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Glama

match_components

Read-onlyIdempotent

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 not care about. Categories: reaction-wheels, star-trackers, obc-computers, batteries, radios, solar-panels, propulsion, sun-sensors, magnetometers, magnetorquers, imus-gyros, gnss-receivers, eps, deployers, thermal, antennas, sdr-modems, cameras, structures, ground-stations, sadm, tanks-valves, separation-systems, pointing-mechanisms.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
bandNoradio: frequency band UHF|VHF|S|X|L|C|Ku|Ka
bus_vNoyour power bus voltage, V — the unit must accept it
mediaNotank/valve: propellant/media, e.g. xenon, hydrazine
form_uNostructure: CubeSat form factor, U
acq_maxNostar trackers: max lost-in-space acquisition time, s
arw_maxNoIMU: worst angle random walk, deg per sqrt hour
data_ifNorequired data interface: CAN, RS-422, RS-485, SpaceWire, I2C, SPI, UART, MIL-STD-1553
mpx_minNocamera: min sensor resolution, Mpx
ram_minNoOBC: min RAM, MB
tid_minNoany category: min radiation tolerance TID, krad
categoryNowhich component class to search (default reaction-wheels)
lead_maxNomax lead time, months
mass_maxNomax unit mass, grams
materialNostructure: alloy, e.g. Al 7075
ttff_maxNoGNSS: worst cold TTFF, s
bands_minNocamera: min spectral bands
clock_minNoOBC: min CPU clock, MHz
gsd_max_mNocamera: worst ground sample distance, m
isp_min_sNopropulsion: min specific impulse, s
power_maxNomax steady-state power, W (peak/regenerative not counted)
prop_typeNopropulsion: electric | chemical | cold-gas | water
cycles_minNobattery: min cycle life
dish_min_mNoground station: min antenna diameter, m
gt_min_dbkNoground station: min G/T, dB/K
sunacc_maxNosun sensor: worst acceptable accuracy, deg
torque_minNowheels: min torque, mN*m
update_minNostar trackers: min update rate, Hz
mag_res_maxNomagnetometer: worst resolution, nT
pos_acc_maxNoGNSS: worst position accuracy, m
res_max_degNopointing: max angular resolution, deg
shock_max_gNoseparation: max release shock, g
slip_min_chNoSADM: min slip-ring channels
storage_minNoOBC: min storage, GB
txpow_min_wNoradio: min TX RF power, W
accuracy_maxNostar trackers: worst acceptable cross-boresight accuracy, arcsec
beam_max_degNoantenna: max beamwidth, deg
channels_minNoGNSS: min channels
eirp_min_dbwNoground station: min EIRP, dBW
gain_min_dbiNoantenna: min gain, dBi
meop_min_barNotank/valve: min operating pressure, bar
momentum_minNowheels: min angular momentum storage, N*m*s
outpow_min_wNoEPS: min total output power, W
polarizationNoantenna: RHCP|LHCP|linear|circular
ptrans_min_wNoSADM: min power transfer, W
range_min_utNomagnetometer: min field range, uT
sun_excl_maxNostar trackers: max acceptable sun exclusion angle, deg
swath_min_kmNocamera: min swath width, km
volume_min_lNotank/valve: min volume, L
bias_max_deghNoIMU: worst bias instability, deg/h
constellationNoGNSS: required constellation GPS|Galileo|GLONASS|BeiDou
paymass_min_gNodeployer: min payload mass capability, g
range_min_degNopointing: min travel range, deg
rate_min_kbpsNoradio: min data rate, kbps
thrust_min_mnNopropulsion: min thrust, mN
capacity_min_uNodeployer: min capacity, U (your satellite size)
dipole_min_am2Nomagnetorquer: min dipole moment, A*m2
impulse_min_nsNopropulsion: min total impulse, N*s
preload_min_knNoseparation: min preload/holding force, kN
reltime_max_msNoseparation: max release time, ms
capacity_min_whNobattery: min capacity, Wh
panel_power_min_wNosolar panel: min BOL output, W
conductance_min_wkNothermal strap: min conductance, W/K
gyro_range_min_dpsNoIMU: min gyro range, deg/s

Schema Changelog

Changes observed during successful MCP inspections. Dates show when Glama detected each change.

  1. First observed

TDQS

A4.1/5.0
Behavior4/5

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

Annotations already mark the tool as read-only and idempotent, and the description adds meaningful behavioral detail: results are grouped into A (meets all), B (fails a named requirement with both figures quoted), and C (could fit, data missing), with verdicts citing the datasheet page. This goes beyond the annotations and helps the agent interpret the response. No contradiction found.

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?

The description is compact and front-loaded: purpose first, then the A/B/C grouping, then the omission guidance, and finally the category list. The category list is somewhat redundant with the schema enum but serves as a convenient quick reference. Every sentence earns its place.

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 tool with 63 optional parameters and no output schema, the description provides essential context: the A/B/C classification, datasheet citations, and the instruction to omit irrelevant parameters. It does not specify result ordering, pagination, or limits, but the core behavior is sufficiently covered given the rich schema and annotations.

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 coverage is 100%, with each parameter described with units and allowed values (e.g., 'band: UHF|VHF|S|X|L|C|Ku|Ka'). The description adds only a general rule—omit parameters you do not care about—and repeats the category enum in prose. It contributes little beyond the schema, so baseline 3 is appropriate.

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 defines a specific operation: reverse search over a typed spec layer, passing a category and engineering requirements, returning catalogued items grouped as A, B, or C. It names the resource and the output classification, clearly distinguishing the tool from siblings like get_component_specs via the 'reverse search' framing.

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?

The description clearly conveys when to use the tool: to find components matching engineering requirements, with an explicit instruction to 'omit parameters you do not care about.' It also enumerates valid categories. However, it does not explicitly contrast with sibling tools like build_budget or get_component_specs, so there are no stated when-not/alternatives.

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

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TDQS

A4.2/5.0
Disambiguation5/5

Each tool has a distinct role: get_component_specs returns full category data, match_components filters against requirements, and build_budget assembles a subsystem budget from product IDs. There is no meaningful overlap between the operations.

Naming Consistency5/5

All tool names follow a consistent lower_snake_case verb-noun pattern: build_budget, get_component_specs, match_components. The names are specific, descriptive, and predictable.

Tool Count5/5

Three tools is lean but well-scoped for the server's purpose: spec lookup, component matching, and budget building. Each tool is substantial and non-redundant, and the count fits the focused domain.

Completeness5/5

The tool set covers the core workflow of exploring component specifications, filtering by requirements, and assembling a subsystem budget. There are no obvious dead ends: get_component_specs provides the product IDs needed by build_budget, and match_components covers selection.

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