Discover Awesome MCP Servers

MariaDB MCP Server

Enables interaction with MariaDB databases through secure read-only operations. Supports database exploration, schema inspection, and SQL query execution with comprehensive logging and connection pooling.

EFLOWCODE Image MCP

MCP server for generating and editing images using EFLOWCODE's Responses API. Supports text-to-image, image editing, batch editing, and multi-reference synthesis for MCP clients like Codex and Claude.

projectionlab-mcp

MCP server for ProjectionLab — export, snapshot, and restore your financial plans. Includes a built-in FIRE advisor knowledge base.

Introduction

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actionproof

Gives AI agents verifiable, tamper-evident receipts for their actions — attest_action signs a cryptographic receipt for what the agent did (email sent, payment made, form filed), verify_receipt checks it offline, get_identity returns the agent's did:key. Sign locally, verify anywhere, zero backend.

Universal AI Converter

Converts documents, images, audio, and video into Markdown or structured JSON. Compatible with MCP-compatible AI agents as a stdio server providing a convert_file tool.

BookBridge-MCP

MCP server for Chinese-to-English book translation and document processing, providing tools, resources, and prompts for efficient translation workflows.

MetaMCP

Enables dynamic aggregation of multiple MCP servers into a unified endpoint with middleware, orchestration, and gateway capabilities.

MCP Prometheus

An MCP server for Prometheus-based monitoring that enables users to query system metrics, resource usage, and PostgreSQL health across multiple environments. It supports both predefined diagnostic checks and custom PromQL execution for comprehensive server monitoring and troubleshooting.

MCP Build Environment Service

Provides secure access to containerized build environments for software projects, enabling AI assistants to execute builds, run tests, manage git operations, and inspect build artifacts without requiring local installation of dependencies.

API Integration MCP Server

Connects external APIs like Open-Meteo and AgroMonitoring to your development environment through URI-like requests, allowing access to live data directly in MCP-compatible tools.

numguard

Verify a number before an agent asserts it — a Deflated Sharpe Ratio for backtest, plus eval-gap, subset-win, and judge-bias checks, with signed receipts anyone can verify offline.

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.

runbook-workflows

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

DataForSEO MCP Server

Enables professional SEO/SEM research with geolocalized keyword discovery, competitor analysis, and SERP ranking insights using DataForSEO API.

google-flights-mcp

Enables real-time flight fare searches across date ranges and multiple destinations, with historical price insights and booking links. Provides one-way and round-trip search tools through MCP.

airtable-plus-mcp-server

Extends Airtable MCP server with full CRUD, bulk import/upsert, data analysis, schema validation, and data export capabilities.

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.

Trilium MCP Server

Enables users to manage Trilium Notes through natural language commands in the terminal. Provides full ETAPI integration for creating, searching, moving, and editing notes, along with an autonomous agent for complex organizational tasks.

Google MCP Server

Integrates with Google Docs and Gmail to append text to documents and create email drafts, with a terminal approval step before any action executes.

Routine

An MCP server that allows users to create custom tools on the fly by stitching together actions from multiple MCP tools into reusable routines.

icloud-drive-mcp

MCP server for managing iCloud Drive files via the local sync folder. Provides tools for listing, reading, writing, deleting, moving, searching, and getting metadata for files.

arxiv-mcp

Converts arXiv academic papers to Markdown format and provides tools for extracting arXiv IDs and generating URLs.

Tilda MCP Server

Enables managing Tilda projects, pages, and exports via the Tilda API with 7 tools. Supports stdio and HTTP modes.

sipap-mcp

Production-ready MCP server framework for AWS Lambda and ECS Fargate, providing base classes and infrastructure for building MCP servers that implement JSON-RPC 2.0 with authentication, session management, and tool registration.

Weather MCP Server

Retrieves weather alerts and forecasts from the National Weather Service API.

JMA Data MCP

Provides access to Japan Meteorological Agency (JMA) weather data including real-time observations, historical weather data, and forecasts from 1286 AMeDAS stations across Japan.