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 (31)

Published to the registry, but we have not yet checked its repository. Treat the entry as the maintainer’s claim only.

  • io.github.fashionmascherine-svg/reddit-scraper — needs an account, v0.1.0
    Reddit MCP server: search posts, subreddit feeds, comments & user profiles as JSON. No API key.
  • io.github.fasteningcode/claudetest — v0.0.3
    Playwright & Appium test automation for Claude. Generate tests, diagnose failures, open fix PRs.
  • io.github.fathyshalaby/specky — 1 function, v0.1.0
    Turn raw customer feedback into evidence-cited specs (free, no key) plus 16 PM tools.
  • io.github.fengcl/mcp-sse-demo-02 — v0.0.0
    Spring Boot MCP 服务器（示例占位描述），通过 GHCR 以 OCI 镜像发布至 MCP Registry。
  • io.github.ferm-ai/agentwork-mcp — endpoint not answering, v0.1.3
    Official MCP server for Agentwork — delegate tasks to AI agents with human-in-the-loop
  • Perception — needs an account, v1.0.0
    Real-time digital asset narrative intelligence from 1,000+ curated media sources.
  • Fibery — needs an account, v1.0.0
    Connect AI Assistant to Fibery — operating system for orgs run by nerds.
  • io.github.FilippoPilo/cortex — needs an account, v1.0.0
    Shared, persistent semantic memory for your AI: save, search by meaning, recall with sources.
  • Findable MCP Server — needs an account, v6.91.3
    Find and summarize building documents, projects, tasks, SharePoint sync state, and red flag data.
  • Fintel Discovery — Financial Intelligence for AI Agents — 32 functions, v1.0.2
    Delivers public regulatory and market data from 11 key sources such as FINRA, SEC, Census, FRED
  • Chairman Sovereign's 14-Floor Data Hotel — endpoint not answering, v3.0.0
    113 MCP tools: oracle, escrow, compliance, remittance, AI. 12 free tools, PAYG $0.001/call.
  • Flagram — needs an account, v1.0.0
    Ad marketplace: search Telegram/VK/Max channels by topic, geo, price; reach, ER, CPV stats.
  • io.github.flarco/sling-cli — v1.4.24
    Sling CLI MCP server for data pipeline and replication management
  • io.github.flowpackplugin/flowpack — 5 functions, v2.0.0
    Flowpack: Shopify design catalog — badge/button/bar looks, honest-urgency presets, diagnosis.
  • DeepSeek PDF Reader — v5.3.0
    PDF文字提取(自动OCR) · 搜索(正则+高亮) · 表格(三路径) · 预览 · 摘要 · 图片 · 单页 · OCR进度推送
  • Foam Observability — needs an account, v1.0.0
    Query application logs, traces, and metrics from your AI coding assistant via Foam's MCP server.
  • io.github.followtz/intent-runtime — v1.0.1
    Express intent, get results. One unified entry point.
  • io.github.followtz/mcp-utils — v1.0.1
    Data processing tools: CSV, cleaning, stats, image, report, save, shell
  • ForInvest MCP Server — needs an account, v1.0.1
    Financial data and analysis tools for Turkish BIST and international markets via MCP.
  • io.github.ForkastPredict/forkast-mcp-docs — 4 functions, v1.0.0
    MCP server for querying Forkast documentation
  • UnboxAPI — Hospitality Reservation MCP Server — endpoint not answering, v0.1.0
    REST-to-MCP for UK hospitality. Safety proxy: circuit-breakers, rate limits, whitelists. Apache 2.0.
  • Fractera — 8 functions, v1.0.0
    Zero-Ops deploy of a private AI workspace to your own VPS — from your AI chat. Free and open-source.
  • Freebeat MCP — v0.1.1
    Freebeat MCP server for AI music videos, effects, and media uploads.
  • RASON — v2026.5.5
    Build, solve, and analyze RASON optimization, simulation, data science, and decision models
  • Japan Address & Geocoding — endpoint not answering, v1.0.0
    Japanese address search and geocoding (official address registry): postal codes and coordinates.
  • Japan Corporate Filings — endpoint not answering, v1.0.0
    Search Japanese corporate disclosures (FSA EDINET): securities reports and shareholding reports.
  • Japan Official Statistics — endpoint not answering, v1.0.0
    Search official Japanese government statistics (e-Stat): population, economy, labor, and more.
  • Japan Weather & Alerts — endpoint not answering, v1.0.0
    Japan weather forecasts and disaster alerts from JMA: forecasts, warnings, and earthquake info.
  • FreeAstroAPI Astrology — needs an account, v1.0.0
    Western, Vedic, and Chinese astrology calculations, charts, forecasts, and geocoding.
  • The Emotion Dictionary — 3 functions, v1.0.0
    The Emotion Dictionary's 402 emotions: define a word, resolve a feeling, body maps. CC BY 4.0.
  • QuantumScan PQC Scanner — 4 functions, v1.0.4
    PQC scanner for GitHub repos and smart contracts. Detects quantum-vulnerable ECDSA/RSA.

