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.

  • OpenGrok MCP Server — v9.0.1
    MCP server bridging OpenGrok search engine with AI for instant context across massive codebases.
  • io.github.idanbier999/saperly — v0.1.2
    Phone carrier for AI agents. Provision numbers, make calls, send SMS, TCPA compliance built-in.
  • Glyphloop — v0.1.0-beta.0
    Create loop-perfect ASCII animations and website-ready embeds with an AI agent.
  • io.github.idjohnson/vikunjamcp — v1.0.26
    An MCP server that provides access to Vikunja, a self-hosted task management solution.
  • io.github.Idle-Sync/db-conn-mcp — v0.5.1
    A dead-simple, self-hosted MCP server for securely querying databases via AI agents.
  • io.github.IDNSIDNS/tenderapi-mcp — v0.7.1
    MCP server for French (BOAMP) + EU (TED) public procurement data via TenderAPI.
  • io.github.IdoAzaCalls/cron-explainer — v0.1.2
    Cron expression parser: explains any cron + returns next N fire times. Timezone-aware.
  • io.github.idoco2003/vincikit — v2.0.1
    AI stack configurator with conversational interviews and intelligent recommendations
  • io.github.IDTitanium/clippy — v1.0.0
    AI agents can Create rooms and store/retrieve text and images, and hand link to humans no sign-up.
  • io.github.ie3jp/illustrator-mcp-server — v1.6.2
    Adobe Illustrator MCP with 63 tools — more than the official Illustrator MCP. macOS | Windows.
  • Shortlist Price Index — v1.2.0
    Software entry prices for 16 categories, with ratings and true 3-year cost. CC BY 4.0
  • io.github.iFan6oy/flash-props-api — v1.3.0
    Player-prop lines, market metadata, and line movement over REST/MCP. 14 sports, CoD projections.
  • io.github.iggredible/vim-mcp — v0.1.2
    Connect Claude Code to Vim/Neovim - query state, execute commands, search help, record macros
  • Rails Agent Skills — v5.1.7
    Rails development skills, docs, and workflows exposed through MCP stdio.
  • Auseklis Astrology — v0.4.0
    Astrology from a real ephemeris: natal charts, transits, synastry, eclipses, returns. No API keys.
  • Copilot Money — v2.3.0
    Query and manage Copilot Money personal finances — local reads, opt-in GraphQL writes.
  • io.github.ignatenkofi/memshelf-mcp — v0.2.0
    Working memory for AI agents: digest-indexed episodes on a git shelf, recalled a section at a time.
  • Ignite UI MCP Server — v15.5.1
    Unified MCP server for Ignite UI — documentation, API, and CLI scaffolding
  • SEAR — v0.1.0
    Benchmark-first release surface with a read-only MCP endpoint and operator CLI.
  • MCP Memory Gateway — v0.7.4
    Pre-action gates that block AI agents from repeating known mistakes.
  • io.github.IgorGanapolsky/rlhf-feedback-loop — v0.6.13
    RLHF feedback loop for AI agents. Capture signals, promote memories, block mistakes, export DPO.
  • ThumbGate — v1.27.17
    Pre-action gates that block AI agents from repeating known mistakes.
  • MCP Data Converter — v1.4.3
    Convert between 200+ format pairs: JSON, CSV, XML, YAML, PDF, Excel, DOCX and more.
  • DataBR — API de Dados Públicos Brasileiros — v1.0.0
    Brazilian public data API for AI agents. BCB, IBGE, CVM, B3, compliance. x402 payments on Base.
  • Page2AI — Web to Markdown — v0.1.1
    Convert web pages or HTML to clean Markdown for LLM context. Local, no external API calls.
  • ExecBro — v2.1.1
    Gives AI agents eyes and hands into running React Native apps: logs, REPL, tap, screenshots
  • Merchant Context — v0.2.0
    Check whether a merchant exposes the public files buyer agents need.
  • SearXNG Search — v1.14.0
    MCP server for SearXNG — privacy-respecting web search with pagination, URL reading
  • io.github.ihorponom/agentpack — v1.6.0
    Repo-native task continuity for AI coding agents: a reviewed task-state ledger served over MCP.
  • x-use — v2.4.1
    Browser-native AI agents for X (Twitter): multi-account, MCP-ready, no X API key required.
