"Automated error detection in transformation processes" matching MCP tools:

• transform_imageA

  UploadkitA

  Generate a CDN-cached image variant for a file stored in UploadKit Cloud. Requires a paid plan, a live API key in the MCP process environment as UPLOADKIT_API_KEY, and an image key returned by UploadKit. BYOS files are not supported. Use signed delivery for private or temporary content and public delivery for stable URLs in websites, apps, srcset, CSS, or stored application data. Explicit formats consume 1 transformation unit; auto consumes 3 units. When to use: after an image is uploaded and the user wants a resized, cropped, optimized, or converted delivery URL. The returned URL is safe to send to browsers; the API key remains server-side. Returns: JSON { url, expiresAt, delivery, transform, usage }. Has the side effect of reserving monthly transformation units for a new unique variant.

  ConnectorNo auth

• index_videoA

  RekaA

  Index a video for search, QA, or full analysis. Processes the video through a pipeline of AI features. Typically takes 3-7 minutes; longer for long videos or the 'full' pipeline. Times out after 10 minutes by default. Pipelines: - search_only: transcription + captions + embeddings (enables search_videos) - qa_only: transcription + captions (enables ask_video) - full: transcription + captions + embeddings (enables all tools) Scene detection is enabled by default and produces scene boundaries for get_scenes. Pass scene_detection=False to skip it. Prerequisites: if using video_id, the video must be in 'uploaded' status. Use get_video to check status before calling this tool.

  ConnectorNo auth

• aw_check_endpointA

  Agent WatchA

  Probe an MCP or HTTP-402 endpoint now and get its trust verdict. Performs a real MCP initialize handshake (not a ping), measures p50/p95 latency, counts tools, hashes the tool schema (for drift detection), and checks RFC 9728 auth metadata. Returns: alive (bool), name, tool_count, latency_p50_ms, tool_schema_hash, auth_metadata_present, and error detail when dead. Use before wiring any new MCP server into your client. Args: url: the MCP or HTTP-402 endpoint URL to probe (e.g. https://host/mcp/) timeout: probe timeout in seconds (default 30)

  ConnectorNo auth

• list_topicsA

  flevyA

  The canonical list of management topics Flevy's catalog is organized under, each with its known aliases (e.g. "Digital Transformation" and "Digital Transformation Strategy" may be the same topic) and content counts. Use this to map a user's phrasing to the exact topic filter accepted by search_content, or to show what subject areas Flevy covers.

  ConnectorNo auth

• bulk_sigma_rule_lookupA

  ContrastAPIA

  Bulk Sigma rule lookup — retrieve full records for up to 50 rule UUIDs in a single request instead of N separate sigma_rule_lookup calls. Designed for triage workflows where multiple rule ids are known (e.g., from a SIEM alert batch or a tagged detection bundle). Each item is the same shape as sigma_rule_lookup with status ok/not_found/invalid_format and an error field when applicable. Up to 50 rule ids per call (same cap for Free and Pro). Each rule_id consumes 1 unit of the hourly quota; ids beyond the caller's remaining quota land in skipped_due_to_rate_limit instead of failing the whole batch (parity with bulk_cve/ioc). Free: 30/hr, Pro: 500/hr. Returns {results [{rule_id, status, rule, error}], total, processed, skipped_due_to_rate_limit, successful, failed, partial, summary, next_calls}.

  ConnectorNo auth

• search_businessesA

  knowledge-baseA

  Find businesses, merchants and websites in the tunnel knowledge base by name or topic. Start here: every other tool needs a `slug`, and this is where a `slug` comes from. Returns an array of summaries, each with `slug`, `kind`, name, description and a `verification` object. Read `verification.level` rather than assuming: "human" means a tunnel employee checked the business, "automated" means machines proved only that the business controls its own channels, and null means neither. Zero matches is a normal answer, not an error — it comes back with `completeness` "empty". Authentication: none. This tool works with no credentials.

  ConnectorNo auth

• find_playbooksA

  Cloud FinOps Skill & MCPA

  Finds the runbook for a specific cloud waste pattern, filtered by provider, service, waste category or detection confidence. Useful before answering a specific waste or cost-fix question: each runbook includes a tested detection query the user can run in their own account, so it also serves questions about the user's own resources. Use this for questions like "which VMs are running for nothing", "why is our NAT bill so high", "my NAT gateway processes 10TB to S3", "should I delete these old snapshots", "which of our RIs are about to expire", "what waste can we clean up safely without review" - anything that names a provider, a waste category, or how confident the detection needs to be before acting. Patterns covered include NAT gateways and VPC endpoints, expiring Savings Plans / RIs / reservations, snapshot sprawl, S3 lifecycle gaps, idle or stopped VMs, orphaned disks / public IPs / EBS volumes, GPU and SageMaker sizing, Kubernetes idle capacity, and schedule blindness. All filters are optional and combine with AND semantics. String matching is case-insensitive and exact. Examples: - ``find_playbooks(scope="aws")`` - all AWS-specific playbooks - ``find_playbooks(waste_category="idle")`` - every idle-resource pattern - ``find_playbooks(scope="cross-cloud", confidence="obvious")`` Args: scope: ``"aws"``, ``"azure"``, ``"gcp"``, or ``"cross-cloud"``. service: Provider service exact-match (e.g. ``"AWS NAT Gateway"``). waste_category: ``"orphaned"``, ``"idle"``, ``"overprovisioned"``, ``"commitment-mismatch"``, ``"schedule-blindness"``, ``"modernization"``, ``"ai-ml-inefficiency"``, or ``"egress"``. confidence: ``"obvious"`` (single signal is enough), ``"likely"`` (two signals required), or ``"possible"`` (needs human review). From the OptimNow three-tier confidence model in `finops-waste-detection-playbooks`. Returns ``{"filters": {...}, "playbooks": [...], "total": N}``. A query that matches nothing also returns `hint` and `valid_values`, so a typo is distinguishable from a genuine gap in coverage.

