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_sentiment
shingou-io/shingou
unknownGet current point-in-time crypto market sentiment for one or more symbols.alternatives
get_sentiment_history
shingou-io/shingou
unknownGet historical sentiment series for a symbol, with as-of timestamps and reconstruction flags.alternatives
get_events
shingou-io/shingou
unknownGet dominant event types and source articles behind the sentiment signal.alternatives
get_symbols
shingou-io/shingou
unknownList available asset symbols supported by the API.alternatives
list_tags
io.github.alptekin/evolutiondb-memory
unknownAll distinct tags in use, with countsalternatives
batch_update_values
yangchoi/MCP Google Sheets Server
unknownUpdate multiple ranges in a single API call.alternatives
read_range
yangchoi/MCP Google Sheets Server
unknownRead cell values in A1 notation.alternatives
update_range
yangchoi/MCP Google Sheets Server
unknownOverwrite cells in a specific range.alternatives
append_row
yangchoi/MCP Google Sheets Server
unknownAppend one or more rows after the last row with data.alternatives
clear_range
yangchoi/MCP Google Sheets Server
unknownClear values in a range without deleting formatting.alternatives
get_mod
JShort-bufr/CurseForge ARK MCP Server
unknownGet details of a specific mod by project ID.alternatives
list_mod_files
JShort-bufr/CurseForge ARK MCP Server
unknownList files published for a mod.alternatives
get_mod_file
JShort-bufr/CurseForge ARK MCP Server
unknownGet details of a specific file of a mod.alternatives
get_latest_file
JShort-bufr/CurseForge ARK MCP Server
unknownGet the latest file for a mod, useful for update checks.alternatives
resolve_mod_dependencies
JShort-bufr/CurseForge ARK MCP Server
unknownResolve dependencies of a mod, batched per level.alternatives
get_restaurant_details
posdo-io/PosDO MCP Server
unknownFull profile for a restaurant by slugalternatives
get_restaurant_reviews
posdo-io/PosDO MCP Server
unknownPaginated reviews with star and date filtersalternatives
get_flow_offers
posdo-io/PosDO MCP Server
unknownToday's time-based discount slots for a restaurantalternatives
w3_can_index_add
alexbakers/mcp-ipfs
unknownAdd an indexalternatives
get_workflow_event
temporal
unknownRetrieve a single workflow history event with decoded payload fields when presentalternatives
get_variant_summary
berntpopp/litvar-link
unknownDetailed information about a single variant.alternatives
generate_report
nitingupta95/Expense Tracker MCP Server
unknownGenerate a spending report for a date range, returned as Markdown or CSV.alternatives
extract_timeseries
nc-mcp
unknownExtracts time series data from a spatial variable.alternatives
list_netcdf_files
nc-mcp
unknownLists all NetCDF files in a directory.alternatives
get_netcdf_info
nc-mcp
unknownReturns metadata and structure of a NetCDF file (dimensions, variables, attributes).alternatives
get_variable_data
nc-mcp
unknownExtracts data from a specific variable (supports slicing and sampling).alternatives
get_product
GoTolstoy/mcp
unknownFull product details: description, variants, price, media, the brand's videos, and buy/cart links.alternatives
list_collections
GoTolstoy/mcp
unknownList the catalog collections for a connected store.alternatives
browse_products
GoTolstoy/mcp
unknownBrowse catalog products and collections for a connected store.alternatives
list_stores
GoTolstoy/mcp
unknownList the connected stores on your account; widget, catalog, and product tools can target any of them.alternatives
timer_search
tubasasakunn/context-apps-mcp
unknownSearch timer sessionsalternatives
timer_insert
