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Home / Token cost / Apibase
// MCP TOKEN COST

The Apibase MCP server costs 342,902 tokens before the first call.

Every request your agent makes carries every tool definition this server exposes — context your code, documents and conversation can't use, mostly for tools the agent never calls. You don't need them all in the window, and you don't have to pay for them.

QUICK ANSWER The Apibase MCP server's 1384 tool definitions consume 342,902 tokens — 171% of a 200k context window, and 182× the median MCP server (1,889 tokens). A scoped grant exposing only the tools you use cuts that roughly in proportion.

MEASURED FROM SCHEMAS tiktoken o200k_base · rank #2 of 9,565 measured servers · refreshed every build Method →
// CONTEXT WINDOW SHARE

What that costs before your agent starts working.

Tool definitions are overhead: they occupy context on every request and compete with your code, documents and conversation history for the same window.

200K WINDOW 171%
1M WINDOW 34%

Corpus context: Apibase ranks #2 of 9,565 measured MCP servers by definition cost. The median is 1,889 tokens, p90 is 13,337, and the heaviest (Ainumbers Mcp Apps) is 345,766 — 173% of a 200k window on its own. New to this? See MCP token cost and context window in the glossary.

Token cost is one axis. See the risk picture across your whole stack →

// PER-TOOL BREAKDOWN

Where the 342,902 tokens go.

Each row is one tool definition as a tools/list entry — name, description and input schema — counted with o200k_base. Average: 248 tokens per tool.

