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.

  • .NET MCP Server — v1.1.2
    AI assistant access to .NET SDK for projects, packages, building, testing, and development tools.
  • webEmbedding — endpoint not answering, v0.3.8
    Source-first URL clone, capture, rebuild, and fidelity verification tools.
  • AccuWeather MCP — v1.4.11
    MCP server providing weather tools with data sourced from AccuWeather.
  • io.github.jonkludt/varosity — protocol reply could not be used, v0.1.1
    One key for AI video, voice, music, and image across 40+ frontier models. BYOK zero markup.
  • Corebee AI Customer Support — needs an account, v2.1.0
    Run AI customer support from your terminal: conversations, knowledge base, and chat widget.
  • Hue BLE MCP — v0.1.3
    Control Philips Hue lights via Bluetooth LE — no bridge required.
  • io.github.jonnybottles/azure-updates — v0.1.1
    MCP server for Azure Updates RSS feed - search, filter, and summarize Azure service updates
  • M365 Roadmap — v0.4.0
    Query the Microsoft 365 Roadmap from AI agents
  • io.github.jonnybottles/patch-tuesday — 1 function, v0.9.1
    Query Microsoft Patch Tuesday security updates (MSRC) with EPSS and CISA KEV enrichment
  • Workflow — endpoint not answering, v0.1.0
    Create, browse, remix, collaborate on, and run durable AI workflow nodes from MCP hosts.
  • io.github.jonradoff/lastsaas — v1.0.0
    Read-only admin MCP server for LastSaaS — dashboards, users, tenants, billing, logs, health.
  • io.github.jonradoff/lightcms — v1.1.0
    AI-native CMS with 41 MCP tools for managing websites through natural language.
  • YouTube Video Summarizer (pay-per-call) — 3 functions, v0.6.0
    Summarize YouTube videos or fetch transcripts. Pay-per-call via x402 (USDC on Base), no account.
  • io.github.jonybur/mcp-server — v0.5.0
    stories.yaml — an open specification for software requirements, enforced by CI.
  • io.github.jonybur-oc/mcp-server — v0.6.1
    stories.yaml — an open specification for software requirements, enforced by CI.
  • io.github.Joonsense/birdfury — 16 functions, v1.0.0
    Open mission network — AI agents discover paid missions and submit work over MCP. Pre-launch alpha.
  • io.github.joosthel/sevdesk-mcp — v0.4.0
    Complete sevDesk MCP server: all API endpoints, guarded writes, built-in bookkeeping audits.
  • io.github.Jordan-Horner/symbols — v1.0.3
    Fast polyglot source code intelligence: symbols, imports, dependencies, and impact analysis.
  • Agent Handoff — 2 functions, v1.0.0
    Pass messages between AI agents with cleaning, metadata enrichment, and metered billing.
  • io.github.jordanburke/dokploy-mcp-server — v1.6.2
    Dokploy MCP server: manage apps, Docker Compose, databases, domains, backups, and servers.
  • io.github.jordanburke/oura-ring-mcp-server — v0.2.0
    Oura Ring MCP server for the Oura API v2: sleep, readiness, activity, heart rate, and more.
  • io.github.jordanburke/reddit-mcp-server — v1.5.1
    Reddit MCP server with full read/write - posts, comments, search, and content creation.
  • io.github.jordanburke/ssh-client-mcp-server — v1.5.1
    MCP server for executing shell commands on remote hosts via SSH.
  • io.github.jordanhindo/lore — v0.1.1
    Lightweight MCP for infinite agent memory. Any agent, any session, anytime.
  • io.github.jordanlyall/wc26 — v0.3.0
    FIFA World Cup 2026 data: matches, teams, venues, city guides, fan zones, and more.
  • idamesh — v1.0.0
    MCP server for IDA Pro: decompiler, disassembler, and analysis tools for MCP clients.
  • VeryChic Hotel Deals — 2 functions, v0.1.3
    Unofficial read-only MCP server for VeryChic hotel offers
  • Reddit (RSS) — v1.1.2
    Read Reddit via public RSS feeds: browse subreddits, posts, comments, and search. No auth.
  • io.github.Jorgeperez0825/v12-dfs — 33 functions, v1.0.0
    AI-driven DFS lineup optimizer for MLB & NBA — build FanDuel & DraftKings lineups via MCP.
  • io.github.jorgesandoval/spectra — needs an account, v1.0.0
    Generates unit tests for Python code with coverage before/after reports and concrete edge cases.
