Skip to main content
Glama

well-005-csv-to-table

Server Details

https CSV to headers and rows. x402 $0.005 USDC, Base. As is, no warranty.

If you are the author of this connector, you can claim ownership by verifying the domain or GitHub account it belongs to. Claimed connector authors can inspect health checks, view analytics, and manage their listing.
Status
Healthy
Last Tested
Transport
Streamable HTTP · MCP 2025-11-25
URL

TDQS

A4.4/5.0

Scored across 1 tool

Disambiguation5/5

The server exposes exactly one tool, so there is no possibility of overlap or misselection. Its description clearly delimits scope (HTTPS CSV fetch + parse) and enumerates inputs, caps, and output shape.

Naming Consistency5/5

With a single tool named 'csv-to-table' in kebab-case, there are no competing conventions to clash. The name is descriptive and matches the server's stated purpose.

Tool Count3/5

The server is a narrow single-purpose micro-tool, so one tool is defensible, but a 1-tool surface sits at the 'borderline thin' end of the rubric. If the intent is a CSV toolkit, additional operations (e.g., delimiter/encoding options, output-format conversion) are absent.

Completeness4/5

For the stated task (fetch a public HTTPS CSV and return headers/rows), the tool covers the core operation with sensible caps, redirect handling, has_header, and warnings. Gaps are minor: no delimiter/encoding controls, no output-format alternatives, and non-HTTPS or local sources are deliberately unsupported.

Available Tools

1 tool
csv-to-tableA
Read-onlyIdempotent
Inspect

Fetch a public https CSV URL and parse it into headers + rows ($0.005 USDC via x402). https only — http, file, data, localhost, and private IPs are rejected. Caps: 1 MB body, ~10s timeout, max 5 redirects, max 5000 data rows (truncated with warning). Optional has_header (default true). Returns JSON { url, final_url, content_type, headers, rows, row_count, warnings }. As is, no warranty. Nothing stored.

ParametersJSON Schema
NameRequiredDescriptionDefault
urlYeshttps URL that returns CSV to parse into a table. http/file/data/localhost/private IPs rejected.
has_headerNoIf true (default), treat the first row as column headers. If false, synthesize col_0..col_N.

TDQS

A4.5/5.0
Behavior5/5

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

Annotations already cover safety (readOnly, idempotent, non-destructive), and the description still adds substantial non-obvious behavior: request caps, redirect limit, silent-truncation-with-warning at 5000 rows, a per-call x402 payment, and a 'nothing stored' data-retention statement. This is exactly the extra context an agent needs beyond the hints.

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

Conciseness5/5

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

Front-loaded with purpose, then constraints, then return shape, then the warranty/persistence note — each clause adds distinct operational value. Dense but zero filler sentences.

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?

Despite having no output schema, the description enumerates the exact return shape ({ url, final_url, content_type, headers, rows, row_count, warnings }), so the agent knows the response. Limits, payment, and retention are all disclosed; nothing needed for correct invocation is absent.

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

Parameters3/5

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

Schema description coverage is 100%, so both parameters are already documented in the schema. The description restates 'Optional has_header (default true)' which duplicates rather than extends the schema text. Baseline 3 is correct when the schema carries the parameter burden.

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 description opens with a precise verb+resource+output pair: 'Fetch a public https CSV URL and parse it into headers + rows'. An agent immediately knows exactly what the tool produces, and the added cost note ($0.005 USDC via x402) further distinguishes it. No siblings exist, so no differentiation is needed.

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

Usage Guidelines4/5

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

It clearly states the applicability boundary — 'https only' with http, file, data, localhost, and private IPs rejected — plus concrete limits (1 MB, ~10s, 5 redirects, 5000 rows). What's missing is any explicit when-to-use-vs-alternative framing, but with no sibling tools there is nothing to route against, so 4 is appropriate.

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. 1 tool update
    • First observedcsv-to-table

Related MCP Connectors

Related MCP Servers

Try in Browser

Glama MCP Gateway

Add one secure layer between your agents and this server.

Resources