ToolCategoryTokens% of server
cfpb-complaints.complaints.search Read 808 0.2%
cdc_chronic.disease.indicators Read 807 0.2%
comtrade.trade.query Read 805 0.2%
nasa-cmr.datasets.search Read 683 0.2%
mychem.chemicals.search Read 682 0.2%
emsc.seismic.search Read 646 0.2%
adbkidb.data.query Read 644 0.2%
opensensemap.boxes.search Read 640 0.2%
ine-portugal.stats.indicator_data Read 618 0.2%
ukhsa-dashboard.metrics.data Read 616 0.2%
datacite.doi.search Read 614 0.2%
wto.trade.data Read 607 0.2%
p2pquake.seismic.recent_quakes Read 605 0.2%
world-bank-cckp.climate.extremes Read 605 0.2%
celestrak.satellite.group Read 599 0.2%
myvariant.variants.search Read 593 0.2%
estat-japan-dashboard.series.get_data Read 593 0.2%
mbta.transit.alerts Read 590 0.2%
geonames.place.search Read 589 0.2%
cfpb-complaints.complaints.trends Read 586 0.2%
copernicus-sentinel.imagery.search Read 581 0.2%
ssbnorway.data.query Read 576 0.2%
delphi.covid.covidcast Read 575 0.2%
statistics-denmark.data.query Read 573 0.2%
estonia-statistics.series.table_query Read 571 0.2%
iceland-statistics.series.table_query Read 566 0.2%
mychem.chemicals.annotation Read 562 0.2%
cdc_chronic.disease.trend Read 561 0.2%
smhi.weather.observations Read 561 0.2%
scb.tables.query Execute 558 0.2%
nasa-cmr.granules.search Read 554 0.2%
clinicaltrials.trials.search Read 545 0.2%
brreg.registry.search Read 537 0.2%
zenodo.records.search Read 537 0.2%
nasaexoplanet.planets.search Read 536 0.2%
tfl.transit.journey_plan Write 535 0.2%
bundesbank-timeseries.series.data Read 529 0.2%
cpsc.safety.search Read 527 0.2%
latvia-statistics.series.table_query Read 526 0.2%
world-bank-cckp.climate.projection Read 526 0.2%
coops.tides.conditions Read 525 0.2%
hungary-ksh.series.dataset_data Read 522 0.2%
oecd-data.series.data Read 521 0.2%
opentopo.elevation.area Read 521 0.2%
coops.tides.predictions Read 520 0.2%
health.clinical.search Read 518 0.2%
bankofcanada.data.series Read 516 0.2%
cms.hospital.search Read 516 0.2%
ine-spain.reference.tables Read 511 0.1%
mygene.genes.search Read 508 0.1%
eonet.events.list Read 507 0.1%
nrel.pvwatts.estimate Read 507 0.1%
col.species.search Read 496 0.1%
geodiva.geology.eruption_search Read 496 0.1%
hf_inference.nlp.translate Execute 496 0.1%
gus-poland.series.data Read 492 0.1%
abs.economy.labour_force Read 490 0.1%
inaturalist.observations.search Read 489 0.1%
unesco-data.series.get_data Read 487 0.1%
irena.energy.capacity_country Read 485 0.1%
earthquake.events.search Read 481 0.1%
eu_parliament.meps.list Read 481 0.1%
opensensemap.sensors.timeseries Read 480 0.1%
p2pquake.seismic.quake_history Read 480 0.1%
smhi.weather.fire_risk Read 479 0.1%
nvd.cves.search Read 477 0.1%
overpass.search.amenities Read 477 0.1%
socrata.datasets.query Execute 476 0.1%
drought.county.weeks Read 475 0.1%
europepmc.literature.search Read 475 0.1%
usgs-nationalmap.products.search Read 473 0.1%
coops.tides.water_level Read 467 0.1%
irena.energy.capacity_region Read 465 0.1%
datausa.data.query Read 464 0.1%
smhi.weather.forecast Read 463 0.1%
mychem.chemicals.batch_query Read 463 0.1%
cms.nursing_home.search Read 461 0.1%
openmeteoaq.air.historical Read 460 0.1%
irena.energy.generation_country Read 459 0.1%
gfw.ocean.fishing_effort Read 458 0.1%
africa.data.indicator Read 457 0.1%
bankofcanada.fx.rates Read 456 0.1%
openbrewery.breweries.list Read 455 0.1%
chembl.activity.bioactivity Read 454 0.1%
chembl.molecules.search Read 454 0.1%
opentopo.elevation.point Read 454 0.1%
cernopendata.datasets.browse Read 453 0.1%
ukleg.legislation.search Read 450 0.1%
obis.marine.occurrence_search Read 449 0.1%
ofac.sdn.search Read 446 0.1%
dpla.archives.search Write 446 0.1%
ssbnorway.stats.population Read 445 0.1%
istat.series.data Read 444 0.1%
abs.economy.gdp Read 443 0.1%
nasantrs.reports.search Read 443 0.1%
bis-stats.finance.exchange_rates Read 442 0.1%
gfw.vessel.fishing_events Read 442 0.1%
abs.economy.trade Read 438 0.1%
ons.stats.unemployment Read 433 0.1%
hdx-hapi.coordination.humanitarian_needs Read 430 0.1%
ror.organizations.filter Read 430 0.1%
ticketmaster.events.search Read 429 0.1%
ukleg.legislation.details Read 429 0.1%
cms.dialysis.search Read 428 0.1%
mbta.transit.stops Read 428 0.1%
tmdb.movies.discover Read 427 0.1%
hdx-hapi.geography.baseline_population Read 426 0.1%
sunrisesunset.astronomy.range Read 425 0.1%
eurostat2.innovation.rd Read 424 0.1%
anime.titles.search Read 422 0.1%
bea.regional.state_gdp Read 422 0.1%
nrel.afdc.search Read 422 0.1%
overpass.search.nearby Read 422 0.1%
vam.collections.by_category Read 422 0.1%
cdc_chronic.disease.state_compare Read 421 0.1%
frankfurter.currency.historical Read 420 0.1%
who.health.indicator_data Read 420 0.1%
unsdg.data.query Read 419 0.1%
frankfurter.currency.series Read 418 0.1%
slovakia-statistics.series.dataset_data Read 418 0.1%
hdx-hapi.food.security_ipc Read 415 0.1%
science.uniprot.search Read 415 0.1%
uk-landregistry-pricepaid.property.by_area Read 415 0.1%
sunrisesunset.astronomy.daily Read 413 0.1%
sunrisesunset.sun.position Read 413 0.1%
drought.national.stats Read 412 0.1%
macrostrat.geology.columns_search Read 412 0.1%
ilostat.series.data Read 411 0.1%
tfl.transit.arrivals Write 411 0.1%
overpass.search.named Read 410 0.1%
cms.home_health.search Read 408 0.1%
drought.county.stats Read 408 0.1%
abs.economy.cpi Read 407 0.1%
brightsky.weather.observations Read 406 0.1%
eurostat2.environment.ghg Read 406 0.1%
opencontext.archaeology.search Read 405 0.1%
mygene.genes.symbol Read 403 0.1%
nwis.streamflow.daily_values Read 403 0.1%
usajobs.jobs.search Read 403 0.1%
czso.series.dataset_data Read 402 0.1%
eurostat2.employment.youth Read 402 0.1%
fbi.crime.state_offenses Read 402 0.1%
hdx-hapi.coordination.operational_presence Read 401 0.1%
cbs.table.data Read 401 0.1%
comtrade.trade.availability Read 401 0.1%
sec-edgar.financials.concept Read 401 0.1%
