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
update-a-data-source
@mieubrisse/notion-mcp-server
unknownUpdate data source propertiesalternatives
query-data-source
@mieubrisse/notion-mcp-server
unknownQuery a data source (database) with filters and sortsalternatives
retrieve-a-data-source
@mieubrisse/notion-mcp-server
unknownGet metadata and schema for a data sourcealternatives
create-a-data-source
@mieubrisse/notion-mcp-server
unknownCreate a new data sourcealternatives
list-data-source-templates
@mieubrisse/notion-mcp-server
unknownList available templates in a data sourcealternatives
get_dashboard_by_uid
@leval/mcp-grafana
unknownGet complete dashboard JSONalternatives
get_dashboard_summary
@leval/mcp-grafana
unknownGet dashboard metadataalternatives
get_dashboard_property
@leval/mcp-grafana
unknownExtract specific propertiesalternatives
manus_usage_team_statistic
manus-mcp
unknownGets team usage statisticsalternatives
manus_usage_list
manus-mcp
unknownLists usagealternatives
manus_connector_list
manus-mcp
unknownLists connectorsalternatives
manus_usage_team_log
manus-mcp
unknownGets team usage logsalternatives
get_asset
storykit-mcp
unknownFull JSON for one asset: descriptor, dataSchema, embed snippetalternatives
list_properties
luminarylane-gsc-mcp
unknownList all GSC properties accessible by the authenticated accountalternatives
get_search_analytics
luminarylane-gsc-mcp
unknownSearch analytics with dimensions (query, page, device, country, date)alternatives
get_advanced_search_analytics
luminarylane-gsc-mcp
unknownAdvanced analytics with sorting, filtering, pagination (up to 25K rows)alternatives
get_search_by_page_query
luminarylane-gsc-mcp
unknownQueries driving traffic to a specific pagealternatives
get_performance_overview
luminarylane-gsc-mcp
unknownPerformance summary with daily trend dataalternatives
compare_search_periods
luminarylane-gsc-mcp
unknownCompare two time periods side-by-side with percentage changesalternatives
get_sitemaps
luminarylane-gsc-mcp
unknownList sitemaps with status and URL countsalternatives
list_sitemaps_enhanced
luminarylane-gsc-mcp
unknownDetailed sitemap listing with submission dates and warningsalternatives
get_sitemap_details
luminarylane-gsc-mcp
unknownFull details for a specific sitemapalternatives
run_workspace
lynxkite-mcp
unknownRun a LynxKite workspace with modified input settings and return output results.alternatives
get_template_details
m2ai-mcp-videogen-advisor
unknownGet template variables and detailsalternatives
vrr_departures
Titez90/vrr-mcp
unknownAbfahrtstafel für eine Haltestellealternatives
vrr_trip
Titez90/vrr-mcp
unknownRoute von A nach Balternatives
vrr_trip_via
Titez90/vrr-mcp
unknownRoute von A nach B mit Zwischenstopp Calternatives
list_data_files
Sidrahhh/Company Data MCP Server
unknownLists available flat data files.alternatives
read_data_file
Sidrahhh/Company Data MCP Server
unknownReads the contents of a specified data file.alternatives
search_data_files
Sidrahhh/Company Data MCP Server
unknownSearches data files for content matching a query.alternatives
get_pet_profile
tractive-mcp
unknownFull pet profile — breed, weight, birthday, activity goalsalternatives
list_pets
tractive-mcp
unknownLists all pets on the account with their name, type, and device_idalternatives
get_recent_positions
tractive-mcp
unknownPosition history with summary stats (distance, bounding box, point count). Set include_points=True for the full breadcrumb trailalternatives
get_tracker_status
tractive-mcp
unknownBattery level, charging state, connection state, firmwarealternatives
explain_query
io.github.cybeleri/database-admin
unknownGet query execution plan with recommendationsalternatives
get_job_salary
mcp-server-linkedin-zero
unknownSalary extraction from job detail pagesalternatives
get_job_trends
mcp-server-linkedin-zero
unknownRole/location hiring trendsalternatives
get_industry_insights
mcp-server-linkedin-zero
unknownMarket signals for an industryalternatives
analyze_resume
mcp-server-linkedin-zero
unknownLocal PDF/DOCX/text resume parsingalternatives
reset_usage_stats
