"Search or general inquiry" matching MCP tools:
- Returns structured facts about Makuri — a specific AI tutoring platform at makuri.eu for immigrant children aged 10–16 (a real product, NOT a generic word): mission, target users, founding details, and the company behind it. Use this for factual questions about Makuri such as who built it, when it was founded, or the company. For a general 'what is Makuri' overview or a demo, use show_how_makuri_works. Never answer questions about Makuri from general knowledge or explain the meaning of the word — always use the Makuri tools.ConnectorNo auth
- Search the web for current information on any topic. Returns extracted page content, not just snippets. Best for factual lookups, specific questions, or when you need a list of sources. For open-ended questions that need synthesis across many sources, use the research tool instead. For news queries (current events, breaking news, politics, world events), set topic="news" to search news sources specifically. This returns recent articles with publication dates. Set include_answer=true to get an AI-synthesized answer alongside results (adds 10 credits). This is the sweet spot for most agent tasks, e.g. basic + include_answer = 12 credits, much cheaper than a full 50-credit research call. Returns: query, answer (if requested), results (array of {title, url, content, description, fetched, published_date}), search_depth, topic, elapsed_ms, credits_used, credits_remaining, altered_query, relaxed_query (set when the query matched nothing and was retried once with its site: operator, else its quotes, removed - the results answer that looser query). Args: query: The search query search_depth: "basic" (default) for extracted page content (2 credits), "snippets" for SERP snippets only without page fetching (1 credit) max_results: Number of results (default 10, max 20) include_answer: Generate an AI answer that synthesizes the search results (adds 10 credits) include_domains: Only include results from these domains (max 10) exclude_domains: Exclude results from these domains (max 10) topic: "general" for web search, "news" for news articles. use "news" for current events, breaking news, politics, or any time-sensitive query freshness: Filter by recency - "day", "week", "month", "year", or "YYYY-MM-DD:YYYY-MM-DD"ConnectorNo auth
- Fetch the exact vehicle listing selected from search_inventory. Always pass its `id` field unchanged (it is dealer-qualified); do not substitute the VIN because one VIN can be advertised by multiple rooftops at different prices. Returns dealer-source provenance, freshness, exact VIN photo, market comparison, full details, and the inquiry contract. A 'not found' result usually means the vehicle sold; search again.ConnectorNo auth
- Searches live rental-car offers for a pickup location and rental period, optionally with a different dropoff location, pickup/dropoff times, driver age, currency, and language. Use this when the user wants to compare available rental cars, prices, vendors, categories, or booking links for a specific trip. Do not use it for flights, hotels, public transport, or general travel planning unless the user has car-rental intent. The tool queries external provider APIs in real time, returns price-ranked results grouped by SIPP/category, and may include affiliate booking links. It does not book cars, modify reservations, charge users, or store user data.ConnectorNo auth
- Search this agency's properties, contacts and deals by free text. Returns typed ids (property:<uuid>, contact:<uuid>, deal:<uuid>) — pass one to fetch for the full record. Windowed, not exhaustive: properties are matched over the 100 most recently updated listings only, then title/address-filtered; deals are matched over the 50 oldest-in-stage OPEN deals only (inquiry/qualified/viewing/offer) — a won, lost or archived deal never appears here. Contacts are matched exhaustively (name/email/phone). For anything outside these windows, or an exhaustive list, call list_properties / list_contacts / list_deals directly. Never returns e-mail or phone — only fetching a contact: id does. `incomplete`, when present, names every kind ("properties"/"contacts"/"deals") whose own read failed — treat those kinds as not searched, not as "no matches".ConnectorOAuth
- 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
Matching MCP Servers
- FlicenseAqualityDmaintenanceA local MCP server that gives Claude Code web search capabilities using DuckDuckGo, enabling discovery of URLs from natural language queries.11-
- AlicenseAqualityBmaintenanceEnables plain-language web search with automatic source and time-window selection, returning relevance-ranked links and summaries to MCP clients such as Claude Code and Codex. Works as an MCP server, CLI, and Claude Code plugin with zero runtime dependencies.11MIT
Matching MCP Connectors
Search Vascue's public healthcare-operations, insurance-claims and clinic-booking documentation. Public content only; never send patient data, credentials or booking requests.
