A curated list of awesome-mcp-servers (Model Context Protocol server)
A concise list for mcp servers
Awesome MCP Server Client Ranking and User Reviews to Help you Identify Useful MCP AI Agent from the wrong one.
Security Threats related with MCP (Model Context Protocol), MCP Servers and more
Awesome MCP Servers for ... everything
An awesome list of Model Context Protocol (MCP) servers curated from internet and updated weekly.
mcp-oceanbase
Enables execution of SQL queries against AWS Athena databases with schema discovery, query status management, and result retrieval through a standardized Model Context Protocol interface.
A Model Context Protocol server that enables SQL queries and database exploration in AWS Athena through a standardized interface.
AWS Knowledge Base Retrieval MCP Server
Query your AWS environment with natural language.
Free MCP server for Claude with math and financial calculation tools — unit conversion, currency math, compound interest, statistics.
MCP server for Axis team action management tool, allowing Claude to access goals, tasks, KPI progress, and team data via Supabase.
Azure Database for PostgreSQL MCP Server
Connects Microsoft Copilot Studio to Azure SQL Databases, enabling natural language interactions for data querying, record management, and schema inspection. It features 12 specialized tools for performing CRUD operations, executing SQL queries, and generating data visualizations like charts.
Azure Synapse MCP Server by CData
Provides Claude AI with persistent, searchable memory management across sessions using SQL database, semantic analysis with multi-provider LLM support (Anthropic/Ollama), vector search via ChromaDB, and graph-based knowledge relationships through Neo4j integration.
Enables searching, retrieving, and parsing academic papers from arXiv, including keyword search, PDF downloads, content extraction from HTML/PDF formats, and accessing the latest AI research papers.
Enables creation, reading, and manipulation of Excel workbooks without Microsoft Excel installed, supporting formulas, formatting, charts, pivot tables, and data validation through multiple transport protocols.
A specialized toolchain that guides AI agents through a structured 'Atomic Development' workflow for building Python FastAPI and Supabase backends. It manages project scaffolding and enforces dependency-ordered generation of database models, API routes, and tests.