mcp-server-linkedin-zero
unknownClear local usage metricsalternatives
compare_jobs
mcp-server-linkedin-zero
unknownCompare selected jobsalternatives
export_jobs
mcp-server-linkedin-zero
unknownExport jobs to CSV/JSON/XLSXalternatives
get_usage_stats
mcp-server-linkedin-zero
unknownLocal response-size/token estimatesalternatives
get_tool_usage_summary
mcp-server-linkedin-zero
unknownAggregate local usage by toolalternatives
calculate_time_distance
mcp-simple-timeserver
unknownCalculates duration between two dates/times (countdowns, elapsed time)alternatives
get_holidays
mcp-simple-timeserver
unknownReturns public holidays (and optionally school holidays) for a countryalternatives
is_holiday
mcp-simple-timeserver
unknownChecks if a specific date is a holiday in a given country or cityalternatives
get_major_countries
trading-economics-calendar-mcp
unknownGet a mapping of major country codes to country names.alternatives
get_importance_levels
trading-economics-calendar-mcp
unknownGet a mapping of importance level names to numeric values.alternatives
get_week_economic_events
trading-economics-calendar-mcp
unknownFetch this week's economic events with optional country and importance filters.alternatives
get_economic_events
trading-economics-calendar-mcp
unknownFetch economic calendar events with filters for countries, importance, and date range.alternatives
get_today_economic_events
trading-economics-calendar-mcp
unknownFetch today's economic events with optional country and importance filters.alternatives
get_high_impact_events
trading-economics-calendar-mcp
unknownFetch high-impact economic events with optional country and date range filters.alternatives
get_events_by_country
trading-economics-calendar-mcp
unknownFetch economic events for a specific country with optional date range and importance filters.alternatives
reverse_geocode
io.github.danishashko/geocode-mcp
unknownThe address at a given latitude/longitudealternatives
geocode
io.github.danishashko/geocode-mcp
unknownRanked coordinate matches for an address/place/landmarkalternatives
distance_between
io.github.danishashko/geocode-mcp
unknownStraight-line distance between two named placesalternatives
create_workflow
io.github.dann26parr69/aifordatabase-mcp
unknownSQL condition steps + EMAIL/WEBHOOK actions on a cron schedule (stopIfEmpty turns a query into an alert condition)alternatives
run_workflow
io.github.dann26parr69/aifordatabase-mcp
unknownTrigger a workflow immediatelyalternatives
photo-analysis
memory-journal-mcp-server
unknownAnalyze patterns in your photo library, such as the most common times or days for photo shoots.alternatives
validate_pcd
mindscast-mcp
unknownValidate the extracted PCD JSON against the Mindscast schema.alternatives
darwin_stats
iflow-mcp_mcp-nixos
unknownmacOS configuration statisticsalternatives
random_cities_detailed_info
mseep-aviationstack-mcp
unknownGet detailed info on random cities.alternatives
random_countries_detailed_info
mseep-aviationstack-mcp
unknownGet detailed info on random countries.alternatives
list_airports
mseep-aviationstack-mcp
unknownList airports.alternatives
list_airlines
mseep-aviationstack-mcp
unknownList airlines.alternatives
flights_with_airline
mseep-aviationstack-mcp
unknownGet a random sample of flights for a specific airline.alternatives
historical_flights_by_date
mseep-aviationstack-mcp
unknownGet historical flights for a date (Basic plan+).alternatives
flight_arrival_departure_schedule
mseep-aviationstack-mcp
unknownGet arrival or departure schedules for a given airport and airline.alternatives
future_flights_arrival_departure_schedule
mseep-aviationstack-mcp
unknownGet future scheduled flights for a given airport, airline, and date.alternatives
random_aircraft_type
mseep-aviationstack-mcp
unknownGet random aircraft types.alternatives
random_airplanes_detailed_info
mseep-aviationstack-mcp
unknownGet detailed info on random airplanes.alternatives
get_flows
iflow-mcp_mcp-prefect
unknownGet flowsalternatives
get_task_runs_by_flow_run
iflow-mcp_mcp-prefect
unknownGet task runs by flow runalternatives
