# org.lunenburgbudgetproject/archive (remote · lunenburgbudgetproject.org)

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

- Trust score: 71/100 (medium)
- Change this week: +3
- Registry status: active
- Liveness: live
- Owner verified: no
- Last scored: 2026-09-28

## Components

- remote · `lunenburgbudgetproject.org`: 71/100 (this document), [markdown](https://verifymcp.io/servers/org-lunenburgbudgetproject-archive/lunenburgbudgetproject.md), [page](https://verifymcp.io/servers/org-lunenburgbudgetproject-archive/lunenburgbudgetproject)

## Channel facts

- Endpoint: `https://lunenburgbudgetproject.org/mcp`
- Transports: `streamable-http`
- Auth: `none`
- Version: `1.0.0`

## Trust breakdown

How this component scores in each security and reliability category. Every signal is checked automatically against the live server, and we only credit what we can confirm. Scores are 0–100 per category. Scoring method: https://verifymcp.io/docs/scoring (what has changed: https://verifymcp.io/docs/scoring/changelog)

Scored 2026-09-28.

- **Endpoint Security**: 46/100
  - The endpoint's TLS certificate is valid, in date, and uses a strong key.
  - Authorisation not fully verified: no authorisation is required to call this server, and 8 tool(s) never declared a destructiveHint. The MCP spec treats an absent hint as destructive by default, so we cannot call this surface safe.
  - HTTPS check failed: the endpoint is reachable over plaintext HTTP.
  - HSTS check failed: the Strict-Transport-Security header is absent.
  - DNSSEC check failed: this domain isn't protected by DNSSEC.
- **Transport & Reachability**: 100/100
  - Verified streamable-http transport via a live MCP handshake.
- **Schema Quality & AI Usability**: 82/100
  - AI-judged instruction clarity (excellent).
  - Context-footprint check failed: tool/resource definitions use about 928 tokens (~116/item across 8 items; 8 tools + 0 resources), over budget; trim descriptions and params.
  - Usage-examples check failed: none of the tools include examples.
- **Stability & Change Management**: 73/100
  - Stability observed for 22 of 30 days with no destabilising changes; credit accrues until the full window elapses.
- **Tool Coverage**: 100/100
  - 100% of tools have a non-trivial description (not blank, and not just the tool's name).
  - 100% of tool parameters carry a description.
- **Tool Safety**: 100/100
  - No prompt-injection markers were found in the server instructions, tool names or descriptions we captured.
  - We read all 8 captured tool definition(s), and no name or description among them implies an irreversible operation.
  - An AI judge read all 8 captured unit(s) of tool text and found none that tries to manipulate the model reading it.
- **Capabilities**: 100/100
  - Implements a supported MCP spec version (2025-11-25); the latest is 2026-07-28.

## Install

### How do I install the org.lunenburgbudgetproject/archive MCP server?

org.lunenburgbudgetproject/archive is a hosted endpoint at https://lunenburgbudgetproject.org/mcp, so there is nothing to install locally. Ready-made configuration for Claude, Cursor, VS Code, Codex and 5 more is on this page, copied from each client's own documentation.

### Claude

```bash
claude mcp add --transport http org-lunenburgbudgetproject-archive 'https://lunenburgbudgetproject.org/mcp'
```

### Cursor

```json
{
  "mcpServers": {
    "org-lunenburgbudgetproject-archive": {
      "url": "https://lunenburgbudgetproject.org/mcp"
    }
  }
}
```

### VS Code

```json
{
  "servers": {
    "org-lunenburgbudgetproject-archive": {
      "type": "http",
      "url": "https://lunenburgbudgetproject.org/mcp"
    }
  }
}
```

### Codex

```toml
[mcp_servers.org-lunenburgbudgetproject-archive]
url = "https://lunenburgbudgetproject.org/mcp"
```

### opencode

```json
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "org-lunenburgbudgetproject-archive": {
      "type": "remote",
      "url": "https://lunenburgbudgetproject.org/mcp",
      "enabled": true
    }
  }
}
```

