MCP Servers

a11ymcp

MCP server enabling LLMs to test web accessibility via Axe-core and Puppeteer.

Test public URLs for web accessibility compliance

Analyze raw HTML snippets for accessibility issues

mcp-vibecoder

crazyrabbitLTC8

Structured MCP server for organized, phased LLM-based software development workflows.

Clarify software feature requirements with guided questions

Generate detailed PRDs and implementation plans automatically

mcp-server-solidworks

Integrates SolidWorks API into Claude-compatible MCP context streams.

Expose SolidWorks CAD model data as structured context for LLMs

Enable AI-driven automation within SolidWorks via MCP

mcp_nuclei_server

MCP-based Nuclei server for automated, configurable vulnerability scanning services.

Automate vulnerability scanning via LLM commands

Filter scans by templates and tags for targeted security checks

zerodha-mcp-go

Golang MCP server enabling direct Zerodha trading data access via Claude AI.

Access Zerodha trading data within AI workflows

Enable Claude AI to query Zerodha account information

Langflow-DOC-QA-SERVER

MCP server enabling document Q&A via Langflow backend integration.

Query documents interactively using natural language

Integrate document Q&A into MCP-enabled applications

UnrealMCPBridge

Unreal Engine plugin exposing UE Python API via MCP server for AI integration.

Enable AI agents to control Unreal Engine via Python API

Automate Unreal Engine editor tasks using AI-driven Python scripts

GH_mcp_server

MCP server enabling LLM-driven 3D modeling and scripting in Rhino and Grasshopper.

Analyze .3dm files for design insights and modifications

Generate GHPython scripts automatically from natural language prompts

gemini-image-generation-mcp

MCP server enabling text-to-image generation with Google Gemini 2.0 Flash model.

Generate images from text prompts using Gemini 2.0 Flash model

Integrate image generation into AI assistants like Roo Code

WebSearch-MCP

Self-hosted MCP server enabling web search via WebSearch Crawler API integration.

Retrieve real-time web search results for LLM queries

Integrate web search capabilities into AI copilots and agents

paperpal

MCP server enabling natural language literature review search and discussion.

Search academic papers from arXiv and Hugging Face via natural language

Discuss and analyze research papers interactively with LLMs

querypie-mcp-server

MCP server for QueryPie enabling admin management and real-time data visualization.

Visualize query results as live charts and dashboards instantly

Monitor server disk space and memory usage in real time

dependency-mcp

DependencyMCP server analyzes multi-language codebases to generate detailed dependency graphs and architectural insights for improved code understanding.

Generate dependency graphs for multi-language codebases

Extract import/export metadata from source files

chatgpt-mcp-server

MCP server enabling Docker management via natural language with ChatGPT interface.

Manage Docker containers using natural language commands

Automate Docker container lifecycle operations via GPT interface

systems-mcp

MCP server for running and documenting systems models with lethain:systems library.

Run systems model specifications with configurable simulation rounds

Load systems modeling documentation into LLM context for better model writing