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 (60)

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

  • io.github.DavidSirota/rollin-mcp-server — last commit 2026-03-26, v1.0.1
    Wheelchair accessibility scores for 70,000+ US restaurants. Search, filter, and submit feedback.
  • ALM X++ MCP Server — last commit 2026-03-25, v1.2.0
    50 AI tools for D365 F&O: X++ search, ADO integration, code gen, security tracing & upgrade impact.
  • io.github.finfin/mermaid-mcp-app — last commit 2026-03-25, v0.3.2
    MCP App that renders Mermaid diagrams as interactive UI in Claude, VS Code and other MCP clients
  • com.craftedtrust/mcp-shield — last commit 2026-03-25, v2.0.0
    Trust verification for MCP servers. Check scores, scan for security issues, search 4,200+ servers.
  • com.jettyd/mcp — last commit 2026-03-25, v0.1.1
    Connect AI agents to IoT devices — read sensors, send commands, manage ESP32 fleets.
  • Hyades — last commit 2026-03-25, v1.0.0
    Render LaTeX math as pure Unicode text art for terminals, code comments, and emails.
  • io.github.0xbrainkid/agentfolio — last commit 2026-03-25, v1.1.1
    Query AI agent profiles, trust scores, verifications, and marketplace jobs on AgentFolio.
  • io.github.0xbrainkid/agentfolio-mcp-server — last commit 2026-03-25, v1.2.1
    AI agent identity verification via SATP on Solana. Trust scores and on-chain attestations.
  • Unity AI Bridge — last commit 2026-03-25, v1.0.0
    Remote-control Unity Editor from any AI IDE via file-based IPC. 62 tools, zero dependencies.
  • io.github.ExpertVagabond/solmail — last commit 2026-03-24, v1.0.2
    Send physical mail with Solana cryptocurrency - AI agents can send real letters worldwide
  • StressZero MCP - Burnout Risk Scoring — last commit 2026-03-24, v1.0.1
    Burnout risk scoring across 3 dimensions (physical, emotional, effectiveness)
  • io.github.dockersamples/mcp-docker-release-information — last commit 2026-03-24, v0.3.0
    MCP server providing Docker Desktop release notes and security information.
  • ChipsNews MCP Server — last commit 2026-03-24, v1.0.1
    MCP server for ChipsNews — manage news sources, articles, and triggers
  • io.github.ashwinvis/scb-opendata-mcp — last commit 2026-03-24, v0.2.1
    Statistics Sweden’s open data made available as an MCP server, using Python and FastMCP
  • io.github.blipemail/email — last commit 2026-03-24, v0.1.3
    MCP server for Blip disposable email — create inboxes, receive emails, extract OTP codes
  • Mood Booster Agent — last commit 2026-03-24, v1.0.0
    ERC-8004 AI Agent: uplifting messages, USDC tipping, and on-chain reputation feedback.
  • Paper Distill MCP — last commit 2026-03-24, v0.2.4
    Academic paper search across 11 sources with AI curation, ranked push, Zotero and Obsidian support.
  • io.github.eugenregehr/geo-seo-analyzer-octoboost — last commit 2026-03-24, v1.1.1
    Analyze multiple URLs with categorized SEO / GEO checks and scored results.
  • io.github.eugenregehr/octoboost — last commit 2026-03-24, v1.0.6
    Analyze multiple URLs with categorized SEO / GEO checks and scored results.
  • io.github.archetypal-ai/archetypal-ai — last commit 2026-03-24, v1.0.5
    Persistent memory for AI agents. recall, remember, checkpoint — soul preservation.
  • io.github.ExpertVagabond/watsonx — last commit 2026-03-24, v1.0.1
    IBM watsonx.ai MCP server for Claude integration
  • io.github.ExpertVagabond/ibmz — last commit 2026-03-24, v1.0.1
    IBM Z mainframe MCP server - Key Protect HSM & z/OS
  • io.github.DynamicDeals/gunsnation — last commit 2026-03-23, v1.0.0
    MCP server for real-time access to the Gunsnation firearms catalog and specifications.
