all tools / data

Most reliable data AI agent tools

As of the latest check, Glimind tracks 200 data AI agent (MCP) tools, of which 0 are healthy right now. The table below ranks them live-first by real-time reliability.

toolstatuswhat it does
get_rate_history
bartosz-kuc/nbp-mcp
unknownRate history for a currency over a date range (≤367 days).alternatives
get_rate
bartosz-kuc/nbp-mcp
unknownNBP exchange rate for one currency on a date (or latest). Tables A / B / C.alternatives
career_get
ItsNotAILABS/mesie-career-enterprise
unknownFull compressed profilealternatives
career_invoke
ItsNotAILABS/mesie-career-enterprise
unknownPulse + federated envelopealternatives
career_triple_route
ItsNotAILABS/mesie-career-enterprise
unknownP1/P2/P3 routing mapalternatives
list_namespaces
io.github.dockndevai/mcp-kubernetes
unknownList namespacesalternatives
garmin_get_daily_summary
echocharlie/garmin-connect-mcp-server
unknownPer-day steps, resting HR, overnight HRV + status, Body Battery high/low, stress, intensity minutes, active calories (≤31 days/call)alternatives
garmin_get_training_status
echocharlie/garmin-connect-mcp-server
unknownTraining readiness, training status, acute load, VO2max, HRV status, and 5K/10K/half/marathon race predictions in one callalternatives
subscribe
@usearete/mcp
unknownBind a view; entities land in an in-memory cachealternatives
unsubscribe
@usearete/mcp
unknownUnbind a viewalternatives
query_entities
@usearete/mcp
unknownFilter and project cached entitiesalternatives
get_entity
@usearete/mcp
unknownFetch one cached entity by keyalternatives
list_entities
@usearete/mcp
unknownList cached keys (capped at 1000 per response)alternatives
get_recent
@usearete/mcp
unknownUp to N entities from the ordered query membershipalternatives
list_subscriptions
@usearete/mcp
unknownInspect current subscriptionsalternatives
list_connections
@usearete/mcp
unknownInspect current connectionsalternatives
get_historical_rates
io.github.cahthuranag/realtime-exchange-rate-mcp
unknownFetch historical exchange rate series for a currency pair over a time windowalternatives
list_currencies
io.github.cahthuranag/realtime-exchange-rate-mcp
unknownList all supported ISO 4217 currency codesalternatives
samsung_health_daily_summary
io.github.davidmosiah/samsung-health-mcp
unknownGet a daily summary of Samsung Health data (steps, sleep, heart, stress, etc.)alternatives
hotspots
io.github.davidmosiah/uap-pulse
unknownThe locations with the most declassified records.alternatives
stats
io.github.davidmosiah/uap-pulse
unknownTotals + breakdowns by release, agency, file type, and era.alternatives
timeline
io.github.davidmosiah/uap-pulse
unknownRecords per decade (or year), 1944 → 2026.alternatives
timeline_data
io.github.davidmosiah/uap-pulse
unknownPer-period records with coordinates for maps and animation.alternatives
check_published_error_bars
ipezygj/evalgate
unknownRecompute standard errors from published scores and item counts, flag impossible or mismatched onesalternatives
check_top_rank
ipezygj/evalgate
unknownCheck if a model's top rank on a benchmark is real or a tiealternatives
check_trend_fragility
ipezygj/evalgate
unknownCheck if a fitted trend or scaling exponent depends on a single pointalternatives
audit_swebench
ipezygj/evalgate
unknownFetch and audit SWE-bench per-instance results for a named splitalternatives
ingest
io.github.damoqiongqiu/mcp-local-rag
unknownIndex files or directories into the local RAG store.alternatives
gerar_cpf
io.github.dan94k/brazilian-dev-mcp
unknownGera um CPF válido aleatório (módulo 11)alternatives
gerar_cnpj
io.github.dan94k/brazilian-dev-mcp
unknownGera um CNPJ válido aleatório (módulo 11)alternatives
consultar_cep
io.github.dan94k/brazilian-dev-mcp
unknownConsulta endereço pelo CEP na API ViaCEPalternatives
consultar_cotacao
io.github.dan94k/brazilian-dev-mcp
unknownConsulta cotação de moedas (BRL, USD, EUR) via API AwesomeAPIalternatives
validar_cnpj