socrata.datasets.search Read 400 0.1%
metno.astronomy.sunrise Read 399 0.1%
dbnomics.data.fetch_series Read 397 0.1%
insee.establishment.search Read 397 0.1%
chembl.targets.search Read 396 0.1%
search.semantic.web Read 394 0.1%
hf_inference.nlp.summarize Read 392 0.1%
figshare.articles.search Read 391 0.1%
openmeteoaq.air.forecast Read 391 0.1%
realestate.listings.for_sale Read 391 0.1%
bis-stats.finance.property_prices Read 390 0.1%
abs.demographics.population Read 390 0.1%
plos-search.article.search Read 389 0.1%
ukleg.legislation.sections Read 389 0.1%
samuni.reference.municipalities Read 388 0.1%
bea.international.trade_balance Read 387 0.1%
bts.borders.crossings Read 387 0.1%
opencontext.archaeology.detail Read 387 0.1%
education.papers.search Read 385 0.1%
myvariant.variants.info Read 384 0.1%
statistics-denmark.data.table_info Read 384 0.1%
ukhsa-dashboard.catalog.browse Read 384 0.1%
bgs-ogcapi.hazards.earthquake_search Read 382 0.1%
nbi.infrastructure.search Read 380 0.1%
biomodels.model.search Read 380 0.1%
comtrade.trade.metadata Read 380 0.1%
ev.charging.search Read 380 0.1%
irail.transit.connections Read 380 0.1%
vehicle.carmarket.search Read 380 0.1%
opensky.traffic.states_bbox Read 379 0.1%
overpass.search.transit Read 379 0.1%
unhcr.population.statistics Read 379 0.1%
marine.ocean.forecast Read 378 0.1%
mbta.transit.predictions Read 378 0.1%
science.materials.search Read 377 0.1%
fbi.crime.state_annual Read 376 0.1%
imf.macro.fiscal_balance Read 376 0.1%
oecd.economy.inflation Read 375 0.1%
vam.collections.search Read 375 0.1%
world-bank-cckp.climate.normal Read 375 0.1%
bankofcanada.rates.inflation Read 374 0.1%
cdc_chronic.disease.topics Read 374 0.1%
insee.company.search Read 373 0.1%
cernopendata.records.search Read 372 0.1%
federalregister.documents.search Read 372 0.1%
marine.ocean.swell Read 372 0.1%
oecd.economy.trade Read 372 0.1%
oecd.environment.emissions Read 372 0.1%
tides.noaa.predictions Read 372 0.1%
cordis.research.project_search Read 371 0.1%
ecb-rates.policy.key_rates Read 371 0.1%
imf.macro.inflation Read 371 0.1%
oecd.economy.gdp Read 371 0.1%
bea.industry.value_added Read 370 0.1%
sdwis.water.violations Read 370 0.1%
uk-ea-flood-monitoring.warnings.current Read 370 0.1%
eurostat2.demographics.fertility Read 369 0.1%
freetogame.games.list Read 369 0.1%
imf.macro.gdp_growth Read 369 0.1%
chart.visualization.create Read 368 0.1%
fbi.crime.national_offenses Read 368 0.1%
freetogame.games.filter_by_tag Read 368 0.1%
bankofcanada.rates.policy Write 368 0.1%
imf.macro.current_account Read 367 0.1%
nihreporter.projects.search Read 367 0.1%
jobs.adzuna.search Read 365 0.1%
nbi.infrastructure.bridge_detail Read 365 0.1%
oecd.economy.unemployment Read 365 0.1%
rxnorm.drugs.class Read 365 0.1%
tfl.transit.line_status Read 365 0.1%
openstates.legislature.bills_search Read 364 0.1%
iceland-statistics.reference.catalog Read 363 0.1%
nbi.infrastructure.nearby Read 363 0.1%
hf_inference.nlp.zero_shot Write 363 0.1%
rawg.games.search Read 362 0.1%
opensky.traffic.states_country Read 361 0.1%
postcode-japan.postal.search Read 360 0.1%
cbs.catalog.search Read 358 0.1%
africa.politics.elections Read 357 0.1%
bis-stats.finance.policy_rates Read 357 0.1%
irena.energy.share_renewables Read 356 0.1%
jobs.reed.search Read 356 0.1%
web.screenshot.capture Execute 356 0.1%
wto.trade.indicators Read 356 0.1%
data-europa.datasets.search Read 355 0.1%
swissfso.table.query Read 355 0.1%
unhcr.asylum.applications Read 355 0.1%
col.species.suggest Read 353 0.1%
uk-landregistry-pricepaid.property.by_postcode Read 352 0.1%
eurostat2.energy.renewable Read 352 0.1%
opentdb.trivia.questions Read 352 0.1%
ticketmaster.events.nearby Read 352 0.1%
ecb-rates.macro.yield_curve Read 351 0.1%
marine.ocean.waves Read 351 0.1%
delphi.flu.fluview Read 350 0.1%
met.art.search Read 350 0.1%
podcasts.listennotes.search Read 350 0.1%
ecdc-surveillance.covid.cases_deaths Read 349 0.1%
ine-chile.series.data Read 349 0.1%
wikimedia-analytics.pageviews.per_article Read 349 0.1%
rxnorm.drugs.search Read 347 0.1%
pharmgkb.pharmacology.drug_labels Read 346 0.1%
carbonintensity.energy.regional Read 345 0.1%
gebco.elevation.profile Read 345 0.1%
paleoclimate.study.search Read 345 0.1%
jobs.listings.search Read 344 0.1%
statfin.statistics.table_search Read 344 0.1%
cfpb-complaints.complaints.by_state Read 343 0.1%
fbi.crime.national_annual Read 343 0.1%
uk-ea-flood-monitoring.stations.search Read 343 0.1%
phone.telnyx.sms_world Execute 342 0.1%
global-health-covid.epidemiology.location_history Read 341 0.1%
marine.ocean.temperature Read 341 0.1%
eurlex.legislation.detail Read 340 0.1%
geonames.postal.lookup Read 340 0.1%
irail.transit.liveboard Read 339 0.1%
eurlex.legislation.by_type Write 339 0.1%
sdwis.water.systems Read 338 0.1%
celestrak.satellite.intdes Read 337 0.1%
hathitrust-digital.catalog.lookup Read 337 0.1%
statcan.catalogue.search Read 337 0.1%
opentopodata.elevation.point Read 336 0.1%
mygene.genes.info Read 335 0.1%
echo.compliance.facility_search Read 335 0.1%
nrel.afdc.nearest Read 335 0.1%
cdc.health.query Read 334 0.1%
denmark-energidataservice.power.spot_prices Read 334 0.1%
eu_parliament.legislation.procedures Read 334 0.1%
nsf-awards.grants.search Read 334 0.1%
obis.marine.checklist Read 334 0.1%
ukfsa.establishments.search Read 334 0.1%
mbta.transit.routes Read 333 0.1%
openstates.legislature.people_search Read 333 0.1%
qrserver.qr.generate Read 333 0.1%
transport-rest.transit.plan_journey Read 333 0.1%
unhcr.population.solutions Read 333 0.1%
eurlex.legislation.search Read 332 0.1%
ror.organizations.search Read 332 0.1%
wikimedia-analytics.pageviews.aggregate Read 332 0.1%
abr.business.name_search Read 331 0.1%
europepmc.literature.citations Read 331 0.1%
col.species.children Read 330 0.1%
spoonacular.recipes.search Read 330 0.1%
unhabitat.urban.land_consumption Read 330 0.1%
cpsc.safety.by_manufacturer Read 328 0.1%
