Skip to main content
Glama

Server Details

Render PDFs from templates and spreadsheet data via SheetRender, locally or at mcp.sheetrender.com

Ownership verified
Status
Healthy
Uptime
32.7% over 47 days
Last Tested
Transport
Streamable HTTP · MCP 2025-11-25
URL
Repository
sheetrender/sheetrender-mcp
GitHub Stars
1
Server Listing
@sheetrender/mcp

TDQS

A4.7/5.0

Scored across 3 tools

Disambiguation5/5

Each tool targets a distinct phase of the workflow: discovery (list_document_templates), rendering (render_documents), and optional continuation/saving (create_continue_link). The descriptions explicitly state when to call create_continue_link and contrast it with render_documents, making misselection unlikely.

Naming Consistency4/5

All names use snake_case and begin with a verb, following a predictable pattern. create_continue_link is slightly less clean than the others because its noun is a compound ('continue_link'), but the overall convention is consistent.

Tool Count5/5

Three tools perfectly match the focused purpose of rendering documents from spreadsheet rows. The set covers template discovery, rendering, and an optional continue-on-website step without any redundant or extraneous tools.

Completeness5/5

The tool surface covers the full lifecycle: discovering templates and their fields, rendering documents with previews and download links, and saving or scheduling via a continue link. No obvious gaps exist for the stated domain of filling built-in templates from rows.

Available Tools

3 tools
list_document_templatesList document templatesA
Read-onlyIdempotent
Inspect

List the document templates this server can fill from rows of data: certificate of completion, letter, donation receipt and job offer letter. Returns each template's key, name, a one-line description, page size and orientation, and its fields (key, label, whether it is required, an example value, and how the value is printed). Call this first when the user wants PDFs made from a spreadsheet, a table, a CSV or a list of people, so you can map their columns onto a template's field keys before calling render_documents. Takes no arguments.

ParametersJSON Schema
NameRequiredDescriptionDefault

No parameters

Output Schema

ParametersJSON Schema
NameRequiredDescription
templatesYes

TDQS

A4.5/5.0
Behavior4/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations already cover the safety profile (readOnly, idempotent, non-destructive, closed-world), so the bar is lower. The description adds that it takes no arguments and details the shape of each returned template, which goes beyond what annotations provide; it does not mention error behavior or auth, keeping it at 4.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Front-loaded with the verb and template list, then the workflow guidance. It is dense but almost every clause carries information; the second sentence is long, and some returned-field detail partially duplicates the output schema.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness4/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

For a zero-argument, read-only discovery tool with an output schema already documenting the return, nothing essential is missing. The description's field-by-field return recap is slightly redundant given the output schema exists, so it lands at 4 rather than 5.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters4/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Zero parameters, so the baseline is 4. The description correctly states 'Takes no arguments,' which is consistent with the empty schema, and adds no misleading parameter guidance.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

States a specific verb (List) and resource (document templates), names the four concrete templates, and enumerates the returned fields. It is instantly distinguishable from render_documents and create_continue_link.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines5/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

Explicitly says to 'Call this first when the user wants PDFs made from a spreadsheet, a table, a CSV or a list of people' and names the follow-up tool (render_documents) plus the reason (mapping columns onto field keys). This is a full when-to-use plus routing statement.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

render_documentsRender documents from rowsAInspect

Render one PDF per row of data with a built-in template, and return a PNG preview and a PDF download link for each document. Use when the user has a spreadsheet, table, CSV or list and wants a certificate of completion, letter, donation receipt or job offer letter for each row. Get the field keys from list_document_templates, map the user's columns onto them, and pass each row as an object keyed by field key; values must be text, numbers, true/false or null; a text value may hold at most 2000 characters unless list_document_templates gives a different limit for that field. Renders up to 25 rows per call and up to 50 documents per month for each user (in Claude, each conversation); callers the service cannot tell apart, such as all Claude users together, also share one monthly limit. The response says how many documents remain this month (or that the month's limit is shared with other users) and when the count resets. Rows missing a required field are reported in missing_fields. Preview and PDF links expire after one hour. This tool only fills the built-in templates; it does not accept HTML or custom designs.

ParametersJSON Schema
NameRequiredDescriptionDefault
rowsYesOne object per document, at most 25 per call.
titleNoOptional name for this set of documents, e.g. "Q3 volunteer certificates".
templateYesTemplate key from list_document_templates.

Output Schema

ParametersJSON Schema
NameRequiredDescription
statusNo
volumeYes
messageNo
continueYes
templateYes
documentsYes
expires_atYes
rows_receivedYes
rows_renderedYes
template_nameYes
missing_fieldsYes

TDQS

A4.8/5.0
Behavior5/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

With annotations covering only the safe/read-write profile, the description carries the real behavioral load: per-call row cap (25), monthly quota (50 per user/conversation, shared among indistinguishable callers), quota-reset reporting, one-hour link expiry, missing_fields error reporting, and value-type/length rules. That is exactly the context annotations cannot express.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Purpose and usage are front-loaded in the first two sentences, followed by operational detail. It is a dense single block rather than a list, but almost every clause carries actionable information; only minor tightening of the quota sentences is possible.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness5/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

An output schema exists, so return values need little explanation, yet the description still clarifies the quota portion of the response and error reporting. Combined with limits, expiry, prerequisites and template restrictions, an agent has everything needed to call it correctly.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters4/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema coverage is 100%, so the baseline is 3, but the description goes further: it tells the caller to derive keys from list_document_templates, map user columns onto them, pass each row as an object keyed by field key, and states the 2000-character text ceiling and permitted value types. The title/template params get less attention, but the hard part (rows) is well explained.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The opening sentence gives a precise verb+resource+output: 'Render one PDF per row of data with a built-in template, and return a PNG preview and a PDF download link.' It also names the sibling that supplies inputs (list_document_templates), so the agent can distinguish this from its siblings without opening a schema.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines5/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

Explicit trigger conditions are given ('Use when the user has a spreadsheet, table, CSV or list and wants a certificate of completion, letter, donation receipt or job offer letter'), plus an explicit exclusion ('does not accept HTML or custom designs') and the prerequisite step of fetching field keys from list_document_templates.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

Tool Schema Changelog

Recent tool additions, removals, and schema changes observed during successful MCP inspections.

  1. 3 tool updates
    • First observedcreate_continue_link
    • First observedlist_document_templates
    • First observedrender_documents

Publisher details

Operator
SheetRender
Operator website
https://sheetrender.com
Vendor relationship
Not applicable
Documentation
Not available
Trust center
Not available
Restrictions
Not applicable

Related MCP Connectors

Related MCP Servers

  • A
    license
    Not graded
    quality
    B
    maintenance
    Create readable, paginated PDFs from code, Markdown, JSON and CSV, with local rendering and inline previews in compatible MCP clients. Public file URL imports run on your computer, and physical printing requires separate approval of a prepared job.
    AGPL 3.0
  • A
    license
    A
    quality
    A
    maintenance
    Render PDFs and images from HTML templates (Jinja2, Liquid, Handlebars) or Word and PowerPoint files through the Formfeed API, check data against a template's schema before rendering, and convert Office documents to PDF.
    8
    1
    MIT
Try in Browser

Glama MCP Gateway

Add one secure layer between your agents and this server.