"Assistance with mapping and refining a PostgreSQL database" matching MCP servers:

• JSON Mapping & Context MCP

  Bablu-singh

  -

  security

  F

  license

  -

  quality

  Enables schema-aware exploration of JSON data by uploading samples, flattening nested structures, and using heuristic search with token overlap and fuzzy matching to find field paths for target names, accelerating ETL and API onboarding workflows.

  Last updated 4 months ago

• MCP Database Server

  JuanYin1

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  security

  A

  license

  -

  quality

  Provides Claude with direct access to databases including SQLite, SQL Server, PostgreSQL, and MySQL, enabling execution of SQL queries and table management through natural language.

  Last updated 8 months ago

  806

  1

  MIT

• PostgreSQL MCP

  antonygold59

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  security

  A

  license

  -

  quality

  Provides AI-driven PostgreSQL database management with secure OAuth 2.1 authentication, enabling users to administer, monitor, and query databases with support for extensions like pgvector, PostGIS, and pg_cron.

  Last updated 3 days ago

  372

  MIT

• postgresql-mcp

  sarmadparvez

  -

  security

  A

  license

  -

  quality

  A general-purpose PostgreSQL MCP server with full read-write SQL access, atomic multi-statement transactions, and schema inspection. Works with any PostgreSQL instance — local, Supabase, AWS RDS, or self-hosted — and connects to Claude, Cursor, Windsurf, or any MCP-compatible AI client.

  Last updated 16 days ago

  90

  ISC

• Database MCP

  thekaranpargaie

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  security

  F

  license

  -

  quality

  Provides a natural language interface for querying and managing PostgreSQL, MySQL, MariaDB, MSSQL, and SQLite databases using the Model Context Protocol. Users can explore database schemas and visualize query results through an integrated web dashboard.

  Last updated 2 months ago

  53

• PostgreSQL

  modelcontextprotocol

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  security

  -

  license

  -

  quality

  A Model Context Protocol server that provides read-only access to PostgreSQL databases. This server enables LLMs to inspect database schemas and execute read-only queries.

  Last updated 13 days ago

  73,497

  81,646