"RAG (Retrieval-Augmented Generation) system that can store papers and web pages" matching MCP tools:

• plan_resume

  PlanExe

  Resume a failed or stopped plan without discarding completed intermediary files. Plan generation restarts from the first incomplete step, skipping all steps that already produced output files. Use plan_resume when plan_status shows 'failed' or 'stopped' and plan generation was interrupted before completing all steps (network drop, timeout, plan_stop, worker crash). For a full restart or to change model_profile, use plan_retry instead. Only failed or stopped plans can be resumed. Returns PLAN_NOT_FOUND when plan_id is unknown and PLAN_NOT_RESUMABLE when the plan is not in failed or stopped state. Returns PIPELINE_VERSION_MISMATCH when the snapshot was created by a different pipeline version; use plan_retry instead.

  Connector

• find_similar_products

  market

  Given a product ID, find similar products across the entire catalog. Useful for "more like this" recommendations or finding alternatives. Returns compact product cards, not full variant detail; call get_product for SKU-level variants, exact variant prices, merchant description, store info, and all images. Returns page and hasNextPage. Returns up to 20 results per page, paginated (max 3 pages).

  Connector

• create_lead_gen_site

  WebZum - The Hosting Layer for AI-Generated Web Content

  Create a third-party LEAD-GENERATION page about a business (NOT a site for that business itself). Use this when the goal is to drive qualified search traffic to someone else's business — affiliate pages, review/guide pages, niche directories. The page is branded as an outside guide (e.g. "Best Roofers in San Diego"), refers to the business in the third person, and routes CTAs to the business's existing website. Differences from create_site: - Slug + page brand are SEO-vanity (e.g. "best-roofers-sandiego"), not the candidate's brand name. - Voice is third-party guide/reviewer — never first person. - Primary CTA is "visit their website"; phone/email demoted. - No specific pricing quoted; differentiators emphasized. - Locality is judged by category, not just address (IT/SaaS/agency stays category-wide even when a city is on file). Pass a business candidate object from search_businesses — that business is the one being PROMOTED. Requires authentication via API key (Bearer token). Generate an API key at webzum.com/dashboard/account-settings. The page generation happens in the background. Use get_site_status to check progress. Returns the businessId (a vanity slug) which can be used to access the page at /build/{businessId}.

  Connector

• generate_video

  Swarm Tips — Aggregated AI Agent Activities

  [SPEND: 5 USDC] Generate a short-form video from a prompt or URL. Costs 5 USDC (Base/Ethereum/Polygon/Solana via x402). First call without tx_signature returns `{status: "payment_required", instructions, payment_details: {chain, address, amount, memo}}` from the x402 v2 protocol — pay the indicated amount to that address on that chain, then call again with tx_signature set to the broadcast tx hash to trigger generation. Returns a session_id to poll with check_video_status. Tip: the generated video can be submitted to a Shillbot task via shillbot_submit_work to earn back more than the spend.

  Connector

• query_knowledge

  mcp-server

  Search the company's connected knowledge across every source — Drive, SharePoint, Confluence, Slack, Notion — with cited synthesized answers, lifecycle awareness, and refusal-on-weak-context. Returns a written answer with [n] citations plus the ranked source chunks. Modes: `fast` (1,500 kT — retrieval-only, no synthesis), `standard` (12,500 kT — default; synthesized answer over the top retrieval set), `deep` (25,000 kT — wider retrieval + premium synthesis for complex questions). Pick the cheapest tier that answers the question. Responses are capped at 25,000 output tokens per Claude Connectors policy; if truncated, structured metadata carries `truncated: true` and `query_id` so the agent can call `get_source_detail` for full provenance.

  Connector

• get_themes

  Alai

  List themes available to the authenticated user. Returns theme IDs and names that can be passed to generate_presentation.

