Discover Awesome MCP Servers

LLM Optimizer

LLM Optimizer is an AI visibility intelligence platform. It analyzes how large language models and AI search engines perceive, cite, and recommend brands; then provides research-backed optimization strategies to improve that visibility.

Jenkins MCP Server

Enables interaction with Jenkins instances to manage jobs, builds, and nodes through the Model Context Protocol. It provides capabilities to trigger builds, read console outputs, and search log sections using regular expressions.

MSFConsole MCP Server

Enables secure integration with Metasploit Framework for AI assistants, providing comprehensive access to penetration testing tools, module management, payload generation, and database operations. Designed for authorized security testing and defensive analysis with 28 specialized tools covering complete MSF functionality.

German Family Business Knowledge Graph MCP Server

An MCP server that enables AI assistants to query and access structured knowledge about German family businesses through a Neo4j graph database, supporting complex relationship queries and semantic searches.

Asana MCP Server

Enables comprehensive Asana workspace management through natural language, supporting task tracking, project planning, team collaboration, and workflow automation across workspaces, projects, sections, and tasks.

mnemo-mcp

Persistent AI memory with SQLite hybrid search (FTS5 + semantic), built-in Qwen3 embedding, and rclone sync across machines.

docx-mcp

An MCP server for reading, editing, and validating Microsoft Word documents with specialized support for track changes, comments, and footnotes. It enables structural auditing, heading extraction, and precise OOXML-level document manipulation through natural language tools.

SEO Research MCP

Enables AI coding assistants to perform SEO research tasks including backlink analysis, keyword research, traffic estimation, and keyword difficulty analysis using Ahrefs data directly within IDEs.

Unified Salesforce Documentation MCP Server

Enables LLMs to scrape, index, and search modern and legacy Salesforce documentation by piercing complex Shadow DOM and iframe structures. It supports hierarchical spidering of entire guides and local RAG capabilities using a SQLite database for offline querying.

GitHub Search MCP Server

Enables searching and exploring GitHub repositories with tools for cloning repos, searching code with regex, browsing directory structures, reading files, and extracting code outlines.

SSH MCP Server

Enables AI assistants to securely connect to and manage remote servers via SSH, supporting command execution, file transfers via SFTP, and multi-server management with both password and SSH key authentication.

Weapon Recoil Generator (WRG)

Enables FPS game developers to generate and visualize weapon recoil patterns for machine guns, pistols, and shotguns via API calls. It provides tools for both recoil trajectory data generation and 2D scatter plot visualization to streamline game balancing.

mma-mcp

An MCP server that connects AI assistants to a local Wolfram Engine, enabling symbolic math, numerical analysis, and data visualization through Wolfram Language. It provides secure expression filtering, client authentication, and supports both local stdio and HTTP transports.

HOPX MCP Server

Enables AI assistants to execute Python, JavaScript, Bash, and Go code in blazing-fast (~0.1ms startup), isolated cloud containers with secure, ephemeral environments that auto-destroy after use.

MCP PyBoy Emulator Server

A Model Context Protocol server that allows LLMs to interact with Game Boy games through PyBoy emulation, providing capabilities to load ROMs, control games, capture screens, save/load states, and maintain game knowledge.

the13f-mcp

Institutional 13F intelligence for Claude Desktop, Cursor, and VS Code. Nine Read tools: manager search, holdings, portfolio similarity, consensus portfolio, market regime, sector flows.

Mongo MCP Server

Um servidor de Protocolo de Contexto de Modelo alimentado por IA em Spring Boot para interagir com MongoDB.

Rundeck MCP Server

Enables interaction with Rundeck instances to list jobs, execute jobs with options, and retrieve execution status and logs through natural language commands.

sbb-mcp

Independent MCP client by swsistrip for Swiss Federal Railways (SBB/CFF/FFS) — all schedules, prices, ticket links via SBB's official SMAPI.

Paper Search MCP Server

Enables searching, downloading, and reading academic papers from multiple platforms including arXiv, Semantic Scholar, PubMed, bioRxiv, medRxiv, IACR, Google Scholar, RePEc/IDEAS, and Sci-Hub with PDF to Markdown conversion.

Currency Converter MCP

An MCP server providing real-time currency conversion and exchange rate data through the Frankfurter API, enabling users to convert currencies, fetch latest or historical rates, and list available currencies.

tvr-mcp-server

Cryptocurrency fundamental analysis tools via MCP. Enables users and AI agents to evaluate cryptocurrencies across 8 metrics using Sound Value principles. Provides educational material, fair value estimates, and valuation categories.

Smart Prompts MCP Server

An enhanced MCP server that fetches prompts from GitHub repositories with intelligent discovery, composition, and management features.

Expo iOS Development MCP Server

Enables LLM tools to control iOS Simulator, manage Expo/Metro development servers, capture screenshots and videos, stream logs, and execute UI automation tests via Detox for React Native/Expo applications.

Hugeicons

Hugeicons MCP Server is a TypeScript based server that provides integrated tools and resources for the Hugeicons icon library, supporting icon search, retrieval, and usage guides for multiple platforms.

apc-mcp

MCP server for APC Overnight. Book, label, track and cancel UK parcel shipments from any MCP-compatible AI.

Math MCP Server

Provides secure mathematical computation capabilities including expression evaluation, symbolic math (derivatives, simplification), matrix operations, statistics, and unit conversion, with multi-tier acceleration through WebAssembly and WebWorkers for high-performance calculations.

armavita-originality-ai-mcp

Local-first MCP server for Originality.ai workflows, including AI detection, plagiarism checks, readability, SEO scans, and scan-result retrieval for content teams.

Fyndling

Built for medieval market fans, reenactors, and living-history enthusiasts — and the AI assistants that help them plan. Fyndling MCP gives AI clients direct access to two niche European datasets: Medieval events — query 2,000+ markets, concerts, castle experiences, and living-history events across 20 European countries by location + radius + date range (updated weekly) Permanent POIs — me