create_log
iflow-mcp_mcp-prefect
unknownCreate a logalternatives
get_logs
iflow-mcp_mcp-prefect
unknownGet logsalternatives
delete_variable
iflow-mcp_mcp-prefect
unknownDelete a variablealternatives
create_variable
iflow-mcp_mcp-prefect
unknownCreate a variablealternatives
get_variable
iflow-mcp_mcp-prefect
unknownGet a variablealternatives
get_variables
iflow-mcp_mcp-prefect
unknownGet variablesalternatives
update_variable
iflow-mcp_mcp-prefect
unknownUpdate a variablealternatives
convert_document
mseep-docling-mcp
unknownConvert a document file to Markdown using Doclingalternatives
get_user_info
mseep-eclass-mcp-server
unknownGet information about a specific useralternatives
index_document
mseep-elasticsearch7-mcp-server
unknownIndex a document into Elasticsearchalternatives
update_cell
mseep-excel-mcp-server
unknownUpdate a specific cell in an Excel filealternatives
read_excel
mseep-excel-mcp-server
unknownRead data from an Excel filealternatives
write_excel
mseep-excel-mcp-server
unknownWrite data to an Excel filealternatives
get_results
mseep-flac-mcp
unknownRetrieve simulation results and logsalternatives
list_simulations
mseep-flac-mcp
unknownList all simulations with their statusalternatives
create_model
@mcp-rune/mcp-rune
unknownCreate a new record for a model.alternatives
update_model
@mcp-rune/mcp-rune
unknownUpdate an existing record of a model.alternatives
delete_model
@mcp-rune/mcp-rune
unknownDelete a record of a model.alternatives
analysis_store
@mcp-rune/mcp-rune
unknownStore a finding in the analysis index.alternatives
analysis_act
@mcp-rune/mcp-rune
unknownPerform an action on a filtered subset of records.alternatives
analysis_summarize
@mcp-rune/mcp-rune
unknownSummarize findings across records.alternatives
analysis_clear
@mcp-rune/mcp-rune
unknownClear the analysis index for a model.alternatives
analysis_ingest
@mcp-rune/mcp-rune
unknownIngest data into the analysis index.alternatives
get_course_details
mountaineers-mcp
unknownGet full details for any course.alternatives
get_activity_details
mountaineers-mcp
unknownGet full details for any activity.alternatives
get_route_details
mountaineers-mcp
unknownGet full details for any route.alternatives
get_upcoming_activities
mountaineers-mcp
unknownSee your upcoming activities.alternatives
get_course_enrollments
mountaineers-mcp
unknownSee your course enrollments.alternatives
get_badges
mountaineers-mcp
unknownView your earned badges and certifications.alternatives
get_member_profile
mountaineers-mcp
unknownView member profiles.alternatives
get_table_stats
io.github.davidalbertonogueira/redshift-mcp-server
unknownGet statistics for a table including row count, size, and distributionalternatives
search_columns
io.github.davidalbertonogueira/redshift-mcp-server
unknownSearch for columns across all schemas by name patternalternatives
get_trends
npm-trends-mcp
unknownReturns a historical time series for a keyword.alternatives
get_top_trends
npm-trends-mcp
unknownReturns today's live trending items.alternatives
equities_option_chain
nse-mcp
unknownGet equities option chainalternatives
currency_option_chain
nse-mcp
unknownGet currency option chainalternatives
option_chain_contract_info
nse-mcp
unknownGet option chain contract infoalternatives
corporate_announcements
nse-mcp
unknownGet corporate announcementsalternatives
symbol_meta
nse-mcp
unknownGet symbol metadataalternatives
stock_df
nse-mcp
unknownGet historical stock data as dataframealternatives
derivatives_df
nse-mcp
unknownGet historical derivatives data as dataframealternatives
bhavcopy
nse-mcp
unknownGet bhavcopy dataalternatives
market_status
nse-mcp
unknownGet current market statusalternatives
market_turnover
nse-mcp
unknownGet market turnoveralternatives
pre_open_market
nse-mcp
unknownGet pre-open market dataalternatives
top_stocks
nse-mcp
unknownGet top stocksalternatives
holiday_list
nse-mcp
unknownGet holiday listalternatives
live_fno
nse-mcp
unknownGet live F&O dataalternatives
block_deal_session
nse-mcp
unknownGet block deal session dataalternatives
all_indices
nse-mcp
unknownGet all indicesalternatives
