Discover Awesome MCP Servers

Cloudera Iceberg MCP Server

Enables read-only access to Apache Iceberg tables via Impala, allowing LLMs to inspect database schemas and execute SQL queries to retrieve data from Iceberg tables.

Node Dev MCP Server

A lightweight server for managing local workspaces through file operations, Git version control, and Node.js development commands. It enables users to manipulate files, track repository status, and execute build or dependency scripts within their development environment.

GitHub Project MCP Server

Enables management of GitHub projects and issues using GitHub's GraphQL API. Supports creating/updating issues with images, managing labels and assignees, organizing ProjectsV2 boards, and updating project item statuses.

Flatfile MCP Server

Enables AI assistants like Claude Desktop, Claude Code, and Cursor to interact directly with Flatfile data through 100+ API endpoints for viewing, managing, and manipulating sheets, workbooks, records, and spaces.

Oracle APEX MCP Server

Enables integration with Oracle Database and Oracle APEX 20.2, allowing LLMs to execute SQL/PL/SQL, manage database objects, and inspect APEX application metadata. It supports full database CRUD operations, object dependency analysis, and detailed page-level inspection of APEX environments.

FS Context MCP Server

A secure, read-only MCP server that enables filesystem scanning, searching with glob patterns and regex, file reading, and batch operations with comprehensive path validation and security protections.

MCP Person Registration System

A system that manages person records through natural Turkish language commands processed by an AI Agent, connecting to an Express+PostgreSQL MCP server for CRUD operations.

Kerykeion MCP Server

Enables astrological chart generation including natal charts, synastry, transits, composite charts, and planetary returns using the Kerykeion library. Supports multiple output formats (text, SVG, PNG) and customizable themes, house systems, and languages.

MarketCheck MCP Apps

Provides 25 interactive automotive intelligence tools for real-time market data, including VIN decoding, price predictions, and inventory analytics. It enables AI assistants to perform car searches, trade-in estimations, and market trend analysis using the Model Context Protocol.

MCP-Smallest.ai

A Model Context Protocol server implementation that provides a standardized interface for interacting with Smallest.ai's knowledge base management system.

Moltbook MCP Server

MCP server for monetizing Moltbook agent social network actions. Other AI agents pay per-use via x402 micropayments.

forgespec-mcp

Forgespec MCP facilitates Spec-Driven Development (SDD) by providing tools for contract validation, task board management, and advisory file locking. It enables multi-agent AI systems to coordinate complex workflows through a structured nine-phase development pipeline with built-in dependency tracking.

Gmail MCP Pro

Enables AI assistants to interact with Gmail accounts through IMAP/SMTP, supporting reading, sending, replying to emails, managing threads, downloading attachments, and searching with Gmail syntax using simple app password authentication.

Ghidra MCP Server

Enables LLMs to perform binary analysis using Ghidra in headless mode, extracting functions, pseudocode, structs, and enums from binaries for interactive reverse-engineering.

Subdomain Finder3 MCP Server

Enables the discovery and listing of subdomains for a given domain through the Subdomain Finder3 API. It provides a specialized tool for subdomain enumeration within the MCP ecosystem.

MDX MCP Server

Enables LLMs to read, search, convert, and extract metadata from MDX files, providing seamless interaction with MDX content through tools that convert MDX to clean Markdown format with built-in security and cross-platform compatibility.

Railway MCP Server

Enables management of Railway.app infrastructure through natural language, including deploying services from GitHub repos or Docker images, managing environment variables, monitoring deployments, and configuring networking and volumes.

WordPress Trac MCP Server

A Model Context Protocol server that provides AI assistants with comprehensive access to WordPress.org Trac data, enabling intelligent queries about WordPress development, ticket tracking, and code changes.

AntBot MCP Server

Enables integration with AntBot, an AI-based RPA platform, allowing users to list, inspect, and execute automation projects with parameter support, while preventing duplicate executions and providing execution log access.

postcardbot-mcp-server

Send real physical postcards worldwide via AI agents. Supports single and bulk send (up to 500 recipients), balance checking, delivery tracking, and volume pricing from $0.72/card.

FreeRTOS Embedded Development MCP

Enables automated generation of FreeRTOS embedded projects for chips like BK7252, STM32F4, and ESP32. Provides intelligent project structure creation, peripheral driver code generation, and complete embedded development workflows through natural language interaction.

Cross-LLM MCP Server

A Model Context Protocol server that provides unified access to multiple LLM APIs including ChatGPT, Claude, and DeepSeek, allowing users to call different LLMs from MCP-compatible clients and combine their responses.

hivelaw

MCP server for AI compliance auditing. Scores agent outputs for hallucination liability under the EU AI Act, issues verifiable compliance stamps, and tracks audit history by agent.

Jokes MCP Server

This server provides access to various categories of jokes, including developer-themed and Chuck Norris jokes, via the Model Context Protocol. It allows developers to integrate humor-focused tools into AI agents within GitHub Copilot and Microsoft Copilot Studio.

MongoDB MCP Server

Enables interaction with MongoDB databases through user management tools including creating, retrieving, and listing users with pagination support.

Google Ads MCP Server

Enables comprehensive management of Google Ads accounts by allowing users to create campaigns, manage keywords, and generate performance reports through a context-aware interface. It features a three-layer architecture that integrates product knowledge and historical campaign data to support intelligent decision-making.

YouTube MCP Server

Enables interaction with YouTube through search and transcript extraction functionality. Allows searching for videos and retrieving full transcripts with timestamps for content analysis.

kafka-mcp

MCP server for Apache Kafka that allows LLM agents to inspect topics, consumer groups, and safely manage offsets (reset, rewind).

ERDDAP MCP Server

Access oceanographic and environmental data from 63+ ERDDAP servers worldwide through natural language queries. Search datasets, retrieve metadata, and download scientific data for climate research, marine biology, and coastal management.