MCP Servers

github-mcp-server

Official GitHub MCP Server enabling seamless GitHub API integration and automation.

Automate GitHub issue and pull request management

Fetch repository metadata and code files in real-time

1Panel

1Panel-dev28.3K

1Panel MCP Server offers a sleek web interface to manage Linux server websites, files, containers, databases, and LLMs effortlessly.

Manage websites hosted on Linux servers

Organize and access server files via web interface

serena

Powerful coding agent server with semantic code retrieval and editing tools.

Enable LLMs to perform semantic code search within large codebases

Allow LLMs to edit code at the symbol level with contextual awareness

genai-toolbox

googleapis16.1K

Open source MCP server for databases enabling secure, fast tool development with connection pooling and authentication.

Manage database connections with pooling and authentication

Expose database data securely to LLMs via MCP

playwright-mcp

Lightweight MCP server enabling LLM-driven browser automation via Playwright.

Automate web page interactions using structured accessibility data

Enable LLMs to navigate and manipulate websites without screenshots

GhidraMCP

LaurieWired9.7K

MCP server integrating Ghidra for LLM-driven binary analysis and reverse engineering

Enable LLMs to perform automated binary analysis using Ghidra

Integrate Ghidra disassembly data into LLM workflows

mcp-agent

lastmile-ai8.5K

mcp-agent server enables building powerful, composable AI agents using Model Context Protocol workflows for seamless context-driven automation.

Create AI agents with composable workflow patterns

Orchestrate multi-step reasoning in AI agents

graphiti

Graphiti server enables building real-time, dynamic knowledge graphs to empower AI agents with contextual understanding and reasoning.

Create dynamic knowledge graphs for AI agents

Enable real-time context updates for models

git-mcp

Open-source MCP server delivering accurate GitHub project context to LLMs.

Provide real-time GitHub repo context to language models

Prevent code hallucinations in AI-assisted coding

context7

Real-time, up-to-date code documentation server for LLMs and AI editors.

Provide live code documentation to AI code editors

Enable LLMs to access up-to-date project code context

firecrawl-mcp-server

Firecrawl MCP Server enables advanced web scraping, crawling, and content extraction for LLM clients like Cursor and Claude with JS rendering and batch processing.

Scrape dynamic web pages with JavaScript rendering

Perform deep web research and content extraction

Figma-Context-MCP

MCP server delivering Figma layout data to AI coding agents for seamless design integration.

Provide AI agents with real-time Figma design context

Enable one-shot implementation of Figma designs in code

k8sgpt

k8sgpt server empowers Kubernetes users with AI-driven insights, diagnostics, and superpowers for cluster management.

Diagnose Kubernetes cluster issues with AI assistance

Detect security vulnerabilities in Kubernetes configurations

whatsapp-mcp

Personal WhatsApp MCP server for messaging, media, and contact management

Search personal WhatsApp messages including media files

Send text messages to individuals or groups via WhatsApp

fastapi_mcp

Expose FastAPI endpoints as secure MCP tools with built-in authentication.

Expose FastAPI REST endpoints as MCP tools for LLM integration

Secure API endpoints with built-in authentication for MCP access