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A server for managing PostgreSQL databases, enabling comprehensive database operations.

A server for searching, retrieving, and analyzing articles from the PubMed database.

A toolkit for loading data into the Qdrant vector database, supporting AI-powered development workflows.

An MCP server that provides tools to interact with PostgreSQL databases.

An MCP server for exploring and querying PostgreSQL databases.

Provides read-only access to PostgreSQL databases using a connection string.

A Kotlin-based MCP server for interacting with PostgreSQL databases.

A read-only MCP server for PostgreSQL, enabling LLMs to query live data from PostgreSQL databases.

Provides read-only access to PostgreSQL databases with multi-schema support, allowing LLMs to inspect schemas and execute queries across different namespaces.

Manage Prisma Postgres databases and backups using AI agents via local or remote servers.

Transforms raw text into interconnected knowledge graphs and generates insights using a Neo4j database.

Retrieve and analyze time-series data from Prometheus databases using PromQL queries.

Connects to Notion databases to manage, search, and retrieve AI prompts across multiple collections.

Access PubChem's database for chemical compounds, substances, and bioassays.

Provides comprehensive access to PubChem's chemical information database via the PubChem PUG REST API.

Search and access chemical compound information from the PubChem database.

Search for biomedical literature from the PubMed database.

Semantic code search using the Qdrant vector database and OpenAI embeddings.

A knowledge graph implementation with semantic search powered by the Qdrant vector database.

Semantic search using the Qdrant vector database.

An MCP server for integrating with and querying q/kdb+ databases.

Quarkus-based MCP servers for interacting with JDBC databases, filesystems, and Docker containers.

quran-search-engine-mcp is a Model Context Protocol (MCP) server that connects AI assistants like Claude Desktop to a dedicated Quranic search engine. It prevents AI text generation errors or hallucinations by routing search requests through a verified database layer, returning exact, highlighted Arabic verses with advanced normalization, lemma, and root-based matching.

A server for RAG-based document search and management using Qdrant vector database with Ollama or OpenAI embeddings.

Provides local repo-intelligence by indexing source, symbols, call graphs, Git/GitHub history, and source-bound repo memories into a local database for coding agents.

An MCP-based database server with support for SQLite, MySQL, PostgreSQL, and MSSQL.

A server for interacting with Redis databases.

Interact with the Redis Cloud API to manage your Redis databases.

An MCP server for interacting with Redis databases, enabling LLMs to access key-value stores.

An MCP server for Amazon Redshift, allowing AI assistants to interact with Redshift databases.