License
GPL-3.0
48 entries under this license.
ComfyUI
Various
The most powerful and modular diffusion model GUI, api and backend with a graph/nodes interface.
Best for: Developers and artists building custom image generation workflows who need local control and reproducibility.
netdata/netdata#Netdata
Various
The fastest path to AI-powered full stack observability, even for lean teams.
Best for: DevOps teams and developers needing lightweight, real-time infrastructure monitoring without heavy agent overhead
AgentGPT
Community
🤖 Assemble, configure, and deploy autonomous AI Agents in your browser.
Best for: Developers prototyping autonomous agent workflows and learning agent orchestration patterns
Cheshire Cat
Community
AI agent microservice
Best for: Python developers building custom agent-based applications with memory and plugin extensibility
mariocandela/beelzebub
Various
A secure low code deception runtime framework, leveraging AI for System Virtualization.
Best for: Security teams and red teams needing quick, AI-assisted honeypot deployments
Molecular design
Various
List of Molecular and Material design using Generative AI and Deep Learning
Best for: Researchers and developers exploring generative AI for molecular and materials discovery
TutorGPT
Community
AI tutor powered by Theory-of-Mind reasoning
Best for: Developers building adaptive, theory-of-mind-driven tutoring or educational chatbots
ckreiling/mcp-server-docker
Various
MCP server for Docker
Best for: Developers building AI agents that need to manage Docker containers programmatically
onWatch
Community
Track AI API quotas across Synthetic, Z.ai, Anthropic (Claude Code), Codex, GitHub Copilot & Antigravity in real time. Lightweight background daemon (<50MB RAM), SQLite storage, Ma
Best for: Solo developers and small teams who need lightweight, privacy-focused quota tracking across multiple AI APIs
MindSQL
Community
MindSQL: A Python Text-to-SQL RAG Library simplifying database interactions. Seamlessly integrates with PostgreSQL, MySQL, SQLite, Snowflake, and BigQuery. Powered by GPT-4 and Lla
Best for: Developers who want to add natural language querying to existing SQL databases
wong2/mcp-cli
Various
A CLI inspector for the Model Context Protocol
Best for: Developers debugging or verifying MCP-based integrations
fosdickio/binary_ninja_mcp
Various
A Binary Ninja plugin containing an MCP server that enables seamless integration with your favorite LLM/MCP client.
Best for: Reverse engineers and security researchers who want to use LLMs to interact with Binary Ninja programmatically.
ChatGPT for Jupyter
Various
A browser extension to provide various AI helper functions in Jupyter Notebooks, powered by ChatGPT.
Best for: Data scientists and developers who want on-demand code help inside Jupyter Notebooks without switching windows.
Second Brain AI Agent
Community
🧠 Second Brain AI agent
Best for: Developers wanting to build a custom personal AI knowledge assistant.
mpeirone/zabbix-mcp-server
Various
🔌 Complete MCP server for Zabbix integration — Connect AI assistants to Zabbix monitoring with a single unified tool covering 100% of Zabbix APIs. Includes read-only mode and docu
Best for: Developers and DevOps teams who want to query Zabbix monitoring using AI assistants
armorwallet/armor-crypto-mcp
Various
The MCP server for interacting with Blockchain, Swaps, Strategic Planning and more.
Best for: Developers building AI agents that need on-chain data and swap execution
isaacwasserman/mcp-snowflake-server
Various
🐍 ☁️ - Snowflake integration implementing read and (optional) write operations as well as insight tracking
Best for: Developers building MCP-based AI tools that need direct Snowflake access
deusXmachina-dev/memorylane
Various
📇 ☁️ 🏠 🍎 - Desktop app that captures screen activity via event-driven screenshots, stores AI-generated summaries and OCR text locally in SQLite, and exposes your activity histor
Best for: Developers and privacy-conscious users who want a local, searchable record of their screen activity.
mikechao/brave-search-mcp
Various
An MCP Server implementation that integrates the Brave Search API, providing, Web Search, Local Points of Interest Search, Image Search, Video Search, News Search and LLM Context S
Best for: Developers building LLM agents that need real-time web search capabilities
TheRaLabs/legion-mcp
Various
A server that helps people access and query data in databases using the Legion Query Runner with Model Context Protocol (MCP) in Python.
Best for: Developers who want to query databases from MCP-enabled AI assistants without writing raw SQL.
sonirico/mcp-shell
Various
Give hands to AI. MCP server to run shell commands securely, auditably, and on demand.
Best for: Developers who need to give AI agents safe, auditable shell access for automation and operations tasks.
langchain_yt_tools
Community
Langchain tools to search/extract/transcribe text transcripts of Youtube videos. Some of this has been integrated into LangChain main branch
Best for: Python developers building LangChain pipelines that need to ingest or search YouTube video transcripts
gitmotion/ntfy-me-mcp
Various
An ntfy MCP server for sending/fetching ntfy notifications to self-hosted or ANY ntfy.sh server from AI Agents 📤 (supports secure token auth & more - use with npx or docker!)