### OpenClaw

```bash
openclaw mcp add org-lunenburgbudgetproject-archive --url 'https://lunenburgbudgetproject.org/mcp' --transport streamable-http
```

### Hermes

```yaml
mcp_servers:
  org-lunenburgbudgetproject-archive:
    url: "https://lunenburgbudgetproject.org/mcp"
```

### Netclaw

```json
{
  "McpServers": {
    "org-lunenburgbudgetproject-archive": {
      "Transport": "http",
      "Url": "https://lunenburgbudgetproject.org/mcp"
    }
  }
}
```

### Vellum

```bash
assistant mcp add org-lunenburgbudgetproject-archive -t streamable-http -u 'https://lunenburgbudgetproject.org/mcp'
```

### Other

```json
{
  "mcpServers": {
    "org-lunenburgbudgetproject-archive": {
      "type": "http",
      "url": "https://lunenburgbudgetproject.org/mcp"
    }
  }
}
```

The mcpServers block is a cross-client convention. Remote transports vary, so check your client's docs.

## Changelog

Every change recorded for this component, newest first. Days that predate change tracking, or that we cannot explain, say so: "we were watching and nothing happened" and "we were not watching" are different claims.

### 2026-09-28 (score 71, 0)

- [functional] We updated how we score, so this day's move reflects our rubric, not a change to the server

### 2026-09-26 (score 71, +1)

No change was recorded against any check on this day. Stability & Change Management went from 63 to 67. That category is still filling its 30-day observation window: 19 days of observed history at the previous scan, 20 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-09-25 (score 70, 0)

- [functional] We updated how we score, so this day's move reflects our rubric, not a change to the server

### 2026-09-24 (score 70, +1)

No change was recorded against any check on this day. Stability & Change Management went from 57 to 60. That category is still filling its 30-day observation window: 17 days of observed history at the previous scan, 18 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-09-22 (score 69, +1)

No change was recorded against any check on this day. Stability & Change Management went from 50 to 53. That category is still filling its 30-day observation window: 15 days of observed history at the previous scan, 16 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-09-20 (score 68, +1)

No change was recorded against any check on this day. Stability & Change Management went from 43 to 47. That category is still filling its 30-day observation window: 13 days of observed history at the previous scan, 14 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-09-18 (score 67, +1)

No change was recorded against any check on this day. Stability & Change Management went from 37 to 40. That category is still filling its 30-day observation window: 11 days of observed history at the previous scan, 12 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-09-16 (score 66, +1)

No change was recorded against any check on this day. Stability & Change Management went from 30 to 33. That category is still filling its 30-day observation window: 9 days of observed history at the previous scan, 10 at this one. The score rises as the window fills, whether or not the server changes.

## MCP tools (8)

### `list_datasets` (~93 tokens)

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 subject you are being asked about. 49 datasets covering the town and school budgets, the town ledger, staff rosters, out-of-district placements, elections, and fifteen years of annual town reports.

### `read_first` (~101 tokens)

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 combined in one calculation; that a budget line is NET of grants and fees and is not what a thing costs; and that no budget line is mapped to a ledger account, so budget-to-actual at line level cannot be answered from this data at all.

### `worked_examples` (~59 tokens)

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 rather than writing a query from scratch.

### `search_meetings` (~141 tokens)

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 INDEXED DOCUMENTS, which is not the same as nobody having said it: the archive starts in January 2025. It matches words exactly, so plurals are separate terms — search "jersey" and "jerseys" both.

Input parameters:

- `board` (string): Optional board slug, e.g. school-committee
- `word` (string, required): A single word, lowercase. Not a phrase.

### `budget_history` (~176 tokens)

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, and a growth rate measured from an actual to a budget is partly growth and partly the step between them. That mistake put a special education escalator 1.5 points too high here and was invisible until somebody asked how the number was derived. Note also that a budget line is NET — what the town must raise after grants, fees and state aid — so a line can rise because a grant ended rather than because anything cost more.

Input parameters:

- `label` (string, required): Part of the line name, e.g. "paraprofessional"
- `stage` (string, required): One stage. Never compare across stages.

