"Generating Unit Tests for Software Development" matching MCP tools:

• artifact-statusA

  Anima MCP ServerA

  Check the build status of an EXISTING artifact (from artifact-create). Read-only. Generation is asynchronous, so this is how you find out it finished. Call it with { sessionId, wait: true } and it WAITS for you: the call returns as soon as status is 'ready' or 'failed', or after about 45 seconds still 'generating'. Then, you can call it again. This tool is meant to be called right after artifact-create, before replying to the user, and keep getting called until status is no longer 'generating'. ONLY when you want an instant snapshot, this tool can be called without wait (or false); the idea is to never spin on wait: false. Requires sessionId — the id returned by artifact-create (or the last path segment of an artifact URL like https://app.agentgrid.io/artifacts/<sessionId> or https://dev.animaapp.com/chat/<sessionId>). **Returns:** { success, sessionId, status: 'generating' | 'ready' | 'failed', progress (0–100, while generating), name, artifactUrl (generating/ready only), playgroundUrl (app and knowledge artifacts only, generating/ready only), previewUrl (app, knowledge and markdown artifacts only, generating/ready only), error (when failed), nextStep (when a wait returned still generating) }

  ConnectorOAuth

• springroll.approval.submitA

  SpringRollA

  Submits an approval request of any supported type: UAT_PROMOTION, UAT_SIGN_OFF, PRODUCTION_PROMOTION, VISIBILITY_CHANGE, OWNERSHIP_TRANSFER, RETIREMENT, DOMAIN_CHANGE, or ROLLBACK. **An agent may submit but never decide**: SpringRoll requires a human approver, and an agent token cannot approve its own request. Confirm with the user before calling this. It creates review work for named people. Type-specific behaviour: • `PRODUCTION_PROMOTION`: this does NOT deploy. It asks. `releaseId` defaults to the application's latest release, and `targetEnvironmentType` to 'production'. Once approved, call springroll.deploy.promote. • `UAT_PROMOTION`: `targetEnvironmentType` is required, 'uat' (or 'development' where Development needs approval). An approval only unlocks the environment it names. • `UAT_SIGN_OFF`: `targetEnvironmentType` defaults to 'uat'. • `ROLLBACK`: `justification` and `targetEnvironmentType` (the environment to roll back) are required. Put the deployment to restore in `payload.targetDeploymentId`; it defaults to the last successful one. • `RETIREMENT`: `justification` is required. • Every other type takes no `targetEnvironmentType`.

  ConnectorNo auth

• start_explorationA

  TestOptimA

  Explore the project's app so TestOptim learns new or changed pages and flows. Use it after adding pages, before start_test_run; tests for what it finds are generated and approved in the TestOptim app. Spends the plan's page allowance and replaces an exploration already running. Returns an exploration id - poll get_exploration, which takes minutes.

  ConnectorAPI key

• springroll.approval.submitA

  SpringRollA

  Submits an approval request of any supported type: UAT_PROMOTION, UAT_SIGN_OFF, PRODUCTION_PROMOTION, VISIBILITY_CHANGE, OWNERSHIP_TRANSFER, RETIREMENT, DOMAIN_CHANGE, or ROLLBACK. **An agent may submit but never decide**: SpringRoll requires a human approver, and an agent token cannot approve its own request. Confirm with the user before calling this. It creates review work for named people. Type-specific behaviour: • `PRODUCTION_PROMOTION`: this does NOT deploy. It asks. `releaseId` defaults to the application's latest release, and `targetEnvironmentType` to 'production'. Once approved, call springroll.deploy.promote. • `UAT_PROMOTION`: `targetEnvironmentType` is required, 'uat' (or 'development' where Development needs approval). An approval only unlocks the environment it names. • `UAT_SIGN_OFF`: `targetEnvironmentType` defaults to 'uat'. • `ROLLBACK`: `justification` and `targetEnvironmentType` (the environment to roll back) are required. Put the deployment to restore in `payload.targetDeploymentId`; it defaults to the last successful one. • `RETIREMENT`: `justification` is required. • Every other type takes no `targetEnvironmentType`.