tubasasakunn/context-apps-mcp
unknownInsert a new timer sessionalternatives
timer_update
tubasasakunn/context-apps-mcp
unknownUpdate an existing timer sessionalternatives
timer_delete
tubasasakunn/context-apps-mcp
unknownDelete a timer sessionalternatives
compare_prayer_books
dodopok/estevao-mcp
unknownSide-by-side comparison of 2–4 prayer books for the same day or officealternatives
list_celebrations
dodopok/estevao-mcp
unknownBrowse the sanctoral calendar with filters (type, movable, year)alternatives
list_prayer_books
dodopok/estevao-mcp
unknownAvailable prayer books (11 editions, pt-BR/en/es) and Bible versionsalternatives
list_team_projects
stuffbucket/figmma
unknownList all projects in a teamalternatives
price_assortment
dragan-mytime/mytime-mcp
unknownRetrieves price and assortment data for tracked products.alternatives
get_inventory_velocity
dragan-mytime/mytime-mcp
unknownRetrieves inventory depletion velocity for tracked products.alternatives
compare_market_share
dragan-mytime/mytime-mcp
unknownCompares market share across competitors based on estimated sales.alternatives
social_benchmark
dragan-mytime/mytime-mcp
unknownBenchmarks social media performance metrics against competitors.alternatives
list_projects
BranderUX/BranderUX MCP
unknownLists all BranderUX projects accessible to the user.alternatives
get_project
BranderUX/BranderUX MCP
unknownRetrieves details of a specific BranderUX project.alternatives
create_project
BranderUX/BranderUX MCP
unknownCreates a new BranderUX project.alternatives
update_brand_settings
BranderUX/BranderUX MCP
unknownUpdates brand settings for a project.alternatives
snapshot_list
AIops-tools/truenas-aiops
unknownList all snapshots on the TrueNAS system.alternatives
snapshot_create
AIops-tools/truenas-aiops
unknownCreate a snapshot of a dataset.alternatives
dataset_get
AIops-tools/truenas-aiops
unknownGet detailed information about a specific dataset.alternatives
dataset_create
AIops-tools/truenas-aiops
unknownCreate a new dataset on the TrueNAS system.alternatives
pool_get
AIops-tools/truenas-aiops
unknownGet detailed information about a specific storage pool.alternatives
snapshot_delete
AIops-tools/truenas-aiops
unknownDelete a snapshot.alternatives
disk_list
AIops-tools/truenas-aiops
unknownList all disks on the TrueNAS system.alternatives
smart_test_results
AIops-tools/truenas-aiops
unknownGet SMART test results for disks.alternatives
replication_list
AIops-tools/truenas-aiops
unknownList all replication tasks.alternatives
pool_health_rca
AIops-tools/truenas-aiops
unknownPerform root cause analysis on pool health issues, citing measured indicators.alternatives
undo_apply
AIops-tools/truenas-aiops
unknownApply an undo operation to revert a previous write.alternatives
weather_public_alerts
w00dbury/environment-mcp
unknownRetrieves public weather alerts for a location.alternatives
air_quality_current_conditions
w00dbury/environment-mcp
unknownRetrieves current air quality conditions for a location.alternatives
air_quality_forecast
w00dbury/environment-mcp
unknownRetrieves air quality forecast for a location.alternatives
air_quality_history
w00dbury/environment-mcp
unknownRetrieves historical air quality data for a location.alternatives
pollen_forecast
w00dbury/environment-mcp
unknownRetrieves pollen forecast for a location.alternatives
weather_current_conditions
w00dbury/environment-mcp
unknownRetrieves current weather conditions for a location.alternatives
weather_forecast_days
w00dbury/environment-mcp
unknownRetrieves daily weather forecast for a location.alternatives
weather_forecast_hours
w00dbury/environment-mcp
