AI agent tool reliability // full index

Categories

data 213219 · knowledge 158726 · other 129375 · search 78434 · devops 72229 · finance 66630 · code 59196 · communication 54469 · productivity 51260 · files 48122 · media 45674 · security 45151 · web 44750 · retrieval 39598 · database 30909 · ml 25858 · browser 23411 · email 14986 · calendar 6730 · payments 6618 · analytics 5850 · network 2426 · blockchain 2216 · health 1997 · research 1940 · marketing 1706 · crm 1555 · memory 1378 · storage 1056 · social 1021 · ecommerce 960 · advertising 939 · seo 761 · design 741 · news 726 · commerce 676 · project 551 · api 530 · monitoring 481 · system 469 · compliance 439 · project management 391 · education 288 · debug 283 · content 263 · weather 217 · automation 207 · testing 191 · accessibility 188 · cloud 182 · fitness 176 · observability 172 · hardware 166 · account 165 · identity 159 · workflow 157 · marketplace 149 · mobile 149 · integration 144 · debugging 140

Tools

• find_stop kensantoso/ptv-mcp — Name to stop id. Call this first; ids are not guessable
• plan_trip kensantoso/ptv-mcp — Journeys between two stops, direct or one change
• last_service kensantoso/ptv-mcp — What is left tonight, including after midnight
• service_alerts kensantoso/ptv-mcp — Current disruptions and how late each line is running
• getColumns igorolv/jdbc-mcp-server — List columns of a table in a specified connection
• getIndexes igorolv/jdbc-mcp-server — List indexes of a table in a specified connection
• findQueriesByTable igorolv/jdbc-mcp-server — Find catalog queries referencing a given table
• listConnections igorolv/jdbc-mcp-server — List databases this server serves
• getForeignKeys igorolv/jdbc-mcp-server — List foreign keys of a table in a specified connection
• getViews igorolv/jdbc-mcp-server — List views in a specified connection
• getFunctions igorolv/jdbc-mcp-server — List functions in a specified connection
• getExecutionPlan igorolv/jdbc-mcp-server — Get execution plan for a SQL query on a specified connection
• query igorolv/jdbc-mcp-server — Execute a read-only SQL query (SELECT/WITH/EXPLAIN) on a specified connection
• getTables igorolv/jdbc-mcp-server — List tables in a specified connection
• searchObjects igorolv/jdbc-mcp-server — Case-insensitive substring search across database objects
• invalidateUsageCatalogCache igorolv/jdbc-mcp-server — Drop runtime index, rebuild on next lookup
• listSchemas igorolv/jdbc-mcp-server — List schemas, hiding system schemas by default
• listTables igorolv/jdbc-mcp-server — List tables and views in a schema
• describeTable igorolv/jdbc-mcp-server — Full object description: columns, keys, indexes, constraints
• schemaLint igorolv/jdbc-mcp-server — Schema lint audit for common design issues
• rebuildCatalog igorolv/jdbc-mcp-server — Rebuild persistent structure snapshot and usage index
• sampleRows igorolv/jdbc-mcp-server — Return a few rows from a table or view
• columnStats igorolv/jdbc-mcp-server — Basic column statistics: total, non-null, distinct, min, max
• columnDistribution igorolv/jdbc-mcp-server — Top-N most frequent values of a column with share
• columnHistogram igorolv/jdbc-mcp-server — Percentiles P25-P99 plus min, max, and null count
• tableStats igorolv/jdbc-mcp-server — Table statistics
• indexStats igorolv/jdbc-mcp-server — Index statistics
• unusedIndexes igorolv/jdbc-mcp-server — Find unused indexes
• redundantIndexes igorolv/jdbc-mcp-server — Find redundant indexes
• fkIndexCoverage igorolv/jdbc-mcp-server — Check FK index coverage
• getTriggerDefinition igorolv/jdbc-mcp-server — Get trigger body for a named trigger
• getViewDefinition igorolv/jdbc-mcp-server — Get SQL definition of a view
• listRoutines igorolv/jdbc-mcp-server — List functions, procedures, and packages in a schema
• getRoutineDefinition igorolv/jdbc-mcp-server — Get function or procedure source code
• listSequences igorolv/jdbc-mcp-server — List sequences in one schema or across schemas
• tableContext igorolv/jdbc-mcp-server — Context around one table with FK parents and children
• findJoinPaths igorolv/jdbc-mcp-server — Find JOIN paths between two tables through FKs
• schemaBrief igorolv/jdbc-mcp-server — Plain-text full-schema map for SQL authoring
• schemaGraph igorolv/jdbc-mcp-server — Schema relationship graph metrics and shortest path
• queryContext igorolv/jdbc-mcp-server — Build compact SQL-authoring context from search terms or tables
• schemaGraphDot igorolv/jdbc-mcp-server — DOT/Graphviz representation of schema relationship graph
• usageCatalogStatus igorolv/jdbc-mcp-server — Current usage catalog state and configuration
• getQuery igorolv/jdbc-mcp-server — Full record of a catalog query
• listQueries igorolv/jdbc-mcp-server — Paginated listing of catalog queries with filters
• findQueriesByColumn igorolv/jdbc-mcp-server — Find catalog queries referencing a given column
• observedRelationships igorolv/jdbc-mcp-server — Aggregate observed equi-join pairs across stored queries