Best for: Developers who need ntfy notification capabilities within MCP-connected AI agent systems
nihalxkumar/arch-mcp
Various
Arch Linux MCP (Model Context Protocol) Server
Best for: Arch Linux users who want to manage their system through AI assistants
yoelbassin/gnuradioMCP
Various
MCP server for GNU Radio
Best for: Developers building AI-assisted signal processing or radio communication tools
gotoolkits/wecombot
Various
An MCP server application that sends various types of messages to the WeCom group robot.
Best for: Developers needing to send WeCom group notifications from MCP-based AI agents
imdinu/apple-mail-mcp
Various
Apple Mail MCP server with full-coverage FTS5 body search. Reliable on large mailboxes where AppleScript-based servers timeout.
Best for: Developers who need programmatic, searchable access to local Apple Mail data
Awesome-LLM-Inference
Community
📖A curated list of Awesome LLM/VLM Inference Papers with codes: WINT8/4, FlashAttention, PagedAttention, MLA, Parallelism, etc. 🎉🎉
Best for: Researchers and engineers seeking a concise overview of recent LLM inference optimization techniques and their implementations.
yuvalsuede/claudia
Various
CLI task manager for AI agents with MCP server support
Best for: Developers building AI agent workflows that need a lightweight, MCP-compatible task manager
GeiserX/genieacs-mcp
Various
MCP Server for GenieACS written in Go
Best for: Developers already using GenieACS who want to connect it to MCP-compatible clients or workflows
misiektoja/kill-process-mcp
Various
AI-powered cross-platform MCP server exposing LLM-accessible tools to list and terminate OS processes via natural language queries
Best for: Developers who want to manage OS processes through conversational AI interfaces
mattjoyce/mcp-persona-sessions
Various
MCP server for persona-driven AI sessions: practice interviews, conduct guided reflection, and role-play conversations with realistic personas
Best for: Developers who need structured persona-based role-play or interview practice within MCP workflows
alilxxey/openobserve-community-mcp
Various
alilxxey/openobserve-community-mcp — indexed from awesome-mcp-servers-punkpeye
Best for: Developers using OpenObserve who want AI-assisted observability via MCP
BrunoKrugel/echo-mcp
Various
Enable AI assistants to interact with your Echo API
Best for: Developers who need a minimal MCP server to experiment with AI assistant integration using an Echo API.
boikot-xyz/boikot
Various
keep companies accountable
Best for: Small activist groups or individuals wanting a lightweight, transparent tool to track corporate accountability
j3k0/speech.sh
Various
Simple curl script to play aloud what you type, useful if your voice is suddenly broken.
Best for: Developers needing a quick, scriptable text-to-speech fallback for accessibility or prototyping.
JamesANZ/system-prompts-mcp-server
Various
Model Context Protocol server exposing system prompt files and summaries.
Best for: Developers already using MCP who need a straightforward way to expose system prompt files.
sbuysse/gnome-desktop-mcp
Various
GNOME desktop automation via MCP — screenshots, window management, and input injection for AI agents
Best for: Developers building AI agents that need to automate tasks within the GNOME desktop environment
GeiserX/telegram-archive-mcp
Various
MCP Server for Telegram-Archive — search messages, browse chats, and access archived Telegram history via MCP
Best for: Developers building AI tools that need to query archived Telegram data
GeiserX/atlassian-browser-mcp
Various
Browser-backed MCP server wrapping mcp-atlassian with Playwright SSO auth for Atlassian Server/Data Center
Best for: Developers needing AI agent access to on-premise Atlassian instances with SSO
GeiserX/cashpilot-mcp
Various
MCP Server for CashPilot — monitor passive income earnings, manage services, and control fleet workers via MCP
Best for: Developers using CashPilot who want to automate monitoring and management via MCP
GeiserX/spinnaker-mcp
Various
MCP Server for Spinnaker — manage applications, pipelines, and deployments via the Model Context Protocol
Best for: Developers building AI-assisted CI/CD workflows with Spinnaker
GeiserX/duplicacy-mcp
Various
MCP Server for Duplicacy — monitor backup status, progress, and health from Prometheus exporter via MCP
Best for: Developers already using Duplicacy who want to surface backup health through MCP-compatible tools or Prometheus dashboards
GeiserX/lynxprompt-mcp
Various
MCP Server for LynxPrompt — browse, search, and manage AI configuration blueprints (AGENTS.md, CLAUDE.md) via MCP
Best for: Developers already using LynxPrompt who need MCP access to their configuration blueprints.
paracetamol951/caisse-enregistreuse-mcp-server
Various
Kash.click MCP server [Official]
Best for: Developers building AI agents that need to interact with Kash.click POS systems
HadiCherkaoui/crafty-mcp
Various
Crafty Controller MCP server
Best for: Developers integrating AI assistants with game server management
partymola/fitbit-mcp
Various
MCP server for the Fitbit Web API with OAuth PKCE, local SQLite cache, and trend analysis
Best for: Developers building MCP-based tools that need to query Fitbit health data.
partymola/monzo-mcp
Various
MCP server for the Monzo banking API with OAuth, local transaction cache, and spending analysis
Best for: Developers building AI assistants that need read access to Monzo banking data