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20 Best PostgreSQL MCP Servers: compared and ranked, October 2026Ranked from 1,372 matching servers on stars, growth, downloads and maintenance. Updated .

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  • F
    license
    A
    quality
    D
    maintenance
    Provides AI assistants with real-time access to the AGNO framework documentation by enabling them to browse, search, and fetch documentation pages. This server allows users to query information about AGNO's Agents, Teams, and Workflows directly through MCP-compatible clients.
    16
    -
  • A
    license
    B
    quality
    D
    maintenance
    The AgentOps MCP server provides access to observability and tracing data for debugging complex AI agent runs. This adds crucial context about where the AI agent succeeds or fails.
    4
    20 npm
    14
    MIT
  • A
    license
    D
    quality
    A
    maintenance
    A Model Context Protocol server that provides access to Aiven services (PostgreSQL, Kafka, ClickHouse, Valkey, OpenSearch), enabling LLMs to build full stack solutions by interacting with these services.
    3
    245 npm
    28
    Apache 2.0
  • A
    license
    Not graded
    quality
    C
    maintenance
    Provides persistent, scoped shared memory for collaborating AI agents, with tools for storing observations, semantic recall, and handoff workflows. Backed by PostgreSQL and exposed through MCP.
    1
    Apache 2.0
  • A
    license
    Not graded
    quality
    B
    maintenance
    Unified Model Context Protocol server that bundles Slack, GitHub, Jira, PostgreSQL, Redis, AWS, webhooks, and email into one lightweight Docker container, providing a single REST API and web dashboard for AI agent integration.
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    Enables Cursor agents to communicate via a shared chat room, allowing them to ask questions, share status, and warn about conflicts while collaborating on the same repo.
    67 npm
    MIT
  • A
    license
    Not graded
    quality
    A
    maintenance
    An MCP server that provides natural language interaction with Apache AGE graph databases, allowing users to query, visualize and manipulate graph data in PostgreSQL through Claude AI.
    126 PyPI
    4
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables organizations to register downstream MCP servers, discover their tools into a PostgreSQL-backed catalog, and manage access through collection-aware enterprise authentication, authorization, OIDC, and personal access tokens.
    Apache 2.0
  • A
    license
    Not graded
    quality
    Not graded
    maintenance
    Intelligent multi-model orchestrator with dynamic routing that optimizes AI costs by prioritizing free models and escalating to paid tiers only when needed, with stateless architecture using Redis and PostgreSQL.
    32 npm
    -
  • A
    license
    Not graded
    quality
    D
    maintenance
    A Server-Sent Events implementation using FastAPI framework that integrates Model Context Protocol (MCP), allowing AI models to access external tools and data sources like weather information.
    51
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    A central registry MCP server that routes requests to specialized AI services including embeddings, PDF extraction, reranking, vector search (Qdrant), PostgreSQL, LLM completions, markup, and transcription. Includes a proxy server with RAG pipeline for document processing and retrieval.
    2
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    An interface enabling high-frequency communication between AI tools (like Cursor and Windsurf) and users, allowing for option selection and information gathering through CLI, Web, or PyQt interfaces.
    28
    MIT