Skip to main content
Glama

Clinical Trials Monitor

clinical-trials-monitor
Read-only

Watch conditions, drugs or sponsors for new and updated clinical trials. Get NCT id, status, phase, sponsor and a direct study URL for every match, sorted by most recently updated. Official ClinicalTrials.gov API v2, free, no API key or login. — $0.02/call, x402 (USDC on base).

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
queriesYesConditions, drugs or sponsors to watch (e.g. `diabetes`, `pembrolizumab`, `Pfizer`). One or more matching trial rows per query.
pageSizeNoHow many trials to fetch per query, most recently updated first.
sinceDaysNoOnly include trials last updated within N days. Leave empty for no time filter.
maxConcurrencyNoHow many queries to process in parallel.

TDQS

A4.5/5.0
Behavior5/5

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

Even with readOnlyHint=true and destructiveHint=false annotations, the description adds valuable behavior context: it returns matches sorted by most recently updated, includes a direct study URL, and discloses the cost per call ($0.02) and settlement method. This goes beyond annotation basics.

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?

Two information-dense sentences, perfectly front-loaded with the core purpose and quickly conveying output, source, cost, and access requirements. No wasted words.

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?

Given that there is no output schema, the description compensates by listing the exact returned fields and the sort order. It covers tool purpose, data source, legal/access constraints, and cost, making it a self-contained explanation for an agent.

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 the baseline is 3. The description does not add extra parameter meaning beyond what the schema already provides; it only mentions output fields and sorting, which are not parameter-specific.

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 clearly states the tool watches conditions, drugs, or sponsors for clinical trials and returns specific fields (NCT id, status, phase, sponsor, URL). It distinguishes from sibling tools by focusing on clinical trials and citing the official ClinicalTrials.gov API v2.

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?

Provides clear context for usage: it monitors new and updated trials via the official API, is free, and requires no API key or login. It does not explicitly name alternatives or exclusion criteria, but the domain specificity and 'official' designation imply when this tool is appropriate.

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

Try in Browser

Glama MCP Gateway

Add one secure layer between your agents and this server.

TDQS

B3.4/5.0
Disambiguation3/5

Many tools are distinct by region/source (e.g., otodom-warsaw vs. imovirtual-lisbon), but there are overlapping categories: multiple real estate, job, SEC, and crypto tools. Watchers/alerts (job-alert, re-new-listing-alert, tender-alert) could be confused with their corresponding search tools, and token tools (live-price-oracle, token-launch-radar, rug-pull-scorer) have similar purposes.

Naming Consistency2/5

Names follow no consistent pattern: some are hyphenated source-location (emlakjet-istanbul), some are generic descriptors (job-alert, pricing_info uses underscore), and some are verbose phrases (official-gazette-regulatory-action-router). There is no consistent verb_noun or noun structure, making it hard to predict what a tool does from its name.

Tool Count2/5

With 36 tools, the server is in the 'too many' range (25+). The broad 'Market Data' theme partially justifies the count, but it feels bloated with many single-country listings and overlapping watchers that could be consolidated.

Completeness3/5

The domain is loosely defined as 'market data,' spanning real estate, jobs, tenders, SEC filings, crypto, and clinical trials. While it covers niche areas well, there are notable gaps: no general stock/ETF quotes, no forex/commodities data, and no cross-country aggregate search. The mix of scrapers and alerts leaves the surface feeling uneven.

Resources