unknownRetrieves hourly weather forecast for a location.alternatives
weather_history_hours
w00dbury/environment-mcp
unknownRetrieves historical hourly weather data for a location.alternatives
list_competitions
pipeworx-io/mcp-football-data
unknownList competitions accessible on your plan. Free tier: 12 majors. Use the returned `code` (e.g., "PL", "PD", "CL") for downstream calls.alternatives
get_competition_matches
pipeworx-io/mcp-football-data
unknownList matches in a competition. Filter by status (SCHEDULED, LIVE, IN_PLAY, PAUSED, FINISHED, POSTPONED, SUSPENDED, CANCELLED), date range, malternatives
get_competition_standings
pipeworx-io/mcp-football-data
unknownLeague table for a competition season. Returns total / home / away tables.alternatives
get_team_matches
pipeworx-io/mcp-football-data
unknownA team's matches across competitions. Filter by status, date range, competitions, season, or venue.alternatives
get_agent_profile
ArbenDemajXai/nofomo-mcp-server
unknownView an agent's profile, personality & statsalternatives
get_trending_debates
ArbenDemajXai/nofomo-mcp-server
unknownGet current debates with agent positionsalternatives
get_comments
ArbenDemajXai/nofomo-mcp-server
unknownGet comments on an articlealternatives
get_ratings
ArbenDemajXai/nofomo-mcp-server
unknownGet article ratings & reviewsalternatives
rate_article
ArbenDemajXai/nofomo-mcp-server
unknownRate an article (1-5 stars + review)alternatives
rate_agent
ArbenDemajXai/nofomo-mcp-server
unknownRate an AI agent (1-5 stars)alternatives
find_route
carloscrcalderon/Transporter CC MCP Server
unknownBusca rutas entre origen y destino (directas o con transbordo)alternatives
get_stops
carloscrcalderon/Transporter CC MCP Server
unknownLista completa de paraderosalternatives
get_routes_at_stop
carloscrcalderon/Transporter CC MCP Server
unknownRutas que paran en una estación/paraderoalternatives
get_route_info
carloscrcalderon/Transporter CC MCP Server
unknownRecorrido y paraderos de una rutaalternatives
nearby_stops
carloscrcalderon/Transporter CC MCP Server
unknownEncuentra paraderos cercanos a una ubicaciónalternatives
get_bus_locations
carloscrcalderon/Transporter CC MCP Server
unknownPosiciones GPS de buses en una ruta, con distancia a un punto de referenciaalternatives
get_arrivals
carloscrcalderon/Transporter CC MCP Server
unknownTiempos estimados de llegada de buses a un paraderoalternatives
list_sheets
saikiyusuke/sparksheets-mcp
unknownGet a list of sheets.alternatives
create_sheet
saikiyusuke/sparksheets-mcp
unknownCreate a new sheet.alternatives
update_sheet
saikiyusuke/sparksheets-mcp
unknownEdit a sheet.alternatives
get_sheet_content
saikiyusuke/sparksheets-mcp
unknownGet sheet content with optional context control.alternatives
delete_sheet
saikiyusuke/sparksheets-mcp
unknownDelete a sheet.alternatives
add_column
saikiyusuke/sparksheets-mcp
unknownAdd a column to a sheet (max 3 columns).alternatives
append_to_sheet
saikiyusuke/sparksheets-mcp
unknownAppend content to the end of a specified column in a sheet.alternatives
remove_column
saikiyusuke/sparksheets-mcp
unknownRemove a column from a sheet.alternatives
get_column_info
saikiyusuke/sparksheets-mcp
unknownGet column information of a sheet.alternatives
sync_stats
saikiyusuke/sparksheets-mcp
unknownSync /stats output to SparkSheets.alternatives
get_stored_response_with_markdown
mseep-mcp-rquest
unknownConvert HTML or PDF responses to Markdown format for better LLM processingalternatives
funnels
NerdSnipe-Inc/GoHighLevel MCP
unknownList funnels, pages, page countsalternatives
products
NerdSnipe-Inc/GoHighLevel MCP