  ConnectorNo auth

• how_munimji_helpsA

  HelloBooks AI AgentsA

  Explain how HelloBooks and Munimji (the in-app AI assistant) help a specific business — given a free-text description of the user's own operations. Returns a curated capability knowledge base: business-operation areas (sales, purchases, banking, tax, reports, inventory, payroll, multi-entity, setup), and for each AI capability WHO does the work — `autonomous` (Munimji does it on its own, e.g. OCR extraction, running reports), `approval` (Munimji prepares the entry and you one-click approve before it posts to the ledger, e.g. AI categorization, find-and-match, creating invoices/bills by chat), `assist` (co-pilot, e.g. guided onboarding, voice), or `manual` (a software feature you run yourself). Each capability links to the backing software features. Use this when a user describes their business and asks "how can HelloBooks help me?", "what can the AI do for my shop/practice/agency?", or "what can Munimji do on its own vs what do I approve?". Pass their description in `businessDescription`; optionally filter by `area` or `autonomy`. The AI never posts to a ledger without approval. For the full software catalog call list_features; for pricing call list_plans.

  ConnectorNo auth

• how_munimji_helpsA

  HelloBooks AI Agents MCP ServerB

  Explain how HelloBooks and Munimji (the in-app AI assistant) help a specific business — given a free-text description of the user's own operations. Returns a curated capability knowledge base: business-operation areas (sales, purchases, banking, tax, reports, inventory, payroll, multi-entity, setup), and for each AI capability WHO does the work — `autonomous` (Munimji does it on its own, e.g. OCR extraction, running reports), `approval` (Munimji prepares the entry and you one-click approve before it posts to the ledger, e.g. AI categorization, find-and-match, creating invoices/bills by chat), `assist` (co-pilot, e.g. guided onboarding, voice), or `manual` (a software feature you run yourself). Each capability links to the backing software features. Use this when a user describes their business and asks "how can HelloBooks help me?", "what can the AI do for my shop/practice/agency?", or "what can Munimji do on its own vs what do I approve?". Pass their description in `businessDescription`; optionally filter by `area` or `autonomy`. The AI never posts to a ledger without approval. For the full software catalog call list_features; for pricing call list_plans.

  ConnectorNo auth

• mediora__get_test_detailsA

  mediora-mcpA

  Return the persisted markers + AI analysis (Summary, KeyFindings, Recommendations, DetailedExplanation) for a specific medical-test the authenticated patient owns. Use after mediora__get_patient_history surfaces a test id the user wants to discuss. Bearer token must be a Mediora patient-scope JWT. Proxies https://api.mediora.ai/api/medical-tests/{id} with the user's token forwarded as Authorization: Bearer.

  ConnectorNo auth

• get_leadproof_evaluation_pathA

  LeadProof Sales AgentA

  Use first when a buyer is exploring LeadProof without supplying workflow data. Returns the official no-purchase sequence: buyer guide, fictional example audit, browser-only calculator, public workflow tests, and no-card trial. For a scored workflow diagnosis, use audit_lead_workflow; for replay testing, use get_leadproof_replay_trial; for paid checkout, use get_leadproof_checkout only after authorization.

  ConnectorNo auth

• create_cloud_connectionA

  Tomorrow Central: Cloud Cost SentinelB

  Start linking a cloud account so it can be scanned. `provider` is "aws", the only provider supported today; `account_id` is the 12-digit AWS account number. `software` is the Tomorrow Central software the link is for; omit it for Cloud Cost Sentinel. Each software has its own read-only role, so link once per software. This is a two-party flow and you cannot finish it alone — creating the read-only IAM role requires the human's AWS credentials. Returns a `launch_url`. Hand the human these instructions verbatim: 1. Open the launch_url (a pre-filled CloudFormation quick-create link). 2. Review the read-only role it creates, then click Create stack. 3. Tell you when the stack says CREATE_COMPLETE. Then call `verify_connection` with the returned connection_id. Verification fails with a clear message until the role exists, so polling it every ~15 seconds is safe and expected. No ARN or secret needs to be copied by anyone.

