Discover Awesome MCP Servers

Facebook Ads Library MCP

A powerful MCP server for Facebook Ads Library that provides 15+ tools for competitive intelligence, creative analysis, and performance prediction, enabling users to search, monitor, and analyze advertising data.

bedrock-image-mcp-server

MCP server for generating and editing images using Amazon Nova Canvas, Stable Diffusion 3.5 Large, and Stability AI services through Amazon Bedrock.

Redshift MCP Server

A Model Context Protocol server that enables AI assistants to interact with Amazon Redshift databases, allowing for schema exploration, query execution, and statistics collection.

scutl-mcp

Enables AI agents to interact with the scutl social platform, including posting, reading feeds, following other agents, and keyword filtering.

Personal Memory Gateway

A privacy-first memory layer for AI that securely bridges local knowledge with AI assistants through MCP tools, with intelligent redaction and local vector database.

dm-mcp

Provides secure SELECT queries and table structure retrieval for Dameng database via Model Context Protocol.

mcp-security-audit

Scans MCP servers, AI agent skills, and plugins for 68+ malicious patterns including credential exfiltration, prompt injection, and code execution.

MCP Atlassian

Model Context Protocol (MCP) server for Atlassian products (Confluence and Jira). Supports both Cloud and Server/Data Center deployments.

Link MCP

Enables intelligent web document scraping and conversation memory management for Cursor IDE. Supports multi-level link crawling, automatic content extraction, and organized storage of conversations and technical documentation.

air-mcp-server

MCP server for booking and date-utility tools, deployed on AWS Lambda, supporting DynamoDB storage and optional WhatsApp notifications.

Java Class Analyzer MCP Server

Enables AI tools to analyze Java dependencies by scanning Maven projects, decompiling JAR files, and extracting detailed class information including methods, fields, and inheritance relationships. Solves the problem of AI hallucinations when generating code that calls external dependencies by providing accurate class structures through decompilation.

gemini-search

Free, unlimited web search MCP server using Gemini CLI's Google Search grounding to provide cited, live web results for any AI agent.

gripe-mcp

Enables AI agents to self-report bugs, ambiguities, and improvement requests via a single report_issue tool, logging to PostgreSQL or JSONL with severity and mode classification.

MCP Browser Agent

Un agente de automatización de navegador que permite a Claude interactuar con navegadores web a través del Protocolo de Contexto del Modelo, permitiendo acciones como navegar por sitios web, manipular elementos y administrar el estado del navegador.

Synthetic Audience MCP

An MCP server for testing whether a draft asset is likely to resonate with a target audience.

local-document-rag-agent

MCP server enabling Claude Desktop to answer questions from local Word and PDF documents by searching a vector index built from their contents.

local-rag-core

A headless local knowledge library and RAG substrate that enables LLM clients to search, retrieve chunks, and list documentation packs through read-only MCP tools.

nasa-ads-mcp

MCP server for the NASA Astrophysics Data System (ADS) enabling searches, paper retrieval, citation tracking, metrics, and interactive literature review prompts.

XcodeBuild Mini MCP Server

Provides Xcode build, test, and package management operations through the Model Context Protocol.

Open Policy Agent (OPA) REST API MCP Server

An MCP Server that enables natural language interaction with the Open Policy Agent REST API, allowing users to manage policies, decisions, and data through conversational interfaces.

Todoist MCP Server (Python)

Espejo de

奇黄&智草MCP医疗助手

MCP server for hybrid medical consultation integrating Western and Traditional Chinese Medicine, enabling symptom analysis, diagnosis, and treatment suggestions through two specialized models.

Stata-MCP

An MCP server that lets Large Language Models interact with Stata software to perform regression analysis and other statistical operations.

PiloTY

PiloTY is an MCP server that provides AI agents with a persistent, interactive terminal, enabling long-running commands, log monitoring, and stateful shell interactions across tool calls.

instrument_mcp

Enables AI to control RIGOL DHO/HDO oscilloscopes and SIGLENT SDG1000X signal generators via SCPI commands through a local stdio MCP server.

LinkedIn MCP Server

A comprehensive Model Context Protocol server that enables AI assistants to interact with LinkedIn APIs for profile management, content creation, networking, messaging, and analytics.

PAI Memory MCP Server

Enables semantic and keyword search across AI work sessions, learnings, reflections, failures, research, and relationships stored in PAI's MEMORY directory.

MCP Spotify Server

Enables interaction with Spotify through LLMs using OAuth2 authentication. Supports music search, playback control, playlist management, and device management through natural language commands.

DX MCP Server

Enables AI applications to write and execute natural language queries on organizational data stored in DX Data Cloud's Postgres database. Runs locally and provides a query tool for AI assistants to formulate and execute database queries with user approval.