• listKnownTags igorolv/jdbc-mcp-server — List tags used in catalog with query counts
• listKnownDomains igorolv/jdbc-mcp-server — List business domains used in catalog with counts
• listKnownKinds igorolv/jdbc-mcp-server — List source kinds used in catalog with counts
• executeQuery igorolv/jdbc-mcp-server — Execute a SELECT, WITH, or EXPLAIN statement
• explainQuery igorolv/jdbc-mcp-server — Return the execution plan for a query
• analyzePlan igorolv/jdbc-mcp-server — Compact LLM-oriented plan summary with cost and risk analysis
• validateQuery igorolv/jdbc-mcp-server — Validate syntax without execution, with read-only guard
• inspectQuery igorolv/jdbc-mcp-server — Parse SQL and return AST summary without touching database
• queryLint igorolv/jdbc-mcp-server — Parse SQL and return advisory warnings from metadata checks
• resolveQueryLineage igorolv/jdbc-mcp-server — Resolve objects referenced by query and expand views to base tables
• benchmarkQuery igorolv/jdbc-mcp-server — Run query multiple times and return timing statistics
• timedQuery igorolv/jdbc-mcp-server — Execute query with wall-clock timing and pg_stat_statements diff
• getSequences igorolv/jdbc-mcp-server — List sequences in a specified connection
• analyze_series davidesg/ART MCP Server — Starts a guided or autonomous Box-Jenkins-Treadway analysis of a time series, driving the iterative model-building workflow.
• describe_boxcox davidesg/ART MCP Server — Provides a summary of the Box-Cox transformation diagnostics for a time series.
• describe_identification davidesg/ART MCP Server — Provides identification diagnostics (ACF/PACF, stationarity tests) for a time series.
• model_equation davidesg/ART MCP Server — Returns the equation of the current or specified model.
• action1_list_organizations molnkontakt/action1-mcp — Lists all organizations accessible to the API user.
• action1_list_endpoints molnkontakt/action1-mcp — Lists managed endpoints.
• action1_list_endpoint_groups molnkontakt/action1-mcp — Lists endpoint groups.
• action1_list_installed_apps molnkontakt/action1-mcp — Lists installed applications on endpoints.
• action1_list_missing_updates molnkontakt/action1-mcp — Lists missing updates for endpoints.
• action1_list_scripts molnkontakt/action1-mcp — Lists scripts.
• action1_list_reports molnkontakt/action1-mcp — Lists reports.
• action1_list_vulnerability_remediations molnkontakt/action1-mcp — Lists remediation actions for a specific vulnerability.
• action1_whoami molnkontakt/action1-mcp — Returns information about the current API user.
• action1_get_organization molnkontakt/action1-mcp — Gets details of a specific organization.
• action1_get_endpoint molnkontakt/action1-mcp — Gets details of a specific endpoint.
• action1_list_discovered_endpoints molnkontakt/action1-mcp — Lists discovered (unmanaged) endpoints.
• action1_get_endpoint_group_members molnkontakt/action1-mcp — Lists members of a specific endpoint group.
• action1_list_packages molnkontakt/action1-mcp — Lists software packages.
• action1_list_vulnerabilities molnkontakt/action1-mcp — Lists vulnerabilities.
• action1_get_vulnerability molnkontakt/action1-mcp — Gets details of a specific vulnerability.
• action1_list_vulnerability_endpoints molnkontakt/action1-mcp — Lists endpoints affected by a specific vulnerability.
• action1_list_policies molnkontakt/action1-mcp — Lists policies.
• action1_get_policy_results molnkontakt/action1-mcp — Gets results of a specific policy.
• action1_list_automations molnkontakt/action1-mcp — Lists automations.
• action1_get_report_data molnkontakt/action1-mcp — Gets data of a specific report.
• push_attribution_event sunsiyuan/human-survey — Push a conversion event keyed on external user ID
• get_form sunsiyuan/human-survey — Get details of a specific form
• list_forms sunsiyuan/human-survey — List all forms for the authenticated account
• configure_form sunsiyuan/human-survey — Configure a form with nodes and candidates (immutable snapshot)
• get_responses sunsiyuan/human-survey — Get a cursor stream of responses for a form
• get_rollup sunsiyuan/human-survey — Get aggregated attribution results for a form
• get_unresolved sunsiyuan/human-survey — Get free-text responses awaiting a mapping
• create_remap sunsiyuan/human-survey — Resolve free-text responses retroactively via a remap table
• get_catalog sunsiyuan/human-survey — Get the platform catalog with labels, marks, and aliases
• create_form sunsiyuan/human-survey — Create a new attribution form with a name and allowed origins
• emailinabox_dns_check jyswee/EmailInABox MCP Server — Verify DNS propagation for a domain
• emailinabox_boxes jyswee/EmailInABox MCP Server — List mailboxes
• emailinabox_box_delete jyswee/EmailInABox MCP Server — Delete a mailbox
• emailinabox_alias_delete jyswee/EmailInABox MCP Server — Delete an alias
• emailinabox_analytics jyswee/EmailInABox MCP Server — Get analytics overview
• emailinabox_admin_billing jyswee/EmailInABox MCP Server — MRR/ARR/revenue (superadmin).

more →