  Connector

• search_within_book

  Source Library

  Deep-dive inside a single book. Runs Atlas keyword search AND scoped semantic search in parallel against that book's pages, then merges results — so this works for both literal terms ("ouroboros") and conceptual queries ("the marriage of opposites"). Typical workflow: use search_library or search_concept to find a candidate book; then call this with that book_id to surface every relevant page. Faster than re-searching globally because it's scoped to one book's 100-500 pages. Returns OCR and translation snippets with page numbers, ready to cite.

  Connector

• get_vibes

  Alai

  List vibes available to the authenticated user. Returns vibe IDs, names, and sources (system or custom) that can be passed as vibe_id to generate_presentation.

  Connector

• send_url

  agentView

  Loads a web page by URL on a display using a full-page iframe, immediately replacing whatever is currently shown. Use this when the user wants to show an external website, dashboard or web app on a display. Provide content_description whenever available so get_display_content can communicate intent without forcing read_display_html. The URL must be an absolute HTTP or HTTPS address. Check get_display_capabilities first to confirm connectivity and browser/runtime support before relying on a remote page. Use this only when the external page already has the desired design quality; otherwise prefer send_html and load render_premium_display_html or read agentview://public/design-system so you can generate a premium display-native experience yourself. Requires authentication with at least content_only scope. Returns id, name, duration, file and version.

  Connector

• list_tenants

  Indicate

  Step 1 — List all tenants the authenticated user can access. (In the Indicate system a tenant is called a 'space'.) Returns each tenant's 'id' and 'displayName'. → Pass the chosen tenant 'id' as 'tenant_id' to every subsequent tool call.

  Connector

• mg_calculator_market_cap_sync

  Marketgenius

  Sync user-entered field values of the open Market Cap Calculator back to the session store so the model can read them via the state tool. Called by the View after any field change; hidden from the model.

  Connector

• troubleshoot_response_code

  Sipflow

  [cost: rag (one embed + one vector search) | read-only, network: outbound to embed model only | rate-limited per IP] Like `lookup_response_code` but augmented: returns the static RFC entry PLUS the top vendor-specific RAG hits for the exact code (and any free-text context the user pasted). When the static entry carries known vendor-specific reason-phrase variants (e.g. 484 + opensips → 'Invalid FROM' from `parse_from.c`), those phrases are folded into the embed query so the right vendor docs surface. Use when the user asks 'why did <vendor> reject this with <code>?' and you want vendor-grounded common causes, not just the RFC text. Especially helpful for fax-rejection paths - 488 / 415 / 606 on a T.38 reinvite (`m=image udptl t38`) is one of the most common 488 variants and the tool surfaces FreeSWITCH `mod_spandsp` / Cisco CUBE / AudioCodes T.38 docs alongside the RFC text. Pair with: `lookup_response_code` first (cheaper); `lint_sip_request` when the code is 4xx and they have the offending request; `compare_sdp_offer_answer` for 488/415 caused by a T.38 reinvite SDP mismatch; `validate_stir_shaken_identity` when the code is 438; `stir_attestation_explainer` for STIR-shaped codes (428/436/437/438/608); `dns_diagnose_sip_target` when the code is 503 / 408 and routing is suspect.

  Connector

• get_skill

  mcp

  ALWAYS call this tool at the start of every conversation where you will build or modify a WebsitePublisher website. Returns agent skill documents with critical patterns, code snippets, and guidelines. Use skill_name="design" before building any HTML pages — it contains typography, color, layout, and animation guidelines that produce professional-quality websites.

  Connector

• create_edit_session

  mcp

  Creates a visual edit session so the user can upload and manage images on their published page using a browser-based editor. Returns an edit URL to share with the user. When creating pages with images, use data-wpe-slot placeholder images instead of base64 — then create an edit session so the user can upload real images.

