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.

Exists, but quiet (59)

No commit in the last 90 days. Often fine for something small and finished, risky for anything you need fixed.

  • MCPAmpel - MCP Security Scanner — last commit 2026-04-02, v0.2.2
    Scan installed MCP servers for security vulnerabilities with 16 detection engines.
  • io.github.compassalessandrolorenz/Figma-Context-MCP-AIR — last commit 2026-04-02, v2.0.2
    Figma MCP server for AI agents. 9 tools: design context, variables, screenshots, and FigJam.
  • io.github.fullstck/stream-estate — last commit 2026-04-02, v1.0.3
    MCP server for the Stream.estate French real estate API
  • io.github.agenson-horrowitz/document-parser — last commit 2026-04-02, v1.0.8
    Parse and extract structured data from various document formats (PDF, Word, HTML).
  • io.github.agenson-horrowitz/web-content-extractor — last commit 2026-04-02, v1.0.8
    Extract and process web content into clean, structured formats optimized for LLMs.
  • io.github.agenson-horrowitz/structured-data-validator — last commit 2026-04-02, v1.0.8
    Validate, transform, and normalize structured data for AI agents.
  • com.anots/directory — last commit 2026-04-02, v1.0.0
    Discover and query every business on ANOTS — search, ask, or find-and-ask over MCP.
  • Award Flight Daily — last commit 2026-04-02, v1.26.0
    Official airline award MCP. Search 12.3M+ award flights across 48 loyalty programs.
  • The Game Crafter — last commit 2026-04-02, v0.1.1
    Design, manage, and price tabletop games on The Game Crafter via MCP.
  • io.github.annibale-x/mcp-webgate — last commit 2026-04-01, v0.1.31
    Web search that doesn't wreck your AI's memory.
  • io.github.annibale-x/mcp-memento — last commit 2026-04-01, v0.2.31
    An MCP server that provides persistent memory and context management across sessions
  • io.github.elsahafy/ux-mcp-server — last commit 2026-04-01, v4.1.1
    UX toolkit: 28 knowledge resources, 23 analysis tools & 4 workflow prompts for any MCP client
  • Zikkaron — last commit 2026-04-01, v1.0.0
    Biologically-inspired persistent memory engine for Claude Code MCP agents
  • Ssemble AI Clipping — last commit 2026-04-01, v1.1.3
    Create AI-powered short-form video clips from YouTube videos. Supports webhook callbacks.
  • io.github.codeChap/google-adwords — last commit 2026-04-01, v0.1.0
    MCP server for Google Ads campaign and budget management
  • io.github.codeChap/gpt-image — last commit 2026-04-01, v0.1.0
    MCP server for OpenAI GPT image generation and editing
  • io.github.codeChap/google-image — last commit 2026-04-01, v0.1.0
    MCP server for Google Gemini image generation and editing
  • Fidensa — last commit 2026-04-01, v0.4.1
    Independent AI certification authority. Trust scores, search, comparison, and verification.
  • io.github.deepwired/mcp-jira-scoped — last commit 2026-04-01, v1.0.0
    Jira MCP server with scoped API tokens via api.atlassian.com gateway
  • io.github.drivenbymyai-max/sputnikx-market — last commit 2026-03-31, v1.0.2
    EU trade analytics, product catalog, orders, and heating fuel calculator for AI agents.
  • Nursing Home Database — last commit 2026-03-31, v1.0.1
    MCP server for US nursing facility search and ownership lookup (NursingHomeDatabase).
  • io.github.Hebline/mcp-server — last commit 2026-03-31, v0.2.1
    Intelligent API routing for AI agents. Best service, best price, free alternatives.
  • io.github.BurtTheCoder/shodan — last commit 2026-03-31, v1.0.22
    MCP server for Shodan API — device search, IP lookup, DNS, and CVE/CPE queries.
  • Chia Health MCP Server — last commit 2026-03-31, v1.0.0
    Licensed US telehealth — GLP-1 medications, intake, consents, Stripe ACP. HIPAA-compliant, 30 tools.
  • io.github.ExpertVagabond/ordinals — last commit 2026-03-31, v0.1.2
    Bitcoin Ordinals MCP Server — inscriptions, runes, BRC-20, collections & rare sats
  • io.github.10iii/air — last commit 2026-03-31, v0.2.8
    AI-optimized tool output compression for read, grep, diff, bash, test, web, search, and more
  • io.github.bitbond/token-tool — last commit 2026-03-31, v1.1.1
    Deploy compliant ERC-20 tokens from any AI agent. 17 tools, 10 networks, CertiK-audited.
  • io.github.amarodeabreu/rug-munch-mcp — last commit 2026-03-31, v1.0.1
    Crypto risk intelligence: 19 tools for rug pull detection, AI forensics, and token analysis.
  • BlueGamma - Real-time Interest Rate Data — last commit 2026-03-31, v1.0.0
    Real-time interest rate data: swap rates, forward curves, FX, bonds for 60+ indices.