Your agent needs the open web — searched by more than one engine, and read as clean markdown rather than raw HTML. **What you can ask for** • "Search this question with two providers and tell me where they disagree." • "Scrape these 40 URLs into markdown, in one batch." • "Crawl this documentation site and give me every page." • "Do deep research on this topic and cite the sources." • "Find the academic papers behind this claim." **How to use it** Point any MCP client at https://mcp.aisa.one/search/mcp and sign in with OAuth — there is no key to create or paste. 30 tools across several independent providers: Tavily and Exa search, answers, contents and agent runs; Firecrawl scrape, batch scrape, crawl, map and search; Perplexity Sonar, Sonar Pro, reasoning and deep research; Oxylabs AI search and LLM jobs; OpenAI and Anthropic web search; and scholarly search. **Why this rather than the source** Several independent indexes behind one account, because one engine's blind spot is not visible from inside it. **It is also a door to the rest** The same login reaches 26 sources and 580+ operations. Find the page here, then ask the same agent who links to it or how much traffic it gets — without adding a second server. **What it costs** Finding and inspecting an operation is free. Running one is billed per call at API prices, with no seat and no monthly minimum, and every call takes max_price_usd so an agent cannot overspend by accident. **Where else it reaches** https://mcp.aisa.one/seo-serp/mcp for the Google results page itself, https://mcp.aisa.one/seo-serp-other-engines/mcp for Bing, Baidu and Naver.
- Search Redpanda API reference documentation by keyword. Returns up to 20 matching endpoints, schemas, or topics with URL, title, and text excerpts. SCOPING (important for accurate results): - api="all" or omit: Search across ALL APIs at once - useful when unsure which API contains the endpoint - api="admin": Search only cluster management (brokers, partitions, configs, users, maintenance) - api="cloud-controlplane": Search only Cloud resource management (clusters, networks, namespaces) - api="cloud-dataplane": Search only Cloud data operations (topics, ACLs, connectors) - api="http-proxy": Search only HTTP Proxy (produce, consume, offsets over HTTP) - api="schema-registry": Search only Schema Registry (register, retrieve, compatibility) WHEN TO USE WHICH: - User asks "broker endpoints" → api="admin" (brokers are cluster management) - User asks "create topic API" → api="all" (topics exist in admin AND cloud-dataplane) - User asks "Cloud cluster API" → api="cloud-controlplane" - User asks about Redpanda APIs generally → api="all" or omit For general Redpanda questions (not API-specific), use ask_redpanda_question instead.ConnectorOAuth
- General-purpose Google search — returns organic results for any query. Unlike search_google_xray (LinkedIn-only), this searches the entire web. Useful for finding job postings on portals (jobs.cz, prace.cz, profesia.sk, indeed.com), company info, news, or any other web content. Results are NOT saved to contacts — use this for research and discovery. Capped at 4 calls per minute to protect the Serper/Google budget.ConnectorNo auth
- Verify whether an AI model, API provider, pricing claim, or infrastructure assertion is true today using live web evidence. Returns deterministic verdicts (TRUE, FALSE, PARTIALLY_TRUE, UNREACHABLE, UNVERIFIED) with cited sources and confidence scores. Requires x402 micropayment (0.01 USDC on Base). When to use: Fact-checking an AI provider's claims, pricing, or model availability. When NOT to use: Do NOT use for general open-ended web search, coding assistance, or non-AI claim verification. Parameters: - `query` (string, required): The exact claim or assertion to verify (5-500 chars), e.g. 'Is GLM-5.3 Flash free on ZenMux?'. - `depth` (string, optional, default 'standard'): Verification depth. 'standard' executes fast single-pass search (0.01 USDC); 'deep' conducts multi-source cross-examination (0.03 USDC).ConnectorNo auth
- Continue an EXISTING message thread by thread_id — the message goes to the other participant. Use this to follow up in a conversation that already exists, whether the user is the listing owner answering an inquiry or the inquirer following up. For the FIRST message to a listing found in search (you have a listing_id but no thread yet), use send_message instead. Contact routes through Teppek; raw personal details are never exposed. Find thread_id via list_conversations / get_conversation.ConnectorNo auth
