INDIVIDUAL MCP TOOL

read_first

The grain of every table and the specific ways to get a confident wrong answer out of this data.

lunenburgbudgetproject.orgnone authenticationAvailability not checked

LIVE ENDPOINT

https://lunenburgbudgetproject.org/mcp

No auth detected

Connect to this endpoint to inspect the live schema for read_first and invoke it with your own arguments.

{}

Inferred read-only · medium confidence · heuristic, not a guarantee.

No write-capable action terms were found; this is not proof that invocation has no side effects.

CONNECT WITH APPROVAL

Review this server and its permissions before adding it. Secret placeholders must be set locally.

Codex

~/.codex/config.toml

[mcp_servers.lunenburg-budget]
url = "https://lunenburgbudgetproject.org/mcp"
enabled = true

Claude Code

.mcp.json

{
  "mcpServers": {
    "lunenburg-budget": {
      "type": "http",
      "url": "https://lunenburgbudgetproject.org/mcp"
    }
  }
}

Claude Desktop

Settings → Connectors → Add custom connector

Name: lunenburg-budget
Remote MCP URL: https://lunenburgbudgetproject.org/mcp

Add this remote URL as a custom connector in Claude Desktop. Availability depends on the user plan and workspace policy.

Cursor

.cursor/mcp.json

{
  "mcpServers": {
    "lunenburg-budget": {
      "url": "https://lunenburgbudgetproject.org/mcp"
    }
  }
}

Visual Studio Code

.vscode/mcp.json

Add to Visual Studio Code

{
  "servers": {
    "lunenburg-budget": {
      "type": "http",
      "url": "https://lunenburgbudgetproject.org/mcp"
    }
  }
}

Generic MCP

Client-specific MCP configuration

{
  "name": "lunenburg-budget",
  "transport": "streamable-http",
  "url": "https://lunenburgbudgetproject.org/mcp"
}

MCP Inspector

Run the official MCP Inspector locally and enter the indexed Streamable HTTP endpoint.

list_datasets — Every dataset in the archive, with THE YEARS EACH COVERS, its row count and its size.
worked_examples — 107 questions this archive can answer, each with the SQL that answers it.
search_meetings — Which of the 1,422 published town meeting documents contain a word — every board, 2025 onward.
budget_history — What a school budget line was in each year, AT ONE STAGE.
staff — How many people the town PRINTED on a school staff roster, by year, school and kind of job.
document — Where a document came from: the publisher's URL, our copy, and its sha256 so a reader can check they have the same bytes.
query — Any question the other tools do not cover, as one read-only SQL statement over the archive database.