ZBS Index What actually exists in applied AI, with the source next to it

Retrieval

Everything here was classified as retrieval by keyword match against the maintainer's own description, so treat the grouping as a starting point rather than a verdict.

The list is ordered by the most recent commit, not by stars. This makes current maintenance visible; it does not prove quality or fit for your task.

Listed, not yet verified by us (60)

Published to the registry, but we have not yet checked its repository. Treat the entry as the maintainer’s claim only.

  • HPControl Industrial Catalog — protocol reply could not be used, v1.0.0
    B2B industrial valves, solenoid valves & pneumatic actuators. Search & build a cart.
  • Laspi Business Directory — 3 functions, v1.0.0
    Search a directory of real, owner-confirmed small businesses. Read-only; attribution required.
  • Logobaker — needs an account, v1.139.0
    Search logos, browse feeds and blogs, check your stats — from your AI chat.
  • Plainsight MCP — endpoint not answering, v0.2.1
    Search the Plainsight playbook and review code against proven best practices.
  • pro.publifye/darash — needs an account, v1.0.0
    Bible research for AI: 56 translations, Strong's, cross-refs, 13 dictionaries, morphology, search
  • Carvox — Carros Usados em Portugal — 4 functions, v1.0.0
    Used car catalogue in Portugal. Search by make, model, price, mileage, fuel and district.
  • Lexbase — legislação portuguesa — needs an account, v1.0.0
    Search Portuguese consolidated legislation: the exact in-force article, official source.
  • pt.minhamorada/minha-morada — 6 functions, v1.1.0
    Portugal real estate search — 224,000+ listings, commute times and market prices
  • Ferritin — Rust documentation — 2 functions, v2026.7.21
    Search and read Rust documentation for the standard library and any crate on crates.io
  • Krasoft Russian Public Procurement — 8 functions, v1.0.0
    Search and analytics for Russian public procurement (44-FZ/223-FZ): tenders, contracts, market data
  • срезAI — Search API for AI agents — 9 functions, v1.0.0
    Web search, page reading and structured extraction for AI agents, with strong RU coverage
  • SuperTours.ru Tour Search — blocked by network safety policy, v1.0.0
    Search tours and excursions on supertours.ru by destination, price, duration, and rating.
  • Zavod Stanki CNC Catalog — 10 functions, protocol reply could not be used, v1.1.0
    CNC catalog MCP for TWAIT factory: search machines, specs, images, leads.
  • AgentDrive — endpoint not answering, v0.0.1
    Artifact store for AI agents — read, write, and search files by path; share by rendered URL.
  • run.onvibe/onvibe — needs an account, v0.1.0
    Talk to Claude and get a live web app deployed to a real URL, with Postgres, storage and cron.
  • run.pantheon/mcp — needs an account, v1.0.0
    Search your Pantheon contacts, read cross-channel message timelines, and query the AI brain.
  • Sistaminuten travel search — 2 functions, v1.0.0
    Realtime package holiday and charter flight prices from Sweden. Inventory not on Google Flights.
  • services.gera/mcp-gera-jobs — v1.0.1
    Search global job categories, real crawled salary benchmarks and country job markets. No auth.
  • services.gera/mcp-gera-nexus — v1.0.1
    Search Gera marketplaces and create consent-first booking intents. No payment taken by server.
  • services.gera/mcp-gera-skills — v1.0.1
    Search, inspect and recommend AI skill packs from the GeraSkills marketplace. Offline, no auth.
  • Clamp Analytics — needs an account, v1.0.0
    Clamp Analytics MCP server: traffic, revenue, funnels, cohorts, errors, and search, for AI agents.
  • Edict — v1.0.2
    Search your dictation transcripts and transcribe audio or video on-device, with speaker labels.
  • Google Search data for agents — 6 functions, v1.0.0
    1 Google Search endpoints. Pay per call in USDC via x402.
  • mozg — needs an account, v0.1.0
    Exam-scored knowledge brains your agent searches over MCP, plus a public list of their gaps.
  • sh.objekt/mcp-upload — v0.1.5
    Public file storage for AI agents. Upload files and get a permalink back.
  • twitr.sh — 14 functions, v1.0.0
    X/Twitter reads, search, monitors and posting. Pay-per-call in USDC — no signup, no API keys.
  • uldl — needs an account, v0.1.0
    Persistent file storage for AI agents via MCP and curl. Upload, download, and version files.
  • siGit — needs an account, v1.2.3
    MCP server for siGit (sigit.si): browse repos, search code, manage PRs/issues, web search.
  • Skew — 4 functions, v1.0.0
    Authored design service: one-of-one landing pages, pitch decks, and research-grounded briefs.
  • sk.sos-battery/booking — 11 functions, v1.1.0
