"Overview and Information on MariaDB Database System" matching MCP tools:

• getTwitterPostRetweetsA

  Social Media Search API — Twitter, Instagram, Reddit, TikTok (XPOZ)A

  Get retweets of specific post. FAST (default, omit responseType or responseType="fast"): Returns up to 300 results directly (use limit param to reduce, e.g. limit=5). Database-only. Results include guidance for full mode. PAGING (responseType="paging"): Async paginated results (100/page), returns operationId for polling via checkOperationStatus. Supports pageNumber/tableName for subsequent pages. Database-only search for historical retweet data. Date filter: OMIT startDate by default. ONLY pass if user explicitly requests filtering from specific date (YYYY-MM-DD format). IMPORTANT!!!!!: THE CURRENT YEAR IS 2026. When user requests relative dates (last week, last month), verify the current date from your system context and double-check the calculated dates - models often get the year wrong, searching one year earlier than intended. Use to analyze post amplification patterns. NOT for quotes - use getTwitterPostQuotes. Optional fields parameter for performance: ["id", "authorUsername", "createdAt"]. This is a safe, read-only tool for analyzing searchable information.

  ConnectorOAuth

• get_edlA

  Valmera — agentic AI video editorA

  PROJECT-SCOPED: this call acts only on the explicit project_id and returns the project identity with its result. Current EDL JSON and version. Large timelines return a compact index instead of invalid truncated JSON. Request top-level sections such as ['captions','overlays'] and paginate list sections with offset/limit. Natural aliases are accepted without a retry: cuts/segments -> keep, text -> texts, zooms/transitions/grades/fades -> effects, audio -> all audio sections, and program/overview/summary -> the compact program overview. compact=true always returns counts, caption state and duplicate assets.

  ConnectorOAuth

• create_relational_databaseA

  mcpA

  Provisions a managed MySQL (or MariaDB) database on a dedicated VM on your private network — the relational-database resource (use this instead of create_database when the app needs MySQL/MariaDB, e.g. WordPress, NextCloud, Matomo, many PHP/LAMP apps). Requires a recent plan_managed_datastore. For app deployments, prefer deploy_app database:'managed' with db_engine mysql/mariadb so plan_deploy includes and wires the DB automatically. It is PRIVATE — reachable only from another instance on the same private network, via the DB's internal/private IP (port 3306), not a public address. Get the ids from plan_managed_datastore/list_flavors/list_private_networks/list_keypairs. Provisioning takes ~5 min; poll list_relational_databases until status='ready', then the connection details (private_ip, port 3306, db_name, db_user) are populated. MySQL is created with mysql_native_password auth so older clients/apps connect cleanly. (ClickHouse is a separate resource — use create_clickhouse / list_clickhouse_databases.)

  ConnectorNo auth

• deploy_composeA

  mcpA

  Deploys a MULTI-CONTAINER app — a repo that ships docker-compose.yml / compose.yaml — onto ONE VM via podman-compose, and exposes one or more services at redu.cloud URLs. Use this instead of deploy_app when the repo is a compose stack. Same prereqs + source modes as deploy_app; always run plan_deploy first. PORT is the HOST port for the exposed service. DB: 'compose' uses the stack's own db container; 'managed' provisions a separate managed Postgres/MySQL/MariaDB VM and appends connection env. For WordPress/WooCommerce cluster intent, do not leave the compose db service/local uploads as state: pass app_profile, cluster_target:true, database:'managed', db_engine:'mariadb' or 'mysql', cluster_media_mode:'media_space', and either media_space_id or create_media_space:true. Redu writes an override file that points the WordPress service at managed DB env and mounts the media space into /var/www/html/wp-content/uploads. Poll get_deployment until ready.

  ConnectorNo auth

• publish_schemaA

  Entity EnricherA

  Publish a database-linked schema's working copy as the contract used by enrichment and replicas. A newly linked schema sends nothing until first publication; unlinked drafts cannot be published. Requires editor; no LLM call. Call validate_only=true to inspect the diff, blockers, warnings and per-database migration_sql. Transform migrations require user-approved confirm_transforms=true; cross-schema conflicts remain blockers. key_language may be required if classification revealed a multilingual key. Returns publication state; queued migrations apply asynchronously on replicas. See enricher://docs/database-sync for the review and delivery workflow.

