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.

  • Pibox — v0.15.8
    Self-hosted MCP server: pi-coding-agent tools (run_prompt, file ops) over streamable HTTP.
  • Predictalot — v1.1.9
    Self-hosted MCP server for time-series forecasting and tabular ML via foundation models.
  • Rankrat — v0.6.0
    Read Search Console, Bing Webmaster, GA4 and PageSpeed data through one self-hosted MCP server.
  • Stealthy Auto Browse — v2.5.1
    Self-hosted MCP server for stealth browser automation with human-like OS-level input.
  • Talkies — v0.14.1
    Self-hosted MCP server for speech: ASR transcription, TTS synthesis, and file staging tools.
  • Telethon Plus — v0.5.7
    Self-hosted MCP server: Telegram userbot control (Telethon) via HTTP and MCP.
  • Wickworks — v0.6.8
    Self-hosted MCP server: technical indicators + smart-money-concepts from OHLC bars.
  • SAGE Wrapper — v2.6.1
    Command wrapper MCP server for coding agents, compression, workflows, and local automation.
  • macOS Calendar and Reminders — v1.14.1
    macOS Calendar and Reminders MCP server (29 tools). Native Swift EventKit, iCloud/Google/Exchange.
  • io.github.Ptrgit1/agent-data-api — v1.0.1
    19 pay-per-call data tools for AI agents: crypto/DeFi, web, PDF, FX, weather, DNS. x402 on Base.
  • io.github.ptriato/vallt — v0.0.33
    API credential manager for Claude Code. Connect services, store keys in keychain, monitor health.
  • io.github.ptrinh/final-notice — 3 functions, v1.0.0
    Free demand-letter PDF generator for unpaid invoices, 80+ jurisdictions, 29 languages.
  • io.github.ptrinh/freeport-nostr — 6 functions, v0.5.0
    Search Freeport Nostr events by kind, tag & geohash radius (rides, services, reputation).
  • io.github.ptyagiegnyte/egnyte-mcp-server — v1.0.0
    Official Egnyte MCP Server for AI integration with document search, analysis, and collaboration.
  • io.github.ptyagiegnyte/egnyte-remote — protocol reply could not be used, v1.0.2
    Secure integration between AI tools and Egnyte content with search, analysis, and workflow tools.
  • PubNub MCP Server — v2.3.2
    PubNub Model Context Protocol MCP Server for Cursor and Claude
  • io.github.pubrio/pubrio — v1.3.0
    Glocalized business data layer for AI agents. Search companies, people, and signals.
  • io.github.pubspro/pharma-mcp — v1.0.0
    MCP server for ClinicalTrials.gov, PubMed, FDA drug labels, FAERS, and ICH guidelines.
  • io.github.pucilpet/crawlgraph-mcp — v0.2.2
    Backlink lookups and competitor gap analysis on Common Crawl's open web graph (4.4B links).
  • io.github.pudge-studio/pudge-ui — v0.2.0
    Query pudge-ui — 93 skeuomorphic 2000s-era UI component specs — for coding-agent context.
  • io.github.puglieseweb/systemdox — v0.1.32
    Your architecture in your agents' context: checks, specs, ADRs and docs over MCP, at write time.
  • AI Visibility Index — 3 functions, v1.0.0
    AI visibility rankings for 104 Japanese EC companies across ChatGPT, Claude, Gemini, Perplexity.
  • io.github.punchfan01/utility-converter — 7 functions, v1.0.1
    7 utility tools in here: exchange rate, UUID, hash, Base64, timestamp, calculator, unit conversion.
  • io.github.pungggi/smart-terminal — v1.2.36
    MCP PTY server providing AI agents with real interactive terminal access
  • FL Studio MCP Mac — v0.1.2
    macOS-first MCP bridge for FL Studio using CoreMIDI and FL Studio Python MIDI scripts.
  • io.github.purahmanian/google-trends-mcp — v0.1.1
    Google Trends MCP server: interest over time, comparisons, related queries, trending searches
  • io.github.purahmanian/junglescout-mcp — v0.1.1
    Jungle Scout MCP server: keyword volumes, product database, sales estimates, share of voice
  • io.github.purahmanian/keepa-mcp — v0.1.1
    MCP server for Keepa Amazon price and sales rank history API
  • modelmux — v0.4.3
    Model multiplexer — route tasks to Codex, Gemini, and Claude CLIs with smart routing.
