Discover Awesome MCP Servers

mofstructure-mcp

An MCP server for deconstructing and analyzing Metal-Organic Framework (MOF) structures, including SBU and ligand identification, guest removal, and COF stacking analysis. It enables AI agents to perform automated chemical informatics and structural characterization on crystal structures via CIF files.

Slack MCP Server

Enables building AI apps in Slack using the Slack MCP server and OpenAI models.

codeweave-mcp

An MCP server that gives AI agents structured code understanding and precise code intelligence via local indexing of AST, call graphs, and semantic search.

@gravv/mcp

MCP server for the Gravv payments API that lets AI assistants onboard customers, run KYC, open accounts, move money, issue cards, and exchange currency, with built-in documentation search and safety confirmations for money-moving operations.

runbook-workflows

MCP server for authoring, validating, simulating, and publishing workflows for the Runbook workflow engine, including branch and run management.

Jimeng AI Multimodal MCP

Enables AI-powered multimodal content generation using Volcano Engine's Jimeng AI, supporting text-to-image, text-to-video, and image-to-video conversion with customizable parameters.

Semrush MCP Server

Provides AI assistants with access to Semrush SEO API functionality including domain analytics, keyword research, backlink analysis, and competitor insights.

upvote-club-apps

Interactive MCP server for Upvote.club's public API, featuring a task progress card for get_task_status.

tulidu-sport-mcp

Enables AI tools to query sports tournaments, leaderboards, predictions, and match stats from the Tulidu Sport platform.

WeDaka MCP Server

Enables employee time tracking with clock-in/out, workday checking, and time log retrieval via MCP tools.

Expense Tracker MCP Server

Enables AI assistants to track, query, summarize, and delete personal expenses stored in a local SQLite database via natural language.

mcp-nacos

Enables AI assistants to query and manage Nacos configurations, supporting Nacos 1.x/2.x/3.x with multiple transport protocols.

mcp-kubevela

Enables AI assistants to query and manage KubeVela application delivery: check application status, trigger deployments, track workflows, manage addons, and more.

appstore-rejections-mcp

An MCP server that gives AI assistants access to a curated database of Apple App Store rejection reasons, solutions, and real-world cases.

mcp-cnb-cz

Provides access to Czech National Bank public data via MCP, allowing users to query CNB data without an API key.

Chronica

Persistent memory MCP server for Claude Desktop. Gives Claude structured memory across sessions with time-aware context, auto-save, and a Streamlit curation UI.

Volatility MCP Server

Enables automated memory forensics analysis using Volatility 3, supporting Windows, Linux, and macOS memory dumps through a modular plugin interface.

USAspending MCP

A free, key-less MCP server for querying U.S. federal spending data from USAspending.gov, including contracts, grants, loans, recipients, agencies, and geographic breakdowns.

MCP Xcode Server

An MCP server that provides tools for programmatically interacting with Xcode projects, enabling users to manage targets, schemes, and files. It supports essential development tasks including building, testing, and cleaning projects through the Xcode command-line tools.

MCP Oracle Server

A Model Context Protocol server that enables Claude to access and interact with Oracle databases through natural language queries.

NotiCode

Runs as an MCP server providing file system operations, shell execution, and system information tools, allowing Claude or any MCP client to edit files and control the machine.

YouTube Transcript MCP Server

Enables AI models like Claude to easily access and utilize subtitle data from YouTube videos by extracting transcripts from video URLs with support for multiple languages.

Devicebase MCP Server

Enables remote control of mobile devices via the Devicebase API, including touch gestures, app management, and UI inspection.

GitHub MCP Server CLI Extension

Ekstensi GitHub CLI untuk GitHub MCP Server dengan autentikasi otomatis.

winrm-mcp

MCP server for controlling a Windows guest VM over WinRM, enabling PowerShell/CMD execution, file transfer, reboot, and KDNET debug configuration, typically paired with kd-mcp.

Extended Mind

A single MCP server that gives Claude, ChatGPT, Codex, and any MCP-compatible AI access to the same personal context via two tools: context_get and context_log.

KCC MCP Server

Enables AI assistants to contribute to Google Cloud Platform's k8s-config-connector by adding fields to resources, migrating from Terraform to direct controller architecture, and creating properly attributed commits.

rsi-search-pro-mcp

A meta-MCP server that aggregates authoritative web search and browser research tools, providing a unified interface with a cost-efficient fetch ladder for web research.

mcp-ocrspace

OCR.space MCP server that enables image and PDF text extraction via the OCR.space API.

playwright-spa-mcp

Playwright browser automation tuned for single-page apps (React/Vue/Angular) — screenshots, form filling, action chains, persistent sessions and 140+ device presets.