MCP Servers

VibeShift

★ 68

An intelligent security agent that analyzes AI-generated code for vulnerabilities and assists with remediation.

MCP Design System Extractor

★ 68

Extracts component information, including HTML, styles, and metadata, from Storybook design systems.

JMeter MCP Server

★ 68

Execute JMeter tests and analyze results through MCP-compatible clients.

GDB

★ 68

A GDB/MI protocol server based on the MCP protocol, providing remote application debugging capabilities with AI assistants.

MCP Bridge API

★ 67

A lightweight, LLM-agnostic RESTful proxy that unifies multiple MCP servers under a single API.

MCPShell

★ 66

A secure bridge for LLMs to safely execute command-line tools via the Model Context Protocol (MCP).

Figma

★ 66

Access and interact with Figma files and prototypes directly from AI agents.

GDB MCP Server

★ 66

An MCP server that enables LLM clients to interact with GDB for debugging and binary analysis.

Elementor MCP Server

★ 66

Perform CRUD operations on Elementor page data for a target WordPress website.

MCP-CLI Adapter

★ 66

Use command line tools in a secure fashion as MCP tools.

GhidraMCP

★ 65

An embedded MCP server for Ghidra, exposing program data and reverse engineering functionalities.

USolver

★ 65

A server for solving combinatorial, convex, integer, and non-linear optimization problems.

DeepView MCP

★ 65

Enables IDEs like Cursor and Windsurf to analyze large codebases using Gemini's 1M context window.

Imagen3-MCP

★ 64

Generate images using Google's Imagen 3.0 model via the Gemini API.

Mesh Agent MCP Server

★ 64

Connects to Heurist Mesh APIs to provide access to various blockchain and web3 tools.

Fossil MCP

★ 62

The code quality toolkit for the vibe coding era.

Lighthouse MCP Server

★ 61

Audit web performance, accessibility, and SEO using Google Lighthouse.

PyMOL-MCP

★ 61

Enables conversational structural biology, molecular visualization, and analysis in PyMOL through natural language.

OPNSense MCP Server

★ 61

Manage OPNsense firewalls using Infrastructure as Code (IaC) principles.

Recraft AI

★ 61

Generate and edit raster/vector images, vectorize, remove/replace backgrounds, and upscale using the Recraft AI API.

Qartez MCP

★ 60

Code intelligence MCP server - PageRank, blast radius, co-change, hotspots, clone detection across 34 languages in a single Rust binary.

EChart Server

★ 60

A Go service that dynamically generates ECharts chart pages from JSON configurations.

Codacy

★ 60

Access the Codacy API to analyze code quality, coverage, and security for your repositories.

shadcn/ui

★ 60

Provides structured data for shadcn/ui components, including descriptions, installation instructions, usage examples, and props.

MCP ZAP Server

★ 60

Exposes OWASP ZAP as an MCP server, enabling AI agents to orchestrate security scans, import OpenAPI specs, and generate reports.

OPNsense MCP Server

★ 59

A comprehensive MCP server for managing OPNsense firewalls, offering over 300 tools for configuration and monitoring.

OpenExp

★ 58

Q-learning memory for Claude Code. Persistent memory that learns which context helps you get work done. Memories that lead to productive sessions (commits, PRs, tests) earn higher retrieval rank automatically. 16 MCP tools, hybrid BM25 + vector + Q-value scoring, local-first with Qdrant + FastEmbed.

better-code-review-graph

★ 58

Knowledge graph for token-efficient code reviews with Tree-sitter parsing, dual-mode embedding (ONNX + LiteLLM), and blast-radius analysis via MCP tools.

mcp-codebase-index

★ 58

Structural codebase indexer with 17 query tools. 87% token reduction. Zero dependencies.

Nereid - Mermaid charts

★ 58

Create and explore Mermaid diagrams in collaboration with AI agents