all tools / database
As of the latest check, Glimind tracks 200 database AI agent (MCP) tools, of which 0 are healthy right now. The table below ranks them live-first by real-time reliability.
| tool | status | what it does | |
|---|---|---|---|
| list_tables krwhynot/Supabase Lite MCP Server | unknown | Lists all tables in specified schemas. | alternatives |
| list_extensions krwhynot/Supabase Lite MCP Server | unknown | Shows installed PostgreSQL extensions. | alternatives |
| list_migrations krwhynot/Supabase Lite MCP Server | unknown | Displays migration history. | alternatives |
| apply_migration krwhynot/Supabase Lite MCP Server | unknown | Applies DDL changes to the database. | alternatives |
| execute_sql krwhynot/Supabase Lite MCP Server | unknown | Runs SQL queries for data operations. | alternatives |
| gitlab_graphql Knuckles-Team/gitlab-api | unknown | Execute raw GraphQL queries and mutations natively on GitLab. | alternatives |
| gitlab_graphql_ops Knuckles-Team/gitlab-api | unknown | Run a typed GitLab GraphQL operation by name. | alternatives |
| list_customers growpanel/growpanel-mcp-server | unknown | List customers with MRR and subscription details | alternatives |
| sql_query resuly/io.github.resuly/daleads-mcp | unknown | Run a read-only SQL query for custom aggregation. Pro plan only. | alternatives |
| get_database_stats ravendb/ravendb-mcp | unknown | Get statistics for a database. | alternatives |
| get_cluster_overview ravendb/ravendb-mcp | unknown | Get an overview of the RavenDB cluster state, nodes, and topology. | alternatives |
| get_database_config ravendb/ravendb-mcp | unknown | Get configuration of a database. | alternatives |
| get_index ravendb/ravendb-mcp | unknown | Get details of an index. | alternatives |
| get_tasks ravendb/ravendb-mcp | unknown | Get tasks (e.g., replication, ETL, backup) for a database. | alternatives |
| get_live_workload ravendb/ravendb-mcp | unknown | Get live workload information for a database. | alternatives |
| inspect_storage ravendb/ravendb-mcp | unknown | Inspect storage details for a database. | alternatives |
| get_document_data ravendb/ravendb-mcp | unknown | Get document data from a database. | alternatives |
| sample_live_feed ravendb/ravendb-mcp | unknown | Sample the live feed of changes in a database. | alternatives |
| get_database_record ravendb/ravendb-mcp | unknown | Get the database record for a database. | alternatives |
| run_query ravendb/ravendb-mcp | unknown | Run an RQL query against a database. | alternatives |
| list_databases ravendb/ravendb-mcp | unknown | List all databases in the cluster. | alternatives |
| list_compare_exchange ravendb/ravendb-mcp | unknown | List compare-exchange items in a database. | alternatives |
| mcp_verify tonysheesh/MCP-Shield Pro | unknown | Verifies the cryptographic signature of a tool call payload to ensure integrity and prevent replay attacks. | alternatives |
| list_resources valv-dev/valv | unknown | Lists the resources (tables/collections) the agent can query, respecting policies. | alternatives |
| search_resources valv-dev/valv | unknown | Searches resources by name or description, respecting policies. | alternatives |
| describe_resource valv-dev/valv | unknown | Returns the schema (columns, types, relations) of a resource, respecting field-level policies. | alternatives |
| query valv-dev/valv | unknown | Executes a structured read query (Prisma-idiomatic) against the database, scoped by policies. | alternatives |
| get_schema almostjacked/health-mcp | unknown | The Postgres schema (two tables) and the metric registry (names, units, classes). Call before writing SQL for the query tool. | alternatives |
| query almostjacked/health-mcp | unknown | Escape hatch: run one read-only SQL statement (SELECT or WITH…SELECT) against the schema from get_schema. Writes/DDL rejected; LIMIT 500 enf | alternatives |
| remove_tag herbertkokholm/Cite Caddy | unknown | Remove a tag from an item | alternatives |
| delete_item_permanently herbertkokholm/Cite Caddy | unknown | Permanently delete an item from the Zotero library | alternatives |
