"Developing an application by analyzing specified development and API documentation" matching MCP tools:

• search_docs

  RoxyAPI Docs MCP Server (keyless, for coding agents)

  Search the RoxyAPI knowledge base and get back ranked documentation snippets, each with a source URL. It covers API endpoints with their request and response fields, SDK usage for TypeScript, Python, PHP, C#, and the WordPress plugin, authentication and API keys, UI components, and step by step integration guides. Call this first whenever you need to integrate RoxyAPI into an app: to find which endpoint or SDK method to use, what parameters a call takes, how to authenticate, or how to wire a feature end to end. Pass the user question verbatim as `query`. If the first results miss, rephrase once and retry.

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• ic_hack_admin_decide_application

  Immersive Commons

  Decide one application. Approving grants the roles that applicant TYPE maps to server-side and consumes a seat — you cannot name a role in this call, which is what makes it safe to hand the admissions desk to a non-operator. An event_admin decides EVERY type, staff included — what an approval may grant is fixed by the table, and no application can ever grant an appointing role (organizer / event_admin); those go through ic_hack_admin_role, operator only. A rejection requires a note; the applicant sees it. `seats_full` on an approval means waitlist them instead. Args: { eid?, application_id, decision: 'approve'|'waitlist'|'reject', note? }. Returns: { ok, application, seats }. Required scope: hack:manage (any tier — the event role is the real gate).

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• ris_track_changes

  ris-austria-mcp-server

  Track every document added or changed in one RIS application within an exact date window (changed_from/changed_to), optionally including deletions (include_deleted) — the delta-sync and monitoring primitive for mirrors and watchers, and the only surface that reports removals. Unlike the search tools’ coarse, additive-only changed_since intervals, this is exact-dated and deletion-aware. application accepts every RIS application code listed by ris_list_reference topic applications, including BrKons, LrKons, Dsk, and BgblAuth. Each changed document comes back in a compact cross-class record — document_number (for ris_get_document), title, dates, binding_status, and rendition URLs — plus its last-changed date; removed documents come back as deleted records with a deletion timestamp. One application per call; page explicitly for large windows.

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• create_application

  FlowCastle

  Create a new application (workspace) owned by the caller. Requires a personal API key (usr_...) — application-scoped keys cannot create applications. Seeds default flows unless skipDefaultFlows is true. Creates persistent state and is NOT idempotent: calling it twice creates two applications. Returns the new application id, which you then pass as applicationId to the other tools.

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• hires_upload_attachment

  100Hires - AI ATS & Recruitment Software

  Upload a file and create an attachment. Supported categories: `voicemail` (wav/mp3, max 20 MB, no object_id — returned `uuid` is usable as `attachment_uuid` in nurture voicemail steps); `candidate` (candidate ID); `application` (application ID); `candidate_comment` (comment ID); `job_note` (job-note ID); `company_favicon`/`company_header`/`company_link_preview` (company ID). Object ownership is strictly verified against the authenticated API key's company. Returns `{uuid, url, file, relative_time}`.

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• list_products

  docs

  List the Free Battery Factory products whose documentation is hosted here, each with a one-line blurb, current docs version, and canonical URLs. Presence here means the docs are published, not that the product is in active development — each blurb states its lifecycle. Call this first to discover the valid `product` ids used by the other tools.

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• adcritter_build_app

  AdCritter for Builders

  Start here when building an application. Returns an overview of what the AdCritter platform offers and a catalog of feature guides you can query with the adcritter_guidance tool to learn how to build each part of the app. Call adcritter_guidance(key) for any feature area to get detailed building instructions with API endpoints and response shapes.

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• get_project

  Nih Reporter

  Fetch one NIH project application record by application ID (numeric, distinct from project number). Returns its complete abstract, public-health relevance, terms, PIs, organization, dates, and award amount. Use nih_grant_award_history for multi-year award history.

