Discover Awesome MCP Servers

SaaS database MCP

SaaS database MCP

github-slim

Github MCP server optimized for AI assistants — Reduce context window tokens by 71.5% while keeping full functionality.

RefMD MCP Server

Enables chatbots to browse, search, create, and edit Markdown documents stored in RefMD through a hosted SSE endpoint with OAuth 2.1 authentication.

DataToRAG MCP

An open-source Model Context Protocol gateway that connects Google Workspace, Jira, and Confluence to AI assistants, providing 70 tools across one endpoint with multi-account support and token-optimized responses.

AWS MCP Server

Enables management and provisioning of AWS resources like EC2, S3, and RDS using natural language prompts through the Model Context Protocol. It allows users to automate complex infrastructure tasks, such as setting up VPCs and security groups, via a chat interface.

financeskills

AI-powered skills for financial professionals. Comprehensive collection of finance, accounting, audit, and compliance skills for AI agents. IFRS/GAAP compliant with industry-specific applications.

mcp-server-dashform

MCP server for Dashform (getaiform.com) - create and manage AI-powered forms, quizzes, and surveys. Supports form creation, response collection, analytics, and AI-driven form building with 15 tools across form management, response handling, and AI operations.

ContextCrumb

ContextCrumb compresses long text, local files, and MCP catalog descriptions into denser context for LLM agents. It helps agents load more useful information into the context window and reduce token usage without turning the input into a summary.

atomic-computer-mcp

Enables automation of native Windows desktop applications through screen capture, mouse/keyboard control, and waiting for UI changes, exposing them as MCP tools.

Ollama-Omega

Hardened MCP bridge to the full Ollama ecosystem — local and cloud models. 6 tools covering health, model management, chat, and generation with SSRF mitigation, singleton HTTP client, and structured error handling. Two deps, one file.

zo-mcp

An internal MCP server for Zo Computers that bridges terminal agents with Zo's tool layer (files, shell, web, comms, apps) via stdio transport using the automatic identity token.

mcp-k8s-deployer

Enables LLMs to dynamically orchestrate containerized application deployments to a Kubernetes cluster, handling configuration validation, manifest generation, dry-run planning, and service endpoint extraction.

subway-congestion-mcp

Provides real-time and predicted congestion data, route optimization, and train arrival information for Seoul subway lines 1-8, helping users choose the best travel times.

mcp-async-repl

Async Python REPL + Shell execution for MCP. Provides persistent state, background jobs, interactive input() bridging, and crash isolation in a single server.

GitHub MCP Tools

A set of tools allowing AI assistants to interact directly with GitHub, enabling automation of tasks like fetching user profiles, creating repositories, and managing pull requests.

DateTime MCP Server

A simple MCP server that provides accurate date and time information to Claude models, ensuring they always use the correct current date and time when creating time-sensitive content.

mcp-nettools

MCP server for network diagnostics providing tools like ping, DNS lookup, port check, traceroute, speed test, Wake-on-LAN, SSL certificate check, and MAC address lookup.

mcp-searxng

Enables AI assistants to perform web searches and read URL content via a SearXNG instance.

RunPod MCP Server

This Model Context Protocol server enables interaction with RunPod's REST API through Claude or other MCP-compatible clients, providing tools for managing pods, endpoints, templates, network volumes, and container registry authentications.

MisarMail

Full email marketing platform for AI assistants — 32 MCP tools for campaigns, contacts, automations, A/B testing, AI content, multi-channel messaging, deliverability monitoring, and analytics.

mcp-word-processor

An MCP server that enables text extraction and replacement in Microsoft Word documents by directly automating the Word application on Windows. It supports processing content across headers, footers, tables, and shapes using the pywin32 library.

Persona MCP Server

AI-powered persona analysis and Focus Group Interview (FGI) system that creates dynamic personas from survey responses, generates contextual follow-up questions, tracks data freshness scores, and provides business insights on preferences and trends.

snow-mcp

A comprehensive MCP server for ServiceNow that provides over 60 pre-built tools for ITSM, ITOM, and App Dev operations, enabling AI agents to manage incidents, changes, users, service catalog, and projects through a unified interface.

Obsidian Local REST API MCP Server

A bridge server that allows LLM tools to interact with an Obsidian vault through a local REST API, enabling file operations, note management, and metadata access through natural language.

mcp-academy

MCP server for StudioMeyer Academy that connects Claude Code, Cursor, or Claude Desktop to track learning progress in the Memory-First AI Operator curriculum. It enables users to view lessons, complete quizzes, earn certificates, and run spaced-repetition reviews directly in chat.

IAM MCP Server

Processes and manages applicant resumes, facilitates job searches, generates job-specific resumes, and creates tailored cover letters.

claude-intercom-mcp

Enables local messaging between Claude Code, Codex, Pi, and other coding-agent sessions on the same machine, allowing them to discover each other, send updates, ask questions, and reply.