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.

  • io.kolvera/kolvera — needs an account, v1.7.0
    AI sales & BD platform for Australian recruiters: search, enrich, campaign, research, reports.
  • LinkList — needs an account, v1.0.0
    Search source collections your team vetted. Every passage cites its URL and fetch date.
  • LinkMCP — needs an account, v1.1.0
    Hosted MCP server for LinkedIn: 31 tools for profiles, search, messaging, posts, enrichment.
  • Maindex Expert Memory Service — needs an account, v1.0.0
    Full-control memory API for AI agents — memories, collections, links, search, and bulk operations.
  • MCP Marketplace — 7 functions, v1.0.0
    Search and install 4,000+ security-scanned MCP servers from inside any MCP-aware AI client.
  • io.mcpcentral/jsoncanvas — needs an account, v0.1.0
    Create, validate, edit, export (markdown/svg/png/mermaid), and search JSON Canvas files.
  • Mediawork — 10 functions, v0.1.0
    Search Mediawork's directory of post-production and distribution vendors, plus FAQ and plans.
  • LLM Optimizer — needs an account, v1.0.0
    AI brand visibility analytics: visibility scores, optimizations, video, Reddit, and search rankings.
  • Motomarks MCP Server — needs an account, v1.0.1
    Car logo API and image CDN: search automotive brands, fetch brand data, and build logo CDN URLs.
  • Namefi — needs an account, v3.0.0
    Search, buy, and manage domains, DNS records, orders, and NFSC balance on Namefi.
  • io.obsideo/mcp — v0.1.0
    Encrypted S3-compatible storage with cryptographic possession proofs. 12 GB free, self-serve.
  • Agent Zero — ERC-8004 Agent Intelligence — 4 functions, v1.8.0
    Free read-only ERC-8004 agent-intel tools: coverage, leaderboards, agent vetting, payment graph
  • Philidor DeFi Vault Risk Analytics — 10 functions, v1.0.0
    Search 700+ DeFi vaults, compare risk scores, analyze protocols. No API key needed.
  • io.prospeo/prospeo-mcp-server — needs an account, v1.1.0
    Prospeo: Find, search, and enrich people and companies with verified emails and mobile numbers.
  • Qt Documentation — protocol reply could not be used, v0.2.0
    Search Qt 6 API and product docs (Qt Core, Qt Quick, Qt Creator, Boot to Qt, MCUs).
  • io.scispot/mcp — needs an account, v1.0.0
    Turn any LLM into your lab assistant: search samples, track experiments, analyze data with AI.
  • Seal Security — needs an account, v0.1.116
    Vulnerability management: scan projects, search sealed packages, manage sealing rules and reports.
  • io.searchapi/mcp — needs an account, v1.0.0
    Give AI assistants access to real-time search data through SearchApi.
  • io.seaworthy/mcp — 7 functions, v0.4.0
    Disability insurance MCP: a quote_request action plus carrier and coverage research tools.
  • io.serpjet/serpjet-mcp — v0.1.1
    Google SERP API for AI agents. 10 result types incl. shopping. 1,000 free searches/month.
  • io.snyk/mcp — v1.1304.2
    Easily find and fix security issues in your applications leveraging Snyk platform capabilities.
  • MeetMyAgent — needs an account, v0.2.0
    MeetMyAgent: search the free AI-native marketplace and list your offers, from any MCP client.
  • StudioMeyer Memory — needs an account, v3.16.12
    AI memory with 56 tools. Knowledge Graph, semantic search, OAuth 2.1 + Magic Link. Free tier.
  • StudioMeyer Personal Suite — v0.5.5
    Local-first productivity: email, calendar, messaging, search, image gen. 49 tools. BYOK.
  • Teres — Booking for AI Agents — endpoint not answering, v0.1.0
    Search and book appointments at local businesses. Barbershops, salons, spas, and more.
  • io.tooloracle/flightoracle — 8 functions, v1.0.0
    Flight Intelligence MCP — search, cheapest dates, multi-city, airline compare via Google Flights
  • io.tooloracle/hoteloracle — 8 functions, v1.0.0
    Hotel Intelligence MCP — search, price compare, area guides, price calendars via Google Hotels
  • io.tooloracle/law — 20 functions, v1.0.0
    LawOracle — 20 legal AI tools: case law search, contracts, EU regulations, citation graph.
  • io.tooloracle/memoryoracle — endpoint not answering, v1.0.0
    MemoryOracle - 10 agent memory tools: vector store, recall, summarization, redaction.
  • io.tooloracle/rankoracle — 13 functions, v2.0.0
    SEO Intelligence MCP — 13 tools: keyword research, SERP, domain audits, competitors.
