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"Using PostgreSQL with Docker" matching MCP servers:

  • rag-mcp

    NextLevelManagementAdvisors
    A
    license
    A
    quality
    B
    maintenance
    Enables ingestion and semantic search over text documents using PostgreSQL + pgvector and OpenAI-compatible embeddings, allowing any LLM agent to retrieve relevant chunks for grounded answers.
    4
    AGPL 3.0
  • Exasol MCP Server with Governed SQL option by exasol-labs

    Exasol MCP Server withofficial

    exasol-labs
    A
    license
    -
    quality
    F
    maintenance
    Provides LLM access to Exasol database via MCP tools, including metadata reading and data queries, with an optional on-premise text-to-SQL (Governed SQL) translation.
    4
    MIT
  • Unforget MCP Server by unforget-ai

    Unforget MCP Serverofficial

    unforget-ai
    A
    license
    -
    quality
    C
    maintenance
    Long-term memory for Claude Code, Cursor, and MCP clients with zero-config embedded PostgreSQL. Stores and retrieves facts, preferences, and decisions using 4-channel semantic, BM25, entity, and temporal search with cross-encoder reranking.
    1
    Apache 2.0
  • pgEdge Postgres MCP Server by pgEdge

    pgEdge Postgres MCP Serverofficial

    pgEdge
    A
    license
    -
    quality
    A
    maintenance
    Enables SQL queries against PostgreSQL databases through MCP-compatible clients and includes a natural language agent for forming SQL queries from natural language.
    216
    PostgreSQL
  • pg-aiguide by timescale

    pg-aiguideofficial

    timescale
    A
    license
    -
    quality
    C
    maintenance
    Enables semantic search across PostgreSQL, TimescaleDB, and PostGIS documentation to help AI coding assistants write better PostgreSQL code.
    38
    1,808
    Apache 2.0

  • MCP Server with LLM

    MelaLitho
    A
    license
    -
    quality
    D
    maintenance
    Enables chat with multiple LLM providers (OpenAI and Anthropic) while maintaining persistent conversation memory. Provides extensible tool framework for various operations including echo functionality and conversation storage/retrieval.
    MIT

  • django-mcp-sql

    thepapermen
    A
    license
    -
    quality
    A
    maintenance
    Provides a read-only PostgreSQL SQL surface for LLM agents via MCP, with defense-in-depth security layers for safe database queries.
    3
    MIT

  • obsidian-semantic-mcp

    celstnblacc
    A
    license
    -
    quality
    B
    maintenance
    A persistent memory layer for Claude Desktop that enables semantic search and CRUD operations on your Obsidian vault using local embeddings and PostgreSQL+pgvector.
    1
    Apache 2.0

  • PostgreSQL MCP Server

    abhinv98
    A
    license
    -
    quality
    D
    maintenance
    Enables AI agents to query, explore, and analyze PostgreSQL databases through the Model Context Protocol. It provides robust security features including read-only mode, schema restrictions, and query timeouts for safe data interaction.
    11
    MIT

  • Process Mining MCP Server

    mostapow
    A
    license
    -
    quality
    D
    maintenance
    A tool that integrates process mining capabilities with Claude AI, allowing users to analyze event log data from PostgreSQL databases through natural language interfaces in Claude Desktop or Cursor.
    MIT

  • RAG-MCP

    Luxter77
    A
    license
    -
    quality
    -
    maintenance
    A Python server that enables retrieval-augmented generation through semantic, question/answer, and style search modalities using PostgreSQL and pgvector for embedding storage and retrieval.
    2
    Apache 2.0

  • MCP Database Server

    lukhim
    A
    license
    -
    quality
    C
    maintenance
    Enables Claude to query and manage databases (SQLite, SQL Server, PostgreSQL, MySQL) through natural language, supporting read/write operations and schema management.
    706
    MIT

  • PostgreSQL Multi-Schema MCP

    HarjjotSinghh
    A
    license
    -
    quality
    D
    maintenance
    A Model Context Protocol server that provides read-only access to PostgreSQL databases with enhanced multi-schema support, allowing LLMs to inspect database schemas across multiple namespaces and execute read-only queries while maintaining schema isolation.
    127
    3
    MIT

  • MCP PostgreSQL Secure Query

    congdinh2008
    A
    license
    -
    quality
    D
    maintenance
    Provides secure, read-only PostgreSQL database access via MCP tools like query_inventory and get_top_sales. Blocks dangerous SQL commands while allowing AI to execute controlled SELECT queries.
    10
    9
    ISC

  • Open Brain MCP

    lazo99
    A
    license
    -
    quality
    B
    maintenance
    A self-hosted second brain MCP server that enables capturing thoughts with deduplication and semantic search using local embeddings and PostgreSQL with pgvector, all running on your own hardware.
    MIT