  • io.github.jors7/kadenzo-mcp — v1.3.1
    Schedule, manage, generate & analyze social posts across 11 networks from any AI agent.
  • UniProt MCP — v0.1.0
    Read-only UniProtKB via MCP (entries, sequences, features, GO, taxonomy, ID mapping).
  • Nido — Fast, Simple VM Sandboxes for AI Agents (Temporary & Persistent) — v4.5.27
    Manage temporary or persistent Linux VMs (QEMU/KVM). Designed for AI agents and automation.
  • io.github.josephibra/handoff-mcp-server — needs an account, v1.0.1
    Durable agent-to-agent handoffs and shared scratchpad for multi-agent workflows.
  • io.github.josephibra/shadowgate-mcp — needs an account, v1.0.0
    Security firewall for AI agents — scans MCP calls for injection, secrets, and risks.
  • io.github.josesepulvedapino/zahori — v0.1.1
    Find the media stream behind any web page: browser-driven HLS/DASH/MP4 with learnable site profiles
  • io.github.joshidikshant/loopback — v0.9.4
    Feedback bus for coding agents: pin feedback on the app you're building; a fix turns the pin green
  • io.github.joshmsimpson/exiftool — v0.1.6
    Read, write, and remove metadata from 150+ file formats using ExifTool
  • Hex.pm MCP — 24 functions, v0.3.1
    MCP server for hex.pm and hexdocs.pm: search, inspect, compare, and audit Elixir packages
  • Factsets MCP Server — v0.2.0
    An MCP server that provides a local, persistent, self-maintaining knowledge base for AI agents
  • SVGFarm — needs an account, v1.0.0
    Search open SVG icon packs and fetch exact SVG markup from coding agents through MCP.
  • Paper Chaser MCP — v0.2.2
    MCP server for academic papers, citations, authors, ECOS dossiers, and Federal Register text.
  • io.github.joshuaworth/estimations — endpoint not answering, v1.0.0
    AI-powered job cost estimator for skilled trades with material and labor breakdowns
  • io.github.joshuaworth/pullsheet-diagnostics — endpoint not answering, v1.0.0
    AI-powered diagnostics for elevator, escalator, and vertical transportation equipment
  • Idencify — needs an account, v1.0.0
    Whole-repo code graph for AI agents: impact analysis, dead code, cycles, semantic search — 14 tools.
  • io.github.JosueM1109/personal-finance-mcp — v1.0.0
    Self-hosted, read-only MCP server that connects your banks and investments via Plaid.
  • io.github.Jott2121/agent-gate — v0.1.1
    Fail-closed quality gate and hash-chained receipt ledger for AI agent workflows.
  • io.github.Joyall-au/cardossier-market-api — v1.0.4
    Polish used-car market data: valuations, price history, liquidity, regional prices. Keyless demo.
  • io.github.JOYLINK-LTD/lacuna-mcp — v0.3.1
    Generate AI music via the Lacuna Music API from MCP clients like Claude Desktop & Code.
  • TruePath Office — v0.1.0
    Local MCP for Word, Excel, PowerPoint & PDF on macOS — formulas, slides, DOCX, PDF ops. No network.
  • TruePath PDF — v0.3.0
    Local-only PDF tools for AI — extract text, search, split/merge, render pages. Files never leave.
  • Lokka — v2.1.2
    Query and manage Microsoft Graph and Azure Resource Manager APIs from MCP clients.
  • UNICEF Stats MCP — v1.5.5
    UNICEF child development statistics: 790+ indicators, 200+ countries, SDMX-sourced. No API key.
  • io.github.jpbester/payfast — v1.0.1
    MCP server for PayFast — AI assistants interact with South Africa's payment gateway
  • Graylog MCP Server — v1.3.0
    Query logs from Graylog: get streams, search messages, aggregate, and get full data.
  • MCP Task Orchestrator — v3.2.0
    Server-enforced workflow discipline for AI agents: work items, dependency graphs, quality gates
  • Pic Gen — v1.3.1
    Generate covers, Mermaid diagrams, cards, and terminal screenshots/images for AI workflows.
  • io.github.jrainsberger/orthotomeo — 12 functions, v0.1.0
    Read-only scripture-study engine: complete-or-fail concordance over Greek NT, Hebrew OT, LXX.
  • RIPE Atlas — v1.0.2
    RIPE Atlas network measurements — ping, traceroute, DNS, TLS, HTTP, NTP, and probes
  • io.github.Jrigada/foundry-zksync — v0.2.3
    Expose foundry-zksync (forge, cast, anvil-zksync) tools for zkSync Era development

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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.