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• v3_breaking_now

  V³ News

  Get events V³ is currently tracking in BREAKING tempo — fast- moving stories under near-real-time monitoring right now. Use when the user asks "what's breaking", "any breaking news", or about a developing situation. Returns an empty list when nothing is in breaking tempo (a quiet news moment), which is itself a signal.

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• get_tropical_outlook

  Crosby, TX Weather

  Active Atlantic tropical cyclones from the NOAA National Hurricane Center, AND the areas it is watching for development that do not have names yet, with their formation chances. Covers hurricane season (June–November) for Crosby, TX. Returns an explicit all-clear only when there are neither — a quiet CurrentStorms list does not by itself mean a quiet basin.

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• list_applications

  FlowCastle

  List the applications this API key can access, with the caller role and the permissions it grants. Start here when using a personal API key (usr_...): every other tool needs an explicit applicationId, which this tool supplies. Read-only, takes no arguments. Returns an array of { id, name, role, permissions }; an empty array means the key is valid but belongs to no application yet.

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• search_api_docs

  Soracom Knowledge

  Search SORACOM API documentation, CLI references, and SAM permissions. Use for exact API endpoints, soracom-cli commands, or SAM permission strings. Use search_soracom_docs for service guides, console how-tos, pricing, or IoT recipes. Use get_document on `#/schema/<Name>` links in results to read full API schema fields.

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• recover

  rocketsloth

  Recover access when application or API tokens are lost. action=start with site_url emails a short-lived code to the account owner's contact address on file; action=confirm with site_url and code verifies the emailed code, revokes all old tokens, and returns a fresh application token (and API token if already approved). No authentication required; rate limited per IP and per site.

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• docraptor_create_document

  docraptor

  Generate a PDF or Excel document from HTML (document_content) or a URL (document_url). Exactly one of document_content / document_url is required. By default the document is HOSTED and the tool returns a { download_url } you can fetch — ideal for agents (no large binary in the response). Set hosted:false to get the raw document back as base64, or async:true to enqueue a job and poll docraptor_get_document_status. IMPORTANT: real documents consume account credits (billed). Set test:true to generate a FREE, watermarked document while developing. DocRaptor API: POST /docs.

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• dynamoi_apply_for_distribution

  Dynamoi

  Submit an artist's application for Dynamoi music distribution after the user explicitly asks to apply and all five eligibility requirements are met. This records an application for manual review; it does not approve distribution, accept an agreement, submit a release, transfer rights, configure splits or tax forms, or deliver music to stores. All three two-letter country codes, an adult signer attestation, confirmApplicationSubmission=true, and a concise userIntentSummary are required. Repeated submission is idempotent for an active application.

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• get_started

  wallet-tracker

  How to use CabalSpy: where to get a free API key (1000 requests, no cost), pricing, documentation, and what the data covers. Call this first if you do not have a key yet, or if another tool returned an auth error.

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• avizo_docs

  avizo-mcp

  Without arguments: lists every documentation page on avizo.ro/docs (quickstart, alert cadence, hierarchical escalation, SmartBill integration, API reference, troubleshooting) with slug and description. With {slug}: returns that page as markdown — the exact content the site renders. For programmatic integration read {slug: "api-reference"}.

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• check_nsec_walkability

  dns

  Assess zone walkability risk by analyzing NSEC3PARAM configuration. Detects plain NSEC zones, weak NSEC3 parameters, and opt-out flags.

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• search_docs

  mcp

  Search the Applivery documentation by keyword or phrase. Returns matching pages with title, canonical URL, a highlighted snippet, docType ('guides' or 'api'), platform, breadcrumb and in-page headings. Use this first to discover pages, then read one with get_doc_page. For non-developer questions prefer docType 'guides'.

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• history

  Bundlephobia

  Fetch minified + gzipped bundle size for each of up to 5 specified versions of an npm package and return them side-by-side for size regression tracking.

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