  Connector

• fetch_ddo_definition

  dannet

  Fetch the full, untruncated definition from DDO (Den Danske Ordbog) for a synset. This tool addresses the issue that DanNet synset definitions (:skos/definition) may be capped at a certain length. It retrieves the complete definition from the authoritative DDO source by following sense source URLs. WORKFLOW: 1. Get synset information to find associated senses 2. Extract DDO source URLs from sense data (dns:source) 3. Fetch DDO HTML pages and parse for definitions 4. Find elements with class "definitionBox selected" and extract span.definition content IMPORTANT NOTES: - Looks for CSS classes "definitionBox selected" and child span.definition - DDO and DanNet have diverged over time, so source URLs may not always work - This implementation uses httpx for web requests and regex-based HTML parsing Args: synset_id: Synset identifier (e.g., "synset-1876" or just "1876") Returns: Dict containing: - synset_id: The queried synset ID - ddo_definitions: List of definitions found from DDO pages - source_urls: List of DDO URLs that were attempted - success_urls: List of URLs that successfully returned definitions - errors: List of any errors encountered - truncated_definition: The original DanNet definition for comparison Example: result = fetch_ddo_definition("synset-3047") # Check result['ddo_definitions'] for full DDO definitions # Compare with result['truncated_definition'] from DanNet

  Connector

• send_html

  agentView

  Pushes raw HTML to one display, replacing current content. Prefer send_url only when the user explicitly wants an external web page. Include a human-readable description so get_display_content can summarize intent without reading raw HTML. Before complex content, call get_display_capabilities to match the real browser/runtime. When no design system is supplied, use premium digital-signage quality: full-screen layout, strong hierarchy, refined typography, robust fallback data, and no action buttons unless touch is requested. Exactly one of html or base64_html is required. Requires content_only scope and display management access. Returns id, name, duration, file and version.

  Connector

• firecrawl_crawl

  xpay✦ Web Scraping Collection

  Starts a crawl job on a website and extracts content from all pages. **Best for:** Extracting content from multiple related pages, when you need comprehensive coverage. **Not recommended for:** Extracting content from a single page (use scrape); when token limits are a concern (use map + batch_scrape); when you need fast results (crawling can be slow). **Warning:** Crawl responses can be very large and may exceed token limits. Limit the crawl depth and number of pages, or use map + batch_scrape for better control. **Common mistakes:** Setting limit or maxDiscoveryDepth too high (causes token overflow) or too low (causes missing pages); using crawl for a single page (use scrape instead). Using a /* wildcard is not recommended. **Prompt Example:** "Get all blog posts from the first two levels of example.com/blog." **Usage Example:** ```json { "name": "firecrawl_crawl", "arguments": { "url": "https://example.com/blog/*", "maxDiscoveryDepth": 5, "limit": 20, "allowExternalLinks": false, "deduplicateSimilarURLs": true, "sitemap": "include" } } ``` **Returns:** Operation ID for status checking; use firecrawl_check_crawl_status to check progress. **Safe Mode:** Read-only crawling. Webhooks and interactive actions are disabled for security.

  Connector

• mg_calculator_profit_margin_sync

  Marketgenius

  Sync user-entered field values of the open Profit Margin Calculator back to the session store so the model can read them via the state tool. Called by the View after any field change; hidden from the model.

  Connector

• check_feasibility

  governance-platform

  Check whether a set of constraints can be simultaneously satisfied. Uses the twist-compression operator to detect structural obstructions — fundamental conflicts in the constraint system that cannot be resolved by adjusting any single field. Returns obstruction type, magnitude, and the specific constraint interactions causing the conflict. Fast pre-check before running full validation. Args: api_key: GeodesicAI API key (starts with gai_) constraints: List of derivation rules and formal constraints to check field_values: Current field values (numeric key-value pairs)

  Connector

• mg_calculator_profit_margin_sync

  Marketgenius

  Sync user-entered field values of the open Profit Margin Calculator back to the session store so the model can read them via the state tool. Called by the View after any field change; hidden from the model.

  Connector