Discover Awesome MCP Servers

unity-biome-mcp

MCP server for controlling the Unity Editor from AI clients. 140+ tools for scenes, GameObjects, components, assets, Shader Graph, PlayTest DSL, screenshots with visual diff, batch operations with Undo rollback, and in-editor chat. Token-efficient plain-text protocol.

Homerun ATS MCP Server

MCP server that connects AI agents to Homerun, an applicant tracking system. Enables AI-assisted candidate review: browse vacancies, inspect applications, and leave review notes.

Podlings MCP

An MCP server for accessing and analyzing Apache Software Foundation Incubator podling data from podlings.xml. It provides tools to query podling metadata, generate statistics, and analyze incubation trends over time.

Gigwa MCP Server

An MCP server that interfaces with Gigwa for genotyping data import, analysis, and audit, enabling users to perform complex workflows through natural language commands.

idrac-design-mcp

Exposes iDRAC design-system knowledge via a single get_component tool, currently returning placeholder data for known components.

Trader Journal MCP

Provides AI-powered trading analytics and coaching by analyzing historical trades to identify strategies, emotional patterns, and behavioral mistakes via MCP tools.

Basic MCP Server

A minimal Model Context Protocol server template built with Smithery SDK that demonstrates basic tools, resources, and prompts functionality for getting started with MCP development.

Kafka MCP Server

A comprehensive MCP server for Apache Kafka operations, enabling seamless integration with Claude Desktop and other MCP clients for cluster management, topic operations, and message streaming.

AE-MCP

Automate Adobe After Effects with AI through 70+ MCP tools.

PDF Reader MCP

A high-performance Model Context Protocol server that enables AI agents to extract text, images, and metadata from PDF documents using parallel processing. It features intelligent Y-coordinate content ordering to preserve natural reading flow and supports both local files and URL-based sources.

Squarespace MCP Server

A comprehensive MCP server for Squarespace that enables AI assistants to manage websites, handle e-commerce operations, create content, and view analytics through 67 tools and 15 React apps.

transcend

A code-intelligence MCP server for coding agents that combines a static repository map (via tree-sitter) with precise live navigation (via LSP), providing structured, token-budgeted responses anchored to file:line.

PG Connection Pool Query Gateway

Enables agents to run SQL queries against PostgreSQL databases through MCP with connection pooling, tenant isolation, and read-only guardrails. Supports introspection of schemas, tables, and columns.

sd-neo-mcp

MCP server and CLI tool connecting to SD WebUI Forge NEO, enabling image generation, model management, and more via natural language.

Aviation Weather MCP Server

Provides real-time access to official aviation weather data including METARs, TAFs, and PIREPs directly from aviationweather.gov. It enables users to query airport observations, forecasts, and pilot reports through natural language within Claude.

APEX PSI MCP Server

Provides cryptographic truth infrastructure for AI agents, enabling them to seal content with SHA-256 and Ed25519, verify receipts, anchor them to Bitcoin via OpenTimestamps, generate citations, and audit chains of receipts.

tasks-mcp

A local MCP server for managing a personal kanban board with SQLite, enabling task creation, editing, and movement across backlog, in progress, testing, and done columns.

Finance MCP Server

Enables fetching financial statements (Income Statement, Balance Sheet, Cash Flow) for public companies using data from Yahoo Finance, free and no API key required.

artifyde-mcp

Enables agents to publish HTML artifacts to permanent, shareable, versioned pages on Artifyde via MCP.

OVB3 Bridge

MCP server + CLI for automating Oracle Visual Builder Studio/VBCS app development, enabling artifact read/write, build/audit execution, and VBCS REST API interactions from Claude.

brick-ontology-mcp

Provides offline access to the Brick Schema ontology, enabling validation and search of building metadata classes through MCP tools.

ARM MCP Server

MCP server for AutoRABIT ARM APIs, covering CI Jobs v1 endpoints, Deployment Reporting v1 endpoints, and SIEM Audit Logs.

kappa-eeg-checker-mcp

MCP server for foldkit — exposes the 7-prime spine, 7 κ-bands, and 6 fold operations as native tools and resources in any MCP client.

Agent Team MCP Server

Enables real-time communication and orchestration of multiple AI agents with a web dashboard for monitoring agent activities, tasks, and artifacts.

Smart Terminal MCP

A lightweight MCP server that enables AI assistants to interact with the local machine through terminal, filesystem, and Python execution tools.

Robust Long-Term Memory MCP

A persistent, human-like memory system for AI companions in LM Studio, using SQLite and ChromaDB for hybrid storage, enabling seamless recall across sessions and models.

Shopify Editions Spring '26 MCP

Query 237 features from Shopify's Spring '26 Edition with per-claim trust ratings (primary docs vs. marketing) through any AI agent — local or hosted.

teams-mcp

Enables interaction with Microsoft Teams chats and channels using official Microsoft Graph API or Power Automate for enterprise environments with restricted permissions.

remove-background

A Model Context Protocol server for removing backgrounds from images using AI-powered segmentation models.

asm-mcp-server

Enables LLMs to conduct passive attack-surface research by collecting public information, referencing saved reports, and verifying evidence through MCP tools.