  ConnectorNo auth

• runtime_sandboxes_forkA

  Runtime CloudA

  Start count (1 to 100 on prepaid credit, 1 to 8 without credit) running copies of a sandbox, with its files, memory and processes, on its host. Copies keep its size and CPU, and its funding unless funding is given. Returns {sandboxes, snapshot}; on an error, details.startedSandboxIds names copies that started. fork_unavailable means forks are switched off; do not retry it.

  ConnectorAPI key

• apikeys_revoke_api_keyA

  DataNexus MCPA

  ⚠️ DESTRUCTIVE — requires human confirmation before use in automated pipelines. Permanently revoke a DataNexus API key. The key will stop working immediately. This action cannot be undone — generate a new key if access is needed again.

  Connector

  Destructive

  No auth

• convert_codeA

  JineroA

  Convert code between text formats (e.g. JSON↔YAML, CSS↔SCSS). Pure text transformation: the source is parsed and re-serialized, never executed and never stored. Use list_code_converters for valid from/to ids and per-converter options. Rate limit: 30 calls/min per IP.

  ConnectorNo auth

• listClarityProcessesA

  Duvo MCPB

  List Clarity processes for the current team, most recently updated first. Returns lightweight metadata (capture counts, contributors, status) suitable for building a picker; the per-process read model is available via `GET /v2/teams/:team_id/clarity-v2/processes/:process_id` for v2 rows and `GET /v2/teams/:team_id/clarity/processes/:id` for legacy v1 rows. Both v1 (legacy) and v2 processes are returned by default; use `search`, `status`, and `version` to narrow discovery. Capped at 100 per page.

  ConnectorNo auth

• get_toolA

  ToolsMonk tool catalogA

  Return the full record for a single tool by its slug, including the page URL, the embeddable widget URL, and whether the tool processes files in the browser or sends them to a server.

  ConnectorNo auth

• email_verifyA

  Presend MCP ServerA

  Most complete email check in one call: syntax, MX record, disposable-domain detection and role/generic account detection (e.g. info@, admin@). Prefer it over email_validate and email_disposable unless you need a single signal. Does not probe the mailbox. valid is null (not false) when the MX lookup could not be completed; retry later instead of treating the address as invalid.

  ConnectorNo auth

• list_capabilitiesA

  Dataset Filter & TransformA

  Returns every filter operator and transform operation this server supports, the order the pipeline runs in, and the maximum rows per call. Call this first if you are unsure what is available. Free, processes no data.

  ConnectorNo auth

• list_detect_agentsA

  Resemble AIA

  List the managed Detect Agents — investigators that wrap detection in a multi-step workflow ending in a written assessment. Returns each agent's preset_id plus this team's run allowance (free_runs_remaining, entitled), which is worth checking before starting a run.

  ConnectorNo auth

• delete_taskA

  LightbringerA

  Permanently deletes an automated task owned by the current user in the connected organisation, including its cached findings. Available in any execution state. Deletion removes tracking; it does not cancel upstream analysis, delete the innovation, or withdraw a professional service request. Repeated deletion returns not_found.

  Connector

  Destructive

  OAuth

• reject_suggested_brandsA

  ZeroRank - Track and improve your AI search visibilityA

  Reject suggested brands — they move to "hidden" ("Not tracking"), which blocks re-detection; tracking can be resumed later via update_brand. IDs that are missing or not suggestions are reported in `skipped`.

  ConnectorOAuth

• restart_serviceA

  ValetA

  Restart an app's or agent's running processes, or only those of one process type. Each process stops and starts again, so requests in flight are dropped; a repeat restarts again. Restarting removes nothing. Use get_service to see when the processes are up. Websites run no process and are refused. Requires connecting a Valet account.

  ConnectorNo auth

• get_sector_ai_intelligenceA

  Stratalize IntelligenceB

  Use when producing equity research, tracking brand share in AI sector coverage, or benchmarking a company AI visibility against sector peers. Returns top brands by AI mention share, sector trend narrative, and themed bullets for any equity sector. Example: Financials sector — JPMorgan leads at 34% citation share, Goldman 22%, BlackRock 18% — narrative focused on digital transformation and cost efficiency. Source: Stratalize AI citation composite. $0.10 USDC per call.

  ConnectorNo auth

• emergency_kill_switchA

  Nervous SystemB

  Emergency shutdown of all PM2 processes. Requires kill switch secret. Logs the event to the audit trail. Use only in emergencies.

  Connector

  Destructive

  No auth

• preflight_productA

  ComplianceCN — toys, batteries, cosmetics, food contact: CE, GPSR, UN 38.3, CPC/GCC and moreA

  Check structured product facts, destination markets and evidence held. Returns requirements, an evidence checklist and gaps in one response. For plain-language input use market_access_check. Automated findings are provisional; a signed pack requires human review.

  ConnectorNo auth