Discover Awesome MCP Servers

ArXiv MCP Server

Enables AI assistants to search and access arXiv papers through MCP. Supports paper filtering, downloading, and local storage for efficient access.

mcp-geohash

Encode latitude/longitude to geohash strings and decode geohashes to coordinates with offline, keyless operation.

NetSuite MCP Server by CData

NetSuite MCP Server by CData

NocoDB MCP Server

Enables AI agents to interact with NocoDB databases for managing tables, records, views, and file attachments. Supports advanced queries, bulk operations, and full CRUD functionality for storing operational data.

Claude Continuity MCP Server

A Model Context Protocol server that provides persistent memory and conversation continuity for Claude Desktop and Claude Code, allowing users to save and restore project context when threads hit token limits.

mcp-samsara

Fleet management in your assistant — vehicles, routes, drivers and HOS compliance over Samsara's public API.

rizin-mcp

MCP server integrating Rizin reverse engineering, RzGhidra decompiler, and capa for binary analysis, enabling LLMs to open binaries, identify capabilities, extract function addresses, and decompile to C pseudocode.

Tusk Drift MCP

Enables AI assistants to search, analyze, and debug application API traffic captured by Tusk Drift, including HTTP requests, database queries, distributed traces, latency metrics, and error rates.

Google MCP Server

Enables appending structured content to Google Docs and creating Gmail drafts through an MCP-style interface with human approval.

B&R Automation Studio MCP Server

Enables AI assistants to interact with B\&R Automation Studio projects by building code, running ARsim simulators, and reading or writing OPC UA variables. It facilitates industrial automation development and real-time variable integration through natural language commands.

3dsmax-mcp

Connect AI agents to Autodesk 3ds Max through the Model Context Protocol, enabling natural language control of scene creation, materials, modifiers, rendering, and plugin workflows.

Gen AI Lyrics Search Agent

A generative AI agent that searches song lyrics across the web and returns results formatted for mobile apps, built with MCP.

geminicli-mcp

A stateless MCP server that wraps the headless Gemini CLI, providing tools to send prompts to Google's Gemini models and receive text responses. It supports both simple prompts and prompts with contextual information.

Gemini CLI MCP Server

An MCP server that wraps the Gemini CLI to provide tools for executing prompts, managing chat sessions, and accessing CLI extensions. It supports both local stdio and remote SSE transports for flexible integration with MCP clients.

web-audit-mcp

Enables auditing of websites for performance, SEO, accessibility, security, and mobile readiness, with tools to validate URLs, run page audits, save results, and retrieve reports.

bluecolumn-mcp

Persistent semantic memory for MCP-compatible agents, enabling them to remember and recall text, audio, and documents across sessions.

Docfork

A Model Context Protocol (MCP) server that provides daily-refreshed documentation for 9000+ libraries directly in AI code editors, helping developers avoid outdated references and hallucinations.

BIM Portal MCP Server

A comprehensive MCP server implemented in TypeScript that provides access to the German BIM Portal REST API, enabling querying of organizations, building properties, LOINs, domain models, and AIA resources through natural language.

MCP Mobile Automation Server

Enables AI assistants to execute mobile automation tests using Cucumber.js, including device management, test scenarios, and APK uploads.

NEL VEIL MCP

Enables AI agents to perform passive security scans on domains, checking email spoofing (DMARC/SPF/DKIM), TLS weaknesses, security headers, exposed files, and subdomain-takeover risk without needing an API key.

repo-context

Read-only repository context explorer for coding agents. Provides repository exploration tools via CLI or MCP adapter.

facturx-mcp

An MCP server for electronic invoicing that enables generating, validating, and parsing Factur-X and ZUGFeRD compliant XML invoices. It supports the French 2026 B2B reform and provides integration with Chorus Pro for automated invoice submission and status tracking.

MyWhoosh MCP Server

Enables seamless interaction with MyWhoosh API for managing workouts, training sessions, and settings via natural language.

Research Powerpack MCP

Enables AI assistants to perform comprehensive research by searching Google, mining Reddit discussions, scraping web content with JS rendering, and synthesizing findings with citations into structured context.

Company Data MCP Server

Enables read-only access to company data across PostgreSQL, MongoDB Atlas, and flat files through MCP tools, allowing AI assistants to query and retrieve information via natural language.

Synapse — GEO Growth Layer

The GEO check every vibe coder runs before they launch. MCP server that lints, auto-fixes, and tracks how AI agents discover any product. 6 tools — geo_check, geo_fix, geo_track_init, geo_prompts, geo_status, geo_corpus_query.

trae-swagger-mcp

Enables Trae IDE to parse and query Swagger/Knife4j API documentation by converting JSON format interface documents into a searchable text format, allowing developers to efficiently retrieve API information through natural language queries.

yagames-mcp

MCP server for Yandex Games that enables searching the catalog, managing game drafts, uploading builds, and publishing games.

Homelab MCP starter

A minimal MCP server for homelab environments, providing demo tools like ping and echo over Streamable HTTP for testing client-server integration.

MCP Server for Oracle Database

Enables AI applications to run SQL queries and retrieve results from Oracle Database.