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.

  • io.github.kemalersin/fonparam-mcp — v1.0.4
    MCP server for FonParam API - Turkish mutual funds data
  • edumints SCORM MCP — v1.6.0
    Compiles structured specs into SCORM 1.2/2004 e-learning packages. 30 tools, quality gate, no LLM.
  • Kenda — v0.2.0
    Read-only MCP server for querying Kenda token spend and waste
  • io.github.kenneives/design-token-bridge-mcp — v1.0.2
    Translate design tokens between Tailwind, Figma, CSS, Material 3, and SwiftUI
  • Digilent WaveForms MCP Server — v0.2.1
    MCP server for Digilent WaveForms instruments (oscilloscope, AWG, logic analyzer).
  • sigrok MCP Server — v0.2.0
    Wraps sigrok-cli for signal analysis: capture data, decode protocols, and query instruments.
  • Mushi Mushi — v0.20.1
    Bug translation for vibe coders: plain-English diagnosis + paste-ready fix in your AI coding agent
  • Kody — v1.0.0
    Personal assistant MCP server with search, execute, packages, jobs, secrets, and integrations.
  • OpenTakeoff — v0.9.38
    Construction takeoff for AI agents: load plans, set scale, measure, count, export with provenance.
  • Kenva — v1.0.0
    Personal CRM for Claude. Contacts live as plain-text files in your own Google Drive.
  • Keploy — v1.0.0
    End-to-end API testing — generate and run tests from OpenAPI, curl, Postman, or real user traffic.
  • io.github.keshrath/agent-comm — v1.3.11
    Agent intercommunication - messaging, channels, shared state, and real-time events
  • io.github.keshrath/agent-discover — v1.4.0
    MCP server registry and marketplace - discover, install, activate tools on demand
  • io.github.keshrath/agent-knowledge — v1.9.7
    Cross-session memory for AI agents - knowledge graph, scoring, semantic search
  • io.github.keshrath/agent-tasks — v1.10.11
    Pipeline task management for AI agents - stages, dependencies, artifacts, claiming
  • Attio MCP Server — v1.6.1
    AI-powered Attio CRM access. Manage contacts, companies, deals, tasks, notes and workflows.
  • AtCoder MCP Server — v0.1.0
    Search AtCoder problems and fetch public problem statements through MCP.
  • Codeforces MCP Server — v0.1.0
    Search Codeforces problems and inspect public problem metadata through the official Codeforces API.
  • Trackly CLI — v0.1.10
    Job tracking CLI + MCP server for AI agents. 99K+ jobs, 775+ companies.
  • io.github.kevincogan/demo-mcp-server — v1.0.4
    Demo server entry for local testing
  • io.github.kevindarstNBB/board-and-stable-mcp — v1.0.1
    Search horse boarding facilities and trainers across 44 US states.
  • FedRAMP 20x Requirements — v1.3.0
    An MCP server that provides access to FedRAMP 20x security requirements and controls.
  • GDPR Shift-Left Compliance — v0.4.0
    GDPR compliance MCP server - article lookup, DPIA, ROPA, DSR, IaC analysis, Bicep templates.
  • Judges Panel — v3.129.9
    45 judges that evaluate AI-generated code for security, cost, and quality with built-in AST.
  • io.github.kevint-cerebras/cerebras-code-mcp — v1.3.1
    Model Context Protocol (MCP) server for Cerebras to make coding faster in AI-first IDEs
  • io.github.Kevinx702/agentcite — v0.1.1
    Fabrication-free, DOI-backed citations for AI agents — real openAlex sources, never hallucinated.
  • io.github.Kevinx702/legalcite — v0.1.0
    Verify legal case citations against real court records; flag fake/hallucinated cites.
  • io.github.Kevthetech143/chain-signer — v0.5.31
    Security suite for AI agents: flag drains, permit-phishing & risky actions before signing.
  • io.github.kewelin/ecpro-mcp — v1.0.0
    台灣電商情報與商品比價:跨通路查 momo、PChome、品牌官網即時價格與歷史最低價、偵測網站電商技術、搜尋電商知識庫。資料來源 ecpro.tw。
  • KeyID — v0.2.10
    Signup sessions, browser continuity, email, SMS, and OTP/TOTP infrastructure for AI agents.
  • io.github.keysersoft/anythingmcp — v1.0.0
    Self-hosted MCP gateway: turn any API, database or MCP server into AI connectors — no code.
