Discover Awesome MCP Servers

AWS Athena MCP Server

A Model Context Protocol server that enables SQL queries and database exploration in AWS Athena through a standardized interface.

Dart

Sebuah server Protokol Konteks Model AI resmi yang memungkinkan asisten AI berinteraksi dengan manajemen proyek Dart dengan membuat/mengelola tugas dan dokumen melalui perintah dan alat.

BlenderMCP

Connects Claude AI to Blender via the Model Context Protocol to enable prompt-assisted 3D modeling, scene creation, and object manipulation. It allows users to control Blender through natural language for tasks such as modifying materials, inspecting scenes, and executing custom Python code.

enVector-MCP-Server

Enables AI applications to perform homomorphic encryption-based vector search via enVector, allowing secure data retrieval in private networks.

opensooq-mcp

A read-only MCP server that gives LLM agents live access to OpenSooq, the largest classifieds marketplace in Kuwait, enabling search, pricing, seller reputation, and deal finding.

Enhanced QR Code MCP Server

Generates QR codes and automatically saves them as PNG files with metadata tracking, batch processing capabilities, and organized file management for production workflows.

AgentScore MCP Server

Provides access to the AgentScore Registry on Base Sepolia to retrieve agent reputation scores, history, and registration details. It enables trustless querying of agent performance metrics through standard Model Context Protocol tools.

Sigma MCP Server

Enables users to interact with the Sigma Computing API to analyze documents and manage analytics data via a serverless AWS architecture. It features document search and analytics capabilities with DynamoDB-backed caching for optimized performance.

HiveComputeGrid

Cross-pool compute auction grid with a 15-agent fleet that bids on compute from io.net, Akash, Render, and more. Verify compute with Groth16 proofs and settle in USDC.

subnet-calculator-mcp

Enables IPv4 subnet planning and validation, including CIDR prefix calculation, wildcard mask generation, and host position lookup for network engineers.

MCP Google Tools Server

A full-featured Model Context Protocol server that gives AI assistants real-time access to Google Workspace services including Drive, Gmail, Calendar, Sheets, Docs, and Apps Script.

Lightroom Classic MCP

Enables AI agents to control Adobe Lightroom Classic on macOS for professional photo editing and catalog management. It allows users to inspect photos, apply develop settings, and automate workflows through a secure local bridge without direct catalog database manipulation.

katalon-mcp-server

Bridges Katalon Studio with Claude AI for intelligent QA automation, enabling project analysis, test case creation, execution, and object repository management.

Search MCP Server

A lightweight and fast MCP server that enables AI agents to efficiently discover and execute tools through progressive disclosure, minimizing context consumption while supporting safe code execution in external environments.

OpenProject MCP Server

Enables AI assistants to interact with OpenProject installations for comprehensive project management, including creating projects and work packages, managing users and assignments, creating dependencies, and generating Gantt charts through natural language commands.

Weather MCP Server

A Python-based MCP server that provides real-time weather information using the National Weather Service API, supporting both synchronous and asynchronous HTTP requests.

CloudCost MCP Server

Enables AI agents to parse multi-cloud infrastructure-as-code files, query real-time pricing from AWS, Azure, and GCP, and generate cost estimates and comparison reports.

mcp-nfe-br

Model Context Protocol (MCP) server for Brazilian Electronic Invoicing (NF-e / NFC-e, modelo 55/65, schema 4.00). Provides CPF/CNPJ validation tools, with NF-e/NFC-e generation and SEFAZ integration planned.

Ingero

eBPF-based GPU causal observability agent with MCP server. Traces CUDA Runtime and Driver APIs via kernel uprobes and host events via tracepoints to build causal chains explaining GPU latency. 7 tools: get_check, get_trace_stats, get_causal_chains, get_stacks, run_demo, get_test_report, run_sql. Telegraphic compression reduces token usage ~60%. Supports stdio and HTTPS (TLS 1.3) transport.

OpenStreetMap MCP Server

Implementasi Server MCP OpenStreetMap

Academiadepolitie.com MCP Server

Enables Claude Desktop to interact with the Academiadepolitie.com platform, allowing users to query their profile using a JWT token.

Limitless MCP

An MCP server that combines both subgraphs with the Limitless REST API for market names and metadata. Every tool queries the subgraphs for on-chain data. Tools (18) Tool Description get_global_stats Combined protocol stats across both market types get_market_analytics Full market detail — on-chain stats + metadata search_markets Keyword/category search with subgraph enrichment get_market_trades T

CardPilot Remote MCP Server

Provides tools to fetch and analyze credit card data with filtering options for banks, categories, and user personas. It also offers access to educational guides to assist in making informed financial recommendations.

MCP Server Distributable

A portable packaging template for distributing MCP server components with utility scripts, tests, and build configuration for creating reusable Python packages.

thebrain-mcp-server

Wraps TheBrain knowledge graph as an MCP server, enabling AI assistants to search, create, and manage thoughts, links, and notes via natural language.

Firecrawl MCP Server

Integrates Firecrawl's web scraping capabilities into MCP, enabling web scraping, crawling, content extraction, search, and structured data extraction with automatic retries and rate limiting.

Linux Desktop MCP Server

Enables AI assistants to interact with native Linux desktop applications through AT-SPI2 accessibility interfaces. Provides semantic element targeting, natural language search, and automation capabilities (clicking, typing, keyboard shortcuts) across GTK, Qt, and Electron applications.

EnvCP

for environmental variables security

CodeHealth MCP

AI-powered codebase health analysis — detects dead code, circular dependencies, coupling issues, and architectural drift. 6 MCP tools for Claude Desktop, Cursor, Windsurf, and Slack.

Bio-MCP FastQC Server

Enables AI assistants to perform quality control analysis on high-throughput sequencing data using FastQC and MultiQC. It supports single-file and batch processing of FASTQ/FASTA files and generates comprehensive, interactive summary reports.