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.

  • Reel25 — Video Analytics for TikTok, Instagram & YouTube — 26 functions, v1.0.5
    Video analytics for TikTok, Instagram, and YouTube. Track, analyze, and discover content.
  • io.github.usualaccountant/tally-mcp — needs an account, v1.0.0
    AI for Tally Prime and Tally ERP 9. Hosted MCP server to ask your accounts in any language.
  • Agent Factory — 3 functions, v0.1.0
    Deterministic, receipted digital microservices. Gate A is simulation-only.
  • Utilify — 8 functions, v0.1.0
    AI agents compare and sign up for Texas utility plans: electricity, internet, gas, water, trash.
  • io.github.uuaid/mcp — v0.1.1
    Permanent identity + encrypted, quantum-ready memory that outlives the session, for any AI agent.
  • io.github.uxjulie-climate/sustainability-auditor — 4 functions, needs an account, v1.0.0
    Website carbon footprint auditor. CO2/page, grade A–F, green hosting check, and recommendations.
  • io.github.uxloom-dev/uxloom — v0.5.0
    Agent-native UI/UX design validation: journey completeness, state coverage, and WCAG checks.
  • Vaara — v1.60.1
    Accountable autonomy proxy: gating, tamper-evident audit, time anchor for every action
  • Vaara MCP Server — v1.60.1
    Accountable autonomy MCP server: gating, tamper-evident audit for every action
  • io.github.vaggeliskls/release-notes-mcp — v1.0.1
    A small, generic MCP server for combining GitHub/GitLab/Gitea releases into product release notes
  • Breeze — needs an account, v0.1.0
    Breeze project management: cards, to-dos, comments, time tracking and estimates.
  • Timen — needs an account, v1.0.0
    Timen time tracking — timers, time entries, reports, projects, and clients.
  • io.github.valewnrt/testa — v0.2.1
    Drive the iOS Simulator from an agent: read the screen, tap/type/swipe, replay flows in CI.
  • Joomil — Swiss Classifieds MCP — 5 functions, v1.0.0
    Search Swiss classifieds on Joomil.ch — top marketplace in French-speaking Switzerland since 2007.
  • NDASentry — 2 functions, v1.0.0
    Anonymous NDA risk analysis for AI agents. $9 per report. No signup, no data retention.
  • Valuein — SEC EDGAR Fundamentals & Smart-Money Data — 118 functions, v2.80.0
    Point-in-time, survivorship-free SEC EDGAR fundamentals + smart-money signals for AI agents.
  • Nanostores MCP — v0.1.2
    Debug and analyze Nanostores apps with AI: scan stores, monitor runtime events, and search docs.
  • io.github.VamsiSudhakaran1/release-gate — v0.8.4
    Pre-deploy security auditor for AI agent code — the risks generic SAST misses.
  • io.github.vandewilly/dice-roller — v0.1.0
    Roll dice using standard notation (2d6, 1d20+5), D&D stats, coin flips, and more!
  • io.github.VanguardiaAI/doktor — v1.0.1
    Busca 56,000+ médicos verificados en México con cédulas validadas por la SEP
  • io.github.vanshulgoyal101/ctx — 6 functions, v1.0.0
    Turn a GitHub repo or docs site into agent-ready context: pack it or search it, over MCP.
  • io.github.vanshulgoyal101/mcp — 4 functions, v1.0.0
    Read any web page as clean Markdown for AI agents: fetch, search, metadata, links. SSRF-safe.
  • PricePilot — Free CPG Pricing Intelligence — 6 functions, endpoint not answering, v1.0.1
    Free competitive pricing intelligence for CPG brands across Amazon categories.
  • Vantio Gate — v0.1.0
    Vantio Gate — Policy Latch dry-run evaluate for agents. No live enforce from MCP.
  • Vantio Optics — v0.1.1
    Vantio Optics — read-only Sight Loop observe for agents. Proofs, hosts, upgrade path.
  • MCP-Bastion — v4.0.0
    Security middleware for MCP. Blocks prompt injection, PII leakage, and resource exhaustion.
  • CanLII — needs an account, v0.1.0
    MCP for CanLII: Canadian case law and legislation metadata (federal, provincial, territorial).
  • CourtListener — 34 functions, v0.1.0
    MCP for CourtListener: US federal and state opinions, dockets, judges, plus eCFR regulations.
  • Vaquill — 15 functions, v0.1.2
    Legal research: US primary law, Indian case law (31M+ judgments), and citation graph traversal.