io.github.dan94k/brazilian-dev-mcp
unknownValida CNPJ (formato numérico e alfanumérico)alternatives
validar_cpf
io.github.dan94k/brazilian-dev-mcp
unknownValida se um CPF é válido e retorna o motivo da invalidezalternatives
eh_feriado
io.github.dan94k/brazilian-dev-mcp
unknownVerifica se uma data é feriado nacionalalternatives
list_skus
io.github.x402-video/seedance-video-generation
unknownLive catalog + current USD pricesalternatives
get_job
io.github.x402-video/seedance-video-generation
unknownPoll status; returns video_url on success (24h link)alternatives
my_history
@thesapientcompany/mcp
unknownRetrieve your scan history.alternatives
get_lens_data
@proofofwork-agency/reporecall
unknownExport current Lens JSON with options to omit raw wiki content or graph-heavy arrays.alternatives
get_stats
@proofofwork-agency/reporecall
unknownReturns Trust Contract stats: indexedCommit, dirty-file count, freshness banner, and index status.alternatives
convert_pdf_to_markdown
pdf2md-mcp-fastmcp
unknownConverts a PDF file to Markdown format using AI sampling.alternatives
log_selection
probat-mcp
unknownLog a user's variant selection for learning-to-rank model training.alternatives
log_ab_test_result
probat-mcp
unknownLog the result of an A/B test for a variant to improve future recommendations.alternatives
get_attribution
probat-mcp
unknownRetrieve attribution details for a variant, tracing back to corpus documents and experiments.alternatives
get_customer_feedback
produckai-mcp-server
unknownGet customer-specific feedback viewalternatives
calculate_voc_scores
produckai-mcp-server
unknownScore feedback/themes using VOC algorithmalternatives
get_top_feedback_by_voc
produckai-mcp-server
unknownGet priority-ranked list of feedbackalternatives
configure_voc_weights
produckai-mcp-server
unknownCustomize VOC scoring algorithm weightsalternatives
get_voc_trends
produckai-mcp-server
unknownTrack VOC score changes over timealternatives
list_prds
produckai-mcp-server
unknownBrowse generated PRDsalternatives
list_categories
product-catalog-mcp
unknown列出所有分类信息alternatives
list_products_by_category
product-catalog-mcp
unknown根据分类ID列出该分类下的所有产品alternatives
get_product_by_id
product-catalog-mcp
unknown根据产品ID获取产品的完整信息alternatives
list_languages
io.github.equalang-ai/equalang-mcp
unknownEvery language code and name. Needs no key.alternatives
get_community_properties
dubuy-mcp-server
unknownProperty types, observed size bands, named buildings/projects and rights-cleared floor plans for one community.alternatives
compare_communities
dubuy-mcp-server
unknownSide-by-side profiles for 2–5 communities.alternatives
get_community_pulse
dubuy-mcp-server
unknownReddit sentiment: top pros/cons, aspect breakdown, paraphrased pull quotes with source URLs.alternatives
get_projects
dubuy-mcp-server
unknownTop projects by price appreciation or transaction volume (2020–2026). Filter by area.alternatives
get_developer
dubuy-mcp-server
unknownCurated rating + RERA project history with escrow compliance.alternatives
get_market_trends
dubuy-mcp-server
unknownAnnual PSF history (2020–2026) per community, with total growth % and CAGR.alternatives
get_listing_market
dubuy-mcp-server
unknownCompleted recurring Dubai Buy/Rent active-inventory censuses with stock change, price cuts and withdrawals, plus archived listing flow, askialternatives
list_communities
dubuy-mcp-server
unknownAll 90 Dubai communities with headline stats (median PSF, YoY, sales volume, sentiment percentile). Filter by property type.alternatives
get_community
dubuy-mcp-server
unknownFull profile for one community — prices, rental yields, bedroom breakdown, Ejari data, Reddit pulse, commute times.alternatives
market_statistics
dubuy-mcp-server
unknownMarket statistics and data freshness for Dubai property marketalternatives
community_profile
dubuy-mcp-server
unknownProfile of a specific communityalternatives
community_comparison
dubuy-mcp-server
