Browse All MCP Servers

RepoMapper

88

Generates a structured map of a codebase within a Git repository to aid understanding and navigation, particularly for large language models.

Replicate Flux

88

Generates customized images and SVG assets tailored to specific coding styles using AI-powered design generation.

Molecule

88

Connects molecular science tools to Claude AI for prompt-assisted molecule modeling and co-scientific interaction.

Interactive Brokers

88

Integrates the Interactive Brokers Web API with the Model Context Protocol, enabling programmatic access to financial market data and trading functionalities.

Memory Keeper

88

Manages persistent context for AI coding assistants within an MCP server environment.

Tiger

87

Provides a command-line interface for managing Tiger Cloud database services and integrates a Model Context Protocol server to assist AI agents in generating production-ready Postgres code.

Matryoshka

87

Analyzes large documents and codebases token-efficiently using symbolic reasoning and a logic engine, circumventing LLM context window limitations.

Google Ads

87

Enables Large Language Models (LLMs) to interact directly with the Google Ads API using the Model Context Protocol (MCP).

Agent Orchestrator

87

Enables Large Language Models to interact with external tools and knowledge bases through a standardized Model Context Protocol.

Schedcp

87

Automates AI optimization of Linux kernel schedulers using the sched-ext framework.

Mem0

87

Provides a flexible memory system for AI applications, integrating with MCP-compatible applications or functioning as a direct library.

JSON Server

87

Enables LLMs to interact with and manipulate JSON data through standardized tools.

Python Interpreter

87

Enables Large Language Models to interact with Python environments, execute code, and manage files.

Arxiv Latex

87

Enables LLMs to accurately interpret mathematical expressions in scientific papers by fetching and processing LaTeX source from arXiv.

Web UI

87

Provides a web interface for interacting with Large Language Models, managing context aggregation, and coordinating client-server communication within the Model Context Protocol architecture.

Chat Application

87

Enables intelligent chat applications through the Model Context Protocol, supporting both web and desktop environments.

Actionmcp

87

Provides Model Context Protocol (MCP) capability to Ruby on Rails applications, specifically as a server.

Titan Memory

87

Empowers LLMs to maintain memory state across interactions using a neural memory system that learns and predicts sequences.

Mcpgen

87

Generates production-ready Model Context Protocol (MCP) server boilerplate from OpenAPI specifications, enabling exposure of existing APIs as powerful tools for AI agents.

Claude-C2

86

Enables command and control communication with Claude using a Python server and PowerShell client.

Jadx

86

Exposes Jadx API over HTTP for live interaction and automation of reverse engineering workflows.

VGGT

86

Transforms single or multi-view images into rich 3D reconstructions, optimized for Apple Silicon with Metal Performance Shaders.

Library

86

Enables interaction with Markdown knowledge bases through an MCP server.

Claudeus WordPress

86

Automates and enhances WordPress management using AI-powered tools for content creation, SEO optimization, and bulk operations.

Vertex AI

86

Provides a Model Context Protocol (MCP) server offering a suite of tools for interacting with Google Cloud's Vertex AI Gemini models, focusing on coding assistance and query answering.

Storybook

86

Integrates Storybook with Model Context Protocol (MCP) servers to enable AI agents in streamlining UI component development.

Awsome Kali

86

Empowers AI Agents in reverse engineering and security testing within Kali Linux environments using a suite of MCP servers.

Ahrefs

86

Connects Claude desktop and other compatible AI assistants to Ahrefs data.

Dbutils

86

Enables AI to perform data analysis on various database types (SQLite, MySQL, PostgreSQL, etc.) through a unified and secure connection configuration.

LlamaCloud

86

Connects to managed indexes on LlamaCloud to provide queryable tools for use with MCP clients.