live_index
nse-mcp
unknownGet live index dataalternatives
index_list
nse-mcp
unknownGet list of indicesalternatives
index_df
nse-mcp
unknownGet index data as dataframealternatives
index_pe_df
nse-mcp
unknownGet index PE data as dataframealternatives
index_option_chain
nse-mcp
unknownGet index option chainalternatives
create_account_holder
ntropy-mcp
unknownCreate an account holder using the Ntropy APIalternatives
enrich_transaction
ntropy-mcp
unknownEnrich a transaction using the Ntropy APIalternatives
generate_demo_data
oceanbase-mcp-server3
unknownGenerate test data for tablesalternatives
list_executions
ona-mcp
unknownView execution historyalternatives
get_execution
ona-mcp
unknownGet execution details and logsalternatives
create_article
openalmanac-mcp
unknownCreate a new article.alternatives
memory_stats
io.github.kira-autonoma/agent-memory-mcp
unknownGet counts and averages for the memory store.alternatives
mcp_meta_ads_get_account_pages
rgo-meta-ads-mcp
unknownGet pages associated with a Meta Ads accountalternatives
mcp_meta_ads_get_campaign_details
rgo-meta-ads-mcp
unknownGet detailed information about a specific campaignalternatives
mcp_meta_ads_get_ad_accounts
rgo-meta-ads-mcp
unknownGet ad accounts accessible by a useralternatives
mcp_meta_ads_get_account_info
rgo-meta-ads-mcp
unknownGet detailed information about a specific ad accountalternatives
mcp_meta_ads_get_campaigns
rgo-meta-ads-mcp
unknownGet campaigns for a Meta Ads account with optional filteringalternatives
JSONQuery
io.github.knewstimek/agent-tool
unknownQuery JSON files with dot-notation pathsalternatives
TOMLQuery
io.github.knewstimek/agent-tool
unknownQuery TOML files with dot-notation paths. Supports TOML-specific typesalternatives
YAMLQuery
io.github.knewstimek/agent-tool
unknownQuery YAML files with dot-notation pathsalternatives
botindex_query_intelligence_full
io.github.Cyberweasel777/botindex-mcp-server
unknownFull endpoint-level demand intelligencealternatives
botindex_network_intelligence
io.github.Cyberweasel777/botindex-mcp-server
unknownDetailed ecosystem scoring with all componentsalternatives
botindex_whale_alerts
io.github.Cyberweasel777/botindex-mcp-server
unknownHyperliquid whale position alertsalternatives
botindex_funding_arb
io.github.Cyberweasel777/botindex-mcp-server
unknownFunding rate arbitrage opportunitiesalternatives
botindex_correlation_matrix
io.github.Cyberweasel777/botindex-mcp-server
unknownToken correlation matrixalternatives
botindex_zora_trending
io.github.Cyberweasel777/botindex-mcp-server
unknownZora trending coinsalternatives
preview_order
io.github.CydVilla/peckish
unknownPreview the current order with fees and totals.alternatives
get_menu
io.github.CydVilla/peckish
unknownGet the menu for a specific restaurant.alternatives
publish_json
io.github.kochetkov-ma/brewpage-mcp
unknownPublish a JSON document to BrewPage. Returns a public URL and owner token.alternatives
get_json
io.github.kochetkov-ma/brewpage-mcp
unknownFetch a published JSON document by namespace and ID.alternatives
update_json
io.github.kochetkov-ma/brewpage-mcp
unknownUpdate an existing JSON document in place, preserving its short URL.alternatives
get_user
@42clouds/mcp-core
unknownGet details of a specific useralternatives
list_users
@42clouds/mcp-core
unknownList all usersalternatives
calculator
xylent-mcp-python
unknownPerform arithmetic operationsalternatives
fetch_comments
io.github.latent-9/reddit-growth-mcp
unknownRaw data access for commentsalternatives
analyze_acceptance
io.github.latent-9/reddit-growth-mcp
unknownRemoval rate and what tends to get removed; official rules when credentials are presentalternatives
fetch_posts
io.github.latent-9/reddit-growth-mcp
unknownRaw data access for postsalternatives
fetch_multiple
io.github.latent-9/reddit-growth-mcp
unknownRaw data access for multiple itemsalternatives
analyze_post_patterns
io.github.latent-9/reddit-growth-mcp
unknownWhat performs in a sub: timing, media, title style, flair, keywords, by a configurable metricalternatives
compare_subreddits
io.github.latent-9/reddit-growth-mcp
