Best of MCP Servers
ActiveRanked list of best MCP servers from GitHub metrics.
401
Items Listed
24h
Sync Frequency
github_parse
Access Method
4/9/2026
Last Synced
Items in this Directory
XGenerationLab/xiyan_mcp_server
XGenerationLab
📇 ☁️ — An MCP server that supports fetching data from a database using natural language queries, powered by XiyanSQL as the text-to-SQL LLM.
...moredbt-labs/dbt-mcp
dbt-labs
🎖️ 🐍 🏠 ☁️ - Official MCP server for [dbt (data build tool)](https://www.getdbt.com/product/what-is-dbt) providing integration with dbt Core/Cloud CLI, project metadata discovery, model information, and semantic layer querying capabilities.
...moreneo4j-contrib/mcp-neo4j
neo4j-contrib
🐍 🏠 - Model Context Protocol with Neo4j (Run queries, Knowledge Graph Memory, Manaage Neo4j Aura Instances)
ckreiling/mcp-server-docker
ckreiling
🐍 🏠 - Integrate with Docker to manage containers, images, volumes, and networks.
kiliczsh/mcp-mongo-server
kiliczsh
📇 🏠 - A Model Context Protocol Server for MongoDB
browserbase/mcp-server-browserbase
browserbase
🎖️ 📇 - Automate browser interactions in the cloud (e.g. web navigation, data extraction, form filling, and more)
domdomegg/airtable-mcp-server
domdomegg
📇 🏠 - Airtable database integration with schema inspection, read and write capabilities
githejie/mcp-server-calculator
githejie
🐍 🏠 - This server enables LLMs to use calculator for precise numerical calculations
exa-labs/exa-mcp-server
exa-labs
🎖️ 📇 ☁️ – A Model Context Protocol (MCP) server lets AI assistants like Claude use the Exa AI Search API for web searches. This setup allows AI models to get real-time web information in a safe and controlled way.
...moreblazickjp/arxiv-mcp-server
blazickjp
☁️ 🐍 - Search ArXiv research papers
pipeboard-co/meta-ads-mcp
pipeboard-co
🐍 ☁️ 🏠 - Meta Ads automation that just works. Trusted by 10,000+ businesses to analyze performance, test creatives, optimize spend, and scale results — simply and reliably.
...moreComet-ML/Opik-MCP
comet-ml
🎖️ 📇 ☁️ 🏠 - Use natural language to explore LLM observability, traces, and monitoring data captured by Opik.
ktanaka101/mcp-server-duckdb
ktanaka101
🐍 🏠 - DuckDB database integration with schema inspection and query capabilities
googleapis/genai-toolbox
googleapis
🏎️ ☁️ - Open source MCP server specializing in easy, fast, and secure tools for Databases.
cr7258/elasticsearch-mcp-server
cr7258
🐍 🏠 - MCP Server implementation that provides Elasticsearch interaction
alexei-led/aws-mcp-server
alexei-led
🐍 ☁️ - A lightweight but powerful server that enables AI assistants to execute AWS CLI commands, use Unix pipes, and apply prompt templates for common AWS tasks in a safe Docker environment with multi-architecture support
...morezcaceres/gtasks-mcp
zcaceres
📇 ☁️ - An MCP server to Manage Google Tasks
cantian-ai/bazi-mcp
cantian-ai
📇 🏠 ☁️ 🍎 🪟 - Provides comprehensive and accurate Bazi (Chinese Astrology) charting and analysis
aliyun/alibaba-cloud-ops-mcp-server
aliyun
🎖️ 🐍 ☁️ - A MCP server that enables AI assistants to operation resources on Alibaba Cloud, supporting ECS, Cloud Monitor, OOS and widely used cloud products.
...moresaseq/discord-mcp
SaseQ
☕ 📇 🏠 💬 - A MCP server for the Discord integration. Enable your AI assistants to seamlessly interact with Discord. Enhance your Discord experience with powerful automation capabilities.
...more