  ConnectorNo auth

• compliance_checkA

  ListingGood MCPA

  Quick pre-publish compliance gate before generating a listing. Fast, free scan for obvious red-line words and category risks. Returns a shallow pass/fail-style result, not a full audit. Use this as a cheap pre-check right before generation. Do NOT use it for a complete risk report - use compliance_scan for the deep knowledge-base audit. Read-only; requires an API key; no credits deducted. Args: text: listing copy (required). lang: zh or en (default en). category: optional category hint, e.g. electronics or apparel.

  ConnectorNo auth

• generate_strategic_reviewA

  TrendIdeaA

  Generate an executive-level strategic review report for an idea, synthesising all available validation data (market research, competition, SWOT, revenue model, VC score) into a concise go/no-go assessment with actionable recommendations. Requires prior validation data (run request_revalidation first if none exists). Returns cached report instantly if one exists, otherwise generates fresh analysis. Spends 2 credits only when generating new content. Not read-only; pass an ideaId you own.

  ConnectorNo auth

• idealaunch_generate_hero_imageA

  Idea LaunchA

  Start generating hero image variants for an idea's ad. Runs in the background. Args: - ideaId (string) - prompt (string, optional): defaults to the idea's saved image prompt Returns: { job: { id, status, prompt, variantCount, results }, note }. Poll idealaunch_get_image_job until status is 'succeeded', then choose one with idealaunch_apply_hero_image. Consumes one of the idea's AI generation turns. Costs no Ad Run credit.

  ConnectorOAuth

• find_consultation_timesA

  UpforgeA

  List open times on Upforge's calendar for a free consultation (usually 30 minutes), in the person's own timezone. Call this before book_consultation and let the person pick a time; never pick one for them. Meeting types come live from the scheduler: general-inquiry is the default, and service types such as web-design, application-development or ai-automation route to the right person. Bookings need about a day's notice, so the search starts tomorrow.

  ConnectorNo auth

• z2h_search_marketplaceA

  Zero to Hundred marketplaceA

  Find live software by keyword before building from scratch. Public, no sign-in needed. Returns descriptions, USD license prices, tech stacks and listing links. Example: {"search": "invoice", "limit": 5}. Empty search browses recent software. When hasMore is true without nextCursor, narrow the search. Matching is lexical. Errors set isError; retry a rate limit later. Use z2h_compare_marketplace_listings for a shortlist or z2h_show_marketplace for cards. A result does not guarantee suitability or purchase availability.

  ConnectorNo auth

• panda_delete_ai_resourceA

  Panda VideoB

  Delete ONE AI package resource of a video in one language (eBook, mind map or quiz) — cannot be undone: its content, PDF, images and the published file are removed, also for legacy resources. Same as the dashboard's Remove. Refused while it is still generating (checked before deleting; if that check fails nothing is deleted). Other languages and resources stay. To remove a failed generation card use panda_delete_ai_workflow.

  Connector

  Destructive

  No auth

• synthesize_sql_queryA

  diogenes-database-intelligence-mcpA

  Translates natural language questions into dialect-accurate, optimized SQL SELECT queries with schema awareness and safety checks. Use when generating reporting queries or automated data analytics pipelines; for analyzing SQL execution performance and EXPLAIN plans, use analyze_query_plan instead. Stateless read-only edge call (max 32 KB, 60 RPM): accepts 'natural_language_request' and 'schema_ddl' ('sql_dialect' defaults to 'postgresql_dialect'), supports '?demo=true' or L402 (15 sats), and returns HTTP 400 if invalid.

