SERVER

text2sql

Rank #80,402

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 ↗

First listed

Jun 20, 2026

Last publish date

Jun 28, 2026

PURPOSE

What you can do with text2sql

text2sql is a Model Context Protocol (MCP) server published by cpenniman12. It ranks #80,402 of 168,415 active servers 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.

Not verifiedMCP Toplist has not yet written a checked profile for this server, so the paragraph above is assembled from registry data only. The repository README is the authority on what it does.

CAPABILITIES AND LIMITATIONS

What text2sql can and cannot do

Not verifiedMCP Toplist has not catalogued this server's tools or limitations. The repository README lists them.

REQUIREMENTS

What you need before using text2sql

DeclaredAPI keyCredentials declared

The registry listing declares required configuration before first use — typically an API key, token or connection string set via environment variables.

Declared by Glama, last synced Nov 3, 2026. Not independently verified by MCP Toplist.

Declared in the registry install config

TEXT2SQL_DATABASE_URL · required
ANTHROPIC_API_KEY · optional
OPENAI_API_KEY · optional
TEXT2SQL_MODEL · optional

INSTALLATION AND FIRST TASK

Connect text2sql and confirm it works

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.

First successful task

After adding the config, ask your client to list this server's tools. A tool list confirms the connection; an empty list or an error means the server did not start or needs credentials.

ALTERNATIVES

When to choose another server

Other servers by cpenniman12

Semantic PostgreSQL MCP Server

View all cpenniman12 servers →

No task-specific alternatives are catalogued for text2sqlyet; the list above is its publisher's other servers.

MAINTENANCE AND EVIDENCE

What changed, and when this was checked

First listed: Jun 20, 2026
Latest version published: Jun 28, 2026
Version history: 1 version tracked (below)
Requirements evidence: Declared by Glama, last synced Nov 3, 2026. Not independently verified by MCP Toplist.
Profile checked: Not yet — purpose, capabilities and requirements above come from registry data only
Ranking data as of: Nov 4, 2026

Registry sightings

Glama ↗listed since Jun 20, 2026 · still listed
PulseMCP ↗listed since Jul 6, 2026 · still listed
Official MCP ↗listed since Jul 24, 2026 · still listed

Do you maintain text2sql? to correct or enrich this profile.

VERSIONS

Available versions (1)

Version	Published
0.1.2	Jun 28, 2026

STANDING

#80,402of 168,415 active serversTop 50%

Ranks ahead of 88,013 of 168,415 servers on MCP Toplist.

BADGE

Show your rank

Maintain this server? Add the live rank badge to your README — it updates automatically as the leaderboard changes.

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 168,415" /></a>

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

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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