unknownProducts, prices, inventory, collections, reviews, store visibility & priorityalternatives
store
NerdSnipe-Inc/GoHighLevel MCP
unknownShipping carriers, zones, rates, and store settingsalternatives
businesses
NerdSnipe-Inc/GoHighLevel MCP
unknownCRUD businesses within a locationalternatives
associations
NerdSnipe-Inc/GoHighLevel MCP
unknownCRUD associations and association relations between recordsalternatives
objects
NerdSnipe-Inc/GoHighLevel MCP
unknownGet/update custom object schemas, list objects, CRUD & search object recordsalternatives
get_metadata
mcp-google-analytics-oauth2
unknownGet available dimensions and metrics for a Google Analytics propertyalternatives
get_realtime_data
mcp-google-analytics-oauth2
unknownGet real-time analytics data for current active users and activityalternatives
run_report
mcp-google-analytics-oauth2
unknownCreate comprehensive reports with custom dimensions and metricsalternatives
get_insights
mcp-google-analytics-oauth2
unknownGet predefined analytics insights for common use casesalternatives
create_ticket
Developyn/laver-mcp
unknownCreate a new ticketalternatives
archive_ticket
Developyn/laver-mcp
unknownMove a ticket to trash (recoverable for 30 days)alternatives
update_ticket
Developyn/laver-mcp
unknownUpdate an existing ticketalternatives
move_ticket
Developyn/laver-mcp
unknownMove a ticket to a different columnalternatives
delete_ticket
Developyn/laver-mcp
unknownPermanently delete a ticket already in trashalternatives
create_board
Developyn/laver-mcp
unknownCreate a new board, optionally from a templatealternatives
link_tickets
Developyn/laver-mcp
unknownLink two tickets with directionalternatives
unlink_tickets
Developyn/laver-mcp
unknownRemove any link between two ticketsalternatives
get_available_stocks
yashgoyalits/ScreenerInsights MCP Server
unknownReturns the list of stocks currently available in the screener domain, backed by Cloudflare R2 storage.alternatives
get_latest_quarter_details
yashgoyalits/ScreenerInsights MCP Server
unknownReturns the latest quarter details for a given stock, backed by Cloudflare R2 storage.alternatives
get_air_quality
air-quality-mcp
unknownCurrent air quality for a city -- US AQI, PM2.5, PM10, ozone, NO2, SO2, CO, plus a plain-language category.alternatives
run_scenario
inity13/scenariosim-mcp
unknownProject a pre-built template or a free-form model over time, returning per-period projections, key results, assumptions used, methodology, nalternatives
sensitivity_analysis
inity13/scenariosim-mcp
unknownVary one or more inputs one-at-a-time and report impact on a target metric, with elasticity, output range, and ranking of most influential ialternatives
break_even
inity13/scenariosim-mcp
unknownSolve for the input value required to make a target metric hit a target value using deterministic bisection.alternatives
compare_scenarios
inity13/scenariosim-mcp
unknownRun 2-3 scenarios side-by-side with deltas vs a baseline and an optional winner.alternatives
batch_save
@smallironman/mcp-memory-keeper
unknownSave multiple items atomically in a batch operationalternatives
batch_update
@smallironman/mcp-memory-keeper
unknownUpdate multiple items atomically in a batch operationalternatives
batch_delete
@smallironman/mcp-memory-keeper
unknownDelete multiple items atomically in a batch operationalternatives
export_context
@smallironman/mcp-memory-keeper
unknownExport context for backup and sharingalternatives
import_context
@smallironman/mcp-memory-keeper
unknownImport context from backupalternatives
get_change_tracking
@smallironman/mcp-memory-keeper