### `staff` (~203 tokens)

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 job Tutor, Aide, Paraprofessional, Para, (para) and Sped Para across fifteen years. THIS IS A COUNT OF NAMES, NOT A STAFFING LEVEL: a roster carries no FTE, so a 0.4 music teacher and a full-timer are one row each, and it names no funding source, which is the question that usually matters. Grade appears only where the page happened to print it.

Input parameters:

- `category` (string): paraprofessional, teacher, administrator, counselor, nurse, psychologist, social_worker, speech_therapist, therapist, librarian, custodian, cafeteria, secretary, technology, specialist, coach
- `fy` (string): Fiscal year as four digits, e.g. 2022

### `document` (~55 tokens)

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.

Input parameters:

- `name` (string, required): Part of a filename or path

### `query` (~100 tokens)

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 anything and `list_datasets` to find table names. A query estimated to read more than 250,000 rows is refused — narrow it with a WHERE, or ask for one table at a time.

Input parameters:

- `sql` (string, required): One SELECT statement.

## Diagnostics

Captured diagnostic sections: TLS, DNSSEC, Authorisation, Transports. The full working is on the page: https://verifymcp.io/servers/org-lunenburgbudgetproject-archive/lunenburgbudgetproject#diagnostics

## Score history

- 2026-09-28: 71
- 2026-09-27: 71
- 2026-09-26: 71
- 2026-09-25: 70
- 2026-09-24: 70
- 2026-09-23: 69
- 2026-09-22: 69
- 2026-09-21: 68
- 2026-09-20: 68
- 2026-09-19: 67
- 2026-09-18: 67
- 2026-09-17: 66
- 2026-09-16: 66
- 2026-09-15: 65
- 2026-09-14: 65
- 2026-09-13: 64
- 2026-09-12: 64
- 2026-09-11: 64
- 2026-09-10: 63
- 2026-09-09: 63
- 2026-09-08: 62
- 2026-09-07: 62
- 2026-09-06: 61

## Common questions

### What is the org.lunenburgbudgetproject/archive MCP server?

org.lunenburgbudgetproject/archive is an MCP server listed in the public MCP registry as org.lunenburgbudgetproject/archive. The Lunenburg, Massachusetts town and school budget, every figure traced to its source document. This page covers its hosted endpoint (https://lunenburgbudgetproject.org/mcp).

### Is the org.lunenburgbudgetproject/archive MCP server safe to use?

org.lunenburgbudgetproject/archive scores 71 out of 100 on VerifyMCP. That is a record of what we were able to check automatically, not an endorsement. The category breakdown on this page shows every signal behind the number, including the ones we could not confirm.

### What tools does the org.lunenburgbudgetproject/archive MCP server expose?

org.lunenburgbudgetproject/archive exposes 8 tools: list_datasets, read_first, worked_examples, search_meetings, budget_history, and 3 more. Their descriptions and schemas cost roughly 928 tokens of context every time the server is loaded.

### Does the org.lunenburgbudgetproject/archive MCP server require authentication?

No. We connected to org.lunenburgbudgetproject/archive without credentials and it answered, so anything it exposes is reachable by anyone who knows the address.

### Is the org.lunenburgbudgetproject/archive MCP server still maintained?

org.lunenburgbudgetproject/archive is still listed as active in the MCP registry. We last reached this channel on 28 September 2026. Those dates come from our own scans of the registry and the channel itself, not from anything the publisher announced.

## Links

- Remote endpoint: https://lunenburgbudgetproject.org/mcp
- Repository: https://github.com/tjloughlin16/lunenburgbudgetapp
- Website: https://lunenburgbudgetproject.org/
- Changelog RSS feed: https://verifymcp.io/servers/org-lunenburgbudgetproject-archive/lunenburgbudgetproject.xml
- Changelog JSON feed: https://verifymcp.io/servers/org-lunenburgbudgetproject-archive/lunenburgbudgetproject.json
- HTML version of this page: https://verifymcp.io/servers/org-lunenburgbudgetproject-archive/lunenburgbudgetproject