Discover Awesome MCP Servers

astro-ai-locator-mcp

Resolves a UI element hash from an Astro dev server to its source file, line, and column, enabling AI agents to edit the exact code.

ZenTao MCP Server

Enables interaction with ZenTao project management software through its REST API. Supports bug tracking, product management, and issue resolution with secure authentication for streamlined development workflows.

Cisco PSIRT OpenVuln MCP Server

A production-quality MCP server for querying Cisco security advisories via the PSIRT OpenVuln API v2, enabling LLM-powered interfaces to search, filter, and analyze Cisco vulnerability data.

greek-competition-mcp

Enables querying Greek competition data—regulations, decisions, and requirements from the Hellenic Competition Commission—directly from MCP-compatible clients like Claude or Cursor.

Any2Markdown MCP Server

Converts PDF, Word, and Excel documents to Markdown with image extraction and header/footer removal via MCP or REST API.

@theyahia/sendpulse-mcp

Enables managing SendPulse email campaigns, mailing lists, templates, SMTP, and push notifications via MCP.

pg-guard-mcp

Enables read-only PostgreSQL interaction through safe query execution, query planning, table and column inspection, and privilege checks, with multi-layer defenses against write operations and transaction-control exploits.

Amazon Ads API MCP

Enables AI applications to interact with Amazon Advertising API through the Model Context Protocol. Supports campaign management, performance reporting, audience targeting, and comprehensive advertising operations across Amazon's advertising ecosystem.

Mcity Data Engine MCP Server

Enables natural language interaction with complex computer vision workflows such as auto-labeling, class mapping, and embedding selection through an LLM-agnostic MCP orchestration layer.

SNOMED GraphRAG MCP Server

GraphRAG MCP server for querying SNOM CT medical terminology via Neo4j, offering graph_search_concept and graph_get_related tools to search and traverse concepts and relationships.

Edition Intelligence Platform

Japan Operations OS for AI agents — 14 knowledge domains covering regulations, protocols, calendar, travel, food culture, language, disaster safety, daily life, and persistent memory. 31 MCP tools via REST + Streamable HTTP.

obsidian-tasks-mcp

Enables AI assistants to extract and query Obsidian Tasks from markdown files, supporting task metadata and advanced filtering via Obsidian Tasks query syntax.

bar-assistant-mcp

MCP server for Bar Assistant that enables searching cocktails, managing ingredients, shelves, shopping lists, and collections via natural language.

ainpcengine

MCP server for creating, managing, and interacting with AI-powered NPCs with persistent memory, supporting dialogue, game events, and persona generation for coding agents.

Stitch Design Agent

Brings Google Stitch design tools into AI assistants, enabling browsing projects, viewing screen designs, extracting design tokens, and generating new screens via natural language.

MCP Perplexity Pro

A comprehensive MCP server that provides intelligent access to Perplexity AI's search and reasoning models with automatic model selection, conversation management, and project-aware storage. Supports real-time search, deep research, chat sessions, and async operations for complex queries.

rpmc-superops-mcp

Provides authenticated, read-only access to SuperOps data via MCP, supporting stdio and HTTP transports with privacy-safe redaction.

HeaderHawk

An advanced email security analysis MCP server for real-time phishing detection, comprehensive header analysis, and threat intelligence integration. It enables users to extract indicators of compromise and validate email authentication protocols like DKIM, SPF, and DMARC.

github-mcp

MCP server exposing GitHub tools for issues, pull requests, and code browsing via the GitHub REST API. Designed for local LLM clients with flat arguments and streamable HTTP support.

Foundry API MCP Server

Provides bounded API tools for web page rendering, document extraction, B2B enrichment, local business search, and more via MCP protocol.

CodeLogic

Interact with CodeLogic, a Software Intelligence platform that graphs complex code and data architecture dependencies, to boost AI accuracy and insight.

NetLens

An MCP server that fetches any URL and returns clean Markdown, plus web search with real links.

Restaurant365 MCP Server

Provides live, near-real-time read access to Restaurant365 OData API for financial and operational data queries.

MCP Affinity Designer Server

This MCP server enables AI assistants to interact with Affinity Designer for document manipulation, layer management, export operations, and tool automation.

Reddit MCP Server

A Model Context Protocol server that enables AI assistants to fetch Reddit content including consensus on topics, top posts, helpful links, and related subreddits.

Weather MCP

Provides current weather conditions, seven-day forecasts, and US weather alerts using Open-Meteo and National Weather Service APIs. It enables users to retrieve global weather data and regional alerts without requiring any API keys.

Expense Tracker MCP Proxy

A proxy server that connects to a remote FastMCP expense tracker, enabling users to add, list, update, delete, and summarize expenses with categories and date ranges through natural language.

GPAC Test Suite MCP Server

Provides intelligent access to GPAC multimedia framework's 8,600+ test cases, enabling AI assistants to answer questions about GPAC usage with precise, validated command-line examples. Users can ask natural language questions and get reliable GPAC commands for multimedia processing tasks like DASH streaming, MP4 encryption, and subtitle handling.

expense-splitter-mcp

A Model Context Protocol (MCP) server for managing shared expenses between groups, with tools for group management, expense tracking, and debt simplification.

Poe Algolia MCP Proxy

An OpenAI-compatible proxy that forwards chat completions to Poe API and transparently executes Algolia MCP tool calls on the server side.