unknownComparison of multiple communitiesalternatives
community_trends
dubuy-mcp-server
unknownTrends for a communityalternatives
community_property_catalog
dubuy-mcp-server
unknownProperty catalog for a communityalternatives
community_investment_bundle
dubuy-mcp-server
unknownInvestment, forecast, and fragility bundle for a communityalternatives
community_investment_screening
dubuy-mcp-server
unknownInvestment screening for a communityalternatives
rental_yields
dubuy-mcp-server
unknownEjari-derived rental yieldsalternatives
project_detail
dubuy-mcp-server
unknownOfficial DLD project detailalternatives
community_list
dubuy-mcp-server
unknownList of Dubai communitiesalternatives
developer_profile
dubuy-mcp-server
unknownRERA developer profilealternatives
listing_market_intelligence
dubuy-mcp-server
unknownLicensed aggregate listing-market intelligence on eligible plansalternatives
raw_transaction
dubuy-mcp-server
unknownRaw transaction tool (disabled until written source redistribution approval is recorded)alternatives
event.get_event_details
py-mcp-travelplanner
unknownGet details of a specific event.alternatives
event.list_events
py-mcp-travelplanner
unknownList available events.alternatives
flight.get_flight_details
py-mcp-travelplanner
unknownGet details of a specific flight.alternatives
flight.list_flights
py-mcp-travelplanner
unknownList available flights.alternatives
hotel.get_hotel_details
py-mcp-travelplanner
unknownGet details of a specific hotel.alternatives
weather.get_forecast
py-mcp-travelplanner
unknownGet weather forecast for a location.alternatives
geocoder.reverse_geocode
py-mcp-travelplanner
unknownReverse geocode coordinates to a location.alternatives
hotel.list_hotels
py-mcp-travelplanner
unknownList available hotels.alternatives
search_rfc_functions
pyrfc-mcp
unknownSearch for RFC-enabled function modules by pattern with optional group filter and limitalternatives
get_rfc_function_interface
pyrfc-mcp
unknownGet detailed interface (parameters, tables, exceptions) for a given RFC functionalternatives
call_rfc_function
pyrfc-mcp
unknownCall an RFC function with parameters, specifying read/write mode and optional transaction contextalternatives
commit_rfc_transaction
pyrfc-mcp
unknownCommit an existing RFC transaction identified by transaction IDalternatives
generate_extraction_schema
pyrhubarb-mcp
unknownAI-assisted JSON schema generationalternatives
get_gas
chasdaddy/basescope
unknownCurrent gas price + EIP-1559 fee suggestion.alternatives
get_token_info
chasdaddy/basescope
unknownERC-20 name / symbol / decimals, and optionally a holder's balance.alternatives
get_verified_source
chasdaddy/basescope
unknownWhether a contract's source is verified (via Sourcify) + its name, compiler, and function list.alternatives
reverse_ens_lookup
chasdaddy/basescope
unknownAddress → primary ENS name (also reports the primary Basename on Base).alternatives
get_native_balance
chasdaddy/basescope
unknownNative coin (ETH / POL / …) balance of an address or ENS name.alternatives
get_token_price
chasdaddy/basescope
unknownCurrent USD price for a token (via DefiLlama).alternatives
resolve_basename
chasdaddy/basescope
unknownBasename (*.base.eth) → address, via the Base L2 Resolver — Coinbase's ENS-compatible names on Base mainnet.alternatives
inspect_contract
chasdaddy/basescope
unknownIs the address a contract? Bytecode size + transaction count.alternatives
list_supported_chains
chasdaddy/basescope
unknownThe chains this server can read.alternatives
resolve_ens_name
chasdaddy/basescope
unknownENS name → address.alternatives
list_symbols
Adonuu.TwinCatMcp.win-x64
unknownList all available ADS symbols from the runtime.alternatives
read_symbol
Adonuu.TwinCatMcp.win-x64
unknownRead the current value of an ADS symbol.alternatives
write_symbol
Adonuu.TwinCatMcp.win-x64
unknownWrite a value to an ADS symbol (requires writes enabled).alternatives
subscribe_symbol
Adonuu.TwinCatMcp.win-x64
