Discover Awesome MCP Servers

BugBug MCP Server

Enables comprehensive interaction with the BugBug test automation platform through its API. Supports running tests, monitoring execution status, managing test suites, retrieving results and screenshots, and performing batch operations through natural language commands.

MCP For Unity

Enables AI clients to interact with and control the Unity Editor through a Python MCP server bridge, allowing natural language-based Unity project manipulation.

mcp-dora

DORA compliance scanner MCP server that scans projects for regulatory gaps, classifies entities, generates reports, and optionally produces ICT registers and incident templates with cryptographic certification.

Crypto Price MCP Server

A Model Context Protocol server that provides real-time cryptocurrency price fetching capabilities using the CoinGecko API. It enables LLMs to retrieve and process the latest price for any coin by its name or symbol.

Pythia MCP

An MCP server that interfaces with the Lilith library to analyze Higgs boson phenomenology and LHC experimental data. It enables AI assistants to constrain new physics theories by calculating likelihoods and signal strengths for various particle physics scenarios.

slab-email

Headless email connector that lets AI agents read, search, draft, and send emails across multiple providers (Proton, IMAP/SMTP, Gmail) via REST and MCP tools, with scoped permissions and encrypted credential storage.

Self-Hosted EdgeOne Pages MCP

Enables AI assistants to deploy and manage static websites via EdgeOne Pages, with one-click deploy and API support.

mcp-ibkr-agent

Enables AI agents to trade on Interactive Brokers: check quotes, balance, positions, and execute buy/sell orders (including fractional shares by dollar amount) via the Client Portal API.

cricket-mcp-server

An MCP server for fetching cricket data from Cricbuzz, including player statistics, live match scores, upcoming schedules, and the latest news.

Garmin Documentation MCP Server

Provides offline access to complete Garmin Connect IQ SDK 8.2.3 documentation with enhanced search, device reference, programming guides, and FAQ for AI assistants.

arXiv Search MCP Server

Provides search functionality for arXiv.org papers through the official arXiv API, allowing users to search papers by keywords, filter by subject categories and date ranges, and receive comprehensive metadata including PDF links.

pubmed-evidence

Enables PubMed literature search, metadata retrieval, BibTeX export, and evidence table generation for biomedical research agents.

mcp-www

Enables MCP server discovery via DNS TXT records, allowing agents to find, browse, and install MCP servers using existing DNS infrastructure without centralized registries.

FEFLOW MCP Server

Enables AI assistants to control FEFLOW 7.5 groundwater simulation software through MCP, supporting model loading, mesh operations, parameter management, and result export.

Weather MCP Server

Provides weather query capabilities using the Open-Meteo API with a tool for city/coordinate weather and a weather resource URI.

subiekt123-mcp

Stateless MCP server for invoicing in Subiekt 123 using the InsERT API, enabling tools to preview and create invoices, manage documents, and fetch exchange rates.

LicenseSpring MCP Server

An MCP server implementation that integrates with LicenseSpring APIs, providing comprehensive license management and customer operations capabilities.

mcp-assist-memory

An MCP server that provides a shared memory layer for Claude across claude.ai, Claude Code CLI, and Desktop, storing revisioned memory entries, session timelines, handoffs, and uploaded artifacts in SQLite.

advancedmd-connector

Centralized MCP server that provides a unified tool surface for accessing AdvancedMD data, managing credentials, sessions, and rate limits for multiple backend workflows and AI agents via HTTP or MCP.

zotero-mcp

MCP server for interacting with a Zotero library via the local API. Enables searching, retrieving, creating, updating, and deleting Zotero items, managing collections and tags, and generating citations.

mcp-redis-diagnostics

A lightweight npm MCP server for deep Redis diagnostics, offering tools for memory, slowlog, clients, keyspace, latency, and config analysis with AI-powered recommendations.

RunPod MCP Server

A Model Context Protocol server that enables interaction with the RunPod REST API through Claude or other MCP-compatible clients for managing pods, endpoints, templates, network volumes, and container registry authentications.

BrowserBuddy

An MCP server that turns your real Chrome or Firefox browser into a shared space with an AI assistant, enabling it to act, observe, wait for you, collaborate step-by-step, and learn tasks from demonstrations.

Acceptance Criteria Extractor

Extracts explicitly written acceptance criteria from requirement documents, user stories, and similar texts, returning structured criteria and Given/When/Then pieces.

Vault Knowledge MCP Server

Read-only MCP server that surfaces contradictions in an Obsidian vault's knowledge graph via semantic search and reasoning edges.

JSON MCP Boilerplate

A starter template for building MCP (Model Context Protocol) servers with TypeScript support. Provides a clean foundation with example tools, resources, and prompts for creating custom integrations with Claude, Cursor, or other MCP-compatible AI assistants.

mcp-openmemory

Enables Claude to remember conversations and learn over time by storing and recalling messages, memory abstracts, and recent history using a local SQLite database.

SEO Content Autopilot by Citedy

Full-stack AI marketing toolkit with 41 MCP tools: SEO article generation in 55 languages, trend scouting (X/Reddit), competitor analysis, content gap detection, social media adaptations for 9 platforms, AI avatar video shorts, content ingestion (YouTube/PDF/web), lead magnets, and automated content autopilot.

macOS Control MCP Server

Enables full desktop automation on macOS through natural language, including mouse control, keyboard input, screen capture, and GUI interaction using PyAutoGUI.

jw-org-mcp

An MCP server that provides controlled, verifiable access to official jw.org content, enabling AI applications to search articles, retrieve full articles, and lookup scriptures without hallucinations.