    AI battery search & first AI-agent booking for car battery replacement (EU/SK). By benben.sk.
  • so.jinko/jinko-mcp — endpoint not answering, v0.0.27
    Jinko is a travel MCP server that provides hotel search and booking capabilities.
  • Linkup — protocol reply could not be used, v0.0.1
    Search the web in real time to get trustworthy, source-backed answers.
  • Sombra — needs an account, v1.0.0
    AI research library. Save, organise and reuse notes and webpages as clean markdown context.
  • Agentmemory MCP — needs an account, v0.1.0
    Paid remote MCP for persistent AI agent memory, analytics, checkout, and search-readiness.
  • store.bopmarket/marketplace — endpoint not answering, v1.0.0
    AI marketplace: search, buy, sell across Amazon, eBay, AliExpress. 13 tools.
  • DACIX — The Store for AI Agents — 19 functions, v1.2.0
    AI-agent marketplace: agent templates, web search & crawl, SEO audit, RO company data, city info.
  • Ivory River — Agent Commerce — endpoint not answering, v0.1.0
    Search, configure, quote, recommend gaming PCs and components. Hands user to in-browser checkout.
  • su.hpt/hptsu-mcp — 21 functions, v0.4.1
    Search hpt.su — Russian/EAEU vehicle compliance documents: type approvals, certificates, VIN lookup.
  • MCP.SV — El Salvador Knowledge Server — endpoint not answering, v1.0.1
    Drop El Salvador into your context window: ~280 official ES/EN docs, hybrid search. Free PAT.
  • Prometheus MCP — endpoint not answering, v1.0.0
    Knowledge Network for AI Agents and creators: Search, rate, and review programming guides via MCP
  • tech.agentbazaar/marketplace — endpoint not answering, v1.2.0
    AI Agent Marketplace — Search, execute, chain, and sell 3,000+ agents via MCP. Free, no API key.
  • Memo AI – meeting assistant — v0.1.1
    Search transcripts and summaries of your meetings, calls, and recordings in Memo AI
  • SeaWeb — 35 functions, needs an account, v0.13.1
    Agent-native search: SF travel + restaurants. Honest labels; partner-confirmed request relay.
  • Gravity AI UI — 4 functions, v1.0.0
    Search public Gravity AI UI drafts and generate Gravity UI interface payloads.
  • Codex Pets Registry — 7 functions, v1.0.0
    Search, preview, install community Codex pet packs, and discover the pet request flow.
  • AgentMail — needs an account, v1.0.0
    Email inboxes for AI agents: send, receive, reply, search, and manage threaded email over MCP.
  • today.lmk/commerce — 13 functions, v1.0.0
    Cross-merchant product search with real price history, comparisons, and demand signals.
  • tools.ref/ref-tools-mcp — needs an account, v3.0.1
    Token-efficient search for coding agents over public and private documentation.
  • trade.neglect/mcp-server — endpoint not answering, v1.0.0
    Full Solana DeFi coverage: launchpads, tokens, trades, and wallets, decoded at scale.
  • travel.kismet/mcp-server — 13 functions, v0.0.0
    Semantic hotel search with real-time availability and price comparison for Kismet Travel
  • FrankSpace Public MCP — 5 functions, v0.2.0
    Read-only search over live UK office & workspace listings on FrankSpace.
  • uk.co.propbar/research — needs an account, v1.1.0
    UK property research tools - crime stats, schools, demographics, valuations for AI.
  • TriSys — needs an account, v2026.5.5
    AI-powered recruitment CRM — search candidates, companies, vacancies and placements.
  • SAKH — Ayatollah Khamenei Research Corpus — needs an account, v1.0.1
    Ayatollah Khamenei corpus: fatwas, lectures, knowledge graph. Arabic/Persian. Research access.
  • MindFlows — needs an account, v1.0.0
    Visual workflow memory: search, read, and freeze MindFlows workflows from any agent.
  • Lawgical — needs an account, v1.0.0
    Search and read Vietnamese law — 150,000+ documents, cited to the exact Điều and Khoản.
  • Radix Wiki — 9 functions, v3.0.0
    Community-maintained knowledge base for Radix DLT — search, read, and contribute wiki pages.
  • wine.beyond/beyond-wine — 11 functions, v1.0.0
    Claims-based knowledge base for no/low ABV specialty beverages (producers, beverages, people).
  • LatLng — 5 functions, v0.1.0
    Geocoding, reverse geocoding, and places search for LatLng.
  • Jobo Job Search — needs an account, v1.1.0
    Search a live index of millions of open jobs from employer career sites and 100+ ATS platforms.

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How this page is ordered

Entries are grouped by whether anyone is still working on them, using the date of the most recent push to the repository. They are not ordered by stars, because a star is a bookmark somebody left once and never took back.

Where we have not checked an entry yet, it says so rather than being mixed in with the verified ones.