Discover Awesome MCP Servers

Lintbase

Developers are constantly feeding context files to AI tools like Cursor, Windsurf, Copilot Workspace, and Claude Code. If your agent doesn't understand your real database schema, it writes code that fails in production. LintBase acts as the bridge. It connects directly to your database, reads the ground truth of your live documents, and generates structured context optimized for AI. 🤖 Stops AI

Weather Server

Provides access to weather alerts and forecasts for US locations using the National Weather Service public APIs.

MCP Python Interpreter

A Model Context Protocol server that allows LLMs to interact with Python environments, enabling code execution, file operations, package management, and development workflows.

hac-mcp

Provides AI assistants with programmatic access to SAP Commerce Cloud's Hybris Administration Console (HAC), enabling automated FlexibleSearch queries, ImpEx imports, Groovy script execution, and system administration across multiple environments with fine-grained permissions.

ClickUp MCP Server

Enables interaction with ClickUp's project management platform through comprehensive task management, workspace hierarchy navigation, time tracking, document management, and team member operations via the complete ClickUp REST API.

SigmaUI DS MCP Server

Exposes SigmaUI Design System components to AI assistants, providing tools for component documentation, search, usage examples, and design tokens to accelerate Vue 3 and Nuxt 3 UI development.

hydrawise-mcp

MCP server for Hunter Hydrawise irrigation controllers, exposing the Hydrawise REST API as tools for AI agents to manage watering schedules and controller settings.

MCP Test MCP

A specialized testing harness that enables AI assistants to thoroughly test other MCP servers by connecting to them, discovering their tools/resources/prompts, executing test calls, and performing end-to-end validation with LLM integration.

PostcardAI MCP Server

Enables AI assistants to create, design, and send physical postcards directly through the PostcardAI platform. It provides comprehensive tools for managing contacts, generating postcard designs from prompts, and tracking mailing delivery metrics.

Custom MCP Server on Databricks Apps

Enables deployment and hosting of custom MCP servers on Databricks Apps platform. Provides a template and deployment methods for creating scalable MCP servers with Databricks authentication.

biascope

MCP server for scanning AI systems and code for demographic, occupational, and geographic biases. Enables CI integration and AI agent-driven bias detection.

Minimal Godot MCP

Provides instant GDScript syntax validation and diagnostics by bridging Godot's native Language Server Protocol to MCP clients. Enables real-time syntax checking in AI assistants without requiring custom plugins or context switching to the Godot editor.

Optimike Obsidian Tasks MCP

Enables AI-assisted task management by extracting and querying Obsidian Tasks from markdown files, with support for status mapping, date filters, and Obsidian Tasks query syntax.

invariant

A unified API provisioning layer that provides AI agents with access to multiple services like weather, stocks, health data, maps, and LLMs through a single MCP endpoint. It handles account creation, key management, quota enforcement, and failover so developers never need to interact with individual provider portals.

KEGG MCP Server

Enables natural language querying and analysis of KEGG biological databases, including pathways, genes, compounds, reactions, diseases, and drugs.

RetroMCP

Enables AI assistants to manage Raspberry Pi systems and RetroPie gaming setups through SSH, allowing natural language configuration of emulators, controllers, and system settings.

GitLab MCP Server

Enables interaction with GitLab repositories through natural language, supporting project management, issue tracking, merge requests, file access, and repository operations. Includes a conversational agent interface with structured outputs for comprehensive GitLab workflow automation.

surf-mcp

Enables visual browser automation through natural language descriptions, allowing AI to click, type, and navigate web pages by seeing the page.

TyranoStudio MCP Server

Enables comprehensive management of TyranoStudio visual novel projects including project creation, scenario editing with syntax validation, resource management, and TyranoScript development assistance. Supports project analysis, template generation, and Git integration for visual novel game development.

AI or Not MCP Server

Enables detection of AI-generated content in images, videos, audio, and text via the AI or Not API. Supports media analysis tools for deepfakes, synthetic voices, and AI-written text.

vault-mcp

Exposes OS keychain or AES-256-GCM encrypted file secrets as MCP tools, allowing reading, setting, and listing secrets without exposing values in conversation messages.

FinData MCP

FinData MCP gives AI agents access to market data, company fundamentals, and macroeconomic indicators via MCP. It covers stocks, ETFs, crypto, forex, commodities, and economic time series.

dotfiles-manager MCP Server

Enables AI agents to manage dotfiles using git bare repos, supporting tracking, syncing, multiple stores, and remote setup through natural language.

Juspay MCP Tools

Enables AI agents to interact with Juspay's payment processing APIs and merchant dashboard for managing orders, transactions, refunds, customers, gateways, and reporting through natural language.

SVT Text-TV MCP Server

Provides access to Swedish Text-TV content from SVT including news, sports, weather forecasts, and TV schedules through the Model Context Protocol.

gmail-mcp

Enables AI assistants to read Gmail and create drafts securely with read-only access and query whitelisting.

Massive.com MCP Server

Provides access to comprehensive financial market data from Massive.com API, including real-time and historical data for stocks, options, forex, crypto, trades, quotes, market snapshots, ticker details, dividends, splits, fundamentals, and market status through an LLM-friendly interface.

Confluence MCP Server

A server that allows Cursor AI to access and search through Confluence documentation as a context source.

heuristic-mcp

Enables smart code search in your editor using natural language queries, building an index of your workspace.

AgentData MCP Server

Connects AI agents to AgentData's company intelligence platform, enabling natural language queries for structured company data like tech stacks, emails, people, and signals.