Discover Awesome MCP Servers

Facebook Ads MCP Server

Connects AI assistants to Facebook's Ads API to enable natural language queries for campaign data, insights, and performance metrics. It allows users to manage ad accounts and retrieve detailed analytics like impressions, clicks, and spend through MCP-compatible interfaces.

Dynamic Per-User Tool Generation MCP Server

Enables dynamic generation of tools based on user-specific permissions from an external API. Users receive personalized tools tailored to their access rights, with intelligent caching and graceful fallback to static tools.

Lotlytics — Real Estate Market Data

Live real estate market data for 895 US metros. Ask your AI assistant about home prices, rental yields, investment health scores, migration trends, and affordability. Free tier covers top 50 markets (no account needed). Premium tier unlocks all 895 markets, HUD Fair Market Rents, side-by-side market comparison, and filtered market search.

ssh-agent-mcp

Enables AI assistants to manage SSH connections, execute commands, and transfer files via SFTP over the Model Context Protocol.

yfinance

A Model Context Protocol (MCP) server that provides comprehensive access to Yahoo Finance data through 18 specialized tools for pricing, financials, options, holders, and news.

AFFiNE MCP Server

Enables interaction with AFFiNE workspaces through GraphQL API to manage documents, search content, handle comments, and access version history. Supports comprehensive workspace operations including document publishing, comment management, and user authentication via session cookies or personal access tokens.

mcpcatalogs

Enables AI assistants to search, compare, and get detailed information about MCP servers from the mcpcatalogs.com directory.

Abacate Pay MCP Server

Enables integration with Abacate Pay API for managing payments, customers, and billing through AI assistants. Supports multi-tenancy, PIX QR codes, discount coupons, and payment simulation with secure per-request API key authentication.

scry

Marker-indexed SQL cache MCP server that indexes in-file @scry.\* markers into a SQLite database, enabling agents to query structured project knowledge via read-only SQL without LLM reasoning.

Slate MCP Server

Connects Technolutions Slate with Claude to query and analyze student enrollment demographics, diversity metrics, and enrollment funnel data through natural language.

EODHD MCP Server

Enables interaction with EOD Historical Data APIs, providing access to 75 read-only tools for financial data including fundamentals, news, screeners, and options via MCP transports.

Code Graph Context

Builds rich code graphs from TypeScript/NestJS codebases using AST analysis and Neo4j, enabling semantic search, natural language querying, and intelligent graph traversal to provide deep contextual understanding of code relationships and dependencies.

MCP Llama Integration Server

Implements the Model Context Protocol to retrieve context from a locally running Llama model, enabling AI applications to query and receive relevant information.

Context Sync

An open-source memory layer that provides persistent project context and architectural history for AI development tools across multiple platforms and sessions. It enables AI assistants to maintain a shared understanding of codebases while integrating directly with services like Notion for documentation management.

Agent Context Optimizer MCP

Analyzes tasks to recommend the minimal set of MCP servers needed, reducing context window waste by up to 85%.

TaobaoScraper MCP Server

An MCP server for scraping product data from Taobao/Tmall and JD.com, providing 8 tools for scraping, task management, notifications, and system control.

jira-full-mcp

A local MCP server for administering Atlassian Cloud Assets and Jira, providing hundreds of tools for schemas, projects, workflows, and more.

MCP Server Knowledge Engine

Transforms PDF collections into a searchable knowledge base using TF-IDF indexing and proximity matching. It enables users to search documents, retrieve specific page content, and manage document libraries through natural language via MCP clients.

MCP Logging Assistant

Provides comprehensive logging and monitoring capabilities for MCP services with real-time log tailing, advanced search, error analysis, and anomaly detection. Enables centralized log aggregation, correlation tracking, and health monitoring across all MCP ecosystem services.

Intuition MCP Server

An HTTP stream server for interacting with the Intuition knowledge graph, enabling users to query and manage data through tools like extracting triples, searching entities, retrieving account info, and exploring relationships.

Azure Key Vault MCP

Enables management of Azure Key Vault secrets and certificates, including creation, retrieval, deletion, format conversion (PEM/CRT to PFX), certificate chain imports, and self-signed certificate generation.

flstudio-mcp

AI control for FL Studio via the Model Context Protocol — full in-DAW mixing (Mix Doctor diagnosis, gain staging, EQ/compression/reverb, reference matching), routing, and composition through Claude and any MCP client. 67 tools. Windows.

AgentWebSearch-MCP

An MCP server that provides web search and content fetching using real Chrome browsers via CDP, bypassing bot detection and requiring no API keys.

SkillPress

Compiles websites, docs, and repositories into agent-ready SKILL.md packages for AI coding agents.

MCP Outlook Server

Enables sending emails through Microsoft Outlook using the Microsoft Graph API. Provides the missing send-email capability for Agent Builder's Outlook connector with support for both delegated and app-only authentication flows.

iOS Automation MCP Server

A Model Context Protocol server that enables AI assistants to interact with iOS simulators, perform accessibility testing, manage apps, and automate complex iOS workflows.

MCP Weather Server

Enables AI agents to retrieve real-time weather conditions and forecasts via OpenWeatherMap API. Supports interactive weather queries and travel planning through MCP tools, resources, and prompts.

ob-smart-connections-mcp

Enables AI agents to find semantic connections and perform text searches in Obsidian vaults using the Smart Connections plugin data.