Qdrant Vector Database
Integrates with Qdrant vector database to provide semantic search capabilities for storing and retrieving information using multiple embedding providers…
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HANA Cloud ML Bridge
Bridges SAP HANA Cloud databases with machine learning operations through a three-layer architecture that enables model management, execution contexts, and…
Gatherings (Expense Sharing)
Provides a robust expense-sharing solution for social gatherings, enabling creation of events, member management, expense tracking, and automated reimbursement…
ClickHouse
Integrates with ClickHouse databases to execute SQL queries and retrieve results in JSON format, enabling data analysis and exploration directly within…
SIXTA Connect
Database Reliability Engineer-grade SQL analysis inside any MCP client
CloudBeaver MCP Server
A secure MCP server that connects AI agents to CloudBeaver web client, allowing them to explore database schemas, read metadata, and execute SQL queries.
MCP Redis Diagnostics
Redis diagnostics MCP server — analyze memory usage, slowlog patterns, client connections, and keyspace health with AI-powered recommendations. Lightweight npx…
Dory MCP Server
runs Dory without the desktop client. It is the standalone entrypoint for MCP servers, automation, and direct Dory Action execution.
Epitome Personal Portable AI Memory Vault
Epitome gives every AI agent shared, persistent memory of you. It stores memories, facts, and preferences in a personal knowledge graph, so any AI tool you use…
SeedBase — Synthetic Test Data
Generate realistic, FK-consistent test data for your databases from your AI assistant. List projects, get schema DDL, generate datasets as SQL.
MSSQL DBA
The server provides context to an LLM, empowering models to complete various Database Administration tasks, such as improving table health, optimizing existing…
DroidMind
Enables control and interaction with Android devices through secure tools for device management, app installation, UI automation, file operations, and system…
FastMCP Todo
Integrates with MongoDB and MQTT to enable real-time task management, distribution, and updates for collaborative workflows and automation.
PDF Search
Built for Zed to enable semantic searching of PDF documents using a Qdrant vector database and OpenAI embeddings.
ArcKnowledge (Custom RAG)
Bridges AI systems to custom knowledge base APIs for retrieval-augmented generation across multiple text and image sources with configurable authentication and…
TimeWeaver
Synthetic time-series test data with trend, seasonality, noise, and anomalies, for any MCP client.
SeedWeaver
Schema-aware relational test data generator with working foreign keys, for any MCP client.
Agent Planners
Create and monitor AI marketing-automation tasks across Google Ads, GA4, BigQuery and more, from any MCP client.
Kollektiv MCP
Build and access a personal LLM knowledge base from your editor or client without any infrastructure setup.
Materials Project MCP
Query the Materials Project database using the mp_api client. Requires an MP_API_KEY environment variable.
MCP Oracle Database Server
A server for full integration with Oracle Database. Requires Oracle Instant Client libraries.
SQL MCP Server (TypeScript)
# SQL MCP Server (TypeScript) [](https://www.typescriptlang.org/)…
mcp-server-opensearch MCP server
# mcp-server-opensearch MCP server A MCP server project ## Components ### Resources The server implements a simple note storage system with: - Custom note://…
Opensearch Mcp Server Py
 - [OpenSearch MCP…