  • io.tooloracle/researchoracle — 11 functions, v1.0.0
    ResearchOracle - 11 financial research tools: 10-K parsing, equity, macro, citation graph.
  • io.tooloracle/seooraclev2 — 7 functions, v1.0.0
    SEOOracle v2 - 7 next-gen SEO tools: AI overview tracking, GEO/AEO, entity coverage.
  • io.twelvelabs/twelvelabs-mcp-server — endpoint not answering, v1.0.1
    TwelveLabs MCP: video indexing, search, analysis, and embeddings for AI applications.
  • Unstructured Transform — needs an account, v0.7.2
    Turn documents into structured, AI-ready data by parsing, enriching, chunking, and embedding.
  • io.usefulapi/bettermode — protocol reply could not be used, v1.0.0
    Read Bettermode community spaces, members and posts; full-text search across your community.
  • io.usefulapi/braintree — protocol reply could not be used, v1.0.1
    Search Braintree transactions, customers and payment methods, and refund or void charges.
  • io.usefulapi/gitbook — protocol reply could not be used, v1.0.0
    Read spaces, collections, pages and content; search docs and manage GitBook organization spaces.
  • io.usefulapi/knowledgeowl — protocol reply could not be used, v1.0.0
    Read and write knowledge-base articles, categories, snippets, glossary, readers, and search data.
  • io.usefulapi/linear — protocol reply could not be used, v1.0.1
    Search, read and create Linear issues, projects, teams and cycles.
  • io.usefulapi/mistral — protocol reply could not be used, v1.0.1
    Manage your Mistral platform — models, files, batch jobs, agents and RAG document libraries.
  • io.usefulapi/peopledatalabs — protocol reply could not be used, v1.0.1
    Enrich and search people and companies, resolve identities, and enrich IP addresses.
  • io.usefulapi/stream — protocol reply could not be used, v1.0.1
    Query channels, search messages, and read threads, users and reactions in your Stream Chat app.
  • Vintage Chocolate Recipes — endpoint not answering, v1.0.0
    Search 146 vintage chocolate recipes from 1914: cakes, candies, mousses, beverages.
  • A Christmas Carol — endpoint not answering, v1.0.0
    Semantic search through Dickens' A Christmas Carol by meaning, theme, or character.
  • Lenny's Podcast Transcripts — endpoint not answering, v1.0.0
    Search 286 episodes of product management wisdom from top leaders at Figma, Airbnb, Linear.
  • io.veezee/linkedin — needs an account, v3.1.0
    LinkedIn data for AI agents: search, profiles, companies, posts. Free key, self-minted, no signup.
  • io.veezee/reddit — needs an account, v1.1.0
    Reddit posts, comments, subreddits, and search for AI agents. Free key, self-minted, no signup.
  • io.veezee/x-twitter — needs an account, v1.1.0
    X (formerly Twitter) posts, profiles, and search for AI agents. Free key, self-minted, no signup.
  • Whatic IC Datasheets — 7 functions, v1.0.0
    IC datasheet search: parametric part finding, spec lookup, price comparison — grounded in real PDFs.
  • Bijack Loadboard — 2 functions, v0.1.0
    Search active public freight loads and loadboard halls on Bijack.
  • Cup24.it Availability — 5 functions, v1.0.0
    Search private healthcare appointment availability across Cup24.it: services, doctors, clinics.
  • it.heera/agentimus — 16 functions, needs an account, v1.33.0
    heera.it via Agentimus: AI readiness, traffic, request log, search & index reports, by approval.
  • it.piqod/experiences-oracle — 3 functions, v1.0.1
    Search & compare prices for tours, activities and tickets across multiple providers.
  • TaxCompass — Italian tax tools — 4 functions, v1.0.0
    Sourced Italian tax tools for AI agents: cited primary-source search + a deterministic tax engine.
  • Alpha (Mossland) — 12 functions, v1.0.0
    Korean crypto × AI media MCP — channel stance, daily briefs, RAG, canonical store, AI personas.
  • legal.kvasir/kvasir-legal — needs an account, v1.0.0
    Verifiable German, Austrian, Swiss & EU law: resolve, search and verify citations with provenance.
  • Onchain Alpha Lab — endpoint not answering, v1.0.0
    Paid MCP tools for onchain alpha research, X content analysis, and KOL distillation.
  • max4.live — 3 functions, v1.0.1
    Natural-language search over 8,900+ Max for Live devices for Ableton Live.
  • chathome.lu — Luxembourg Real Estate — needs an account, v1.0.0
    Luxembourg real estate for AI agents: property search, price estimates, market data, commutes.
  • BezBaseina — 3 functions, v1.2.2
    Latvian property portal: search rentals, sales & nightly stays; market stats; owner tools via OAuth.

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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.