Snowflake (Dify)

Execute SQL queries on Snowflake data warehouse with secure OAuth 2.0 authentication. **Author:** langgenius **Version:** 0.0.1 **Type:** Tool Plugin

Sqlite (Dify)

**Author:** langgenius **Version:** 0.0.1 **Type:** Dify Plugin Tool A universal SQLite database tool for AI agents to query, manage, and analyze databases. Supports both SQL and JSON-based actions for easy, safe, and flexible data operations. Works with local files, cloud databases, and in-memory databases.

Supabase (Dify)

**Author:** langgenius **Version:** 0.0.1 **Type:** tool Supabase is an open-source backend-as-a-service (BaaS) that provides a real-time database, authentication, and storage built on top of PostgreSQL. This plugin enables you to interact with your Supabase project directly, allowing you to create, retrieve, update, and delete rows in your database tables through a set of easy-to-use tools.

Fastapi 项目开发助手

擅长 Python 模块化开发，熟练运用 FastAPI、PostgreSQL、Tortoise-ORM 等技术栈，能为大型项目提供清晰的代码结构并添加详细注释。

数据表设计 MD2MySQL

将数据表Markdown设计文档转换为MySQL表结构，请上传MySQL设计文档并输入需设计的数据表名称

Java Class 转 MySQL

擅长根据 Java 类文件生成符合 MySQL 规范的 SQL 脚本

Jiandaoyun (Dify)

**Author:** Jiandaoyun **Version:** 0.0.3 **Type:** tool The Jiandaoyun Dify plugin provides basic API capabilities for Jiandaoyun forms, supporting fundamental operations such as querying applications, forms, and form data, as well as creating, updating, and deleting form data.

Neo4J (Dify)

**Author:** langgenius **Version:** 0.0.1 **Type:** tool The Neo4j plugin enables Dify AI agents to interact with Neo4j graph databases. It provides tools for exploring database schemas, executing read and write Cypher queries, and discovering Graph Data Science (GDS) procedures for advanced analytics.

Crossref (Dify)

CrossRef is a research discovery and linking tool. It helps researchers, librarians, and publishers find, connect, and cite scholarly publications. It leverages a vast database of metadata, offering features like similarity searches, citation lookups, and identifier resolution. In Dify, **it helps users to query literature information by DOI and by title**. The CrossRef tools could be found at the

SnailSploit/Claude-Red

claude-red is a curated library of offensive security skills designed for the Claude skills system. Each skill is a structured SKILL.md file that primes Claude with expert-level methodology for a specific attack surface — from SQLi to shellcode, EDR evasion to exploit development.

VictoriaMetrics-Community/mcp-victorialogs

🎖️ 🏎️ 🏠 - Provides comprehensive integration with your [VictoriaLogs instance APIs](https://docs.victoriametrics.com/victorialogs/querying/#http-api) and [documentation](https://docs.victoriametrics.com/victorialogs/) for working with logs, investigating and debugging tasks related to your VictoriaL

wenb1n-dev/mysql_mcp_server_pro

🐍 🏠 - Supports SSE, STDIO; not only limited to MySQL's CRUD functionality; also includes database exception analysis capabilities; controls database permissions based on roles; and makes it easy for developers to extend tools with customization

wenb1n-dev/SmartDB_MCP

🐍 🏠 - A universal database MCP server supporting simultaneous connections to multiple databases. It provides tools for database operations, health analysis, SQL optimization, and more. Compatible with mainstream databases including MySQL, PostgreSQL, SQL Server, MariaDB, Dameng, and Oracle. Supports

wenerme/wener-mssql-mcp

📇 🏠 - MSSQL database integration with schema inspection and query capabilities

Report Sql

Define and validate SQL template variables and blocks for report-service with zero tolerance, supporting safe injection, conditional fragments, loops, and da...

WebSearch

Performs a web search using a local SearXNG instance and returns raw search results for the given query.

supabase

Official supabase skill: supabase. From supabase/agent-skills.

NextJS Frontend Development + Integration

Generate production-ready Next.js projects with TypeScript, Tailwind CSS, shadcn/ui, and API integration. Use when the user asks to build, create, develop, or scaffold a Next.js application, web app, full-stack project, or frontend with backend integration. Prioritizes modern stack (Next.js 14+, TypeScript, shadcn/ui, axios, react-query) and best practices. Also triggers on requests to add features, integrate APIs, or extend existing Next.js projects.

JordiNei/mcp-databricks-server

🐍 ☁️ - Connect to Databricks API, allowing LLMs to run SQL queries, list jobs, and get job status.

dbt-labs/dbt-mcp

🎖️ 🐍 🏠 ☁️ - 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.

skill-stats

Query, analyze, and track all skill usage information. This skill should be invoked when users ask about skill usage, call counts, success rates, last used t...