Repository gone or archived (29)

The registry still lists these, but the linked repository returns 404 or the owner archived it. Shown so you do not spend time discovering that yourself.

  • NovaRail — repository gone, 10 functions, v1.0.1
    Discover, verify, and hire AI agents from the NovaRail marketplace, from your editor.
  • BugCatcher — repository gone, v1.0.0
    Bug reports, AI diagnosis, and status management for Cursor, Claude, Windsurf.
  • agentpromocode — repository gone, v0.2.1
    ACDP reference MCP server for promo-code resolution and checkout feedback.
  • CacheBash — repository gone, needs an account, v2.0.0
    Let your AI sessions talk to each other — messaging, tasks, sessions, and alerts
  • io.github.fegalvezg/skaut-mcp — repository gone, v1.0.2
    Tech product recommendations for Chile with real prices in CLP.
  • BraFinder — repository gone, 4 functions, v1.0.0
    Neutral cross-brand bra-size translation and a live in-stock bra catalog by size.
  • PeriodFinder — repository gone, 4 functions, v1.0.0
    Neutral cross-brand period-underwear comparison: absorbency in real mL, plus size translation.
  • Sanctuary — repository gone, 4 functions, v1.0.0
    Scripture prayers and a safe house-church finder for people who left church but kept the faith.
  • io.github.fentz26/envcp — repository gone, v1.0.82
    Encrypted environment variable vault with AI access policies, keeping secrets safe from AI agents.
  • Agentverse Memory — repository gone, needs an account, v1.0.0
    Graph-native persistent memory for AI agents — 33 MCP tools, zero-LLM writes.
  • CodeSherlock — repository gone, v0.1.1
    AI-powered static and contextual code analysis MCP server
  • io.github.fiberfinder/telecom-truth — repository gone, 5 functions, v1.2.0
    US telecom availability and intelligence by address, with FCC provenance. Fiber-first.
  • io.github.filippogroppi/luviner — repository gone, needs an account, v1.0.0
    13 neural engines for time-series anomaly detection, classification, and root cause analysis.
  • ClawPipe — repository gone, v3.2.0
    Cost-optimized LLM pipeline + 6 AI security skills (reasoning, triage, remediation, compliance).
  • io.github.finsavvyai/pushci — repository gone, v1.0.2
    AI-native zero-config CI/CD. 19 languages, 40+ frameworks. Free forever.
  • K8s Lens — repository gone, v0.1.0
    MCP server for natural-language Kubernetes operations across single or multi-cluster environments.
  • Compliance Auditor MCP — repository gone, needs an account, v0.1.0
    City hiring-compliance MCP server with regulation search and full audit risk scoring.
  • Kongen Labs — Pattern Intelligence — repository gone, v1.0.2
    LLM reasoning regime detection, cross-domain pattern transfer, and model routing.
  • io.github.Fluke-Studio/uk-business-intelligence — repository gone, v0.1.3
    Enrich any UK business with Companies House, Google Places, DNS, and social data.
  • OpenClaw量化交易工具集 — repository gone, endpoint not answering, v1.0.0
    量化交易MCP工具集，27个工具覆盖策略指标、回测引擎、风控分析和数据管线
  • Ideabob Validation — repository gone, 5 functions, v1.0.0
    Score, validate, and pressure-test startup ideas with AI from Claude or any MCP agent.
  • io.github.forgemeshlabs/imagegen-mcp — repository gone, v1.0.0
    AI image generation MCP — generate, bg removal, 4x upscale, or full pro pipeline. USDC/Base.
  • io.github.FortuneCasablancas/magicweave-fastmcp — repository gone, needs an account, v1.0.0
    Author, validate, simulate, and one-click-build game economies on the Magicweave platform.
  • Alice — Santé territoriale France Care — repository gone, 5 functions, v1.0.0
    Donnees sante territoriale France : acces aux soins, FINESS, RNA — 35 000+ communes
  • io.github.FSHolmberg/gridually-mcp — repository gone, v1.0.2
    Compare flashcard apps, spatial memory science, and aphantasia learning guides.
  • Fursat — repository gone, 3 functions, v0.1.0
    AI-bookable curated vacation homes in Northeast India and the Himalayas. Book on WhatsApp.
  • Connectivity Index — repository gone, endpoint not answering, v1.0.1
    Machine-readable FCC pre-diligence corpus for multifamily broadband infrastructure scenarios.
  • io.github.GabrielaHdzMicrosoft/mcp-server — repository gone, v1.0.1
    An MCP server that provides visual memory and context storage with knowledge graph capabilities
  • io.github.gagandeeppra/mcp-observability-server — repository gone, v0.1.3
    MCP server for querying logs from observability platforms with unified search and tracing

Page 162 of 338

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.