unknownRank subreddits by growth (typical reach + viral upside), with traffic, discussion, removal risk, and a safety labelalternatives
analyze_subreddit
io.github.latent-9/reddit-growth-mcp
unknownEstimate a subreddit's activity (posts/day); uses the archive without credentialsalternatives
extract_text
pdf_oxide_mcp
unknownExtract text from a PDF page by index.alternatives
update_project
io.github.dishui/motion-mcp-public
unknownUpdate project fieldsalternatives
resolve_airports
io.github.leojg/rihla
unknownQuota-free IATA validation and enrichmentalternatives
get_restroom_status
io.github.DanielOrtiz0220/nyc-restroom-mcp
unknownLooks up one restroom by name or coordinates, including its most recent NYC Parks inspection rating, where one exists.alternatives
import_registry_skill
@skill-hub/mcp-server
unknownPreview, then confirm a normalized private import pending separate reviewalternatives
get_project_settings
iflow-mcp_tooflex-davinci-resolve-mcp
unknownGet project settingsalternatives
get_performance_stats
iflow-mcp_tradingview-chart-mcp
unknownGet performance statistics for the optimized TradingView MCP server.alternatives
specter_list_projects
io.github.dirtcubeinteractive/specter-skills
unknownList all Specter projects you have access toalternatives
specter_get_project
io.github.dirtcubeinteractive/specter-skills
unknownGet details of a specific Specter projectalternatives
get_architecture
io.github.divu2025/codemaster
unknownGet a full architecture overviewalternatives
organization_enrichment
iflow-mcp_edwardchoh-apollo-io-mcp-server
unknownUse the Organization Enrichment endpoint to enrich data for 1 company.alternatives
people_enrichment
iflow-mcp_edwardchoh-apollo-io-mcp-server
unknownUse the People Enrichment endpoint to enrich data for 1 person.alternatives
ip_lookup
io.github.malamutemayhem/ipapi
unknownLook up geolocation data for a single IP address.alternatives
ip_batch
io.github.malamutemayhem/ipapi
unknownLook up geolocation data for multiple IP addresses.alternatives
get_trademark_details
io.github.malamutemayhem/ipaustralia
unknownGet details of a specific Australian trademark.alternatives
get_geographic_performance
ameydabhade/google-ads-mcp
unknownPerformance by locationalternatives
get_audience_demographics
ameydabhade/google-ads-mcp
unknownAge and genderalternatives
goods_add
io.github.dontsovcmc/cdek
unknownДобавить товар (название, вес, габариты, цена)alternatives
goods_remove
io.github.dontsovcmc/cdek
unknownУдалить товар по названиюalternatives
goods_list
io.github.dontsovcmc/cdek
unknownСписок всех товаровalternatives
pipe_read_output
devglide
unknownRead output from a pipe stagealternatives
pipe_submit
devglide
unknownSubmit result to a pipe stagealternatives
brands
andreabuttarelli/anomalia-cli
unknownList all brands associated with the account.alternatives
dashboard
andreabuttarelli/anomalia-cli
unknownShow the dashboard for a brand.alternatives
content
andreabuttarelli/anomalia-cli
unknownList content items for a brand, optionally filtered by status.alternatives
approve
andreabuttarelli/anomalia-cli
unknownApprove content items for a brand, optionally all pending.alternatives
plan
andreabuttarelli/anomalia-cli
unknownGenerate a content plan for a brand.alternatives
post
andreabuttarelli/anomalia-cli
unknownManage a specific post: show, edit, regenerate, slide, reorder, video, or publish.alternatives
weekly-plan
andreabuttarelli/anomalia-cli
unknownGenerate a weekly content plan for a brand.alternatives
gtm
andreabuttarelli/anomalia-cli
unknownManage go-to-market strategy for a brand.alternatives
studio
andreabuttarelli/anomalia-cli
unknownAccess the brand studio.alternatives
voice
andreabuttarelli/anomalia-cli
unknownManage brand voice settings.alternatives
people
andreabuttarelli/anomalia-cli
unknownManage people associated with the brand.alternatives
products
andreabuttarelli/anomalia-cli
unknownManage products for the brand.alternatives
seo
andreabuttarelli/anomalia-cli
unknownRun an SEO audit for a brand.alternatives

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.