europepmc.literature.article Read 328 0.1%
unhcr.asylum.decisions Read 328 0.1%
music.radio.search Read 327 0.1%
news.global.latest Read 327 0.1%
opentopodata.elevation.batch Read 327 0.1%
ssbnorway.data.metadata Read 327 0.1%
statfin.economy.consumer_price_index Read 327 0.1%
wikimedia-analytics.edits.aggregate Write 327 0.1%
hathitrust-digital.catalog.batch_lookup Read 326 0.1%
opencontext.archaeology.projects Write 325 0.1%
denmark-energidataservice.power.co2_emissions Read 324 0.1%
geoboundaries.boundary.detail Read 324 0.1%
sunrisesunset.moon.phase Read 324 0.1%
geo.navigation.route Read 323 0.1%
samuni.finance.income_expenditure Read 323 0.1%
standard-ebooks.books.search Read 323 0.1%
unhabitat.urban.city_budget Read 323 0.1%
oecd-data.reference.structure Read 322 0.1%
fbiwanted.persons.search Read 322 0.1%
bls.macro.payrolls Read 321 0.1%
bts.freight.indicators Read 321 0.1%
estonia-statistics.reference.catalog Read 321 0.1%
europepmc.literature.references Read 321 0.1%
samuni.finance.audit_opinions Read 321 0.1%
search.ai.web Read 321 0.1%
dbnomics.data.series Read 320 0.1%
denmark-energidataservice.power.production_consumption Read 320 0.1%
myvariant.variants.batch Read 320 0.1%
latvia-statistics.reference.catalog Read 319 0.1%
nwis.streamflow.basin_conditions Read 318 0.1%
gebco.elevation.point Read 318 0.1%
legal.caselaw.search Read 318 0.1%
norgesbank.rates.history Read 318 0.1%
unhabitat.urban.open_spaces Read 317 0.1%
bls.macro.series Read 316 0.1%
earth.fires.detect Read 316 0.1%
ons.stats.population Read 316 0.1%
phone.telnyx.sms_premium Financial 316 0.1%
ecdc-surveillance.covid.hospital_icu Read 314 0.1%
ror.organizations.affiliation Read 314 0.1%
bts.aviation.traffic Read 313 0.1%
frankfurter.currency.latest Read 312 0.1%
science.chem.resolve Read 312 0.1%
science.uniprot.taxonomy Read 312 0.1%
ai.ocr.extract Read 311 0.1%
ea-hydrology.stations.search Read 311 0.1%
clinicaltrials.trials.recruiting Read 310 0.1%
istat.reference.structure Read 310 0.1%
global-health-covid.epidemiology.location_search Read 309 0.1%
worms.species.search Read 309 0.1%
gfw.vessel.search Read 308 0.1%
global-health-covid.epidemiology.latest_snapshot Read 308 0.1%
hnalgolia.search.relevance Read 307 0.1%
swissfso.wages.monthly Read 307 0.1%
unhabitat.urban.transport_access Read 307 0.1%
infra.cloudflare.dns_create Write 307 0.1%
malaria-atlas.epidemiology.case_estimates Read 306 0.1%
nasaexoplanet.planets.habitable Read 306 0.1%
nihreporter.projects.by_pi Read 306 0.1%
aviationweather.reference.stations Read 305 0.1%
ine.series.data Read 305 0.1%
mygene.genes.batch Read 305 0.1%
books.catalog.search Read 304 0.1%
nrc.reactor.annual_data Read 304 0.1%
ticketmaster.events.by_artist Read 304 0.1%
datacite.works.stats Read 303 0.1%
drought.national.dsci Read 303 0.1%
jobs.jooble.search Read 303 0.1%
norway-kartverket-stedsnavn.places.search_names Read 303 0.1%
bls.macro.cpi Read 302 0.1%
metno.weather.forecast Read 302 0.1%
ons.stats.cpih Read 301 0.1%
unesco-data.reference.indicator_search Read 301 0.1%
who.health.country_data Read 301 0.1%
doaj.journals.search Read 300 0.1%
science.pdb.sequence Write 300 0.1%
bls.macro.unemployment Read 299 0.1%
ecb-rates.macro.money_supply Read 299 0.1%
opencontext.archaeology.facets Read 299 0.1%
datacite.client.search Read 298 0.1%
echo.compliance.air_facilities Read 298 0.1%
ai.image.generate Execute 297 0.1%
archiveorg.archive.search Read 297 0.1%
brightsky.weather.current Read 297 0.1%
delphi.flu.flusurv Read 297 0.1%
ea-hydrology.stations.measures Read 297 0.1%
msc-geomet.climate.daily Read 297 0.1%
opentopo.catalog.lidar Read 297 0.1%
ecdc-surveillance.covid.testing_rate Read 296 0.1%
netherlands-pdok-kadaster.cadastre.search_percelen Read 296 0.1%
openmeteoaq.air.pollen Read 296 0.1%
education.pubmed.search Read 295 0.1%
nihreporter.projects.by_org Read 295 0.1%
opentopo.catalog.dem Read 295 0.1%
swissfso.catalog.list Read 295 0.1%
aviationweather.observation.pirep Read 294 0.1%
gov.fec.candidates Read 294 0.1%
openfda_devices.clearance.premarket_510k Read 294 0.1%
wikimedia-analytics.pageviews.top Read 294 0.1%
ecb-rates.macro.hicp_inflation Read 293 0.1%
statbel.catalog.list_views Read 293 0.1%
statcan.table.data Read 293 0.1%
geodiva.geology.volcano_list Read 292 0.1%
logistics.shipengine.rates Read 292 0.1%
opentopodata.elevation.high_res Read 292 0.1%
transport-rest.transit.departures Read 292 0.1%
books.gutendex.search Read 291 0.1%
coops.tides.stations Read 291 0.1%
ecommerce.amazon.search Read 291 0.1%
orphadata.raredisease.disease_lookup Read 291 0.1%
rateapi.lending.mortgage Read 291 0.1%
cpsc.safety.recent Read 290 0.1%
openaire.products.search Read 290 0.1%
ukleg.legislation.recent Read 290 0.1%
zenodo.communities.search Read 290 0.1%
ebi-metagenomics.studies.search Write 290 0.1%
eu_parliament.legislation.adopted_texts Read 289 0.1%
geo.places.search Read 289 0.1%
medlineplus.clinical.rxnorm_lookup Read 289 0.1%
orphadata.raredisease.disease_natural_history Read 289 0.1%
dbnomics.data.datasets Read 288 0.1%
faostat.agriculture.food_security Read 288 0.1%
openfda_devices.reference.classification Read 288 0.1%
bgs-ogcapi.geology.bedrock Read 287 0.1%
fda_openfda.safety.drug_recalls Read 287 0.1%
sdwis.water.service_areas Read 287 0.1%
usgs-epqs.elevation.point Read 287 0.1%
phone.telnyx.sms_na Write 287 0.1%
f1.races.results Read 285 0.1%
fda_openfda.safety.food_adverse_events Read 285 0.1%
cpsc.safety.detail Read 284 0.1%
doaj.articles.search Read 284 0.1%
meteostat.observations.hourly Read 284 0.1%
pokeapi.move.detail Read 284 0.1%
dev.code.execute Execute 283 0.1%
platform.batch.call Execute 283 0.1%
brightsky.stations.nearby Read 283 0.1%
gdacs.disasters.history Read 283 0.1%
smhi.weather.warnings Read 283 0.1%
ebi-metagenomics.biomes.browse Read 282 0.1%
hathitrust-digital.catalog.get_full_record Read 282 0.1%