| delete_note herbertkokholm/Cite Caddy | unknown | Delete a note | alternatives |
| move_item_to_different_library herbertkokholm/Cite Caddy | unknown | Move an item to a different library | alternatives |
| add_tag herbertkokholm/Cite Caddy | unknown | Add a tag to an item | alternatives |
| create_collection herbertkokholm/Cite Caddy | unknown | Create a new collection | alternatives |
| update_item herbertkokholm/Cite Caddy | unknown | Update an existing item in the Zotero library | alternatives |
| update_note herbertkokholm/Cite Caddy | unknown | Update an existing note | alternatives |
| add_note herbertkokholm/Cite Caddy | unknown | Add a note to an item | alternatives |
| delete_collection herbertkokholm/Cite Caddy | unknown | Delete a collection | alternatives |
| rename_collection herbertkokholm/Cite Caddy | unknown | Rename an existing collection | alternatives |
| session_list vmware-skills/vmware-vdi | unknown | List user sessions with optional filters (user, pool, state). | alternatives |
| dataprobe_query_sql lck-001/DataProbe MCP | unknown | execute a read SQL query through DataProbe | alternatives |
| read_query TidianeCisse777/MCP EcoTaxa | unknown | Execute a read-only SQL SELECT or CTE query, returning up to 500 rows. | alternatives |
| list_tables TidianeCisse777/MCP EcoTaxa | unknown | List all tables in the cache schema. | alternatives |
| describe_table TidianeCisse777/MCP EcoTaxa | unknown | Describe the columns of a given table. | alternatives |
| cache_status TidianeCisse777/MCP EcoTaxa | unknown | Inspect cache freshness and sync status. | alternatives |
| crehq_locations_list groundroof/CREHQ MCP Server | unknown | Store records by brand / state / category. | alternatives |
| crehq_location_get groundroof/CREHQ MCP Server | unknown | One location with full attributes & verification trace. | alternatives |
| postgres_list_schemas GatewayDev450/MCP Gateway Pro | unknown | List PostgreSQL schemas | alternatives |
| postgres_run_query GatewayDev450/MCP Gateway Pro | unknown | Run a read-only PostgreSQL query | alternatives |
| redis_get GatewayDev450/MCP Gateway Pro | unknown | Get a value from Redis | alternatives |
| redis_set GatewayDev450/MCP Gateway Pro | unknown | Set a value in Redis | alternatives |
| describe_label ptucholski/tasq | unknown | Set label description | alternatives |
| explain_query acquis-postgres-mcp | unknown | Get EXPLAIN plan for a query. | alternatives |
| execute_sql acquis-postgres-mcp | unknown | Execute a SQL query with safety checks and access control. | alternatives |
| get_index_tuning_recommendations acquis-postgres-mcp | unknown | Get index tuning recommendations based on workload. | alternatives |
| get_sequence_limits acquis-postgres-mcp | unknown | Check sequence limits and usage. | alternatives |
| simulate_index_impact acquis-postgres-mcp | unknown | Simulate the impact of hypothetical indexes on a query. | alternatives |
| get_history acquis-postgres-mcp | unknown | Get change history for a table or query. | alternatives |
| revert_to_point_in_time acquis-postgres-mcp | unknown | Revert data to a specific point in time. | alternatives |
| get_schema acquis-postgres-mcp | unknown | Retrieve the database schema information. | alternatives |
| get_index_health acquis-postgres-mcp | unknown | Analyze index health and usage statistics. | alternatives |
| get_connection_utilization acquis-postgres-mcp | unknown | Check current database connection utilization. | alternatives |
| get_buffer_cache_hit_ratio acquis-postgres-mcp | unknown | Get the buffer cache hit ratio. | alternatives |
| get_vacuum_health acquis-postgres-mcp | unknown | Analyze vacuum health and bloat. | alternatives |
| execute_dml_sql adbpg-mcp-server | unknown | Execute DML (INSERT, UPDATE, DELETE) SQL queries on the AnalyticDB PostgreSQL server | alternatives |
| execute_ddl_sql adbpg-mcp-server | unknown | Execute DDL (CREATE, ALTER, DROP) SQL queries on the AnalyticDB PostgreSQL server | alternatives |
| analyze_table adbpg-mcp-server | unknown | Collect table statistics | alternatives |
| explain_query adbpg-mcp-server | unknown | Get query execution plan | alternatives |