  • io.github.purmemo-ai/purmemo — v12.9.5
    AI memory across Claude, ChatGPT, Gemini, and Cursor. Save, search, and recall context everywhere.
  • io.github.PurpleDirective/quillpdf-mcp — v0.1.1
    Local-first PDF tools (merge, split, rotate, watermark, Bates, metadata) as MCP server + CLI.
  • Pushary — 5 functions, v1.1.0
    Notify me when my agent needs me: approve from my phone, answer questions away from the terminal.
  • io.github.pushtodisplay/cli — v0.1.14
    PushToDisplay MCP server — send real-time updates to display boards on iOS and Android devices.
  • State Memory MCP — v0.9.31
    Deterministic, persistent graph server for tracking workflow state, decisions, and blockers.
  • Visual Memory MCP — v0.8.0
    Local visual UI cache for AI agents using perceptual hashing + CLIP to cut vision token use.
  • io.github.putput-io-dev/putput-mcp — 4 functions, v0.0.3
    File uploads for AI agents. Upload, list, and manage files. No signup required.
  • io.github.PV-Bhat/vibe-check-mcp-server — v1.0.0
    Metacognitive AI agent oversight: adaptive CPI interrupts for alignment, reflection and safety
  • Image Generation MCP Server — v1.12.0
    MCP server for AI image generation via OpenAI, Stable Diffusion (SD WebUI), or placeholders.
  • Logo.dev MCP — v1.1.0
    Look up company logos and brand data via the logo.dev API.
  • Markdown Vault MCP — v3.1.0
    Markdown vault MCP server with FTS5 + semantic search and frontmatter indexing
  • Scholar MCP Server — v1.9.0
    Scholarly-sources MCP: papers, patents, books, standards — search and cross-reference prior art.
  • Fitter — v1.7.0
    Turn any website or API into structured JSON with LLM-authored declarative scraping configs.
  • aiogram-mcp — v0.7.1
    MCP server for aiogram Telegram bots — 30 tools, 7 resources, 3 prompts, event streaming
  • io.github.pyalwin/codemesh — v0.1.2
    Intelligent code knowledge graph for AI coding agents — 71% cheaper, 72% faster
  • io.github.PyJudge/pdf4vllm — v1.0.2
    PDF reader for vision LLMs. Auto-detects text corruption and switches to image mode.
  • Pyth Pro MCP Server — 5 functions, v0.2.0
    Real-time and historical price feeds for 500+ crypto, equities, FX, and commodities assets.
  • io.github.pythia-the-oracle/pythia-oracle-mcp — v0.10.0
    Every smart contract deserves intelligence, not just data. On-chain indicators via Chainlink.
  • GodotLens — v1.1.1
    Godot's own view of your GDScript project: navigation, diagnostics, engine API, scene checks
  • JavaLens — v1.5.1
    63 semantic Java analysis tools via Eclipse JDT: navigation, refactoring, code intelligence.
  • NetLens — v0.2.3
    Read any web page as clean, ad-stripped Markdown past robots.txt and bot blocks, plus web search.
  • SharpLens — v1.5.3
    67 semantic C#/.NET analysis tools via Roslyn: navigation, refactoring, codegen, audit.
  • io.github.pzep1/mcp-meet — v0.3.1
    One-click Google Meet scheduling and Apple Calendar mirroring with smart availability detection
  • build123d MCP — v0.3.81
    AI-driven 3D CAD via build123d: execute, render, measure, and export geometry interactively.
  • Serial MCP — v0.9.2
    MCP server for serial port communication. 25 tools, resources, prompts, and stdio/HTTP transports.
  • io.github.QasperAI/qasper — 10 functions, v1.0.6
    Discover and book businesses via AI agents.
  • io.github.qatouch/qatouch — v1.1.4
    MCP Server for software testing, test case management, test execution, and defect tracking.
  • Comrades of War Archive — 2 functions, v1.2.0
    Search a Spanish gaming-community archive and receive exact x402 page purchase URLs.
  • io.github.qFlav/agentdrop-mcp-server — v0.2.27
    MCP server for AgentDrop - encrypted file transfer between AI agents across any host or network.
  • io.github.qg-aramai/coremodels — 13 functions, v1.0.2
    Schema modeling in JSON, JSON-LD, and other formats with CoreModels platform.
  • GroundAPI — needs an account, v1.0.0
    Real-time data API for AI Agents: stocks, weather, forex, logistics, search, scrape, news, IP.

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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.