Castaldo-Solutions/mcp-vtenext

[](https://glama.ai/mcp/servers/Castaldo-Solutions/mcp-vtenext) 📇 🏠 🍎 🪟 🐧 - MCP server for VTENext CRM (open-source vtiger-based). Query, create and update opportunities and contacts via the WebSer

jwaxman19/qlik-mcp

📇 ☁️ - MCP Server for Qlik Cloud API that enables querying applications, sheets, and extracting data from visualizations with comprehensive authentication and rate limiting support.

yashshingvi/databricks-genie-MCP

🐍 ☁️ - A server that connects to the Databricks Genie API, allowing LLMs to ask natural language questions, run SQL queries, and interact with Databricks conversational agents.

IvanAmador/vercel-ai-docs-mcp

📇 🏠 - A Model Context Protocol (MCP) server that provides AI-powered search and querying capabilities for the Vercel AI SDK documentation.

j4c0bs/mcp-server-sql-analyzer

🐍 - MCP server that provides SQL analysis, linting, and dialect conversion using [SQLGlot](https://github.com/tobymao/sqlglot)

n8daniels/RulesetMCP

📇 🏠 - Weight-On-Wheels for AI - keeps agents grounded in your project's rules. Query coding standards, validate snippets, and get task-specific guidance from version-controlled rule files.

kdqed/zaturn

🐍 🏠 🪟 🐧 🍎 - Link multiple data sources (SQL, CSV, Parquet, etc.) and ask AI to analyze the data for insights and visualizations.

subelsky/bundler_mcp

💎 🏠 - Enables agents to query local information about dependencies in a Ruby project's `Gemfile`.

JamesANZ/bitcoin-mcp

📇 🏠 - An MCP server that enables AI models to query the Bitcoin blockchain.

kehvinbehvin/json-mcp-filter

️🏠 📇 – Stop bloating your LLM context. Query & Extract only what you need from your JSON files.

TollboothLabs/ai-tool-optimizer

[](https://glama.ai/mcp/servers/@TollboothLabs/ai-tool-optimizer) 🐍 - Reduces MCP tool description token costs by 40-70% through pure text schema distillation.

gotoolkits/DifyWorkflow

🏎️ ☁️ Tools to the query and execute of Dify workflows

QABot

Query local or remote files or databases with natural language queries powered by langchain and openai 

Query the YouTube video transcripts

Query the YouTube video transcripts, returning timestamps as sources to legitimize the answers

Setup Claude Desktop App to Use a SQLite Database

Setup Claude Desktop App to Use a SQLite Database - Tutorials

endorhq/cli

📇 ☁️ 🏠 🪟 🐧 🍎 - Endor lets your AI agents run services like MariaDB, Postgres, Redis, Memcached, Alpine, or Valkey in isolated sandboxes. Get pre-configured applications that boot in less than 5 seconds.

Gitlab (Dify)

GitLab is a web-based DevOps platform providing tools for software development, with core functionalities including query commits, file uploads, merge requests, and project creation and management. It enables version control, code collaboration, and CI/CD (Continuous Integration/Continuous Deployment) workflows. Please follow the [offical documents](https://archives.docs.gitlab.com/16.9/ee/api/oau

subnetmarco/pgmcp

🏎️ 🏠 - Natural language PostgreSQL queries with automatic streaming, read-only safety, and universal database compatibility.

schemacrawler/SchemaCrawler-MCP-Server-Usage

🎖️ ☕ – Connect to any relational database, and be able to get valid SQL, and ask questions like what does a certain column prefix mean.

supabase-community/supabase-mcp

🎖️ 📇 ☁️ - Official Supabase MCP server to connect AI assistants directly with your Supabase project and allows them to perform tasks like managing tables, fetching config, and querying data.

tradercjz/dolphindb-mcp-server

🐍 ☁️ - TDolphinDB database integration with schema inspection and query capabilities

TheRaLabs/legion-mcp

🐍 🏠 Universal database MCP server supporting multiple database types including PostgreSQL, Redshift, CockroachDB, MySQL, RDS MySQL, Microsoft SQL Server, BigQuery, Oracle DB, and SQLite.

Nocodb (Dify)

This plugin integrates NocoDB's database management capabilities with Dify, allowing you to create, retrieve, update, and delete records in your NocoDB databases directly from your Dify applications. - **Retrieve Records**: Query records from NocoDB tables with filtering, sorting, and pagination support - **Create Records**: Insert new records into tables with single or bulk operations - **Update

Serper (Dify)

[Serper](https://serpapi.com) is a search tool designed to query and retrieve information from the web using a simple and efficient interface. It allows users to input a query string and fetch search results programmatically, making it ideal for integrating web search capabilities into workflows or applications. With Serper, you can automate the process of retrieving relevant information from the

yikakia/godoc-mcp-server

🏎️ ☁️ 🪟 🐧 🍎 - Query Go package information on pkg.go.dev

JamesANZ/prediction-market-mcp

📇 ☁️ - An MCP server that provides real-time prediction market data from multiple platforms including Polymarket, PredictIt, and Kalshi. Enables AI assistants to query current odds, prices, and market information through a unified interface.

bintocher/mcp-superset

[](https://glama.ai/mcp/servers/bintocher/mcp-superset) 🐍 ☁️ 🏠 🍎 🪟 🐧 - Full-featured Apache Superset MCP server with 135+ tools for dashboards, charts, datasets, SQL Lab, security (users, roles, RLS, grou