  • io.github.var-gg/pindoc — v0.2.0
    Code-pinned team memory for AI coding agents — typed artifacts, MCP-native, self-host.
  • Quorel — endpoint not answering, v1.0.0
    Turn any public website into a clean, versioned, queryable API — with native MCP support.
  • Async Parallel Antigravity for Codex & Claude Code — v0.1.11
    Run parallel, resumable, human-operable Antigravity CLI sessions from any MCP agent harness
  • io.github.varaprasadreddy9676/huly-mcp — v0.5.4
    MCP server for Huly — manage projects, issues, documents and more via natural language.
  • io.github.varaprasadreddy9676/remote-bridge — v0.1.5
    Sync code to remote servers via SSH/rsync and deploy from any AI IDE.
  • io.github.vardior9/apiiro — v0.1.0
    Ship software securely with an AI AppSec Agent
  • Monarch Money — v0.1.4
    MCP server for Monarch Money — accounts, transactions, budgets, cashflow, investments, and more
  • io.github.variflight/variflight-mcp — v1.0.2
    VariFlight's official MCP server provides tools to query flight, weather, comfort, and fare data.
  • io.github.varoriya/varo-mcp — needs an account, v1.0.1
    AI image, video & audio generation tools for AI agents, powered by Varoriya.
  • Scout Security — v0.1.7
    Deterministic, zero-token security scanner your AI agent calls to find and re-verify issues.
  • io.github.varun29ankuS/mif-tools — v0.2.1
    Convert, validate, and inspect AI agent memories across formats
  • io.github.varun29ankuS/shodh-memory — v0.2.0
    Cognitive memory for AI agents — semantic search, Hebbian learning, knowledge graphs.
  • io.github.varun369/superlocalmemory — v2.7.5
    Local-first AI memory with knowledge graphs and hybrid search. 17+ AI tools via MCP. Free.
  • Air Quality Mcp — protocol reply could not be used, v1.0.0
    Stay ahead of pollution with our Air Quality MCP. Access real-time air quality data, including
  • Country Data Mcp — endpoint not answering, v1.0.0
    MCP server for country_data_mcp
  • Crypto Prices Mcp — endpoint not answering, v1.0.0
    Unlock the power of real-time cryptocurrency data with our Crypto Price Insights MCP server.
  • Currency Converter Mcp — endpoint not answering, v1.0.0
    MCP server for currency_converter_mcp
  • Data Compute Stats Mcp — 6 functions, v1.0.0
    Transform your data analysis with our Data Compute & Stats Bot. Effortlessly calculate descriptive
  • Dictionary Lexicon Mcp — protocol reply could not be used, v1.0.0
    Discover the true meaning of any English word with our Dictionary Lexicon MCP. Whether you're a
  • Dns Lookup Mcp — 3 functions, v1.0.0
    Unlock the power of DNS lookups with our DNS Lookup service using Google DNS-over-HTTPS. Whether
  • Earthquake Monitor Mcp — 3 functions, v1.0.0
    Our Earthquake Monitor harnesses the USGS earthquake feed to provide you with up-to-the-minute
  • Ecommerce Mcp — protocol reply could not be used, v1.0.0
    MCP server for E-Commerce
  • Education Mcp — endpoint not answering, v1.0.0
    MCP server for Education
  • Environment Nature Mcp — protocol reply could not be used, v1.0.0
    MCP server for Environment & Nature
  • Finance Fintech Mcp — 4 functions, v1.0.0
    Unlock the power of real-time financial data with our Finance MCP. Easily retrieve the latest
  • Git Diff Mcp — endpoint not answering, v1.0.0
    MCP server for git_diff_mcp
  • Github Public Repos Mcp — endpoint not answering, v1.0.0
    Dive into the world of open-source with the GitHub Repo Explorer! Utilize the powerful GitHub
  • Hacker News Mcp — endpoint not answering, v1.0.0
    Dive into the latest and greatest from the tech world with our Hacker News MCP server.
  • Home Automation Mcp — endpoint not answering, v1.0.0
    MCP server for Home Automation
  • Htmlpdf Transform Mcp — 5 functions, v1.0.0
    Htmlpdf Transform Mcp connects AI agents to real public APIs via MCP. Tools include
  • Ip Geolocation Mcp — 3 functions, v1.0.0
    Unlock the power of IP geolocation with our tool! Whether you're a developer needing location data

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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.