| execute_select_sql adbpg-mcp-server | unknown | Execute SELECT SQL queries on the AnalyticDB PostgreSQL server | alternatives |
| memory_update aegisdb-mcp | unknown | Update an existing memory | alternatives |
| memory_save aegisdb-mcp | unknown | Save a memory to AegisDB | alternatives |
| memory_search aegisdb-mcp | unknown | Search memories in AegisDB | alternatives |
| memory_get aegisdb-mcp | unknown | Get a specific memory by ID | alternatives |
| memory_relate aegisdb-mcp | unknown | Create a relation between two memories | alternatives |
| odoo_list_models management-cmyk/Odoo MCP Server | unknown | List available Odoo models. | alternatives |
| odoo_top_customers management-cmyk/Odoo MCP Server | unknown | Get top customers by invoiced revenue. | alternatives |
| odoo_create management-cmyk/Odoo MCP Server | unknown | Create a record in any model. | alternatives |
| odoo_write management-cmyk/Odoo MCP Server | unknown | Update records by ID in any model. | alternatives |
| odoo_unlink management-cmyk/Odoo MCP Server | unknown | Delete records by ID (irreversible). | alternatives |
| odoo_count management-cmyk/Odoo MCP Server | unknown | Count records matching a domain in any model. | alternatives |
| odoo_fields management-cmyk/Odoo MCP Server | unknown | Introspect a model's fields (name, type, label). | alternatives |
| odoo_read management-cmyk/Odoo MCP Server | unknown | Read records by ID from any model. | alternatives |
| read-age-cypher age_mcp_server | unknown | Run a validated, parameterized, paginated read-only Cypher query | alternatives |
| list-age-graphs age_mcp_server | unknown | List Apache AGE graphs | alternatives |
| write-age-cypher age_mcp_server | unknown | Run Cypher containing a mutating clause | alternatives |
| create-age-graph age_mcp_server | unknown | Create a graph | alternatives |
| comms_register agent-comms-mcp | unknown | Idempotently self-provision (or re-bind) the caller's board Agent row | alternatives |
| comms_list_agents agent-comms-mcp | unknown | Paginated board directory | alternatives |
| comms_lookup_agent_by_email agent-comms-mcp | unknown | Directory lookup by owner email; returns {"agent": ..., "found": bool} | alternatives |
| schema_query aidocs-mcp | unknown | Unified schema surface. | alternatives |
| query_mongodb aind-metadata-mcp | unknown | Query MongoDB collections with filters and projections | alternatives |
| aggregate_mongodb aind-metadata-mcp | unknown | Execute complex MongoDB aggregation pipelines | alternatives |
| get_schema aind-metadata-mcp | unknown | Access detailed schema examples and documentation | alternatives |
| find_metadata_db_hotspots airflow-diagnostics-mcp | unknown | Postgres-only. Identifies biggest tables, DAGs generating most task instances, and large XCom payloads. | alternatives |
| list_records airtable-mcp | unknown | Lists records from a specified table (supports filtering, views, fields). | alternatives |
| get_record airtable-mcp | unknown | Retrieves a single record by its ID from a specified table. | alternatives |
| delete_records airtable-mcp | unknown | Deletes one or more records by their IDs (max 10 per call). | alternatives |
| update_records airtable-mcp | unknown | Updates one or more existing records in a table from a JSON string. | alternatives |
| list_bases airtable-mcp | unknown | Lists all Airtable bases accessible with the configured token. | alternatives |
| list_tables airtable-mcp | unknown | Lists all tables within the active (or specified) base. | alternatives |
| list_bases airtable-write-mcp | unknown | List every base your PAT can access | alternatives |
| list_tables airtable-write-mcp | unknown | List a base's tables and field schemas (types, writable flags, select options) | alternatives |
| listInstances alibabacloud-dms-mcp-server | unknown | Search for instances from DMS. | alternatives |
| getInstance alibabacloud-dms-mcp-server | unknown | Retrieves detailed information about an instance based on host and port. | alternatives |
| searchDatabase alibabacloud-dms-mcp-server | unknown | Searches databases based on schemaName. | alternatives |
