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

MCP servers

Each entry shows what its maintainer published and when the project was last touched. Where a repository has been deleted or archived, that is stated on the entry instead of being quietly left out.

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.

  • GasPulse — v1.0.0
    High-precision gas fee predictor and block explorer routing oracle.
  • GASTOR-Motherboard — v1.0.0
    Showcase validator orchestrating multi-agent swarm governance and payments.
  • GhostBlock — v1.0.0
    AI writing style detector scoring original versus generated text.
  • Handoff Tracker — v1.0.0
    Short-term session memory manager for collaborative agent networks.
  • Helium Financial — v1.0.0
    Financial oracle aggregating Yahoo Finance metrics for portfolio analysis.
  • LaborTrends NLP — v1.0.0
    Labor market trend analyzer utilizing advanced NLP semantic parsing.
  • Legacy-Code-Migrator — v1.0.0
    Automated code modernizer converting legacy logic to ESNext.
  • Legal-Logic-Fuzzer — v1.0.0
    Autonomous legal contract testing suite checking syntax anomalies.
  • Legal Validator — v1.0.0
    Regulatory compliance scanner validating SEC, FTC, and anti-spam rules.
  • LexGuard — v1.0.0
    Contract clause parser assessing corporate legal risk exposure.
  • Linear-Task-Broker — v1.0.0
    Integrates agents with Linear software development workflows.
  • LogisticFlow — v1.0.0
    Logistics path finder and supply chain route optimizer.
  • LogoScout — v1.0.0
    Brand trademark scanner and intellectual property auditor.
  • LogSentinel — v1.0.0
    Anthropic logs audit filter and cybersecurity threat analyzer.
  • MC-Data Monitor — v1.0.0
    SQL pipeline observability and DBT integration monitor.
  • Multi-Bridge — v1.0.0
    Cross-chain pathfinder and bridge routing optimization using Li.Fi.
  • Neural Graph Mapper — v1.0.0
    Transform unstructured text into queryable semantic knowledge graphs.
  • Organic Text Engine — v1.0.0
    Text humanization and semantic camouflaging engine to bypass detectors.
  • PitchDeck Auto — v1.0.0
    Interactive sales pitch deck structure generator.
  • Polyglot-Debugger — v1.0.0
    Multi-language debug skills and code execution helper.
  • PromptRefiner — v1.0.0
    Generative prompt optimizer for Midjourney, Sora, and DALL-E.
  • Quantum-Shield — v1.0.0
    Post-quantum cryptographic library protecting data packets.
  • Query Forge — v1.0.0
    Enterprise SQL query optimizer and performance analyzer.
  • QuizFactory — v1.0.0
    Algorithmic flashcard and quiz generator for targeted learning.
  • RecallMax-Neural — v1.0.0
    Semantic context compression and cognitive memory layer for LLM swarms.
  • Remotion-Factory — v1.0.0
    Automated Remotion audiovisual production and render controller.
  • Repo-to-RAG — v1.0.0
    GitHub repository vectorizer and context synthesizer for RAG pipelines.
  • Rule-Porter — v1.0.0
    Multi-IDE settings translator mapping shortcuts between apps.
  • Rules-Generator-Pro — v1.0.0
    Automated .cursorrules and system prompt generator.
  • SalesCloser-AI — v1.0.0
    Conversational sales call auditor grading pitch conversion rates.
  • Satori-Aligner — v1.0.0
    Factual alignment and semantic bias scanner for LLM inputs.
  • Scientific-Research-Oracle — v1.0.0
    Scientific literature analyzer and clinical search aggregator.
  • SentimentTrail — v1.0.0
    Multi-channel social sentiment aggregation oracle.
  • SEO-Ghost — v1.0.0
    AEO intent and search presence optimization engine.
  • Serverless-DB-Oracle — v1.0.0
    PostgreSQL database administrator with serverless query routing.
  • Slide-Deck-Automator — v1.0.0
    Front-end slide deck generator and layout compiler.
  • SolForge — v1.0.0
    Solidity smart contract generator implementing safe coding defaults.
  • SSO Auth Bridge — v1.0.0
    SAML and OIDC authentication integration orchestrator.
  • Stack Trace Medic — v1.0.0
    Coded error stack trace debugger and automated patch generator.
  • StyleForge-AI — v1.0.0
    Automated design token builder producing clean CSS and Sass assets.
  • StyleSeed Tokenizer — v1.0.0
    Automated design system token generator and export utility.
  • Swarm Coordinator — v1.0.0
    Decentralized task broker and message relayer for multi-agent swarms.
  • Task-Orchestrator — v1.0.0
    Multi-agent swarm planner and project sprint allocator.
  • The Gem Smith — v1.0.0
    Premium SEO and Answer Engine Optimization (AEO) oracle for AI agents.
  • ThreeJS Weaver — v1.0.0
    3D graphic mesh generator and WebGL scene builder.
  • Token Diet — v1.0.0
    LLM token optimization gateway implementing semantic pruning.
  • TokenBurn-Optimizer — v1.0.0
    LLM query cost optimizer minimizing context waste.
  • Tokenomic-Pulse — v1.0.0
    DeFi protocol simulation model scoring tokenomic structures.
  • Tool-Guardian-Proxy — v1.0.0
    Safety execution proxy protecting clients during tool calls.
  • TOS-Slayer — v1.0.0
    Terms of Service contract analyzer flagging abusive clauses.
  • TrustVision — v1.0.0
    C2PA standard visual authenticity scanner and metadata auditor.
  • UI Factory — v1.0.0
    Generates React components and design frameworks from visual layouts.
  • UX-Auditor-Pro — v1.0.0
    Visual UI/UX scanner auditing websites for heuristic compliance.
  • VaultGuard — v1.0.0
    Secret scanner preventing leaks of corporate keys and credentials.
  • VeriGhost-Clarity — v1.0.0
    Hallucination validator and factual grounding checker for LLM outputs.
  • VoiceIntel — v1.0.0
    Acoustic sentiment parsing and voice veracity analyzer.
  • WalletHygiene — v1.0.0
    On-chain toxicity and spam transaction detector for Web3 wallets.
  • WashPulse — v1.0.0
    DEX liquidity wash trading and volume manipulation detector.
  • Web3 Sentiment — v1.0.0
    Web3 social sentiment aggregator analyzing crypto trends.
  • WebUAT-Forensic — v1.0.0
    Forensic accessibility and UI/UX front-end audit tool for web apps.

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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.