hungary-ksh.reference.dataset_search Read 282 0.1%
openfda_devices.safety.adverse_events Read 282 0.1%
bundesbank-timeseries.reference.structure Read 281 0.1%
cordis.research.organisation_search Read 281 0.1%
geo.address.geocode Read 281 0.1%
metno.weather.alerts Read 281 0.1%
tvmaze.schedule.broadcast Read 281 0.1%
ilostat.reference.structure Read 280 0.1%
finance.treasury.data Read 280 0.1%
openfda_devices.safety.recalls Read 280 0.1%
ssbnorway.data.search Read 280 0.1%
adbkidb.explore.indicators Read 279 0.1%
gov.ukpolice.crimes_near Read 279 0.1%
inaturalist.observations.species_counts Read 279 0.1%
legal.fedregister.search Read 279 0.1%
wikimedia-rest.feed.on_this_day Read 279 0.1%
crossref-datacitations.citations.browse Read 278 0.1%
fda_openfda.reference.ndc_directory Read 278 0.1%
finance.macro.indicator Read 278 0.1%
medlineplus.clinical.snomed_lookup Read 278 0.1%
fdic.institutions.search Read 277 0.1%
hf_inference.nlp.ner Read 277 0.1%
norway-kartverket-stedsnavn.places.search_by_point Read 277 0.1%
treasuryfiscal.rates.interest Read 277 0.1%
figi.finance.map Read 276 0.1%
oecd-data.reference.dataflows Read 276 0.1%
statistics-denmark.data.tables Read 276 0.1%
biomodels.model.detail Read 275 0.1%
language.tatoeba.search Read 275 0.1%
ons.stats.gdp Read 275 0.1%
sec-edgar.filings.list Read 275 0.1%
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hackernews.item.details Read 175 0.1%
wikipedia.feed.featured Read 175 0.1%
bank-of-england.rates.bank_rate Write 175 0.1%
data-europa.reference.catalogue_list Read 174 0.1%
ofac.meta.programs Read 174 0.1%
rateapi.lending.personal Read 174 0.1%
sepa-scotland.rainfall.current Read 174 0.1%
statfin.economy.unemployment Read 174 0.1%
address.ukpost.lookup Read 173 0.1%
calendar.holidays.by_country Read 173 0.1%
enviroatlas.communities.list Read 173 0.1%
gdacs.disasters.details Read 173 0.1%
weather.airnow.forecast_latlng Read 173 0.1%
africa.countries.list Read 172 0.1%
bible.catalog.translations Read 172 0.1%
crypto.price.history Read 172 0.1%
doaj.articles.detail Read 172 0.1%
ecommerce.amazon.product Read 172 0.1%
hnalgolia.item.details Read 172 0.1%
norgesbank.fx.latest Read 172 0.1%
openaire.products.details Read 172 0.1%
hungary-ksh.reference.dataset_metadata Read 171 0.0%
indec-georef.admin.provinces Read 171 0.0%
media.podcast.trending Read 171 0.0%
opendota.players.matches Read 171 0.0%
enviroatlas.metrics.community_summary Read 170 0.0%
geo.address.reverse Read 170 0.0%
igdb.platforms.info Read 170 0.0%
infra.cloudflare.zones_list Read 170 0.0%
noaa.weather.observation Read 170 0.0%
osv.security.get Read 170 0.0%
bhl.literature.by_subject Read 169 0.0%
ine.reference.operations Read 169 0.0%
security.ipqs.url_check Read 169 0.0%
space.swpc.solar_wind Read 169 0.0%
treasurydirect.auction.upcoming Read 169 0.0%
duckduckgo.search.related_topics Read 168 0.0%
noaa.weather.forecast Read 168 0.0%
npm.packages.search Read 168 0.0%
orcid.researcher.works Read 168 0.0%
science.materials.details Read 168 0.0%
usgs-nationalmap.products.list_datasets Read 168 0.0%
web.url.shorten Write 168 0.0%
aipush.pages.list Read 167 0.0%
books.gutendex.by_author Read 167 0.0%
ecommerce.amazon.offers Read 167 0.0%
eonet.events.categories Read 167 0.0%
finance.eia.natural_gas Read 167 0.0%
gov.ibge.municipalities Read 167 0.0%
health.safety.drug_events Read 167 0.0%
health.safety.drug_labels Read 167 0.0%
jpl.bodies.lookup Read 167 0.0%
media.imgflip.caption Read 167 0.0%
music.audd.recognize Read 167 0.0%
music.releases.search Read 167 0.0%
science.itistaxonomy.search_scientific Read 167 0.0%
search.google.shopping Read 167 0.0%
time.worldclock.convert Read 167 0.0%
dblp.cs.author Read 166 0.0%
ncbi-eutils.taxonomy.summary Read 166 0.0%
paleoclimate.study.detail Read 166 0.0%
rateapi.lending.heloc Read 166 0.0%
recipes.cocktail.search Read 166 0.0%
weather.weatherapi.current Read 166 0.0%
dpla.archives.detail Read 165 0.0%
duckduckgo.search.instant_answer Read 165 0.0%
igdb.companies.info Read 165 0.0%
geonet-nz.quakes.detail Read 164 0.0%
noaa.weather.hourly Read 164 0.0%
openbrewery.breweries.search Read 164 0.0%
unsdg.targets.list Read 164 0.0%
wger.fitness.ingredients Read 164 0.0%
czso.reference.dataset_metadata Write 164 0.0%
norgesbank.rates.current Write 164 0.0%
slovakia-statistics.reference.dataset_metadata Read 163 0.0%
address.ukpost.nearest Read 163 0.0%
finance.edgar.company_search Read 163 0.0%
jobs.occupations.search Read 163 0.0%
music.recordings.search Read 163 0.0%
science.chem.formula Read 163 0.0%
statbel.catalog.view_data Read 163 0.0%
vehicle.autodev.vin_decode Read 163 0.0%
infra.browser.create_session Execute 163 0.0%
account.analytics.usage Read 162 0.0%
health.clinical.study Read 162 0.0%
meteostat.observations.monthly Read 162 0.0%
spending.federal.geography Read 162 0.0%
usdamars.reports.corrected Read 162 0.0%
carbonintensity.energy.current Read 161 0.0%
logistics.dhl.track Read 161 0.0%
space.swpc.k_index Read 161 0.0%
sports.football.standings Read 161 0.0%
phone.telnyx.estimate Write 161 0.0%
diffbot.products.extract Read 160 0.0%
geodiva.geology.volcano_detail Read 160 0.0%
hackernews.stories.top Read 160 0.0%
hdx.reference.organizations Read 160 0.0%
jobs.occupations.details Read 160 0.0%
sports.basketball.games Read 160 0.0%
thesportsdb.players.search Read 160 0.0%
vam.collections.object Read 160 0.0%
geonet-nz.quakes.stats Read 159 0.0%
business.ukcompany.search Read 159 0.0%
federalregister.agencies.search Read 159 0.0%
federalregister.documents.public_inspection Read 159 0.0%
postcode-japan.reference.prefectures Read 159 0.0%
dev.code.languages Read 158 0.0%
fcc.regulatory.proceeding_detail Read 158 0.0%
hackernews.stories.best Read 158 0.0%
media.podcast.episodes Read 158 0.0%
npm.packages.downloads Read 158 0.0%
space.swpc.solar_regions Read 158 0.0%
test.random.user Read 158 0.0%
tvmaze.shows.details Read 158 0.0%