  • HyperXosist-Agent Remote MCP — v2.5.1
    X feedback discovery, noise-reduced query planning, signal filtering, and AI handoffs.
  • Mockups Gallery — v1.4.1
    Self-hosted gallery for AI-generated mockups. MCP interface; token-efficient curl uploads.
  • Humanizer PRO — v1.0.0
    Humanize AI text to bypass GPTZero, Turnitin, Originality.ai. Stealth, Academic, SEO modes.
  • io.github.khadinakbaronline/telegram-channel-scraper-mcp — v1.0.0
    Scrape messages, extract leads from public Telegram channels. No login required.
  • STIL Lab Assistant — v1.0.1
    STIL lab at ETS Montreal — knowledge base and paper search via ArXiv and Semantic Scholar.
  • A2ABench — v1.0.1
    Public benchmark where agents submit Q&A answers and get scored on a leaderboard.
  • RAGMap MCP — v1.0.1
    Discover and recommend retriever MCP servers. Includes top picks and install config tools.
  • io.github.khalomsky/syke — v1.5.4
    AI code impact analysis — dependency graphs, cascade detection, and build gates for AI agents
  • Argus Retrieval — v1.6.2
    Multi-provider search broker for AI agents: 14 providers, 12-step extraction, retrieval workflows.
  • io.github.khan-ashifur/hooklayer — v1.1.0
    Viral-content intelligence for AI agents — 7 read-only MCP tools, evidence-layer scoring.
  • io.github.khaoss85/orchestro — v2.1.0
    Your AI Development Conductor - 60 MCP tools for intelligent task orchestration
  • io.github.khglynn/spotify-bulk-actions-mcp — v0.1.1
    MCP server for bulk Spotify operations - batch playlist creation, exports, management
  • io.github.KhiipAI/khiip — v0.2.4
    Capture the web, keep your copy as plain Markdown, and recall it by meaning. Local-first daemon.
  • io.github.KhizarShabir1/portfolio-signals — v0.1.2
    Real-time stock quotes and technical signals: RSI, MACD, SMA crossovers via Yahoo Finance.
  • SaaSforIT Directory — v1.0.0
    AI-powered SaaS tool discovery API. Search 150+ curated business tools and get recommendations.
  • Raw SQL MCP — v0.1.0
    Execute raw SQL queries against SQL Server, SQLite, PostgreSQL, MySQL, and MariaDB.
  • io.github.kiki830621/che-apple-mail-mcp — v2.0.1
    Apple Mail MCP — 44 tools, SQLite millisecond search, .emlx parser, batch ops
  • macOS Calendar & Reminders — v1.1.0
    macOS Calendar & Reminders MCP server (24 tools). Native Swift EventKit, iCloud/Google/Exchange.
  • io.github.kiki830621/che-word-mcp — v1.17.0
    Swift-native MCP server for Word (.docx) manipulation with 148 tools
  • Startup Jobs — v1.0.1
    Search live startup jobs from Claude, Cursor, or ChatGPT via MCP. Free, no account needed.
  • io.github.kimbo128/drain-mcp — v0.1.3
    Pay for AI inference with USDC micropayments on Polygon. No API keys needed.
  • io.github.kimgh06/thask — v0.6.0
    Dependency-graph MCP server. Tells Claude/Cursor what breaks if you change X. Provenance guards.
  • io.github.KimHyeongRae0/orangerail — v0.1.4
    Turns your Prisma schema into typed MCP tools, with destructive writes gated behind human approval
  • viznoir — v0.10.1
    Cinema-quality science visualization for AI agents — headless VTK via MCP.
  • Call For Me — v0.4.0
    Give your AI agent a phone. Place outbound calls to US businesses to ask, book, or confirm.
  • Incheon Airport Transit MCP — v1.1.0
    Incheon Airport (ICN) transit: limo buses, internal shuttles, taxi queues, AREX train schedule.
  • Korea Flight MCP — v1.3.0
    14 Korean airports flight info + Incheon arrival/departure congestion + facility search.
  • Hoo MCP — AI Music Production Assistant — v1.1.0
    AI music production assistant — audio profiling, AI mixing sessions, and service inquiries.
  • JP Data (Japanese Public Business Data) — v0.1.0
    Japanese open-data MCP server: corporate-number validation, zengin bank codes, national holidays

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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.