AI / ML
| Server | Language | Stars | Downloads |
|---|---|---|---|
| AWS Bedrock Nova Canvas Integrates with Amazon Bedrock's Nova Canvas model to generate images from text descriptions with customizable parameters like dimensions and seed control. | — | 24 | — |
| aws-blackbelt-mcp-server Model Context Protocol (MCP) server for AWS Black Belt Online Seminar | Python | — | — |
| AWS Cost Explorer and Bedrock Usage Analytics Integrates with AWS Cost Explorer and CloudWatch to analyze cloud spending patterns and Bedrock model usage statistics for detailed cost monitoring and optimization. | Python | 127 | — |
| aws-dynamodb-mcp-server MCP server for AWS DynamoDB with fine-grained tool control | TypeScript | — | — |
| aws-finops-mcp-server An MCP (Model Context Protocol) server that brings powerful AWS FinOps capabilities directly into your AI assistant. Analyze cloud costs, audit for waste, and get budget insights using natural language, all while keeping your credentials secure on your local machine. | Python | 176 | — |
| awslabs.terraform-mcp-server An AWS Labs Model Context Protocol (MCP) server for terraform | Python | — | — |
| awsome_kali_MCPServers awsome kali MCPServers is a set of MCP servers tailored for Kali Linux | Python | 100 | — |
| aws-s3-mcp MCP Server for S3 | TypeScript | — | — |
| aws-security-mcp A Model Context Protocol server that connects AI assistants like Claude to AWS security services, allowing them to autonomously query, inspect, and analyze AWS infrastructure for security issues and misconfigurations. | Python | 82 | — |
| AWS SES Email Sender Send emails directly from your applications using AWS SES. Integrate seamlessly with Cursor or Claude Desktop to compose and dispatch emails without manual copy-pasting. Enjoy features like CC, BCC, and customizable sender addresses for enhanced email management. | — | — | — |
| @ax-ado-mcp/mcp-server-azure-devops-enhanced Enhanced Azure DevOps MCP server with additional features including pull request changes tool | TypeScript | — | — |
| axe-scanner-mcp A standalone Model Context Protocol server that runs axe accessibility scans for a supplied URL using Playwright. | — | — | — |
| axon Graph-powered code intelligence engine — indexes codebases into a knowledge graph, exposed via MCP tools for AI agents and a CLI for developers. | Python | 690 | — |
| @aztec/mcp-server MCP server for Aztec development - clones and searches Aztec documentation and examples | TypeScript | — | — |
| azure-fhir-mcp-server Azure AHDS FHIR MCP Server | Python | 18 | — |
| @azure/mcp Azure MCP Server - Model Context Protocol implementation for Azure | TypeScript | 3.1k | — |
| baba_is_eval Claude et al. play the brilliant puzzle title "Baba is You" | Python | 56 | — |
| @back4app/mcp-server-back4app MCP Server for Back4App, allowing AI clients to interact with Back4App services | TypeScript | — | — |
| baidu-mcp-server MCP Server for searching via Baidu | Python | — | — |
| Baidu Search Integrates with Baidu Search to enable web searches, result retrieval, and information extraction from China's largest search engine, providing access to Chinese language content and resources behind the Great Firewall. | — | 7 | — |
| bailian-mcp-server Add your description here | Python | — | — |
| baiyx-mcp-server-dispatch A Model Context Protocol server providing dispatch functionality | Python | — | — |
| baiyx-mcp-server-excel A Model Context Protocol server providing Excel reading and writing functionality | Python | — | — |
| baiyx-mcp-server-time A Model Context Protocol server providing time and timezone conversion functionality | Python | — | — |
| baiyx-mcp-server-time-20240408 A Model Context Protocol server providing time and timezone conversion functionality | Python | — | — |