unknownSee what's been added, modified, or deleted since any pointalternatives
get_range
BitmapAsset/Dear Agent
unknownRead entries between two dates.alternatives
get_stats
proofsh/obsidian-notes-rag
unknownShow index statisticsalternatives
reindex
proofsh/obsidian-notes-rag
unknownRebuild the index (chunks and link graph)alternatives
get_day_ahead_prices
lars-kerkhof/Steddion Energy MCP Server
unknownUurlijkse day-ahead prijzen (EUR/MWh) via ENTSO-Ealternatives
get_imbalance_prices
lars-kerkhof/Steddion Energy MCP Server
unknownKwartierlijkse onbalansprijzen via TenneTalternatives
get_weather_forecast
lars-kerkhof/Steddion Energy MCP Server
unknownWind, zon (GHI) en temperatuur via Open-Meteoalternatives
get_recent_errors
andrmish/Make Monitor MCP
unknownGet recent errors from Make executions.alternatives
list_scenarios
andrmish/Make Monitor MCP
unknownList all scenarios in the Make team.alternatives
get_execution_details
andrmish/Make Monitor MCP
unknownGet details of a specific execution.alternatives
update_deal
mseep-mcp-server-hubspot
unknownUpdate an existing dealalternatives
delete_deal
mseep-mcp-server-hubspot
unknownDelete a dealalternatives
create_engagement
mseep-mcp-server-hubspot
unknownCreate a new engagement (meeting, note, task)alternatives
update_company
mseep-mcp-server-hubspot
unknownUpdate an existing companyalternatives
query
GiorgioHuang/aging-knowledge-graph
unknownExecute a competency question query against the graph.alternatives
get_node
GiorgioHuang/aging-knowledge-graph
unknownRetrieve a specific node from the knowledge graph by its ID.alternatives
kuailian_get_stats
cn.3ceng/kuailian
unknownGet visit statistics (members only)alternatives
get_customer
mohitmistry-cmyk/QuickBooks Online MCP Server
unknownGet customer by IDalternatives
create_customer
mohitmistry-cmyk/QuickBooks Online MCP Server
unknownCreate a new customeralternatives
update_customer
mohitmistry-cmyk/QuickBooks Online MCP Server
unknownUpdate customer detailsalternatives
delete_customer
mohitmistry-cmyk/QuickBooks Online MCP Server
unknownDelete a customeralternatives
search_customers
mohitmistry-cmyk/QuickBooks Online MCP Server
unknownSearch customers with filtersalternatives
content_keyword_index
DevnorsAI/Devnors Data MCP Server
unknownKeyword traffic indexalternatives
data_query
DevnorsAI/Devnors Data MCP Server
unknownUnified entry for any domain + typealternatives
enterprise_company_detail
DevnorsAI/Devnors Data MCP Server
unknownCompany registration detailsalternatives
enterprise_annual_report
DevnorsAI/Devnors Data MCP Server
unknownAnnual reportsalternatives
enterprise_tax_invoice
DevnorsAI/Devnors Data MCP Server
unknownTax invoice informationalternatives
enterprise_shixin_check
DevnorsAI/Devnors Data MCP Server
unknownDishonest judgment debtor checkalternatives
enterprise_zhixing_check
DevnorsAI/Devnors Data MCP Server
unknownEnforcement debtor checkalternatives
get_user_activity
mseep-mcp-server-naa
unknownGet activity summary for a specific useralternatives
solana_scan_pool_liquidity
Br0ski777/solana-pools-x402
unknownGet liquidity depth for Solana DEX pools by token mintalternatives
query_pensero
pensero-mcp-client
unknownQuery Pensero data models using natural languagealternatives
query_starrocks
mseep-mcp-server-starrocks
unknownExecute a SQL query on StarRocks and return resultsalternatives
describe_table
mseep-mcp-server-starrocks
unknownDescribe the schema of a specific tablealternatives
get
@1llum1n4t1/cws-mcp
unknownRead draft/published listing metadata (v1.1 API, deprecated Oct 2026)alternatives
update-metadata
@1llum1n4t1/cws-mcp
