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100
MCP live MCP 2025-11-25 streamable-http

org.lunenburgbudgetproject/archive

org.lunenburgbudgetproject/archive

The Lunenburg, Massachusetts town and school budget, every figure traced to its source document.

Watch this dependency Share evidence report
Uptime
100.0%
5 direct probes · 30d
Response
573ms
last probe
Tools
8
callable
Resources
0
readable
Prompts
0
available
Primary URL
https://lunenburgbudgetproject.org/mcp
Score: 100/100
Handshake verified by our own probe.
pass Answers the MCP handshake 50/50
The handshake and the list calls succeeded on the primary URL.
pass Lists tools, resources or prompts 30/30
8 tools, 0 resources, 0 prompts returned.
pass 3 or more catalogue items 10/10
8 items in total; 3 or more earns these points.
pass Describes itself 10/10
96 characters; more than 30 earns these points.

Tools · 8

list_datasets

Every dataset in the archive, with THE YEARS EACH COVERS, its row count and its size. Call this before answering from prose: it is how you find out whether the archive holds data for the year and subj…

read_first

The grain of every table and the specific ways to get a confident wrong answer out of this data. Read this before computing anything. It states, among others, that a budget and an actual must never be…

worked_examples

107 questions this archive can answer, each with the SQL that answers it. Every one is executed against the database on every build, so none of them is a claim. Start from the nearest one and edit it …

search_meetings

Which of the 1,422 published town meeting documents contain a word — every board, 2025 onward. Returns the board, the date and a citable URL for each. AN EMPTY RESULT MEANS THE WORD IS NOT IN THE INDE…

budget_history

What a school budget line was in each year, AT ONE STAGE. The stage argument is required and singular on purpose: `proposed`, `settled` and `actual` are three different documents about the same year, …

staff

How many people the town PRINTED on a school staff roster, by year, school and kind of job. Uses our classification of the printed title, never the title itself, because the town has called the same j…

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. Use it to cite anything.

query

Any question the other tools do not cover, as one read-only SQL statement over the archive database. SELECT or WITH only; a LIMIT is imposed if you omit one. Call `read_first` before computing anythin…

How to use

Claude Desktop or claude.ai: add a custom connector (Customize → Connectors; on Team and Enterprise plans an owner adds it under Organization settings → Connectors) with this server URL: https://lunenburgbudgetproject.org/mcp

Cursor or Cline: add to your MCP config:

{
  "mcpServers": {
    "org.lunenburgbudgetproject/archive": {
      "url": "https://lunenburgbudgetproject.org/mcp",
      "transport": "streamable-http"
    }
  }
}