  • io.github.iinniitt/defi-guard-mcp — v0.2.0
    DeFi safety checks on Base before you sign: honeypot, owner-power scan, approval risk, Aave health.
  • io.github.Ikalus1988/misakanet — v2.12.2
    Agent failure memory network. Search 235+ verified debugging lessons from real engineering sessions.
  • io.github.ikop32-code/edgaralert — v1.0.1
    SEC insider trading alerts, Form 4 signals, 8-K events, and company research via EDGAR Alert API.
  • io.github.ikoskela/precision-desktop — v0.1.1
    Fixes DPI coordinate scaling for Windows desktop automation MCP servers.
  • Wisepanel — v1.0.1
    Multi-agent deliberation across Claude, Gemini, and Perplexity. Stream and publish.
  • OfficeAgent.NET — v0.2.1
    Create and edit real Word documents (filesystem or SharePoint): typed change plans, tracked changes
  • foragekit — v0.0.3.post1
    Epistemic foraging for AI agents: source discovery, verified evidence, uncertainty-aware briefs
  • Workfile — v0.8.0
    Repository-native protocol and local MCP server for Work, Docs, History and durable project Memory.
  • io.github.ilo415/research — v1.1.0
    AI research for agents. Company intel, competitor analysis, web scraping, topic dives. Pay via MPP.
  • io.github.ilovevideoeditor/mcp-server — v1.0.0
    Render videos from JSON with motion-design templates, effects and batch rendering
  • io.github.ilpr/waitlister — v1.2.0
    Create waitlists, landing pages, manage subscribers, referrals, and view stats on Waitlister.
  • WEEEK (smart) — v0.4.4
    WEEEK tasks by name, not IDs — an MCP server
  • hypruse — v0.9.4
    Computer use for Hyprland: semantic desktop state over IPC, plus vision and native input
  • Consilium Principis — v0.1.3
    AI advisory board (MCP): quotes verified word-for-word against public-domain texts, fail-closed
  • Marketplaces MCP (RU) — Wildberries & Ozon — v0.3.3
    Wildberries & Ozon Seller APIs in your AI assistant — schema-driven, safety-gated.
  • io.github.im-ff/crawlinx-mcp — v1.0.0
    Free technical-SEO audit MCP: crawl a site, run checks, return an LLM-ready shareable report.
  • io.github.im-sham/aegis-protocol — v0.1.3
    Trustless escrow for AI agent-to-agent transactions on Base L2 with ERC-8004 identity and USDC.
  • A2A Artifact Handoff — v0.6.0
    Compiles source-agent outputs into validated, receiver-ready handoff packages.
  • IMAGIN.studio API Docs — v0.1.17
    Semantic search over IMAGIN.studio API documentation — CDN, API, integration guides, and more.
  • io.github.imankha/log-reducer — v0.1.1
    Reduces log files for AI consumption — 50-90% token reduction via 18 deterministic transforms.
  • io.github.imashishkh21/atlaso — v0.1.0a6
    Open-source memory for AI agents. Conflict-flagging recall, scope-bag dispersion, local SQLite.
  • io.github.imatza-rh/mcp-zuul — v0.10.0
    Zuul CI — build failure analysis, log search, pipeline status, and job configuration
  • Financial Modeling Prep MCP Server — v2.6.12
    MCP server for Financial Modeling Prep API with 250+ financial data tools
  • Bollard MCP — v0.1.4
    An AI-powered, safe database access gateway built on the Model Context Protocol (MCP).
  • Apple Mail MCP — v0.4.3
    Apple Mail MCP server with full-coverage FTS5 body search, reliable on large mailboxes.
  • io.github.img-src-io/mcp — v0.2.5
    MCP server for img-src.io Image CDN - upload, transform, and deliver images through AI assistants
  • ComparEdge LLM Cost — v1.0.0
    Token cost math for LLM API calls: verified per-1M-token rates for 69 models, 17 providers.
  • ComparEdge — v2.7.1
    Verified pricing, alternatives, and comparisons for 495+ SaaS and AI tools.
  • ComparEdge Price Watch — v1.0.0
    Dated log of SaaS, AI and crypto price changes: recent moves, history, biggest increases.
  • io.github.imMamdouhaboammar/PrePilot-Agency-Suite — v1.0.0
    Access 526 structured marketing, SEO, and copywriting workflows via MCP.

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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.