unknownSubscribe to value changes of an ADS symbol.alternatives
merge_cases
yutoribengoshi/memory-mcp
unknownMerge a fragmented case into another (moves notes/conversations)alternatives
testcase_lint_batch
qa-mcp
unknownAnalyze a collection of test cases and return aggregate findings.alternatives
testcase_normalize
qa-mcp
unknownNormalize Gherkin, Markdown, JSON, or plain text into the QA-MCP schema.alternatives
testcase_to_xray
qa-mcp
unknownConvert a single test case into an Xray-compatible JSON payload.alternatives
detect_document_conflicts
qdrant-loader-mcp-server
unknownDetect conflicts between documentsalternatives
expand_document
qdrant-loader-mcp-server
unknownExpand a document with additional contextalternatives
get_posts
qexo-mcp
unknownGet all posts, optionally filtered by search stringalternatives
save_or_update_post
qexo-mcp
unknownSave or update a blog postalternatives
delete_post
qexo-mcp
unknownDelete a postalternatives
list_categories_tool
io.github.crunchtools/feed-reader
unknownList categories with countsalternatives
rename_category_tool
io.github.crunchtools/feed-reader
unknownRename categoryalternatives
delete_category_tool
io.github.crunchtools/feed-reader
unknownDelete categoryalternatives
get_stats_tool
io.github.crunchtools/feed-reader
unknownDashboard statsalternatives
ingest
io.github.cruxible-ai/cruxible-core
unknownIngest data into the cruxible graph from a file or inline.alternatives
session_analyze
ClrScope.Mcp
unknownSession analysis with optional baseline comparisonalternatives
analyze_heap
ClrScope.Mcp
unknownAnalyze .gcdump heap snapshot: type statistics (top N types), object list (with node IDs for find_retainer_paths), or diff comparison betweealternatives
find_retainer_paths
ClrScope.Mcp
unknownTrace object retention chains from GC roots to a target node (use analyze_heap with analysisType: objects to get node IDs)alternatives
analyze_metric
io.github.cryptyx-ai/cryptyx-mcp-server
unknownSingle-metric z-score backtest with forward returns across 8 horizons.alternatives
scan_metric_universe
io.github.cryptyx-ai/cryptyx-mcp-server
unknownRuns a validated thesis across ~200 assets on the latest day to find which assets match the conditions.alternatives
fork_signal
io.github.cryptyx-ai/cryptyx-mcp-server
unknownPersists a thesis as a new inactive signal variant. The daily pipeline will track it forever.alternatives
get_featured_metrics
io.github.cryptyx-ai/cryptyx-mcp-server
unknownTop-performing metrics by information coefficient. Returns the 8 highest-conviction metrics with A/B grades.alternatives
get_asset_top_predictors
io.github.cryptyx-ai/cryptyx-mcp-server
unknownPer-asset predictive power — metrics ranked by time-series IC for a specific asset.alternatives
analyze_metrics_composite
io.github.cryptyx-ai/cryptyx-mcp-server
unknownMulti-factor intersection backtest. Define 2-4 metric conditions and see when ALL fire simultaneously, with forward returns at every horizonalternatives
qonoro_naics_classify
qonoro-mcp
unknownClassify a company to its NAICS 2022 and SIC code with confidence score and matched keywords. Sub-secondalternatives
qonoro_address_normalize
qonoro-mcp
unknownParse and normalize a postal address to USPS format with structured components and confidence score. Sub-secondalternatives
fassets_agent_details
io.github.dziuba0x/flario
unknownGet details of a specific FAssets agent by addressalternatives
fdc_web2json_request
io.github.dziuba0x/flario
unknownRequest an FDC attestation for a web2 JSON endpoint, putting data on-chain with a proofalternatives
fdc_verify_web2json
io.github.dziuba0x/flario
unknownVerify a web2 JSON attestation proof locally against the on-chain Relay rootalternatives
fdc_verify_settlement
io.github.dziuba0x/flario
unknownVerify an x402 settlement transaction using FDC attestation and local Merkle proof against on-chain Relay rootalternatives
get_ftso_anchor_feed
io.github.dziuba0x/flario
