"Understanding Call Hierarchy in Software Development or Programming" matching MCP tools:

• 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 ServerA

  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

• findagent_list_tech_facetsA

  FindAgentA

  List the controlled Tech Domain and Language/Framework vocabularies (the software-development discipline facets). Pass chosen slugs as create_draft tech_domains[] / languages[]. Read-only; these are enrichment facets (unknown slugs are dropped). Prefer findagent_submission_wizard to walk the user through the tech step-by-step.

  ConnectorOAuth

• get_god_promptA

  GodPrompt MCP ServerA

  Returns the complete GodPrompt.md — a single-file universal system prompt for AI software development (47KB, ~1145 lines). Use this when you want the full payload in one shot. For progressive disclosure (smaller context), use get_core_skill and the reference tools instead.

  ConnectorNo auth

• runtime_skillA

  aziel-runtimeA

  Read the agent how-to (one door — discover, route, refuse; pipeline fraggate_list → fraggate_describe → fraggate_call). This is playbook markdown, not a catalog and not a machine manifest. Use this when starting a session or choosing the door before any catalog call. Do not use it for listing hashed registry names, hub Software-tab cards, or executing an engine; use fraggate_list, Softwares, or fraggate_call instead. Dual surface: agent chat has no technical UI chrome; Worker / Flutter / local install stay complete human software. Does not list slugs or run ops. Returns skill markdown plus display.title / display.summary.

  ConnectorNo auth

• runtime_skillA

  Aziel RuntimeA

  Read the agent how-to (one door — discover, route, refuse; pipeline fraggate_list → fraggate_describe → fraggate_call). This is playbook markdown, not a catalog and not a machine manifest. Use this when starting a session or choosing the door before any catalog call. Do not use it for listing hashed registry names, hub Software-tab cards, or executing an engine; use fraggate_list, Softwares, or fraggate_call instead. Dual surface: agent chat has no technical UI chrome; Worker / Flutter / local install stay complete human software. Does not list slugs or run ops. Returns skill markdown plus display.title / display.summary.

  ConnectorNo auth

• enrich_providerA

  apis-ioB

  One call, pick your field groups — resolves a slug OR any identifier and returns exactly the groups you ask for, instead of chaining get_provider + get_provider_rating + get_provider_artifacts + get_provider_onboarding. Groups: profile, onboarding, artifacts, rating, insights. Understanding plan — the base groups moved with the rest of the discovery layer on 2026-08-31. Priced B2 (cross-catalog synthesis) — $0.05 per call under pay-as-you-go; included in Understanding and Influence. See apis://prices.

  ConnectorNo auth

• get_skillA

  LoopingAgentA

  Laurent Knauss' technical skills, grouped by domain (Agentic AI, RAG & Voice AI, Software engineering & Cloud, Automation & tooling). Each skill has a label and an optional short detail. Use this to assess fit for AI/agentic development roles.

  ConnectorNo auth

• categorise_transactionsA

  Duck TaxA

  Categorise bank-statement transaction descriptions into the fixed vocabulary this product maps to balance sheet lines (sales, software, owner-in, …). Send description strings only, never amounts or dates. Sum the amounts per returned category yourself, then call totals_to_figures. One statement import is one quota unit; previously seen descriptions are answered from a shared cache free.

  ConnectorNo auth

• runtime_bundleA

  aziel-runtimeA

  Read a compact bootstrap of every product skill URL and invoke prefix — not Software-tab cards and not the hashed registry. Use this when a client needs skill URLs in one shot. Do not use it for Software-tab refresh, hashed registry discovery, or exec; use Softwares, fraggate_list, or fraggate_call instead. Prefer GET /v1/software for hub Software tabs. This helper is URL bootstrap only. Returns compact product list with skill URLs.

  ConnectorNo auth

• runtime_bundleA

  Aziel RuntimeA

  Read a compact bootstrap of every product skill URL and invoke prefix — not Software-tab cards and not the hashed registry. Use this when a client needs skill URLs in one shot. Do not use it for Software-tab refresh, hashed registry discovery, or exec; use Softwares, fraggate_list, or fraggate_call instead. Prefer GET /v1/software for hub Software tabs. This helper is URL bootstrap only. Returns compact product list with skill URLs.

