TradeDataHub
https://www.tradedatahub.net/mcp ↗
Description
Contractor dataset discovery, masked previews, pricing, and production API plans from $39/month.
What our measurements say
TradeDataHub is a remote MCP server published at www.tradedatahub.net. It has been probed 8 times since 9/12/2026. It answered in 8 of them (100.0%), a near-uninterrupted record. Median response time is 1,353 ms, a delay an agent will notice. It offers a narrow, focused set of 7 tools. On the protocol side it speaks the 2026-07-28 stateless spec.
Agent readability score
Can an LLM agent pick the right tool here — names, descriptions and parameter clarity are assessed.
Agent readability score
Strengths
- Tool names align with their primary functions (e.g., 'get_coverage' clearly indicates coverage data retrieval).
- Mandatory parameters (e.g., 'product_id') are explicitly marked in relevant tools.
Weaknesses
- Descriptions like 'list_trades' lack specificity about when to use the tool (e.g., 'contractor trades' vs general trade data).
- Optional parameters in tools like 'list_cities' are not clearly differentiated from required ones in the schema.
- Overlap between 'search_datasets' and 'list_states' may confuse agents about which tool to use for location-based queries.
list_trades— Description does not clarify the 'trade' scope (contractor-specific vs general).list_cities— Optional parameters (state, limit, offset) lack explicit required/optional labeling in the schema.search_datasets— Overlaps with 'list_states' in handling location-based queries without clear differentiation.
Verdict
Event narrative
Sign up free to generateSchema compliance
tools/list structure, inputSchema validity, and a functional smoke test — the components of the 0-100 score.
- tools/list schema valid
- inputSchema is valid JSON Schema
- Smoke test passed · last run:
- Cold-start: cold 186ms → warm 171ms (penalty 15ms)
Tools
Tools the server advertised in the latest measurement — measured, not catalog-claimed.
get_coverageGet aggregate TradeDataHub marketplace coverage and record counts.
list_statesList purchasable state datasets with aggregate counts and prices.
list_tradesList contractor trades with aggregate record and dataset counts.
list_citiesList city coverage, optionally filtered by state.
statestringlimitintegeroffsetinteger
search_datasetsSearch purchasable TradeDataHub datasets by state, city, trade, or product type. Returns metadata only, never paid rows.
statestringcitystringtradestringtypestringlimitintegeroffsetinteger
get_dataset_priceGet the current price and public metadata for one dataset product ID.
product_idstringrequired
preview_datasetReturn a masked availability preview for a city/trade or state/trade dataset. Business identities and contact values remain hidden.
product_idstringrequired
Availability history
Event log
Derived by comparing consecutive probes — changes in era, protocol version, build and reachability.
- Added to watch — era: Dual-era
Get your badge
Add this badge to your README — it updates automatically as measurements change.
[](https://mcpmetrics.io/servers/io-github-robotfleet-hq-tradedatahub)<a href="https://mcpmetrics.io/servers/io-github-robotfleet-hq-tradedatahub"><img src="https://mcpmetrics.io/badge/io.github.RobotFleet-HQ/tradedatahub/era.svg" alt="mcpmetrics"></a>You are seeing the last 7 days. Sign up for the full history. Which check failed and why is in the dashboard.
Sign up free to seeSimilar MCP servers
The catalog entries whose name and description are closest to this one, found with the same index the search box uses.
- Wash Bodega Service Discoverywashbodega.com
Read-only bilingual Wash Bodega services, pricing, hours, pickup policy, and ordering handoff.
- app.railway.up.airy-enthusiasm-production/ai-commerceairy-enthusiasm-production.up.railway.app
The first marketplace where AIs buy from AIs. Browse, register, and purchase autonomously.
- Unix week number from secondsagent-observatory-sensor.nolimit-observatory.workers.dev
Unix week number from seconds
- NodeRooms Discoverynoderooms.com
Read-only NodeRooms Agent discovery, safety policy, public indexes, and arrival contract.
- US federal fiscal quarter from UTCagent-observatory-sensor.nolimit-observatory.workers.dev
US federal fiscal quarter from UTC
- Current UTC hour from unix secondsagent-observatory-sensor.nolimit-observatory.workers.dev
Current UTC hour from unix seconds
Comments
Sign in to write a comment
No comments yet. Be the first.