| getDatabase alibabacloud-dms-mcp-server | unknown | Retrieves detailed information about a specific database. | alternatives |
| listTables alibabacloud-dms-mcp-server | unknown | Lists tables under a specified database. | alternatives |
| getTableDetailInfo alibabacloud-dms-mcp-server | unknown | Retrieves detailed information about a specific table. | alternatives |
| executeScript alibabacloud-dms-mcp-server | unknown | Executes an SQL script and returns the result. | alternatives |
| createDataChangeOrder alibabacloud-dms-mcp-server | unknown | Creates a data change order in DMS. | alternatives |
| getOrderInfo alibabacloud-dms-mcp-server | unknown | Retrieves order information from DMS. | alternatives |
| submitOrderApproval alibabacloud-dms-mcp-server | unknown | Submits the order for approval in DMS. | alternatives |
| approveOrder alibabacloud-dms-mcp-server | unknown | Approves or rejects an order in DMS. | alternatives |
| getInstance alibabacloud-dms-mcp-server-inner | unknown | 根据 host 和 port 获取实例详细信息。 | alternatives |
| searchDatabase alibabacloud-dms-mcp-server-inner | unknown | 根据 schemaName 搜索数据库。 | alternatives |
| searchLogicDatabase alibabacloud-dms-mcp-server-inner | unknown | 根据逻辑库名搜索逻辑库。 | alternatives |
| getDatabase alibabacloud-dms-mcp-server-inner | unknown | 获取host、port和库名获取指定数据库的详细信息。 | alternatives |
| listTables alibabacloud-dms-mcp-server-inner | unknown | 搜索指定数据库下的数据表。 | alternatives |
| listLogicTables alibabacloud-dms-mcp-server-inner | unknown | 搜索指定逻辑库下的逻辑表。 | alternatives |
| createDataChangeOrder alibabacloud-dms-mcp-server-inner | unknown | 通过数据变更工单执行SQL变更，返回工单ID。 | alternatives |
| getOrderInfo alibabacloud-dms-mcp-server-inner | unknown | 根据工单ID获取DMS工单详情。 | alternatives |
| listSecurityColumns alibabacloud-dms-mcp-server-inner | unknown | 获取指定表下的安全列列表。 | alternatives |
| getTableDetailInfo alibabacloud-dms-mcp-server-inner | unknown | 获取特定数据库表的详细信息。 | alternatives |
| executeScript alibabacloud-dms-mcp-server-inner | unknown | 执行SQL。 | alternatives |
| RestartDBInstances alibaba-cloud-ops-mcp-server | unknown | Restart the RDS instance | alternatives |
| StopDBInstances alibaba-cloud-ops-mcp-server | unknown | Stop the RDS instance | alternatives |
| DescribeDBInstances alibaba-cloud-ops-mcp-server | unknown | List RDS instances | alternatives |
| StartDBInstances alibaba-cloud-ops-mcp-server | unknown | Start the RDS instance | alternatives |
| create_tair_instance alibabacloud-tair-openapi-mcp-server | unknown | Create a cloud-native DRAM-based instance | alternatives |
| lookup_node allstar-mcp | unknown | Callsign, location from 40k-node AllStar database | alternatives |
| data_query almanac-mcp | unknown | Runs a SELECT/WITH/EXPLAIN query against production Postgres tables. DDL/DML rejected. | alternatives |
| query_table altsportsdata-data-catalog-mcp | unknown | Query rows from a table with optional filters | alternatives |
| get_table altsportsdata-data-catalog-mcp | unknown | Get details of a specific table | alternatives |
| list_tables altsportsdata-data-catalog-mcp | unknown | List all tables in a schema | alternatives |
| upsert_league_to_supabase altsportsleagues-internal-onboarding-mcp | unknown | Upsert league data to Supabase | alternatives |
| upsert_league_to_neo4j altsportsleagues-internal-onboarding-mcp | unknown | Upsert league data to Neo4j graph | alternatives |
| query_database iflow-mcp_abel9851_mcp-server-mariadb | unknown | Execute read-only operations against MariaDB | alternatives |
| describe_table iflow-mcp_ahodroj-mcp-server-iceberg | unknown | Describe the schema of a specific Iceberg table. | alternatives |
| select iflow-mcp_ahodroj-mcp-server-iceberg | unknown | Execute a SELECT query on an Iceberg table. | alternatives |
| insert iflow-mcp_ahodroj-mcp-server-iceberg | unknown | Insert data into an Iceberg table. | alternatives |
| list_tables iflow-mcp_ahodroj-mcp-server-iceberg | unknown | List all tables in the Iceberg catalog. | alternatives |
| initialize_semantic_memory iflow-mcp_aj-gonzalez_black-orchid | unknown | Set up ChromaDB and create collections. | alternatives |