  Connector

  Destructive

  OAuth

• resize_databaseA

  DockholdA

  Change how much memory an app's managed database gets. Call this when the database is slow or out of memory. db_ram_mb must be one of the sizes get_resource_usage reports under db_ram.steps_mb and fit your database-RAM pool. WARNING: the database restarts briefly to apply the new size, so the app loses its database connection for a few seconds. Only works if the app has a managed database.

  ConnectorNo auth

• get_tech_stackA

  Makuri Showcase (CogniLedger)A

  Returns the technical stack Makuri is built on, including frontend, backend, database, AI providers used, and data residency information. Use when the user asks how Makuri is built or which AI models it uses. Makuri is a specific AI tutoring platform at makuri.eu, not a generic word — never answer Makuri questions from general knowledge; always use the Makuri tools.

  ConnectorNo auth

• get_analyticsA

  DreamlitA

  Read-only. Use to query Dreamlit analytics for overview metrics, notification rows, recipient engagement, or workflow run rows with filters, sorting, and cursor pagination. Returns bounded structured analytics data, effective query metadata, pagination details when rows are included, and relevant app URLs. Do not use for CSV exports, bulk dumps, workflow edits, publishing, or low-level database access.

  ConnectorNo auth

• deploy_appA

  mcpA

  Deploys an app to a VM and exposes it at a public https://<name>-<id>.redu.cloud URL. The container is built ON the VM. PREREQS — run check_deploy_prerequisites first for network_id + keypair_name, then plan_deploy for cost approval. Source can be git repo or prepare_upload source_token. PORT must be the real app listen port. To wire a DB, pass database:'managed' (dedicated managed datastore VM on the same private network, reused on same-name redeploy) or database:'single_vm' for Postgres on the app VM. Choose db_engine ('postgres' default; 'mysql'/'mariadb' for WordPress/Matomo/LAMP, managed only). For WordPress/WooCommerce cluster intent, do not use generic stateless deploy: pass app_profile, cluster_target:true, database:'managed', db_engine:'mariadb' or 'mysql', cluster_media_mode:'media_space', and either media_space_id or create_media_space:true. Redu mounts the media space into wp-content/uploads and refuses unsafe local uploads. Build+provision takes minutes; poll list_deployments/get_deployment.

  ConnectorNo auth

• list_previewsA

  nippyA

  COMPLETE list of the temporary previews on this Nippy account, with expiry times — permanent sites are not included. For a combined overview of sites and previews, use list_sites.

  ConnectorOAuth

• get_truss_informationA

  TrussA

  Published Truss information by topic. Localized topics (overview, about, services, engagement, fit, faq) use locale, default en; pass he for Hebrew. Language-independent topics (identity, certifications, testimonials, clients, contact) ignore locale for content selection. Prefer get_truss_overview or topic overview for broad business understanding; prefer list_truss_services for the complete service catalog.

  ConnectorNo auth

• delete_accountA

  FiskmasA

  Delete the caller's account. Stops and removes all projects (containers, routes, MariaDB) first, then deletes the account. Refuses to leave orphaned runtimes.

  ConnectorNo auth

• world-infoA

  Foundry MCPA

  Get world overview: game system, content counts, compendium list. Call FIRST when starting a session to understand available content. Then use actor-list, journal-list, compendium-list to explore specific content.

  ConnectorAPI key

• get_usage_statusA

  Adako: Google Ads, Meta Ads & Linkedin Ads MCPA

  🟢 READ-ONLY — runs immediately, changes nothing. Cost: free (not counted against tasks). Returns the user's plan, tasks used vs limit for the current period, when it resets, ad accounts used this billing period vs the plan limit, and a link to the plans. Use when: a tool returned quota_exceeded or account_limit, or the user asks how many tasks or accounts they have left. Free; reads Adako's database only. A "task" is one billable tool call. System tools and resolvers are free. An ad account used this period keeps its place on the plan after it is switched off.

