Browse All MCP Servers

Axiom

Enables AI agents to query data using Axiom Processing Language (APL) in Node.js environments.

Aptos

Facilitates interaction with Aptos documentation and creation of full-stack Aptos blockchain applications.

ClickUp

Integrates ClickUp tasks with AI applications via a Model Context Protocol (MCP) server.

Smart Photo Journal

Analyze and search a photo library using location, labels, and people.

GongRzhe JSON

Enables Large Language Models to interact with and manipulate JSON data through standardized tools.

Garmincn

Retrieves health data from Garmin China user accounts for interaction and analysis with AI.

Spring AI

Enables natural language interaction with banking microservices using Spring AI and Model Context Protocol.

PuchAI

Provides a foundational backend server for specialized application needs.

Music21

Provides a production-ready Model Context Protocol server for comprehensive music analysis and generation using the music21 library.

Spring AI

Integrates Spring Boot applications with AI workflows and assistants through the Model Context Protocol (MCP).

Grafana

Provides AI-powered integration with Grafana instances, exposing comprehensive functionality through standardized Model Context Protocol (MCP) tools.

DevTools

Automates the debugging of Django and MySQL applications using an AI-powered, multi-agent pipeline.

Leval Grafana

Enables AI assistants to interact with Grafana, providing comprehensive tools for managing dashboards, datasources, alerts, and incidents.

Mind Map

Provides neuroscience-inspired intelligent project analysis and learning capabilities, enhancing software development workflows within Claude Code.

User Context Manager

Manages user data, resources, tools, and prompts through a Model Context Protocol server, featuring AI-powered data generation.

Île-de-France Mobilités

Provides AI assistants with access to real-time Paris public transport data through the IDFM PRIM API.

A-MEM

Manages agentic memory for LLM agents, offering direct integration into IDEs like Cursor and VSCode via the MCP protocol.

Blender

Empower Blender as a powerful server to control numerous tools via API for AI-driven 3D workflows and automation.

Polyglot DB

Provides a unified interface to query and manage 16 different databases using natural language.

Batch Tracker

Tracks, monitors, and manages OpenAI batch processing jobs with an interactive dashboard and a robust API.

Journald

Provides programmatic access to systemd journal logs, enabling advanced querying and filtering capabilities.

US Immigration

Equips AI assistants with specialized tools, resources, and prompts for U.S. employment-based immigration petitions, focusing on EB1A and EB2 NIW.

Fastmcp Pdftools

Provides a server for reading and accessing PDF files.

Email Operations

Manages cross-platform email operations for both command-line interfaces and MCP clients.

Famulor

Integrates the Famulor Voice Agent Platform with MCP-compatible clients to enable AI-powered phone calls, voice assistant management, and call data retrieval.

OpenAI Responses

Integrates the OpenAI Responses API as a lightweight Model Context Protocol (MCP) server, empowering models with autonomous web search capabilities.

Vanguard

Integrates a comprehensive suite of offensive security tools into a Model Context Protocol server, enabling streamlined pentesting workflows with AI assistance and cross-platform Kali Linux tool execution.

Vault Tree

Provides an AI-ready understanding of Obsidian vaults, including wikilinks, frontmatter, and backlink graphs, without needing Obsidian to run.

AI Tool Servers

Extends AI assistants like Claude with a diverse array of powerful tools for tasks ranging from mathematical animation rendering to data analysis and food ordering.

PostgreSQL

Enables AI assistants to securely interact with PostgreSQL databases through a Model Context Protocol (MCP) server.