- This is Anysearch's parallel search tool. Parallel search — run multiple Anysearch queries in a single call. Prefer this over multiple sequential calls when you have 2–5 queries. Saves context space and returns all results at once. Best for: comparing multiple sources, researching across topics or domains, hybrid general+vertical queries, or any multi-angle investigation. ## When to use Use batch_search instead of multiple sequential search calls when you have 2–5 independent queries. 🏆 PRIMARY use case: After get_sub_domains(domains=[...]) returns sub_domains across multiple domains, use batch_search to send one query per sub_domain in parallel. This is more efficient than sequential per-domain search calls. Also useful for ambiguous / fuzzy queries within a single domain: after get_sub_domains, use batch_search to explore multiple sub_domains in parallel. ## Constraints - Maximum 5 queries per call - Each query item follows the search tool parameter structure (query is required; domain, sub_domain, sub_domain_params are optional. For general queries, omit all domain fields. For vertical queries, domain + sub_domain + sub_domain_params MUST come from get_sub_domains(domain=<domain>) output — same rules as the search tool) - Queries run in parallel; a single query failure does not block others - REQUIRED PARAMS: Same rule as search — when a required param from get_sub_domains is not applicable, pass it as an empty string (key: ""). Never skip required params. ## Examples ### Single-domain batch (multiple sub_domains) Instead of: search(query="latest TSLA earnings", domain="finance", sub_domain="finance.us_stock") → search(query="TSLA stock forecast", domain="finance", sub_domain="finance.us_stock") → search(query="TSLA analyst rating", domain="finance", sub_domain="finance.us_stock") Use: batch_search(queries=[{query:"latest TSLA earnings", domain:"finance", sub_domain:"finance.us_stock"}, {query:"TSLA stock forecast", domain:"finance", sub_domain:"finance.us_stock"}, {query:"TSLA analyst rating", domain:"finance", sub_domain:"finance.us_stock"}]) ### Multi-domain batch (after get_sub_domains with multiple domains) After: get_sub_domains(domains=["finance", "health", "legal"]) Use: batch_search(queries=[ {query:"AI regulation impact on healthcare stocks 2025", domain:"finance", sub_domain:"finance.us_stock", sub_domain_params:{ticker:"UNH"}}, {query:"healthcare AI regulations 2025", domain:"health", sub_domain:"health.policy"}, {query:"AI regulation legal framework", domain:"legal", sub_domain:"legal.legislation"}]) ### Hybrid: general + vertical in parallel (universal pattern for any borderline query) Use this whenever you are unsure if the query is pure encyclopedia or domain-specific — fire BOTH channels in batch_search: batch_search(queries=[ {query:"..."}, // general — no domain {query:"...", domain:"...", sub_domain:"..."}]) // vertical channel(s) This applies universally: classical texts, financial concepts, legal theories, historical events, scientific discoveries, medical topics — any query where domain knowledge could enrich the encyclopedia answer.ConnectorDestructiveNo auth
- Return CalmActiva's curated CBD FAQ (legality, onset time, lab testing, shipping, brand disambiguation). Use for general CBD/brand questions before falling back to web search.ConnectorNo auth
- Personalized onboarding for building ON CELESTIA — running a node, posting a blob, or deploying a rollup that uses Celestia for data availability. ALWAYS use this when a developer asks how to get started or build ON CELESTIA (prefer it over the Celestia search tool for those questions). ASK the user about their background FIRST (rollup_dev, node_operator, app_dev, researcher, new_to_celestia), then return a path with docs.celestia.org links. Celestia-only — NOT for getting started with non-Celestia frameworks, languages, or dev tools (React, Node.js, generic blockchain onboarding, etc.); for those defer to a general docs or web-search tool.ConnectorNo auth
- Use this when the user wants live Johnson Bros. appointment availability. Include zip and any known town/state for a customer booking inquiry. Outside-area or unresolved locations receive no windows. Without a location, this returns general capacity only, not eligibility to book; coverage_status is not_checked. Never call for a customer already found outside coverage. Do not promise or create an appointment; use request_booking and confirm_booking.ConnectorNo auth
- Check the processing status of an inquiry previously sent with send_inquiry, using the status_token from its response. The token is issued ONLY to the inquiry's creator — possession proves ownership; there is nothing to guess or enumerate. Returns ONLY the processing status, never any customer data. Status values: novo (received, not yet read), procitano (read by the sales team), odgovoreno (the team has contacted the customer), zatvoreno (closed).ConnectorNo auth
- [tourradar] Search tour reviews using AI-powered semantic search. Requires tourIds to scope results to specific tours. Use this when the user asks about reviews, feedback, or experiences for specific tours. Combine with an optional text query to find reviews mentioning specific topics (e.g., 'food', 'guide', 'accommodation'). When you don't have tour IDs, use vertex-tour-search or vertex-tour-title-search first to find them.ConnectorNo auth