vehicle.safety.investigations Read 158 0.0%
hdx.datasets.detail Write 158 0.0%
open-canada.reference.organization_list Write 158 0.0%
au-data-gov.reference.organization_search Read 157 0.0%
meteostat.stations.info Read 157 0.0%
pypi.packages.info Read 157 0.0%
hackernews.user.profile Read 156 0.0%
netherlands-pdok-kadaster.cadastre.get_perceel Read 156 0.0%
phone.telnyx.status Read 156 0.0%
sports.bdl.players Read 156 0.0%
vehicle.carmarket.listing Read 155 0.0%
data-europa.reference.theme_list Read 155 0.0%
fbiwanted.persons.recent Read 155 0.0%
figshare.articles.details Read 155 0.0%
indec-georef.location.reverse_geocode Read 155 0.0%
podcasts.listennotes.podcast Read 155 0.0%
messaging.telegram.send_document Write 155 0.0%
infra.cloudflare.purge_cache Destructive 154 0.0%
npm.packages.info Read 154 0.0%
hackernews.stories.new Read 153 0.0%
hf.hub.datasets Read 153 0.0%
music.audd.lyrics Read 153 0.0%
who.health.indicators Read 153 0.0%
messaging.telegram.send_photo Write 153 0.0%
aipush.pages.content Read 152 0.0%
dogceo.breeds.sub_breeds Read 152 0.0%
finance.edgar.company_facts Read 152 0.0%
gov.brasilapi.cnpj Read 152 0.0%
ofac.meta.publication_info Read 152 0.0%
rijks.art.details Read 152 0.0%
search.google.images Read 152 0.0%
standard-ebooks.books.new_releases Read 152 0.0%
disease.covid.history Read 151 0.0%
openbeautyfacts.product.search Read 151 0.0%
opentdb.trivia.global_count Read 151 0.0%
rawg.games.series Read 151 0.0%
chesscom.player.profile Read 150 0.0%
epa.environment.water_systems Read 150 0.0%
hdx.reference.locations Read 150 0.0%
jobs.adzuna.salary Read 150 0.0%
met.collection.departments Read 150 0.0%
ine.reference.tables Read 149 0.0%
finance.edgar.filings Read 149 0.0%
razorpay.ifsc.lookup Read 149 0.0%
weather.airnow.current_latlng Read 149 0.0%
wger.fitness.exercise_search Read 149 0.0%
aipush.website.status Read 148 0.0%
aviation.taf.forecast Read 148 0.0%
culture.artic.artist Read 148 0.0%
currency.exchange.convert Read 148 0.0%
fdic.institutions.failures Read 148 0.0%
infra.cloudflare.zone_analytics Read 148 0.0%
news.global.sources Read 148 0.0%
solar.system.bodies Read 148 0.0%
stocks.company.news Read 148 0.0%
weather.alerts.by_state Read 148 0.0%
crossref.journals.lookup Read 147 0.0%
iban.banking.validate Read 147 0.0%
irctc.stations.search Read 147 0.0%
logistics.tracking.status Read 147 0.0%
carbonintensity.energy.generation Read 146 0.0%
chesscom.player.stats Read 146 0.0%
health.supplements.search Read 146 0.0%
jobs.arbeitnow.browse Read 146 0.0%
media.loc.item Read 146 0.0%
music.artists.search Read 146 0.0%
sam.gov.entity_detail Read 146 0.0%
social.bluesky.feed Read 146 0.0%
tax.vatcomply.validate Read 146 0.0%
weather.weatherapi.forecast Read 146 0.0%
whois.domain.availability Read 146 0.0%
dogceo.breeds.list Write 146 0.0%
books.gutendex.popular Read 145 0.0%
federalregister.documents.detail Read 145 0.0%
hnalgolia.user.profile Read 145 0.0%
met.art.details Read 145 0.0%
science.materials.elasticity Read 145 0.0%
ecommerce.amazon.deals Read 144 0.0%
irail.transit.disturbances Read 144 0.0%
nsf-awards.grants.detail Read 144 0.0%
archiveorg.archive.metadata Read 143 0.0%
chemistry.pubchem.structure Read 143 0.0%
igdb.games.search Read 143 0.0%
ip.intelligence.lookup Read 143 0.0%
tax.vatcomply.rates Read 143 0.0%
tvmaze.shows.search Read 143 0.0%
tmdb.movies.similar Read 142 0.0%
food.product.barcode Read 141 0.0%
food.product.search Read 141 0.0%
polymarket.market.history Read 141 0.0%
science.itistaxonomy.search_common Read 141 0.0%
nutrition.fatsecret.details Read 140 0.0%
rawg.games.screenshots Read 140 0.0%
gbif.biodiversity.occurrence_count Read 139 0.0%
polymarket.market.trending Read 139 0.0%
space.swpc.aurora Read 139 0.0%
device.registry.state Read 138 0.0%
email.validation.check Read 138 0.0%
solar.system.body_details Read 138 0.0%
culture.europeana.record Read 137 0.0%
fdic.institutions.financials Read 137 0.0%
gov.brasilapi.cep Read 137 0.0%
legal.caselaw.dockets Read 137 0.0%
legal.fedregister.recent Read 137 0.0%
nrel.afdc.detail Read 137 0.0%
twitter.trends.worldwide Read 137 0.0%
open-canada.datasets.detail Write 137 0.0%
business.lei.lookup Read 136 0.0%
chemistry.pubchem.properties Read 136 0.0%
knowledge.wikidata.entity Read 136 0.0%
opendota.players.summary Read 136 0.0%
search.ai.extract Read 136 0.0%
ticketmaster.events.categories Read 136 0.0%
au-data-gov.datasets.detail Read 134 0.0%
checkwx.taf.decoded Read 134 0.0%
disease.covid.global Read 134 0.0%
plos-search.article.detail Read 134 0.0%
scraping.spider.search Read 134 0.0%
social.bluesky.profile Read 134 0.0%
open-canada.reference.subject_list Write 134 0.0%
business.ukcompany.details Read 133 0.0%
climate.indicators.temperature Read 133 0.0%
jobs.reed.details Read 133 0.0%
lichess.user.profile Read 133 0.0%
messaging.telegram.get_updates Read 133 0.0%
whoisjson.ssl.check Read 133 0.0%
au-data-gov.reference.subject_list Read 132 0.0%
education.papers.details Read 132 0.0%
openbeautyfacts.product.barcode Read 132 0.0%
sports.football.leagues Read 132 0.0%
whoisjson.dns.subdomains Read 132 0.0%
chemistry.pubchem.hazards Read 131 0.0%
domain.namesilo.check Read 131 0.0%
ine.series.metadata Read 131 0.0%
nasa.asteroids.feed Read 131 0.0%
platform.quality.tool Read 131 0.0%
tmdb.movies.details Read 131 0.0%
clinicaltrials.trials.stats Read 130 0.0%
books.editions.isbn Read 130 0.0%
climate.indicators.nitrous_oxide Read 130 0.0%
geo.ip.geolocation Read 130 0.0%
govuk.content.fetch Read 130 0.0%
upc.products.lookup Read 130 0.0%
books.gutendex.book Read 129 0.0%
ip.intelligence.bulk Read 129 0.0%
search.semantic.contents Read 129 0.0%
books.librivox.book Read 128 0.0%
crypto.token.lookup Read 128 0.0%
music.discover.fresh Read 128 0.0%
usno.astronomy.moon_phases Read 128 0.0%
climate.indicators.arctic_ice Read 127 0.0%
disease.influenza.cdc Read 127 0.0%