unknownGet a proof-carrying FTSO anchor feed price for a given pair on Flare or testnetalternatives
fassets_liquidation_scanner
io.github.dziuba0x/flario
unknownScan FAssets agents closest to liquidation, showing collateral, risk, and system totalsalternatives
get_flr_stake_info
io.github.dziuba0x/flario
unknownShow FLR portfolio for an address: balance, delegation, vote power, claimable rewardsalternatives
add
qq-mcp
unknown两数相加alternatives
list_qrcodes
qrforge-mcp
unknownList QR codesalternatives
get_qrcode
qrforge-mcp
unknownGet a QR codealternatives
update_qrcode
qrforge-mcp
unknownUpdate a QR codealternatives
delete_qrcode
qrforge-mcp
unknownDelete a QR codealternatives
get_qrcode_scans
qrforge-mcp
unknownGet QR code scansalternatives
get_qrcode_history
qrforge-mcp
unknownGet QR code historyalternatives
convert-contents
qystart-mcp-pandoc
unknownTransforms content between supported formats using pandoc.alternatives
get_forecast
weather-mcp
unknown获取指定位置的天气预报alternatives
get_alerts
weather-mcp-copa
unknownGet weather alerts for a US statealternatives
get_forecast
weather-mcp-copa
unknownGet weather forecast for a locationalternatives
get_weather
weather-mcp-server
unknown获取指定城市的天气信息alternatives
query_weather
weather-mcp-server-beijing-pycoder-2026
unknownReturns a human-readable weather report for a given city.alternatives
list_catalog
io.github.crisjonblvx/enrichr-api
unknownBrowse the live utility catalog and prices without a key.alternatives
gp_portfolio
gparientee/gp-intel-mcp
unknownPortfolio companies of a PE firm, filterable to active or exited positions.alternatives
gp_exits
gparientee/gp-intel-mcp
unknownExits of a PE firm, optionally for one year.alternatives
get_result_tab
io.github.fadnavismehul/sql-preview
unknownRetrieve the contents of a shared result tab by its ID.alternatives
get_trends
wikipedia-trends-mcp
unknownReturns a historical time series for a keyword, defaulting to 5 years of weekly data, with optional daily granularity for the last 30 days.alternatives
get_growth
wikipedia-trends-mcp
unknownCalculates percentage growth between two points in time for a keyword, with preset periods or custom periods.alternatives
get_top_trends
wikipedia-trends-mcp
unknownReturns today's live trending items across all feeds or a specific feed.alternatives
wiki_reindex
wiki-search-mcp
unknown인덱스 재구축alternatives
wiki_validate
wiki-search-mcp
unknownfrontmatter / wikilink 검증alternatives
get_websites
wincher-mcp
unknownList tracked websitesalternatives
get_keywords
wincher-mcp
unknownKeywords and current rankingsalternatives
get_keyword_rankings
wincher-mcp
unknownHistorical ranking seriesalternatives
get_serps
wincher-mcp
unknownSERP snapshot and featuresalternatives
get_keyword_groups
wincher-mcp
unknownKeyword group aggregatesalternatives
get_bulk_ranking_history
wincher-mcp
unknownBulk ranking historyalternatives
get_competitor_ranking_summaries
wincher-mcp
unknownCompetitor summary metricsalternatives
get_competitor_keyword_positions
wincher-mcp
unknownCompetitor positions per keywordalternatives
get_telemetry
wisent-wire-mcp
unknownRecent voltage/current readingsalternatives
list_frame_definitions
wisent-wire-mcp
unknownList all frame definitionsalternatives
get_frame_definition
wisent-wire-mcp
unknownGet a frame definition with fieldsalternatives
create_command
wisent-wire-mcp
unknownCreate a commandalternatives
update_command
wisent-wire-mcp
unknownUpdate a commandalternatives
list_reservations
wisent-wire-mcp
unknownList reservationsalternatives
get_reservation
wisent-wire-mcp
unknownGet a single reservationalternatives
create_reservation
wisent-wire-mcp
unknownCreate a reservationalternatives
delete_reservation
wisent-wire-mcp
unknownDelete a reservationalternatives
load_data
wise-pizza-mcp
unknownLoad a CSV file into the in-memory dataset store.alternatives
remove_loaded_dataset
wise-pizza-mcp
unknownRemove a dataset from the store by name.alternatives
explain_levels
wise-pizza-mcp