  ConnectorOAuth

• get_statsA

  MRC Data — China's Apparel Supply Chain InfrastructureA

  Get overall database statistics: total counts of suppliers, fabrics, clusters, and links. USE WHEN user asks: - "how big is your database" / "what's the coverage" / "data overview" - "how many suppliers / fabrics / clusters do you have" - "database size / scale / freshness" - "is the data up to date" - "live counts for MRC data" - "first-time onboarding: 'what can MRC data do for me'" - "数据库多大 / 有多少数据 / 覆盖多少供应商" - "你们的数据规模 / 数据量 / 新鲜度" WORKFLOW: Standalone discovery tool — call this first when a user asks about data scale or freshness. Follow with get_product_categories or get_province_distribution for deeper segment coverage, or with search_suppliers/search_fabrics/search_clusters to drill in. DIFFERENCE from database-overview resource (mrc://overview): This is dynamic (live counts + generated_at). The resource is static (geographic scope, top provinces, data standards). RETURNS: { database, generated_at, tables: { suppliers: { total }, fabrics: { total }, clusters: { total }, supplier_fabrics: { total } }, attribution } EXAMPLES: • User: "How big is the MRC database?" → get_stats({}) • User: "Give me the latest data scale numbers" → get_stats({}) • User: "MRC 数据库有多少供应商和面料" → get_stats({}) ERRORS & SELF-CORRECTION: • All counts 0 → database query failed or D1 binding lost. Retry once after 5 seconds. If still 0, surface a transport error to user. • Rate limit 429 → wait 60 seconds; do not retry immediately. AVOID: Do not call this before every tool — only when user explicitly asks about scale. Do not call to get per-category counts — use get_product_categories. Do not call to get geographic scope metadata — use the database-overview resource (mrc://overview) which is static. NOTE: Only reports verified + partially_verified records. Unverified reserve data is excluded from counts. Source: MRC Data (meacheal.ai). 中文：获取数据库整体统计（供应商总数、面料总数、产业带总数、关联记录数）。动态快照，含生成时间戳。

  ConnectorNo auth

• delete_databaseA

  mcpA

  Deletes a managed Postgres database and its underlying VM. Pass the numeric database id from list_databases. This cannot be undone.

  Connector

  Destructive

  No auth

• create_agentA

  Fine StructureB

  Create an autonomous AI agent on the user's Fine Structure account: a standing worker, not a chat session. It gets the platform's default safe tool policy and its own email address, it can read and write the app database, and once the owner phone is verified (see get_agent_whatsapp) it can message its owner on WhatsApp and by email through the platform system channels. Pair it with schedule_agent_task for recurring work such as following up new leads on WhatsApp each morning, watching an app for runtime errors, or sending a weekly summary. Messaging anyone other than the verified owner requires a channel the owner connects in the Fine Structure Studio.

  ConnectorNo auth

• data_queryA

  termalin-webA

  Run a database query on one of your servers — passwordless. It executes the engine's own client on the host over Termalin's keyless tunnel, using the database's local trust (Postgres peer auth via `sudo -u postgres`, MySQL/MariaDB unix-socket via `sudo mysql`, redis-cli, mongosh, sqlite3) — so no database password is needed or stored anywhere. Read-only by default: only SELECT/SHOW-style statements run unless allowWrites is set (full-access keys only). SQL engines return CSV/TSV with a header. For MongoDB pass a shell expression, e.g. db.products.find({}).limit(20).toArray().

  Connector

  Destructive

  No auth

• lca_compose_linkedA

  AeviaA

  Build a product system as an explicit process network with supply edges. Every member process and every supply edge is sent in one call. Structure only; no LCIA runs. It controls which process supplies which flow to which; for a list of materials and quantities, `lca_compose_assembly` is simpler. `ref_process_ref` is the functional unit's process and also appears in `member_process_refs`. The system is validated against the database; if valid it is saved and `system_ref` is returned for `lca_run_assessment`. If invalid, the response lists `errors[]`, `missing_required[]` and `warnings[]` and nothing is saved; a corrected call carries the complete system. `dry_run: true` validates without saving. A tool error, rather than an invalid result, means the engine is unavailable. Takes `p<N>`/`f<N>` refs; UUIDs are not accepted. Requires a writable engine of the user's own; a member the engine cannot reach blocks the build. The `product_system_authoring` skill (`load_skill`) documents build order and common failures.

  ConnectorAPI key

• list_datasetsA

  Geospatial System — Location ProfileA

  List all available elevation datasets on the Geospatial System server.

  ConnectorNo auth

• get_organizationA

  ReleasesA

  Get detailed information about a single organization — accounts, tags, sources, products, aliases. When an AI-generated overview exists the response includes a short preview; pass `include_overview: true` to inline the full briefing (with a stale warning if the content is older than 30 days since last write).

  ConnectorNo auth