domain.namesilo.prices Read 127 0.0%
frankfurter.currency.list Read 127 0.0%
realestate.property.details Read 127 0.0%
weather.weatherapi.astronomy Read 127 0.0%
weather.weatherapi.search Read 127 0.0%
who.health.countries Read 127 0.0%
bible.catalog.books Read 126 0.0%
device.registry.list Read 126 0.0%
hyperliquid.markets.orderbook Read 126 0.0%
media.pexels.curated Read 126 0.0%
music.artists.details Read 126 0.0%
nasa.astronomy.apod Read 126 0.0%
stocks.market.quote Read 126 0.0%
pypi.packages.releases Write 126 0.0%
aipush.analysis.visibility Read 125 0.0%
climate.indicators.co2 Read 125 0.0%
climate.indicators.methane Read 125 0.0%
tvmaze.shows.cast Read 125 0.0%
wikimedia-commons.media.random Read 125 0.0%
avwx.pireps.list Read 124 0.0%
crypto.coin.detail Read 124 0.0%
culture.artic.artwork Read 124 0.0%
email.verification.check Read 124 0.0%
govuk.organisations.list Read 124 0.0%
usajobs.positions.detail Read 124 0.0%
usno.astronomy.seasons Read 124 0.0%
vehicle.vin.decode Read 124 0.0%
weather.conditions.forecast Read 124 0.0%
developer.github.repo Write 124 0.0%
avwx.stations.summary Read 123 0.0%
checkwx.stations.info Read 123 0.0%
gov.ibge.name_frequency Read 123 0.0%
realestate.location.suggest Read 123 0.0%
twitter.users.profile Read 123 0.0%
ukfsa.establishments.detail Read 123 0.0%
infra.cloudflare.dns_delete Destructive 122 0.0%
education.crossref.doi Read 122 0.0%
audio.transcribe.status Read 121 0.0%
finance.bcb.eur_brl Read 121 0.0%
finance.bcb.usd_brl Read 121 0.0%
nasa.space_weather.flares Read 121 0.0%
ticketmaster.events.details Read 121 0.0%
world.country.code Read 121 0.0%
aviasales.flights.popular Read 120 0.0%
chemistry.pubchem.synonyms Read 120 0.0%
iss.space.position Read 120 0.0%
rawg.games.details Read 120 0.0%
finance.bcb.selic_target Write 120 0.0%
aipush.analysis.profile Read 119 0.0%
chemistry.pubchem.bioassays Read 119 0.0%
currency.exchange.latest Read 119 0.0%
ev.charging.details Read 119 0.0%
freetogame.games.detail Read 119 0.0%
social.mastodon.trending Read 119 0.0%
gbif.biodiversity.species_details Read 118 0.0%
media.imgflip.memes Read 118 0.0%
npm.packages.versions Read 118 0.0%
finance.banking.iban Read 117 0.0%
finance.bcb.ipca Read 117 0.0%
finance.bcb.selic Read 117 0.0%
gov.sg.air_quality Read 117 0.0%
opendota.matches.detail Read 117 0.0%
tmdb.movies.where_to_watch Read 116 0.0%
ukfsa.authorities.list Read 116 0.0%
finance.bcb.cdi Read 115 0.0%
nasa.earth.epic Read 115 0.0%
calendar.holidays.next Read 114 0.0%
gov.brasilapi.ddd Read 114 0.0%
world.country.search Read 114 0.0%
tax.vatcomply.currencies Read 113 0.0%
time.worldclock.current Read 113 0.0%
twitter.users.followers Read 113 0.0%
wger.fitness.exercise_details Read 112 0.0%
language.tatoeba.sentence Read 112 0.0%
whois.domain.reverse Read 112 0.0%
address.ukpost.validate Read 111 0.0%
anime.titles.details Read 111 0.0%
legal.regulations.document Read 111 0.0%
logistics.shipengine.carriers Read 111 0.0%
vehicle.vin.models Read 111 0.0%
books.authors.details Read 110 0.0%
business.lei.relationships Read 110 0.0%
fdic.institutions.details Read 110 0.0%
aviation.sigmet.alerts Read 109 0.0%
books.works.details Read 109 0.0%
education.colleges.details Read 109 0.0%
stocks.market.news Read 109 0.0%
gov.sg.weather_forecast Read 108 0.0%
phone.telnyx.balance Read 108 0.0%
anime.manga.details Read 107 0.0%
iss.space.tle Write 107 0.0%
developer.github.user Read 106 0.0%
infra.browser.session_status Read 106 0.0%
recipes.cocktail.random Read 106 0.0%
spoonacular.recipes.details Read 106 0.0%
aster.markets.orderbook Read 105 0.0%
bible.catalog.commentaries Read 105 0.0%
domain.namesilo.info Read 105 0.0%
gov.ibge.regions Read 105 0.0%
gov.sg.rainfall Read 105 0.0%
gov.sg.taxi_availability Read 105 0.0%
media.loc.collections Read 105 0.0%
openbrewery.breweries.random Read 105 0.0%
infra.browser.list_sessions Read 104 0.0%
health.clinical.stats Read 104 0.0%
health.nutrition.food_details Read 104 0.0%
igdb.games.details Read 104 0.0%
polymarket.market.detail Read 104 0.0%
social.mastodon.tags Read 104 0.0%
stocks.company.profile Read 104 0.0%
audio.transcribe.result Read 102 0.0%
gov.ukpolice.forces Read 102 0.0%
messaging.telegram.get_chat Read 102 0.0%
language.tatoeba.languages Read 101 0.0%
translate.text.languages Read 101 0.0%
gov.ibge.cnae Read 100 0.0%
jobs.adzuna.categories Read 100 0.0%
legal.caselaw.opinion Read 100 0.0%
qrserver.qr.read Read 100 0.0%
legal.fedregister.document Read 99 0.0%
rawg.games.stores Read 99 0.0%
time.worldclock.zones Read 99 0.0%
translate.text.detect Read 99 0.0%
media.podcast.details Write 99 0.0%
gov.brasilapi.holidays Read 98 0.0%
music.releases.details Read 98 0.0%
email.transactional.status Read 97 0.0%
igdb.games.media Read 97 0.0%
sabre.reference.airline Read 97 0.0%
polymarket.market.orderbook Read 96 0.0%
anime.titles.characters Read 95 0.0%
currents.news.categories Read 94 0.0%
weather.conditions.current Read 94 0.0%
web.url.stats Read 94 0.0%
opendota.proteams.list Read 93 0.0%
aviasales.reference.airport Read 92 0.0%
gov.brasilapi.rates Read 92 0.0%
gov.brasilapi.banks Read 91 0.0%
polymarket.account.balance Read 91 0.0%
gov.ibge.states Read 90 0.0%
health.supplements.details Read 90 0.0%
polymarket.trading.history Read 89 0.0%
infra.browser.session_content Read 87 0.0%
hyperliquid.markets.data Read 83 0.0%
lichess.puzzle.daily Read 83 0.0%
polymarket.trading.cancel_order Destructive 81 0.0%
aster.markets.ticker Read 81 0.0%
hyperliquid.vaults.details Read 80 0.0%
aster.exchange.info Read 79 0.0%
hyperliquid.account.summary Read 78 0.0%
sabre.reference.themes Read 77 0.0%
hyperliquid.account.positions Read 75 0.0%
polymarket.market.prices Read 74 0.0%
crypto.trending.get Read 73 0.0%
domain.namesilo.list Read 73 0.0%
crypto.coin.search Read 71 0.0%
polymarket.trading.open_orders Read 67 0.0%
crypto.global.stats Read 62 0.0%
// CUT THE COST

