SERVER

text2sql

Rank #63,711

io.github.cpenniman12/text2sql-mcp

Ask any SQL database in natural language. Agent explores schema, writes SQL, self-corrects.

1 version

1 GitHub stars

by cpenniman12 (2 servers)View repository ↗Claim this server

First listed

Jun 20, 2026

Last publish date

Jun 28, 2026

OVERVIEW

text2sql is a Model Context Protocol (MCP) server published by cpenniman12. It ranks #63,711 of 132,113 servers tracked on MCP Toplist, and its repository has 1 GitHub stars. text2sql is listed across 3 registries — Official MCP, Glama and PulseMCP, with 1 tracked version. It was first listed on Jun 20, 2026 and most recently updated on Jun 28, 2026.

STANDING

#63,711of 132,113 tracked serversTop 50%

Ranks ahead of 68,402 of 132,113 servers on MCP Toplist.

CONNECT

Use text2sql

API keyNeeds credentials

Requires user-supplied configuration before first use — typically an API key, token or connection string set via environment variables.

Python package (PyPI)

claude mcp add text2sql-mcp -e "TEXT2SQL_DATABASE_URL=<your TEXT2SQL_DATABASE_URL>" -e "ANTHROPIC_API_KEY=<your ANTHROPIC_API_KEY>" -e "OPENAI_API_KEY=<your OPENAI_API_KEY>" -e "TEXT2SQL_MODEL=<your TEXT2SQL_MODEL>" -- uvx text2sql-mcp

Replace each placeholder with your own value before saving.

Python package (PyPI)

[mcp_servers.text2sql-mcp]
command = "uvx"
args = ["text2sql-mcp"]

[mcp_servers.text2sql-mcp.env]
TEXT2SQL_DATABASE_URL = "<your TEXT2SQL_DATABASE_URL>"
ANTHROPIC_API_KEY = "<your ANTHROPIC_API_KEY>"
OPENAI_API_KEY = "<your OPENAI_API_KEY>"
TEXT2SQL_MODEL = "<your TEXT2SQL_MODEL>"

Add to ~/.codex/config.toml. Replace each placeholder with your own value before saving.

Python package (PyPI)

{
  "mcpServers": {
    "text2sql-mcp": {
      "command": "uvx",
      "args": [
        "text2sql-mcp"
      ],
      "env": {
        "TEXT2SQL_DATABASE_URL": "<your TEXT2SQL_DATABASE_URL>",
        "ANTHROPIC_API_KEY": "<your ANTHROPIC_API_KEY>",
        "OPENAI_API_KEY": "<your OPENAI_API_KEY>",
        "TEXT2SQL_MODEL": "<your TEXT2SQL_MODEL>"
      }
    }
  }
}

Add to claude_desktop_config.json (Settings → Developer → Edit Config). Replace each placeholder with your own value before saving.

Python package (PyPI)

{
  "mcpServers": {
    "text2sql-mcp": {
      "command": "uvx",
      "args": [
        "text2sql-mcp"
      ],
      "env": {
        "TEXT2SQL_DATABASE_URL": "<your TEXT2SQL_DATABASE_URL>",
        "ANTHROPIC_API_KEY": "<your ANTHROPIC_API_KEY>",
        "OPENAI_API_KEY": "<your OPENAI_API_KEY>",
        "TEXT2SQL_MODEL": "<your TEXT2SQL_MODEL>"
      }
    }
  }
}

Add to ~/.cursor/mcp.json (global) or .cursor/mcp.json (per project). Replace each placeholder with your own value before saving.

Python package (PyPI)

{
  "servers": {
    "text2sql-mcp": {
      "type": "stdio",
      "command": "uvx",
      "args": [
        "text2sql-mcp"
      ],
      "env": {
        "TEXT2SQL_DATABASE_URL": "<your TEXT2SQL_DATABASE_URL>",
        "ANTHROPIC_API_KEY": "<your ANTHROPIC_API_KEY>",
        "OPENAI_API_KEY": "<your OPENAI_API_KEY>",
        "TEXT2SQL_MODEL": "<your TEXT2SQL_MODEL>"
      }
    }
  }
}

Save as .vscode/mcp.json in your workspace. Replace each placeholder with your own value before saving.

Python package (PyPI)

{
  "mcpServers": {
    "text2sql-mcp": {
      "command": "uvx",
      "args": [
        "text2sql-mcp"
      ],
      "env": {
        "TEXT2SQL_DATABASE_URL": "<your TEXT2SQL_DATABASE_URL>",
        "ANTHROPIC_API_KEY": "<your ANTHROPIC_API_KEY>",
        "OPENAI_API_KEY": "<your OPENAI_API_KEY>",
        "TEXT2SQL_MODEL": "<your TEXT2SQL_MODEL>"
      }
    }
  }
}

Add to ~/.codeium/windsurf/mcp_config.json. Replace each placeholder with your own value before saving.

Python package (PyPI)

{
  "mcpServers": {
    "text2sql-mcp": {
      "command": "uvx",
      "args": [
        "text2sql-mcp"
      ],
      "env": {
        "TEXT2SQL_DATABASE_URL": "<your TEXT2SQL_DATABASE_URL>",
        "ANTHROPIC_API_KEY": "<your ANTHROPIC_API_KEY>",
        "OPENAI_API_KEY": "<your OPENAI_API_KEY>",
        "TEXT2SQL_MODEL": "<your TEXT2SQL_MODEL>"
      }
    }
  }
}

Replace each placeholder with your own value before saving.

BADGE

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Markdown

[![MCP Toplist](https://mcptoplist.com/badge/io.github.cpenniman12%2Ftext2sql-mcp.svg)](https://mcptoplist.com/server/io.github.cpenniman12%2Ftext2sql-mcp)

HTML

<a href="https://mcptoplist.com/server/io.github.cpenniman12%2Ftext2sql-mcp"><img src="https://mcptoplist.com/badge/io.github.cpenniman12%2Ftext2sql-mcp.svg" alt="MCP Toplist: Top 50% of 132,113" /></a>

Variants: append ?metric=score or ?metric=stars to the image URL.

REGISTRIES

Listed on 3 registries

Glama

PulseMCP

Official MCP

ORGANIZATION

cpenniman12

Organization

cpenniman12

Servers in org

Versions across org

Other servers by cpenniman12

Semantic PostgreSQL MCP Server#77,978

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VERSIONS

Available versions (1)

Version	Published
0.1.2	Jun 28, 2026

FAQ

Frequently asked questions

Who maintains text2sql?: text2sql is maintained by cpenniman12, which publishes 2 MCP servers (1 total version) tracked on MCP Toplist.
Is text2sql listed on the Official MCP Registry?: Yes — text2sql is listed on the Official MCP Registry, alongside Glama and PulseMCP.
How many versions does text2sql have?: MCP Toplist tracks 1 version of text2sql, most recently published on Jun 28, 2026.
Where can I find the source code for text2sql?: The source code for text2sql is hosted at github.com/cpenniman12/text2sql-mcp.

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