Floom
<div align="center"> <img src="./docs/assets/hero-landing.png" alt="Floom" width="900" /> <h1>Floom</h1> <p><strong>The protocol + runtime for agentic…
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Role-Specific Context
Enables AI systems to maintain distinct expert personas through role-based context management with vector search capabilities for consistent domain expertise…
MCP Content Summarizer Server
An MCP server that uses Google's Gemini 1.5 Pro to generate concise summaries of various content types.
ha-mcp-readonly
Read-only MCP (Model Context Protocol) server for Home Assistant. Gives AI assistants (Claude Desktop, LibreChat, Cline) full observability into your smart…
Mcp Agentbay
# Wuying AgentBay MCP Server English | [中文](README_zh.md) [](https://opensource.org/licenses…
Oriel
Drive Docker and Colima from an AI. A safety-gated MCP server for containers, images, volumes, networks, and Compose, with secret masking and a…
Deepseek R1
Integrates with Deepseek R1 model for text generation and analysis tasks, enabling content creation and AI-assisted decision-making in various applications.
Coding File Context
Provides advanced file system access and code analysis capabilities, enabling efficient reading, searching, and analysis of large codebases for automated…
Wundervault MCP
MCP server for Wundervault zero-knowledge secret management. Exposes vault secrets to AI agents via the Model Context Protocol — secrets are decrypted…
sentry-selfhosted-mcp
A Model Context Protocol (MCP) server designed for interacting with self-hosted Sentry instances. It provides tools to retrieve information and perform actions…
MCP SSH Server
# MCP SSH Server A powerful SSH server implementation for Model Context Protocol (MCP). This server enables secure remote command execution and file operations…
Nessus MCP Server
# Nessus MCP Server A Model Context Protocol (MCP) server for interacting with the Tenable Nessus vulnerability scanner. This server allows AI assistants to…
Alibaba Cloud Yaochi DB MCP Server
# Alibaba Cloud Yaochi DB MCP Server Yaochi Database AI Native MCP Server — One MCP Server to manage all Alibaba Cloud databases…
Cisco Hyperfabric Mcp
# Hyperfabric MCP Server An MCP (Model Context Protocol) server that enables LLMs to interact with Hyperfabric APIs. This server exposes all 79 Hyperfabric…
MCP Servers
Open Source MCP Servers for Scientific Research
Air Pipe
Build, validate, deploy — HTTP APIs, cron jobs, webhooks and MCP tools — from your AI client.
DeepSeek
Integrates DeepSeek's language models, enabling AI-powered chat completions with customizable parameters for tasks like writing assistance and code generation.
Gemini 2.5 Pro
Enables Claude Desktop to interact with Google's Gemini 2.5 Pro model through a TypeScript server with Google Search integration for grounded responses and…
AWS MCP Servers
This AWS Labs Model Context Protocol (MCP) server for CloudTrail enables your AI agents to query AWS account activity for security investigations, compliance…
MiniMax-MCP
Official MiniMax Model Context Protocol (MCP) server that enables interaction with powerful Text to Speech and video/image generation APIs. This server allows…
Prometheus MCP Server
A Model Context Protocol (MCP) server that enables AI agents and LLMs to query and analyze Prometheus metrics through standardized interfaces.
VictoriaMetrics MCP Server
The implementation of Model Context Protocol (MCP) server for VictoriaMetrics
Loki MCP Server
A Go-based server to query Grafana Loki logs using the Model Context Protocol (MCP).
MCP Jenkins
The Model Context Protocol (MCP) is an open-source implementation that bridges Jenkins with AI language models following Anthropic's MCP specification. This…