Discover Awesome MCP Servers

Oracle Forms MCP

Enables AI assistants to inspect and query Oracle Forms modules (blocks, triggers, program units, etc.) without Forms Builder, supporting reverse engineering, code review, and modernization.

memory-slim

Memory MCP server optimized for AI assistants, reducing context window tokens by 54.9% while preserving full functionality.

agentcheckpoint

An atomic key-value store for AI agent coordination, ensuring agents always work with the latest state.

feather

MCP server for Feather that lets AI agents compress videos, images, GIFs, and PDFs locally via CLI tools for compression, probing, estimation, and history.

Playread

Enables Google search automation and web content extraction using Playwright. Performs Google searches and fetches main content from web pages, returning structured results in JSON format.

Risha.ai MCP Server

MCP server for the Risha.ai API enabling authentication, capability discovery, credit balance checks, and generation requests with automatic polling.

gsc-mcp-connector

Self-hosted Google Search Console MCP server deployable to Cloudflare Workers, allowing natural language queries of GSC data via ChatGPT, Claude, or any MCP-capable client.

mcp-notify

Provides sound alerts, voice messages, and macOS notifications for Claude Code and other MCP-compatible AI assistants.

attest-mcp

Enables AI agents to scan payment endpoints for safety, returning a letter grade (A–F) and verdict before authorizing payments.

Wiki Analytics Specification MCP Server

Enables AI coding tools to query and validate analytics event specifications maintained as Wiki markdown tables, providing structured access to events, properties, and implementation details through MCP.

owon-spe6103-mcp

MCP server for reading and controlling an OWON SPE6103 programmable DC power supply over USB serial, with safety checks and verified SCPI commands.

AIShield

Scans MCP servers and AI tools for security risks, providing 4-dimensional scoring and badges, with optional guardrail MCP for auto-protection.

RAG MCP Server

Enables Claude to perform retrieval-augmented generation using LangChain, ChromaDB, and HuggingFace models for domain-aware reasoning with PDF embedding, smart retrieval, reranking, and citation-based responses.

Rebrain MCP Server

Enables developers to check system service status, retrieve project documentation, search files, and run whitelisted commands (git, pytest, etc.) securely via natural language.

Zoom MCP Server

An MCP (Multi-Agent Conversation Protocol) Server that enables interaction with the Zoom API through natural language, auto-generated using AG2's MCP builder.

Trading MCP Server

A comprehensive MCP server for stock analysis and trading insights, including stock screening, fundamental analysis, insider trading, options analysis, social media research, and news analysis.

storm-site-mcp

An MCP server for developers to manage Storm-client.net plans, prices, plugins, and plugin links through an AI assistant like Claude.

my-mcp-app

A starter template for building MCP Apps on deco, enabling interactive UIs powered by the Model Context Protocol through tools and HTML resources.

OptionContext

Official MCP Server for Indian Stock Market (NSE & BSE) equities, futures context, and option chains.

mcp-domains

Enables RDAP domain lookup via ICANN standard, free, no authentication required.

@selfagency/beans-mcp

MCP server for Beans issue tracker, providing programmatic and CLI interfaces for AI-powered interactions with Beans workspaces.

On Board

On Board is a local MCP server that gives multiple AI agents and IDEs a shared project memory, ticket queue, and handoff history, so agents can seamlessly continue each other's work. It supports agent-to-agent wake events, enabling autonomous workflows like reject-fix-resubmit cycles without human relay.

mcp-server-sqlite

MCP server for SQLite — query databases, inspect schemas, explain queries, and export data from your IDE.

mneme

Vault-native, accountable memory for Claude Code and MCP clients. Markdown is the source of truth, no LLM on the Stop path.

elgato-keylight

MCP server for controlling Elgato Key Lights. Enables turning lights on/off, adjusting brightness and color temperature, applying presets, and triggering effects via Claude.

DuckDuckGo Search MCP Server

Enables comprehensive internet search capabilities through DuckDuckGo, supporting text, images, videos, news, and books search with advanced filtering options and search operators.

mcp-claude-hackernews

mcp-claude-hackernews

tokenlite-mysql-mcp

Secure and token-efficient MySQL MCP server built specifically for AI agents. Prevents hallucinations, optimizes context windows and blocks dangerous queries.

Facebook/Meta Ads MCP Server

Enables programmatic access to Meta Ads data and management features, including campaign insights, ad account details, performance metrics, and change history through the Meta Ads API.

MCP Accessibility Audit

Performs automated web accessibility audits following WCAG standards using axe-core and Puppeteer, generating detailed reports in Spanish with recommended solutions and code examples.