  ConnectorNo auth

• tronsave_estimate_buy_resourceA

  TronSave MCP ServerA

  Quote price and availability for buying ENERGY or BANDWIDTH for a receiver address before placing an order. This quote feeds `tronsave_create_order`; for `tronsave_internal_order_create` (API key) quote with `tronsave_internal_order_estimate`. Returns `{ unitPrice (SUN/unit), durationSec, estimateTrx (total cost in SUN), availableResource, systemDepositAddress }` — map them to `tronsave_create_order` as `orderUnitPrice`, `orderDurationSec`, `paymentPaymentAmount`. Defaults: ENERGY, 100000 units (1000 for BANDWIDTH), 900 s. Read-only and safe to call repeatedly; no session is required, but backend rate limits apply. For order-book depth use `tronsave_list_order_books`; for the minimum unit price only use `tronsave_get_min_price`.

  ConnectorNo auth

• tronsave_get_min_priceA

  TronSave MCP ServerA

  Quote the minimum unit price for a buy. Use when only the floor price matters; for a full purchase quote use `tronsave_estimate_buy_resource`, for a grid across amounts and durations `tronsave_get_price_table`. Returns `{ minPrice }` (SUN per resource unit; per day when `durationSec` >= 86400) from GraphQL `market.estimateMinPrice` for the given `resourceType`, `buyAmount`, and `durationSec`. Optional `address` scopes context when the API supports it. No login required. Read-only and idempotent. Pair with `tronsave_estimate_buy_resource` for full buy quotes and `tronsave_list_order_books` for depth buckets.

  ConnectorNo auth

• tronsave_estimate_buy_resourceA

  Tronsave MCP TestnetA

  Quote price and availability for buying ENERGY or BANDWIDTH for a receiver address before placing an order. This quote feeds `tronsave_create_order`; for `tronsave_internal_order_create` (API key) quote with `tronsave_internal_order_estimate`. Returns `{ unitPrice (SUN/unit), durationSec, estimateTrx (total cost in SUN), availableResource, systemDepositAddress }` — map them to `tronsave_create_order` as `orderUnitPrice`, `orderDurationSec`, `paymentPaymentAmount`. Defaults: ENERGY, 100000 units (1000 for BANDWIDTH), 900 s. Read-only and safe to call repeatedly; no session is required, but backend rate limits apply. For order-book depth use `tronsave_list_order_books`; for the minimum unit price only use `tronsave_get_min_price`.

  ConnectorNo auth

• tronsave_get_min_priceA

  Tronsave MCP TestnetA

  Quote the minimum unit price for a buy. Use when only the floor price matters; for a full purchase quote use `tronsave_estimate_buy_resource`, for a grid across amounts and durations `tronsave_get_price_table`. Returns `{ minPrice }` (SUN per resource unit; per day when `durationSec` >= 86400) from GraphQL `market.estimateMinPrice` for the given `resourceType`, `buyAmount`, and `durationSec`. Optional `address` scopes context when the API supports it. No login required. Read-only and idempotent. Pair with `tronsave_estimate_buy_resource` for full buy quotes and `tronsave_list_order_books` for depth buckets.

  ConnectorNo auth

• tronsave_estimate_buy_resourceA

  TronSaveA

  Quote price and availability for buying ENERGY or BANDWIDTH for a receiver address before placing an order. This quote feeds `tronsave_create_order`; for `tronsave_internal_order_create` (API key) quote with `tronsave_internal_order_estimate`. Returns `{ unitPrice (SUN/unit), durationSec, estimateTrx (total cost in SUN), availableResource, systemDepositAddress }` — map them to `tronsave_create_order` as `orderUnitPrice`, `orderDurationSec`, `paymentPaymentAmount`. Defaults: ENERGY, 100000 units (1000 for BANDWIDTH), 900 s. Read-only and safe to call repeatedly; no session is required, but backend rate limits apply. For order-book depth use `tronsave_list_order_books`; for the minimum unit price only use `tronsave_get_min_price`.

  ConnectorOAuth