| list_projects marcelglaeser/seedbase-mcp | unknown | List your SeedBase projects (id, name, database type) | alternatives |
| import_schema marcelglaeser/seedbase-mcp | unknown | Import a schema from SQL DDL, CSV/JSON or ORM model code | alternatives |
| get_ddl marcelglaeser/seedbase-mcp | unknown | Get a project's schema as CREATE TABLE statements, per dialect | alternatives |
| execute_message_attachment_query iflow-mcp_alexxx-db-databricks-genie-mcp | unknown | Execute SQL for a message query attachment. | alternatives |
| getDatabase iflow-mcp_aliyun_alibabacloud-dms-mcp-server | unknown | Retrieves detailed information about a specific database. | alternatives |
| listInstances iflow-mcp_aliyun_alibabacloud-dms-mcp-server | unknown | Search for instances from DMS. | alternatives |
| getInstance iflow-mcp_aliyun_alibabacloud-dms-mcp-server | unknown | Retrieves detailed information about an instance based on host and port. | alternatives |
| searchDatabase iflow-mcp_aliyun_alibabacloud-dms-mcp-server | unknown | Searches databases based on schemaName. | alternatives |
| listTables iflow-mcp_aliyun_alibabacloud-dms-mcp-server | unknown | Lists tables under a specified database. | alternatives |
| getTableDetailInfo iflow-mcp_aliyun_alibabacloud-dms-mcp-server | unknown | Retrieves detailed information about a specified table. | alternatives |
| list_threads iflow-mcp_andybrandt-mcp-simple-openai-assistant | unknown | Lists all locally managed conversation threads from the database, showing their ID, name, description, and last used time. | alternatives |
| delete_thread iflow-mcp_andybrandt-mcp-simple-openai-assistant | unknown | Deletes a conversation thread from both OpenAI's servers and the local database. | alternatives |
| delete_record iflow-mcp_arkel-ai-attio-mcp-server | unknown | Delete a record by ID | alternatives |
| tenants_get iflow-mcp-automateyournetwork-aci-mcp | unknown | GET tenants from ACI | alternatives |
| tenants_post iflow-mcp-automateyournetwork-aci-mcp | unknown | POST a tenant to ACI | alternatives |
| check_typesense_health iflow-mcp_avarant_typesense-mcp-server | unknown | Checks the health status of the configured Typesense server | alternatives |
| list_collections iflow-mcp_avarant_typesense-mcp-server | unknown | Retrieves a list of all collections in the Typesense server | alternatives |
| describe_collection iflow-mcp_avarant_typesense-mcp-server | unknown | Retrieves the schema and metadata for a specific collection | alternatives |
| create_document iflow-mcp_avarant_typesense-mcp-server | unknown | Creates a single new document in a specific collection | alternatives |
| export_collection iflow-mcp_avarant_typesense-mcp-server | unknown | Exports all documents from a specific collection | alternatives |
| create_collection iflow-mcp_avarant_typesense-mcp-server | unknown | Creates a new collection with the provided schema | alternatives |
| truncate_collection iflow-mcp_avarant_typesense-mcp-server | unknown | Truncates a collection by deleting all documents but keeping the schema | alternatives |
| delete_collection iflow-mcp_avarant_typesense-mcp-server | unknown | Deletes a specific collection | alternatives |
| index_multiple_documents iflow-mcp_avarant_typesense-mcp-server | unknown | Indexes (creates, upserts, or updates) multiple documents in a batch | alternatives |
| upsert_document iflow-mcp_avarant_typesense-mcp-server | unknown | Upserts (creates or updates) a single document in a specific collection | alternatives |
| delete_document iflow-mcp_avarant_typesense-mcp-server | unknown | Deletes a single document by its ID from a specific collection | alternatives |
| import_documents_from_csv iflow-mcp_avarant_typesense-mcp-server | unknown | Imports documents from CSV data into a collection | alternatives |
| list_databases iflow-mcp_aws-athena-mcp | unknown | Lists all available databases in Athena | alternatives |
| describe_data_structure iflow-mcp_aws-athena-mcp | unknown | Describes the structure of a database | alternatives |
| database_savings_plans iflow-mcp_aws-samples-sample-cfm-tips-mcp | unknown | Analyze and optimize database commitment plans for Aurora, RDS, DynamoDB, and more. | alternatives |
