Discover Awesome MCP Servers

ableton-mcp

An MCP server that enables Claude to control Ableton Live in real-time via the AbletonOSC bridge. It allows users to manage playback, create tracks, write MIDI, and adjust mixer or device parameters using natural language commands.

claudeai-mcp-bridge

Bridges your claude.ai authorized connectors (Slack, Atlassian, Gmail, Google Calendar) to any MCP client, enabling use of those tools without credential setup.

RealVest Real Estate MCP Server

The RealVest MCP (Model Context Protocol) server enables AI assistants like Claude to use all 31 of our professional calculators and access our educational resources directly in your conversations. From basic affordability to advanced portfolio analysis, Monte Carlo simulations, and tax optimization

rf-log-mcp

An MCP server for analyzing Robot Framework test results. It provides LLMs with tools to parse, summarize, and search through test execution logs from XML or JSON output files.

vibecheck

Agent-native "safe to ship?" security gate for AI-generated code. Uses real parsers and inter-rocedural taint analysis (JS/TS, Python, Go) to flag the classes AI coding agents get wrong — secrets, SQL injection, SS, SSRF, path traversal, command injection, weak JWT/CORS — and ranks findings by confidence. Exposes a scan tool over MCP.

mcp-odoo-jsonrpc

MCP server for managing Odoo ERP tasks, timesheets, and wiki pages via JSON-RPC protocol. Supports restricted and full trust modes for secure AI assistant access.

MCP Chat Adapter

Server MCP untuk menggunakan titik akhir obrolan yang kompatibel dengan OpenAI

Baseball Stats MCP Server

Provides comprehensive baseball analytics through 32 tools covering pitching, batting, defensive metrics, and visualizations via the Model Context Protocol, enabling natural language queries for advanced Statcast and MLB statistics.

BulkRender-MCP

MCP server for BulkRender — generate bulk DOCX and PDF documents from Claude, Cursor, Windsurf, and any MCP-compatible AI assistant

OfficeReader-MCP

Converts Microsoft Office documents (Word, Excel, PowerPoint) to Markdown format with intelligent image extraction and optimization, preserving document structure and metadata.

cli-mcp

Enables adding and running arbitrary CLI commands through natural language, with recursive help parsing.

calculator-mcp

An MCP server that exposes 16 calculator operations as tools, enabling arithmetic, rounding, and root calculations via natural language.

Claude Critical Rules MCP Server

Enforces 21 critical rules derived from 96+ documented failure patterns to prevent common AI assistant mistakes. Provides automatic compliance checklists, rule summaries, and auto-updates.

Network Scanner MCP

Enables network discovery, port scanning, and infrastructure monitoring with device detection, service fingerprinting, and cluster health checks for autonomous AI systems.

ADB MCP Server

A Model Context Protocol server that provides Android Debug Bridge functionality for automating Android devices, enabling remote device management, screen operations, app management, file operations, and shell command execution.

EdgeOne Geo MCP Server

Enables large language models to access user geolocation information through EdgeOne Pages Functions using the Model Context Protocol.

arXiv MCP Server

A Model Context Protocol server that enables natural language interaction with arXiv.org, allowing users to search, retrieve metadata, download PDFs, and load scholarly articles into LLM context.

mcp-aws-cost-doctor

Read-only AWS cost diagnostic server that enables AI agents to detect idle resources and orphaned assets, surfacing potential savings via boto3 describe calls.

Obsidian MCP (pgvector + Ollama, self-hosted)

Self-hosted MCP server for Obsidian with semantic + full-text search over PostgreSQL/pgvector, wikilink graph traversal, atomic note CRUD, OAuth 2.0, and a self-describing vault guide.

NasCoder Perplexity MCP Ultra-Pro

A custom MCP server that integrates Perplexity AI capabilities with Amazon Q CLI, providing structured responses with citations, search results, and performance analytics.

sec-aircrack-ng-mcp

Enables AI assistants to perform authorized WiFi security assessments, including network scanning, handshake capture, and password cracking, by executing aircrack-ng commands on a remote Kali Linux system via SSH.

@cyanheads/openfda-mcp-server

Query FDA data on drugs, food, devices, and recalls via openFDA. Provides 12 tools for searching adverse events, drug labels, recalls, and more.

Mind Cloud

Persistent memory infrastructure for AI systems, running on Cloudflare's edge network with 28 MCP tools for semantic memory, emotional processing, identity continuity, and a subconscious daemon.

jensenify-mcp

An MCP server that injects millions of tokens from classical literature into AI engineering interactions to provide deep humanistic context for technical decisions. It allows users to consult works like the Iliad or Shakespeare for engineering advice while helping them maximize their compute spending.

MCP RAG with ChromaDB

Provides retrieval-augmented generation (RAG) capabilities by ingesting various document formats into a persistent ChromaDB vector store. It enables semantic search and retrieval using either OpenAI or Ollama embeddings for processing local files, directories, and URLs.

Stockyard MCP Server

Enables AI editors to install, monitor, and query Stockyard's collection of 150 self-hosted developer tools. Manages lightweight Go-based tools with embedded SQLite databases without requiring Docker or external dependencies.

FoundryVTT MCP Server

A Model Context Protocol server that integrates with FoundryVTT, allowing AI assistants to interact with tabletop gaming sessions through natural language to query actors, roll dice, generate content, and manage game worlds.

MCP Authentik

MCP server for Authentik identity management, enabling natural language management of users, groups, applications, flows, policies, providers, and more.

YingDao RPA MCP Server

Enables AI to execute RPA applications and workflows through the Model Context Protocol, supporting both local and cloud modes.