Your agent uses a handful of these tools. It pays for all 1384.

You don't need all 1384 of those definitions in the window. PolicyLayer is an MCP gateway that sits in front of Apibase: only the tools you grant are exposed to the agent, the rest never load. A smaller window means a sharper agent — less noise when it picks a tool — and every request costs less:

Grant scopeDefinition costReduction
All 1384 tools (no gateway) 342,902 tokens —
3 granted tools ~743 tokens −100%
5 granted tools ~1,239 tokens −100%
10 granted tools ~2,478 tokens −99%

The risk dividend: 6 of these 1384 tools are critical-risk (destructive or financial) and cost 1,099 tokens (0% of the definition load). Block them — the recommended starter policy — and you reclaim that context before tuning anything else.

  1. Create a free account and register Apibase — nothing to install.
  2. Grant only the tools you use — ungranted definitions never enter the context window.
  3. Point your MCP client (Claude, Cursor, anything) at your gateway URL.
CUT APIBASE TOKEN COST →

Instant setup, no code required.

Model your own stack in the token-cost calculator, or see the Apibase policy for what a sensible grant looks like.

//FAQ

Apibase token-cost questions.

How many tokens does the Apibase MCP server use?+

Its 1384 tool definitions total 342,902 tokens — 171% of a 200k context window — measured with tiktoken o200k_base over the serialised tools/list payload. Exact counts vary slightly by client and model.

Why does Apibase consume tokens before I send a message?+

MCP clients load every connected server's tool definitions — name, description, and input schema — into the model's context so it knows what it can call. That payload is charged against your context window on every request, whether or not a tool is used.

How do I reduce Apibase's token usage?+

Expose fewer tools. A PolicyLayer grant scopes Apibase to only the tools you allow — ungranted definitions are filtered out of the tool list, so they never enter the context window. A grant of 3 typical tools costs roughly 743 tokens, a 100% reduction.

Does deferred tool loading fix this?+

Partially, in some clients. Claude Code defers MCP tool schemas behind a tool-search step by default, and VS Code has experimental grouping — but you still pay tokens per search and reload, and Cursor, Windsurf and Gemini CLI load definitions upfront. Reducing the exposed tool set cuts the cost in every client.

// METHOD & REVIEW

How these numbers were measured.

01
Serialisation

Each tool is serialised as a tools/list entry — name, description, input schema — from the schemas in the PolicyLayer scan database. Clients differ slightly in framing, so treat counts as close estimates.

02
Tokeniser

tiktoken o200k_base (GPT-4o/o-series). Anthropic's current tokeniser isn't published, so Claude's exact counts will differ; for English text and JSON schemas the totals are close enough to treat these as estimates.

03
Deferred loading

Some clients now defer schema loading (Claude Code's tool search; VS Code experimental grouping). You still pay per search and reload — and Cursor, Windsurf and Gemini CLI load everything upfront.

Computed 02-10-2026 from the PolicyLayer scan database over all 1384 catalogued Apibase tools. Counts refresh with every site build.

THIS SERVER: All Apibase tools Apibase policy Token-cost calculator

Expose only the tools you use — the rest never enter your context.

A PolicyLayer grant scopes Apibase to the tools you actually allow. Ungranted definitions never load, and every call that does run is checked against policy first.

CUT APIBASE TOKEN COST →

Instant setup, no code required.

46,500+ MCP servers and 515,000+ tools scanned and risk-classified.

// GET IN TOUCH

Have a question or want to learn more? Send us a message.

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We'll get back to you soon.