  • io.github.BlackFoil/claude-token-saver-mcp — last commit 2026-03-31, v0.3.2
    MCP server that offloads routine coding tasks to local LLM (Ollama) to save Claude API tokens
  • JPYC Agent MCP — last commit 2026-03-31, v0.2.0
    OAuth-protected JPYC wallet, transfer, and contract workflows on Polygon.
  • es.ofixio/professionals — last commit 2026-03-30, v1.0.3
    Find skilled tradespeople in Spain — fontaneros, electricistas, pintores, cerrajeros.
  • io.github.aidocx/mcp-server — last commit 2026-03-30, v0.3.1
    Create, upload, and manage contracts from AI assistants. AI analysis and e-signatures.
  • io.github.FinishKit/mcp — last commit 2026-03-30, v0.1.0
    FinishKit MCP: scan GitHub repos for security vulnerabilities, deployment blockers, and quality
  • io.github.es617/ble-mcp-server — last commit 2026-03-30, v0.3.0
    Let AI agents interact with real BLE hardware — scan, connect, read, write, and subscribe.
  • DataClawe — Database as a Utility — last commit 2026-03-30, v1.1.0
    AI-native database utility. Talk to your DB in plain language. No SQL. MySQL & PostgreSQL.
  • io.github.cocaxcode/devflow-mcp — last commit 2026-03-29, v0.1.8
    MCP server connecting Jira (Cloud + Server) with GitHub/GitLab. Branches, issues, PRs, flows.
  • io.github.cocaxcode/ai-context-inspector — last commit 2026-03-29, v0.4.9
    Scan, export, and import your AI ecosystem. Discover MCP servers, skills, and memories.
  • Silicon Friendly — last commit 2026-03-29, v1.0.1
    Directory rating websites on AI-agent-friendliness. Search, lookup, and submit.
  • io.github.Digital-Defiance/mcp-screenshot — last commit 2026-03-29, v1.0.3
    Screenshot capture with PII masking and cross-platform support for AI agents
  • prompts.chat MCP Server — last commit 2026-03-28, v1.0.9
    Search and retrieve AI prompts from prompts.chat, the social platform for AI prompts.
  • io.github.Digital-Defiance/mcp-debugger — last commit 2026-03-28, v1.1.8
    Node.js and TypeScript debugging with 25+ tools for AI agents
  • io.github.codyz123/schelling-protocol — last commit 2026-03-28, v3.0.1
    Universal coordination protocol for AI agents. Discovery, matching, and negotiation.
  • io.github.file-kiwi/filekiwi-mcp-server — last commit 2026-03-28, v1.0.10
    Upload files to file.kiwi and get shareable links instantly.
  • GitWhy — The Context Layer for Git — last commit 2026-03-28, v0.7.9
    The shared AI context engine for git — save, search, and share the reasoning behind code changes.
  • io.github.Easysend-co/easysend — last commit 2026-03-28, v1.0.1
    EasySend file sharing MCP server - upload, download and share files. No authentication required.
  • Jumpseller — last commit 2026-03-28, v1.0.0
    Manage your Jumpseller store with AI. Products, orders, customers, and more.
  • io.github.EthanAckerman-git/preflight-ios-mcp — last commit 2026-03-27, v1.0.1
    57 tools for AI-powered iOS Simulator automation — tap, swipe, type, screenshots, and more.
  • io.github.cletcher/chaprola — last commit 2026-03-27, v1.4.3
    Serverless API backend: query, JOIN, pivot, batch ops, email, FHIR, programs via HTTP.
  • io.github.aarna-ai/atv — last commit 2026-03-27, v1.0.1
    Access Aarna's DeFi yield vaults — query NAV/TVL/APY, build transactions, track portfolios.
  • io.github.cvrt-jh/wordpress-mcp — last commit 2026-03-27, v1.0.0
    Lightweight WordPress MCP server - 42 tools, token-optimized (95% smaller responses)
  • Vantage — Signal Tracker — last commit 2026-03-26, v0.1.1
    Save and query market signals from your AI conversations.
  • Strava Training MCP — last commit 2026-03-26, v0.3.2
    Connect Strava training data to Claude for training load analysis and activity insights
  • Pixelixe — last commit 2026-03-26, v1.0.2
    Brand-safe MCP for AI agents to create editable, on-brand graphics and automate variants.
  • AkTools MCP Server — last commit 2026-03-26, v0.1.15
    MCP Server for stock and crypto
  • Notify MCP Server — last commit 2026-03-26, v0.1.11
    MCP Server for notify to Weixin, Telegram, Bark, Lark, Feishu, DingTalk
  • Spark SQL — last commit 2026-03-26, v0.1.2
    Query Spark SQL clusters via Thrift/HiveServer2. Works with Spark, EMR, Hive, Impala.
  • Project Gutenberg MCP — last commit 2026-03-26, v1.2.0
    Read Project Gutenberg books via MCP. Search, fetch metadata, and retrieve text in passages.
  • Trade It — last commit 2026-03-26, v1.0.0
    Trade stock, crypto, and options on Robinhood, ETrade, Webull, Charles Schwab, Coinbase, or Kraken.

Page 89 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.