Discover Awesome MCP Servers

VibeTape MCP Server

Captures key development moments, enables multi-agent traceability, provides intelligent context curation, and facilitates seamless agent-to-agent handoffs.

Okta MCP Server

Enables LLM agents to manage Okta organizations through the Okta Admin Management APIs, supporting user provisioning, group management, and more via natural language.

json-sanity

Deterministic JSON validation and repair for AI agents. Validates, repairs, schema-checks, and diffs JSON so long-running agents don't corrupt their session state with malformed writes.

i18n-tools-mcp

Enables AI agents to read and write JSON translation files (i18n, i18next, react-i18next) via the Model Context Protocol.

meta-ads-mcp

MCP server for Meta Marketing API v25.0 — 123 tools for Facebook & Instagram ad campaign management

parallelix-mcp

MCP server for the ParalleliX Compute API that lets you offload parallel inference tasks (bulk classify, extract, summarize, etc.) to a distributed network of open-source models.

Riddle MCP Server

Enables browser automation and debugging through the Riddle API, including taking screenshots across devices, running Playwright scripts, and capturing console logs and network traffic.

ThinAir Geo

Location & routing intelligence for AI agents — geocoding, truck routing, traffic, weather, and place search.

Cube MCP Server

Enables users to interact with Cube's AI agent for real-time analytics and data exploration through a chat interface. It supports generating data visualizations, performing SQL queries, and analyzing trends using natural language.

google-search-console-mcp

Query Google Search Console search analytics, inspect URL indexing status, manage sitemaps, and analyze keyword performance. 13 tools covering search queries, page performance, sitemap management, and index coverage.

MCP Prediction Markets

Provides search, trending, odds, arbitrage, and category browsing for prediction markets (Polymarket & Kalshi) via the Model Context Protocol, enabling AI agents to access live market data without API keys.

Devici MCP Server

Enables interaction with the Devici API for managing threat models, security components, mitigations, users, teams, and collections through natural language.

Jupyter Notebook MCP Server

Provides tools for interacting with Jupyter notebooks, allowing users to read, add, and execute notebook cells. It supports full notebook execution and metadata retrieval through the FastMCP framework.

thales-cdsp-crdp-mcp-server

Enables AI applications to protect and reveal sensitive data via Thales CipherTrust CRDP service, supporting bulk operations, versioning, and monitoring.

Blind-Audition-MCP

A zero-cost MCP server that forces AI to self-correct code using prompt injection and context isolation.

Penpot MCP Server

Enables AI agents to programmatically access self-hosted Penpot instances to read, create, modify, and export design elements through natural language. It provides 66 tools for managing projects, shapes, design tokens, and comments using a dual-access strategy of direct database reads and RPC API writes.

MCP Server Basic Example

A demonstration implementation of a Model Context Protocol server that provides simple mathematical tools (add, subtract) and personalized greeting resources.

Mcp Weather

一个简单的 MCP 服务器，提供天气信息。

mcp-primer

An MCP server that enables AI models to render GitHub's Primer React components directly within chat interfaces using a JSON component tree. It provides tools to list available components and display interactive UI elements with full GitHub theming support.

IBM Content Services MCP Server

Enables AI models to interact with IBM FileNet Content Manager for document lifecycle management, metadata extraction, legal holds, and AI-powered search, summaries, and Q\&A.

codex-mcp-agent

Enables Claude Code, Cursor, and other AI tools to call OpenAI Codex for task execution, with safe and writable modes.

claude-for-abap

MCP server giving Claude (and any MCP-compatible client) live access to SAP systems via ADT for reading, searching, editing, and activating ABAP objects.

schema-viz

A local MCP server that renders a database schema as an interactive, dbdiagram.io-style ER diagram in your browser.

digital-fireplace-mcp

MCP server for 34 embeddable pixel-art digital fireplaces. Enables listing fireplace styles, retrieving HTML/embed codes, and getting recommendations based on mood or tags.

ai-dev-mcp-server-test-1743931217520

AI 기반 개발 MCP 서버

Jokes MCP Server

An MCP server that enables Microsoft Copilot Studio to fetch random jokes from multiple sources including Chuck Norris jokes, Dad jokes, and Yo Mama jokes.

nod-mcp-server

Enables AI agents to discover and interact with businesses by reading structured NOD manifests. Provides tools to look up business capabilities and check if specific actions like ordering food or booking appointments are supported.

Express MCP Server

A modular Model Context Protocol server implementation using Express.js that provides example mathematical and echo tools with HTTP streaming support and easy extensibility for adding custom tools.

Houdini MCP Server

Enables AI-assisted 3D content creation by allowing Claude Code to control SideFX Houdini directly, including creating nodes, setting parameters, executing HScript commands, and building complex procedural networks.

snapforge-mcp

Enables AI agents to capture screenshots and generate PDFs from URLs or HTML via the SnapForge API.