unknownUpdate listing metadata via v1.1 API (deprecated Oct 2026)alternatives
get_ingestion_status
pluck-mcp
unknownPoll pipeline progress (status, neo4j_ready)alternatives
list_connected_sources
pluck-mcp
unknownList all sources and connection statusalternatives
get_issue
pnd-jira-mcp
unknownGet details of a Jira issue by key.alternatives
update_fields
pnd-jira-mcp
unknownUpdate fields on a Jira issue.alternatives
update_ai_fields
pnd-jira-mcp
unknownUpdate AI-related custom fields.alternatives
get_transitions
pnd-jira-mcp
unknownGet available transitions for an issue.alternatives
transition_issue
pnd-jira-mcp
unknownTransition an issue to a new status.alternatives
get_boards
pnd-jira-mcp
unknownGet all Jira boards, optionally filtered by project or type.alternatives
get_sprints
pnd-jira-mcp
unknownGet sprints for a board.alternatives
get_active_sprint
pnd-jira-mcp
unknownGet the currently active sprint for a board.alternatives
get_sprint_issues
pnd-jira-mcp
unknownGet all issues in a sprint.alternatives
ubeats_report_delivery
naranmunkh/ubeats-bo-mcp
unknownХүргэлтийн тайлан (delivery report)alternatives
ubeats_report_items
naranmunkh/ubeats-bo-mcp
unknownХоолны тайлан (item-level report)alternatives
ubeats_report_order_duration
naranmunkh/ubeats-bo-mcp
unknownМерчант захиалгын хугацаа (order duration report)alternatives
ubeats_report_orders
naranmunkh/ubeats-bo-mcp
unknownЗахиалгын дэлгэрэнгүй тайлан (detailed orders report)alternatives
ubeats_report_meta
naranmunkh/ubeats-bo-mcp
unknownGet column and filter definitions for a reportalternatives
execute_function
mseep-mcp-server-unitycatalog
unknownExecute a Unity Catalog function with given parameters.alternatives
list_functions
mseep-mcp-server-unitycatalog
unknownList all available Unity Catalog functions.alternatives
pile.create
@pileless/mcp
unknownsubmit a new Pilealternatives
pile.seal
@pileless/mcp
unknownclose a Pile to further appendsalternatives
pile.add_item
@pileless/mcp
unknownappend to an open Pile (live-pile model)alternatives
pile.wait_for_resolution
@pileless/mcp
unknownlong-poll for resolution (default 60s)alternatives
list_assets
pytenable-mcp
unknownList assets via workbenchesalternatives
get_asset
pytenable-mcp
unknownFull details for an asset UUIDalternatives
search_assets
pytenable-mcp
unknownFilter by hostname / IPv4 / tagalternatives
export_assets
pytenable-mcp
unknownExport-API stream of assetsalternatives
list_scans
pytenable-mcp
unknownList scans (optional folder / last-modified filters)alternatives
get_scan
pytenable-mcp
unknownFull details of a single scan (incl. hosts, info)alternatives
launch_scan
pytenable-mcp
unknownLaunch a scan; optional target overridealternatives
get_scan_status
pytenable-mcp
unknownCurrent run status (running / completed / canceled)alternatives
list_scanners
pytenable-mcp
unknownCloud + on-prem scannersalternatives
list_folders
pytenable-mcp
unknownScan foldersalternatives
list_networks
pytenable-mcp
unknownLogical network segmentsalternatives
list_agents
pytenable-mcp
unknownConnected Nessus agentsalternatives
list_agent_groups
pytenable-mcp
unknownAgent groupsalternatives
list_tag_categories
pytenable-mcp
unknownAll tag categoriesalternatives
list_tag_values
pytenable-mcp
unknownTag values, optionally filtered by categoryalternatives
get_scan_results
pytenable-mcp
unknownSummarised host + severity countsalternatives
list_vulnerabilities
pytenable-mcp
unknownWorkbench query with severity / plugin / CVE filtersalternatives
export_vulnerabilities
pytenable-mcp
unknownExport-API stream of findingsalternatives

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.