Database

MCP-сервер с семантическим поиском по шаблонам кода 1С (BSL). 2200+ шаблонов, CRUD веб-UI с Monaco Editor, ChromaDB + embeddings.

by Desko77

Enables server administrators to manage websites, databases, SSL certificates, and applications through 1Panel's server management capabilities without switching contexts.

by 1Panel-dev

Safe, read-only database access for AI agents across PostgreSQL, SQLite, MySQL, Oracle, and SQL Server.

Bridges AI with aaPanel web hosting control panel for managing websites, databases, Docker containers, and system resources through Go-based API integration.

AbroadIQ scrapes exchange program pages, visa requirement sites, cost-of-living databases, student blogs, and Reddit threads, then builds personalized study abroad recommendations with budget estimates, quality-scored advice, and voice-narrated city guides.

by VelCharitha77

Android ADB CLI tool including integrated MCP Server with common adb actions used during development

by mikepenz

A high-performance Model Context Protocol (MCP) server for Android automation. Features a plugin-based architecture for specialized tasks like mobile game solving, system monitoring, and UI testing. Built with TypeScript and the @modelcontextprotocol/sdk.

by owen-6936

An offical mcp server for Adb MySQL of Alibaba Cloud

AnalyticDB PostgreSQL MCP Server serves as a universal interface between AI Agents and AnalyticDB PostgreSQL databases. It enables seamless communication between AI Agents and AnalyticDB PostgreSQL, helping AI Agents retrieve database metadata and execute SQL operations.

MCP server for AnalyticDB PostgreSQL

A Retrieval-Augmented Generation (RAG) system that leverages Google's Agent Development Kit (ADK) and Qdrant vector database via MCP server.

by khoi03

Database MCP server for schema discovery, comments, and SQL queries.

by John0King

(Tools Fixed July 28th includes Stripe integration for full SAAS support) An MCP server for interacting with PocketBase databases, offering advanced database operations and schema management.

AEGIS MCP server — exposes scan / findings / score / compliance / fix-suggestion tools to any Model Context Protocol agent (Claude Code, Cursor, Continue, Zed). Five registered tools: aegis_scan, aegis_findings, aegis_score, aegis_compliance, aegis_fix_su

by ridematch1

Model Context Protocol server for AFFiNE. Connect AI assistants to AFFiNE workspaces, documents, databases, and collaboration APIs over stdio or HTTP.

by DAWNCR0W

Deploy full-stack web apps with database, file storage, auth, and RBAC via a single API call.

by sirarchiemccarthy-oss

AgentChat 是一个基于 LLM 的智能体交流平台，内置默认 Agent 并支持用户自定义 Agent。通过多轮对话和任务协作，Agent 可以理解并协助完成复杂任务。项目集成 LangChain、Function Call、MCP 协议、RAG、Memory、HITL、Skill、Milvus 和 ElasticSearch 等技术，实现高效的知识检索与工具调用，使用 FastAPI 构建高性能后端服务。

by Shy2593666979

Quality signals for MCP tools — agents report results, building a community-driven quality database

by AiAgentKarl

Agent Hub is an AI orchestration platform that transforms how developers and DevOps engineers interact with their toolchain. Built on the cutting-edge Model Context Protocol (MCP), it provides intelligent automation through specialized AI agents, seamlessly integrating with GitHub, Azure, security tools, and data processing

by nathangtg

A token-efficient Android UI parser that converts bulky XML into minified JSON for LLM-driven automation testing.

by nmtuong97

Provides persistent memory capabilities for coding assistants by automatically capturing tool usage, decisions, and patterns across sessions in a local SQLite database with hybrid search combining keyword and semantic similarity.

Lightweight persistent memory for AI agents. Hybrid search. 16 tools. One SQLite file.

by oxgeneral

All-in-one server that connects your coding AI to dozens of databases, data warehouses, data pipelines, cloud services, and more.

by akshata29

Security scanner MCP server that protects AI coding agents from generating vulnerable code. Features: • 275+ security rules for Python, JavaScript, TypeScript, Java, Go, Ruby, PHP, C/C++, Rust, C#, Terraform, Kubernetes • AST-based detection with tree-sitter (falls back to regex when unavailable) • Taint analysis for tracking user input to dangerous sinks • Package hallucination detection across 4.3M+ packages (npm, PyPI, RubyGems, crates.io, pub.dev, CPAN, Raku) • Prompt injection detection for AI agent security • Automatic fix suggestions for common vulnerabilities • CWE/OWASP metadata for compliance Tools: • scan_security - Scan files for vulnerabilities • fix_security - Auto-fix security issues • check_package - Verify if a package exists or is hallucinated • scan_agent_prompt - Detect prompt injection attacks • list_security_rules - View all available rules • list_package_stats - Package database statistics Zero config - works instantly with npx.