| list_databases iflow-mcp_fibery-mcp-server | unknown | Retrieves a list of all databases available in your Fibery workspace. | alternatives |
| describe_database iflow-mcp_fibery-mcp-server | unknown | Provides a detailed breakdown of a specific database's structure, showing all fields with their titles, names, and types. | alternatives |
| query_database iflow-mcp_fibery-mcp-server | unknown | Offers powerful, flexible access to your Fibery data through the Fibery API. | alternatives |
| get_db_connection iflow-mcp_genai-works-org-cloudera-mcp | unknown | Establishes a connection to the Impala database using environment configuration. | alternatives |
| retrieve_records iflow-mcp_granthooks_nocodb-mcp-server | unknown | Retrieve one or multiple records from a Nocodb table. | alternatives |
| create_records iflow-mcp_granthooks_nocodb-mcp-server | unknown | Create one or multiple records in a Nocodb table. | alternatives |
| update_records iflow-mcp_granthooks_nocodb-mcp-server | unknown | Update one or multiple records in a Nocodb table. | alternatives |
| delete_records iflow-mcp_granthooks_nocodb-mcp-server | unknown | Delete one or multiple records from a Nocodb table. | alternatives |
| get_schema iflow-mcp_granthooks_nocodb-mcp-server | unknown | Retrieve the schema (columns) of a Nocodb table. | alternatives |
| list_tables iflow-mcp_greptimedb-mcp-server | unknown | List all tables in the database. | alternatives |
| execute_sql iflow-mcp_greptimedb-mcp-server | unknown | Execute an SQL query on the database. | alternatives |
| execute_sql iflow-mcp_greptimeteam-greptimedb-mcp-server | unknown | Execute SQL queries with format (csv/json/markdown) and limit options | alternatives |
| describe_table iflow-mcp_greptimeteam-greptimedb-mcp-server | unknown | Get table schema including column names, types, and constraints | alternatives |
| health_check iflow-mcp_greptimeteam-greptimedb-mcp-server | unknown | Check database connection status and server version | alternatives |
| sap_smart_query iflow-mcp_gutjahrai-sap-odata-mcp-py | unknown | Find and query any entity automatically | alternatives |
| delete_entity iflow-mcp_iac-memory-mcp-server | unknown | Remove entities with relationship cleanup | alternatives |
| view_relationships iflow-mcp_iac-memory-mcp-server | unknown | Analyze entity dependencies and relationships | alternatives |
| store-video-info iflow-mcp_ia-programming_youtube-mcp | unknown | Store video information and transcript in the vector database | alternatives |
| list_tables iflow-mcp_iotdb-mcp-server | unknown | Get a list of all tables in the database (Table Model). | alternatives |
| describe_table iflow-mcp_iotdb-mcp-server | unknown | View schema information for a specific table (Table Model). | alternatives |
| metadata_query iflow-mcp_iotdb-mcp-server | unknown | Execute SHOW/COUNT queries to read metadata from the database (Tree Model). | alternatives |
| select_query iflow-mcp_iotdb-mcp-server | unknown | Execute SELECT queries to read data from the database (Tree Model). | alternatives |
| read_query iflow-mcp_iotdb-mcp-server | unknown | Execute SELECT queries to read data from the database (Table Model). | alternatives |
| list_indices iflow-mcp_itshare4u_agent-knowledge-mcp | unknown | List all Elasticsearch indices | alternatives |
| create_index iflow-mcp_itshare4u_agent-knowledge-mcp | unknown | Create a new Elasticsearch index | alternatives |
| delete_index iflow-mcp_itshare4u_agent-knowledge-mcp | unknown | Delete an Elasticsearch index | alternatives |
| get_findings iflow-mcp_jamiesonio_defectdojo-mcp | unknown | Retrieve findings with filtering (product_name, status, severity) and pagination (limit, offset). | alternatives |
As of the latest check, Glimind tracks 200 database 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.
Ranked live-first by current verdict (healthy → degraded → down), then by the neutral reliability score. Glimind sells no tools, so the ranking is unconflicted.
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.