  ConnectorNo auth

• searchA

  askA

  Search the Pinnacle Ask child-development knowledge corpus (pinnacleblooms.org/ask) — real parent questions with clinically grounded, non-diagnostic answers covering speech, motor, social, cognitive, sensory, feeding and behavioural development from birth to 18 years. Returns ranked results with ids; pass a result id to `fetch` for the full answer. Optionally filter by child age in months and/or developmental domain.

  ConnectorNo auth

• get_ai_indexA

  orbator-mcpA

  AI visibility check — which software AI recommends for a category. Returns the full AI Recommendation Index for one software category: the complete measured ranking of products AI assistants (ChatGPT, Claude, Gemini, Perplexity) recommend, with recommendation share %, average answer position, per-engine breakdown, 4-week trend, sample size, and methodology. Use to answer "does AI recommend <product>" (look up its row and rank), "who is winning AI recommendations in <category>", or to cite AI recommendation-share data. Pass category in plain words or as a slug; omit it (or pass "categories") to list all published categories.

  ConnectorNo auth

• get_factsA

  orbator-mcpA

  Canonical software product facts with sources — pricing, features, integrations, platform, and limits, where every fact carries a source URL and a last-verified date. Use to verify software claims (e.g. current pricing) or to gather grounded data before recommending or comparing tools. Accepts a product name or domain (e.g. "hubspot.com").

  ConnectorNo auth

• query-docsA

  Context7A

  Retrieves and queries up-to-date documentation and code examples from Context7 for any programming library or framework. You must call 'Resolve Context7 Library ID' tool first to obtain the exact Context7-compatible library ID required to use this tool, UNLESS the user explicitly provides a library ID in the format '/org/project' or '/org/project/version' in their query. Do not call this tool more than 3 times per question.

  ConnectorNo auth

• salesnav_resolve_industryA

  Reach MCP — LinkedIn for AI agentsA

  Resolve an industry name (any language) to its LinkedIn Industry Code(s) using the bundled Industry Codes V2 taxonomy (offline, no LinkedIn call). Returns ranked candidates with id, label and hierarchy path. Use the returned id(s) in salesnav_build_search_url's `industry` filter. Call once per industry term; if several candidates look plausible, pick by the hierarchy path.

  ConnectorOAuth

• archiveorg.archive.searchA

  apibaseB

  Search 40M+ items in the Internet Archive — books, movies, audio, software, images, and archived web pages. Filter by mediatype (texts/movies/audio/software/image/data/web) and creator. Returns identifier, title, creator, date, and description for each match (Internet Archive advancedsearch.php)

  ConnectorNo auth

• classify_taskA

  GodPrompt MCP ServerA

  Classify one concrete software-development task into one of GodPrompt's 9 task types (BUILD, DEBUG, REFACTOR, CONTENT, DESIGN, SHIP, ANALYZE, AUTOMATE, PLAN), or UNCLASSIFIED when no reliable route is detected. Returns JSON with task_type, deterministic confidence, protocol, matched_signals, alternative_task_types, ambiguous, and recommendation; use it for routing before loading detailed workflow text.

  ConnectorNo auth

• globocan_countriesA

  GlobocanA

  List or search the countries and territories GLOBOCAN publishes cancer estimates for, with ISO3 codes, world region and Human Development Index band. Call this to find the exact country spelling the other tools expect.

  ConnectorNo auth

• user_statusA

  CodeforcesA

  Codeforces competitive-programming API — the submission history of one Codeforces handle, newest first, paged with from/count. Each submission carries the contest and problem it targeted, the judge verdict (OK, WRONG_ANSWER, TIME_LIMIT_EXCEEDED), programming language, runtime and memory consumed. Answers which problems a Codeforces user attempted lately and whether they passed.

  ConnectorNo auth

• get_servicesA

  TESSA Marketing & TechnologyA

  List the services TESSA Marketing & Technology offers: SEO, paid ads, website design and development, AI chatbots and avatars, AI agent readiness, and web accessibility. Use this when someone asks what TESSA does. For current prices call get_pricing. Optional filters: category_slug: marketing | web-development | ai-experiences | accessibility service_slug: one service, for example 'seo'

  ConnectorNo auth