unknownFind segments whose average is most different from the global one.alternatives
explain_changes_in_totals
wise-pizza-mcp
unknownFind segments that explain differences between totals of two datasets.alternatives
explain_changes_in_average
wise-pizza-mcp
unknownSame signature as explain_changes_in_totals, but focuses on average value changes rather than total volume changes.alternatives
list_loaded_datasets
wise-pizza-mcp
unknownReturns a list of all dataset names currently in the store.alternatives
explain_timeseries
wise-pizza-mcp
unknownSplit time series panel data into segments with different temporal patterns.alternatives
ocr_table
wk-ocr-mcp
unknown表格识别 - 从图片中提取表格的行列结构化数据alternatives
ocr_health
wk-ocr-mcp
unknown服务健康检查 - 验证后端 OCR 服务是否正常运行alternatives
world_compose_summary
Goldwep/Enfusion Workbench MCP
unknownWorld-file analysis — composition summary, broken-ref check, semantic diffalternatives
world_validate_refs
Goldwep/Enfusion Workbench MCP
unknownWorld-file analysis — composition summary, broken-ref check, semantic diffalternatives
project_index_status
Goldwep/Enfusion Workbench MCP
unknownIndex snapshot — resources, refs, files, per-project countsalternatives
workshop_check_deps
Goldwep/Enfusion Workbench MCP
unknownPre-publish checks — manifest completeness, dependency resolution, dev-handler leak guardalternatives
world_diff
Goldwep/Enfusion Workbench MCP
unknownWorld-file analysis — composition summary, broken-ref check, semantic diffalternatives
material_inspect
Goldwep/Enfusion Workbench MCP
unknown.emat analysis — texture slots, parameters, unused-texture scanalternatives
config_create
Goldwep/Enfusion Workbench MCP
unknownGenerate config files — factions, mission headers, entity catalogs, editor placeablesalternatives
server_config
Goldwep/Enfusion Workbench MCP
unknownGenerate a dedicated-server server.json for local testingalternatives
find_unused_resources
Goldwep/Enfusion Workbench MCP
unknownResources with zero inbound references (pre-publish cleanup)alternatives
find_broken_refs
Goldwep/Enfusion Workbench MCP
unknownReferences to GUIDs that don't exist (ship-blocker check)alternatives
inheritance_chain
Goldwep/Enfusion Workbench MCP
unknownWalk a prefab's parent chain to the root; flags cyclesalternatives
list_dependencies
Goldwep/Enfusion Workbench MCP
unknownA project's declared dependencies with each GUID resolvedalternatives
scenario_inspect
Goldwep/Enfusion Workbench MCP
unknownMission/scenario .conf inspection and comparisonalternatives
scenario_diff
Goldwep/Enfusion Workbench MCP
unknownMission/scenario .conf inspection and comparisonalternatives
workshop_validate_manifest
Goldwep/Enfusion Workbench MCP
unknownPre-publish checks — manifest completeness, dependency resolution, dev-handler leak guardalternatives
material_diff
Goldwep/Enfusion Workbench MCP
unknown.emat analysis — texture slots, parameters, unused-texture scanalternatives
material_find_unused_textures
Goldwep/Enfusion Workbench MCP
unknown.emat analysis — texture slots, parameters, unused-texture scanalternatives

FAQ

What are the most reliable data MCP tools right now?

As of the latest check, Glimind tracks 200 data AI agent (MCP) tools, of which 0 are healthy right now. The table below ranks them live-first by real-time reliability. Glimind rates each neutrally (0–100) from safe liveness probes plus privacy-clean real-usage outcomes — see each tool's live page for its current score and a working alternative if it's down.

How does Glimind rank data tools?

Ranked live-first by current verdict (healthy → degraded → down), then by the neutral reliability score. Glimind sells no tools, so the ranking is unconflicted.

What if a data tool I need is down?

Every tool here links to its live alternatives — capability-matched substitutes that are healthy now. Or query https://glimind.com/v1/alternatives/{toolId}.

Live data via MCP/REST. Neutral ratings — Glimind only measures.