bots.st/mrd
mrd
Search vendor datasheets and extract key facts
2829 ms
answered our call
- State
- Answered
- Protocol
- MCP 2025-06-18
- Tools listed
- 14
- Answered
- 3 of the last 3 calls
How to reach it
- MCP, HTTP
https://newspacemarket.com/mrd-connect/mcp - npm
npx -y @newspacemarket/mrd-mcpReleased 14 Sep 2026, version 1.2.0
What it can do
| Tool | What it says it does |
|---|---|
ask_console | Plain-language engineering question over the whole platform, answered by platform rules without any external model: selection by requirements, values of a property across a class, companies by capability and country, launch windows, term definitions. Returns a short answer plus data blocks… |
ask_datasheet | Ask a product datasheet a question and get the closest excerpts with page numbers (pre-indexed text), or scan ALL datasheets of a category for an exact term (term + category) and get the exact list of products mentioning it with an excerpt each. |
build_budget | Engineering budget for a component stack: pass product ids (from the other tools) and your bus voltage, get total mass, total steady-state power, per-item data interfaces, voltage-compatibility verdicts and an honest list of what could NOT be counted because the vendor does not publish it. Use it… |
check_fit | Check whether a set of products docks together, by the interface template of each product type: deployer and CubeSat structure form factor and satellite mass, separation system and spacecraft mass, solar panel size and EPS solar input (Voc/Vmp, power), battery and EPS, EPS output rails or the… |
design_stack | Assemble a whole spacecraft bus from a plain-language task: the service plans the subsystems, matches every item deterministically against the stated requirements, computes the mass/power budget and writes an evidence-bound rationale. Pass fixed = product ids you have already chosen (from… |
explain_properties | What every property of a product category means: definition, how it is measured and what goes into the measurement condition, how to use it when selecting, what it is commonly confused with, typical range and related properties. Call this before interpreting specs of an unfamiliar category. |
find_alternatives | Alternatives / second sources / replacements for ONE product: requirements are derived from its own published values (key fields of its class — higher-is-better at least 80 %, lower-is-better at most 120 %, same interface, band or type) and its class is searched without it. Returns the derived… |
find_data_gaps | What is missing for a product, a company or a category and where to get it: in_digest (already read from the datasheet — value, page), in_datasheet_text (the datasheet mentions it — page, excerpt), not_in_datasheet (ask the vendor), no_datasheet (ask the vendor for a datasheet). For vendors: what… |
find_suppliers | Companies whose PRODUCTS meet engineering requirements in one category — "who makes platforms for GEO", "Chinese companies making star trackers better than 10 arcsec", "suppliers of flight-proven reaction wheels". Pass category, optional country and any requirement parameter of match_components… |
get_component_specs | The typed layer of a category, 10 products per call (page with offset, narrow with ids and keys) — every item with every value (number, canonical unit, bound, measurement condition, datasheet source page, confidence L0/L1) plus the property dictionary grouped by interface port… |
get_datasheet_digest | Facts machine-read from a product datasheet, by section (identity, performance, electrical, interfaces, mechanical, thermal, environmental, qualification, lifetime, options, compliance, commercial). Each fact carries unit, condition, the page and a verbatim quote it was verified against… |
match_components | Reverse search over a typed spec layer: pass a category and engineering requirements, get every catalogued item grouped as A (meets all stated requirements), B (fails a named requirement, both figures quoted) or C (could fit, data missing). Verdicts cite the datasheet page. Omit parameters you do… |
search_datasheet_facts | One fact key across a whole category: which products state it in their datasheets and what value — e.g. connector, data_interface, protocol, survival_temperature, tid_tolerance, flight_heritage, trl, export_control, lead_time, price, design_life. One row per product with page and quote. Reports… |
selection_guide | How to choose a product of one category, from the catalogue data only: the decisive parameters with real ranges (middle half and full range), which side is better, how many products publish each, what to ask the vendor, and ready match queries. category = "cubesat" gives the list of subsystems a… |
In its maker's words
Spacecraft component specs from vendor datasheets: search, digests, facts, gaps, budgets, bus design
- Website
- newspacemarket.com/mrd-connect
- Source
- github.com/newspacemarket-com/mrd
- Publisher
- newspacemarket-com
- Listed from
- the official MCP Registry as
io.github.newspacemarket-com/mrd - Version
- 1.2.0, updated 14 Sep 2026
- Kinds of work
- Search and research, Documents and files, AI models and agent tools
The domain it lives on
- newspacemarket.com
- registered 21 Jul 2026 (4 months ago), at Registrar of Domain Names REG.RU LLC, its home page is a working site
From our own crawl of domain names: registry records and the home page as our crawler last saw it.
Every call we made
| When | What happened | Time |
|---|---|---|
| Answered | 2829 ms | |
| Answered | 2866 ms | |
| Answered | 1358 ms |
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