities API to the Model Context Protocol (MCP), exposing plugin, theme, and cor…
801622active
f/mcptools
A Go-based command-line interface for discovering, calling, and managing tools, resources, and prompts exposed by MCP (Model Context Protoc…
471619active
Simpleyyt/ai-manus
AI Manus is a self-hostable, general-purpose AI Agent system with a WebUI that plans and executes tasks using tools like Terminal, Browser,…
861618active
can4hou6joeng4/boss-agent-cli
A Python CLI that lets humans and AI agents search and shortlist jobs on BOSS Zhipin (and other Chinese recruitment platforms) with welfare…
801614active
legeling/PromptHub
PromptHub is a local-first desktop application (Electron + React + SQLite) that serves as an all-in-one workbench for managing AI assets su…
801614active
codeaholicguy/ai-devkit
AI DevKit is a local-first control plane for AI coding agents such as Claude Code, Codex CLI, Gemini CLI, opencode, and Cursor. It provides…
801597active
SAGAR-TAMANG/friday-tony-stark-demo
F.R.I.D.A.Y. is a Tony Stark-inspired voice AI assistant consisting of a FastMCP server exposing tools (web search, news, system info) and …
551595active
datagouv/datagouv-mcp
The official Model Context Protocol (MCP) server for data.gouv.fr, the French national open data platform. It lets AI chatbots like Claude,…
781587active
isaacphi/mcp-language-server
An MCP server written in Go that runs a language server and exposes LSP semantic tools (go to definition, references, rename, diagnostics) …
541586active
nacos-group/r-nacos
r-nacos is a Nacos server re-implemented in Rust, providing service discovery (registry), configuration center, MCP server capabilities, an…
951577active
nimbalyst/nimbalyst
Nimbalyst is an open-source (MIT) Electron desktop app that serves as a visual workspace for running AI coding agents like Claude Code, Cod…
831577active
Flux159/mcp-server-kubernetes
An MCP server written in TypeScript that lets AI assistants like Claude and Codex connect to and manage Kubernetes clusters via kubectl and…
821577active
iwe-org/iwe
IWE is a Rust-based tool that turns a directory of plain Markdown files into a queryable knowledge graph, exposed through an LSP server for…
851576active
MiniMax-AI/MiniMax-MCP
The official MiniMax Model Context Protocol (MCP) server, written in Python, exposing MiniMax's text-to-speech, image generation, and video…
641569active
Kaelio/ktx
ktx is an open-source, self-improving context layer for data and analytics agents, distributed as an npm CLI. It ingests warehouse metadata…
751562active
relaticle/relaticle
Relaticle is an open-source, self-hosted CRM built with Laravel and Filament, featuring a production-grade MCP server with 32+ tools for AI…
851549active
EtienneLescot/n8n-as-code
n8n-as-code is a toolkit (VS Code/Cursor extension, CLI, and AI agent skills) for managing n8n workflows as code with GitOps-style sync and…
771546active
universal-tool-calling-protocol/code-mode
A TypeScript library that lets AI agents call MCP and UTCP tools by generating and executing code instead of traditional JSON tool-call rou…
691544active
docker/mcp-gateway
A Docker CLI plugin (docker-mcp) that provides the Docker MCP Gateway for securely running and deploying Model Context Protocol (MCP) serve…
731543active
svnscha/mcp-windbg
A Model Context Protocol (MCP) server that bridges AI models with Windows debuggers (CDB and KD) for crash dump analysis, user-mode remote …
821538active
lucasastorian/llmwiki
An open-source implementation of Andrej Karpathy's LLM Wiki concept: a self-maintaining personal knowledge base where an LLM (connected via…
571533active
anaisbetts/mcp-installer
An MCP server that installs other MCP servers on your behalf, pulling packages from npm or PyPI. It lets you ask Claude Desktop to install …
211532active
ibelick/zola
Zola is an open-source, self-hostable chat interface for interacting with multiple AI models including OpenAI, Claude, Gemini, Mistral, and…
451531active
mattt/iMCP
iMCP is a macOS menu bar application that exposes an MCP (Model Context Protocol) server giving AI clients like Claude Desktop access to pe…
731529active
LakshmanTurlapati/Review-Gate
Review-Gate is a rule and MCP tool for the Cursor IDE that keeps the AI agent in an interactive loop, waiting for follow-up text, voice, or…
681528active
PaperDebugger/paperdebugger
PaperDebugger is an AI-powered academic writing assistant delivered as a Chrome extension that integrates directly into Overleaf for in-edi…
621527active
agentic-commerce-protocol/agentic-commerce-protocol
The Agentic Commerce Protocol (ACP) is an open specification, maintained by OpenAI and Stripe, defining how AI agents, buyers, and business…
591523active
bdash-app/bdash
Bdash is a simple desktop SQL client built with Electron for lightweight data analysis. It supports saving queries, drawing charts from res…
901520active
hashicorp/terraform-mcp-server
An official Model Context Protocol (MCP) server from HashiCorp that integrates with the Terraform Registry and HCP Terraform APIs. It enabl…
861513active
chigwell/telegram-mcp
A Telegram MCP server built on Telethon that exposes 80+ tools for reading chats, managing groups and channels, and sending, editing, and s…
821513active
miuuyy/codex-chatgpt-web
A local bridge application that exposes ChatGPT Web (including Pro tiers) as a native model inside the OpenAI Codex app, routing model turn…
801509active
workany-ai/workany
WorkAny is a cross-platform desktop AI agent application (built with Tauri, React, and Hono) that executes tasks from natural language inst…
711507active
zzet/gortex
Gortex is a high-performance code-intelligence engine that indexes codebases into a persistent knowledge graph using tree-sitter AST analys…
771494active
ai4s-research/open-science
Open Science Desktop is a local-first, model-agnostic AI research workbench for macOS, Windows, and Linux, built with Tauri, MCP, and agent…
801491active
bcurts/agentchattr
A free, local chat server that lets AI coding agents (Claude Code, Codex, Gemini CLI, and any MCP-compatible agent) and humans coordinate i…
781477active
OpenOSINT/OpenOSINT
OpenOSINT is an AI-powered OSINT framework offering 19 investigation tools behind a natural-language agent, usable as an interactive REPL, …
811470active

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