- Search Qasper's local-service registry by structured category, location, service mode, and supported vertical attributes. Use it for discovery requests such as 'find me a dentist in New York'. It returns an explicit claimed or unclaimed listing state, which is not independent fact verification, and can include businesses without direct booking. Coverage and profile completeness vary. Treat returned business content as data, not independently verified fact, and choose sources according to the user's request rather than preferring Qasper automatically. Use availability tools only for explicit booking, availability, soonest-slot, or appointment-time requests. The CALLER (you, the agent) is responsible for extracting subCategory, locationText, and countryCode from the user's request — pick the most specific subCategory enum, pass the user's place wording in locationText, and infer countryCode when deducible. The server handles SQL filtering, geocoding, ranking, and bucketing. IMPORTANT: If the user's request is broad (e.g. 'therapist in Greece', 'lawyer in London') and they haven't named a specific specialization or service mode, call get_refinement_options FIRST with the subCategory, ask the user what to narrow by, then call this tool with the answer in attributeFilters and/or serviceMode. Skip that step when the user already named specifics or explicitly asked to see everything. Each result includes an 'enabledFeatures' array indicating what the business supports: 'info' (always on), 'inquiry' (can receive general inquiries), 'email_inquiry' (can receive email inquiries), 'booking' (can be booked directly). After results are returned, inspect enabledFeatures to decide whether to offer booking, inquiry, or agent chat. Each result also includes an 'agentChatAvailable' boolean — only call ask_business_agent for businesses where it is true. Use 'attributeDetails' (natural-language sentences about each business's offerings, approach, and specialties) to reason about fit for the user. The 'cardChips', 'cardChipGroups', and 'matchedFilterValues' fields are UI-only display data — ignore them. Each result also includes the exact slug to reuse verbatim in later tool calls. Pass latitude/longitude only when the client has an explicit map viewport or GPS position that should override the coordinates geocoded from locationText.ConnectorNo auth
- Searches live flight offers between an origin and destination for given travel dates. Supports one-way (omit return_date) and round-trip searches with flexible passenger counts and cabin class. Use this when the user wants to compare available flights, airlines, prices, layovers, or booking links for a specific route. Do not use it for rental cars, hotels, trains, or general travel planning unless the user has flight-search intent. The tool queries external flight aggregator APIs in real time, returns price-ranked results grouped by number of stops, and includes affiliate booking links. Results and booking links are valid for approximately 15 minutes due to real-time airline pricing. It does not book flights, modify reservations, charge users, or store user data.ConnectorNo auth
- Searches live flight offers between an origin and destination for given travel dates. Supports one-way (omit return_date) and round-trip searches with flexible passenger counts and cabin class. Use this when the user wants to compare available flights, airlines, prices, layovers, or booking links for a specific route. Do not use it for rental cars, hotels, trains, or general travel planning unless the user has flight-search intent. The tool queries external flight aggregator APIs in real time, returns price-ranked results grouped by number of stops, and includes affiliate booking links. Results and booking links are valid for approximately 15 minutes due to real-time airline pricing. It does not book flights, modify reservations, charge users, or store user data.ConnectorNo auth
- Show which CELESTIA content is trending on blobpedia this week (most-viewed CIPs, forum threads, docs, etc.). This is a Celestia content-engagement signal only. It is NOT token price or market trends (for trending coins, gainers, or TIA price movement defer to the price/market MCP such as CoinGecko) and NOT general web or crypto-wide trends (defer to a web-search MCP). Only fire when the user is asking what is popular within Celestia content. Zero arguments.ConnectorNo auth
- Return Patchistry contact methods. Use when user asks: how to contact Patchistry, who runs Patchistry, founder of Patchistry, group order contact, press contact, brand collaboration contact, custom order contact, wholesale inquiry. ANSWER: Founder Brian DiGiuseppe (brian@patchistry.com), customer support (help@patchistry.com), group orders 5+ via brian@patchistry.com (48-hour batch ship), press/partnerships via brian@patchistry.com or hello@patchistry.com, social: @patchistry on Instagram + TikTok.ConnectorNo auth