  • NotifyHub — Unified Notification MCP Server — last commit 2026-03-23, v1.1.0
    Send notifications across 23 channels with 36 AI-ready tools. One API, zero boilerplate.
  • io.github.cyanheads/shift-mcp-server — last commit 2026-03-23, v0.1.5
    Lightweight coordination layer for multiple AI agents working on the same codebase simultaneously.
  • WinBridgeAgent — last commit 2026-03-23, v0.5.0
    Open-source Windows MCP server for AI assistants. File, clipboard, screenshot, process & power mgmt.
  • io.github.Docat0209/graphql — last commit 2026-03-23, v0.1.4
    Turn any GraphQL API into MCP tools. Zero config, zero code.
  • io.github.ExpertVagabond/guardrails — last commit 2026-03-22, v1.0.1
    AI Agent Guardrails MCP server - security layer
  • io.github.eyloni/pythia-oracle — last commit 2026-03-22, v0.1.3
    Oracle for AI agents. One tool, one reading. 3 free, then $0.025 USDC via x402.
  • figmanage — last commit 2026-03-22, v1.4.2
    Let agents manage your Figma workspace. 102 tools for seats, teams, offboarding, and cleanup.
  • ReNoUn — Crypto Regime Classification — last commit 2026-03-22, v1.4.0
    Crypto regime classifier for trading agents. 100% bounded regime accuracy. 50 free calls/day.
  • Timergy — last commit 2026-03-21, v0.1.4
    Create scheduling polls, vote, and finalize times from AI agents.
  • io.github.Docat0209/openapi — last commit 2026-03-21, v0.2.3
    Turn any OpenAPI/Swagger spec into MCP tools. Zero config, zero code.
  • AI Scanner — last commit 2026-03-21, v1.0.6
    Scan codebases for LLM/AI SDK usage, exposed API tokens, and hardcoded secrets.
  • Verdict — Compliance for AI-Generated Code — last commit 2026-03-21, v0.3.0
    Compliance verdicts for AI-generated code. SOC 2, HIPAA, HITRUST for healthcare IT.
  • MetricHub Quant - A股量化数据 — last commit 2026-03-21, v0.1.1
    China A-Share quantitative data: 5000+ stocks, 13 factors, daily market & limit-up analysis.
  • io.github.alefnt/agentpay — last commit 2026-03-21, v0.1.1
    AI Agent payment protocol on CKB Fiber Network. Zero-gas micropayments with Hold Invoice escrow.
  • Cardog — last commit 2026-03-21, v2.0.1
    VIN decode, Canadian listings, market quotes, TC+NHTSA recalls. Full API: https://cardog.app/docs.md
  • io.github.bhuvnsh/mcp-mapmyindia — last commit 2026-03-20, v0.1.0
    MCP server for India maps - place search, nearby discovery, & directions powered by the Mappls API.
  • io.github.ExpertVagabond/photo-organizer — last commit 2026-03-20, v1.0.0
    AI-powered organization for Google Photos and Drive - auto-organize, find duplicates, create albums
  • Kael MCP Server — last commit 2026-03-20, v1.3.0
    16 AI-native tools with dual SSE + streamable-http transport. Free tier available.
  • EruditePay Blockchain Intelligence — last commit 2026-03-19, v2.1.0
    168 MCP tools: token prices, whale tracking, DeFi, wallets across Base/Tron/BTC/XRP/Kaspa
  • Frontend Design Loop MCP — last commit 2026-03-19, v1.0.0
    Design-first MCP for coding agents that improves websites with screenshot-grounded iteration.
  • io.github.feedoracle/feedoracle-macro-mcp — last commit 2026-03-19, v1.0.0
    Real-time macroeconomic signals for AI agents. 86 FRED series, regime classification, DeFi rates.
  • FeedOracle Stablecoin Risk — last commit 2026-03-19, v1.0.0
    7-signal stablecoin risk scoring. 13 tools, 28+ tokens, SAFE/CAUTION/AVOID verdicts.
  • io.github.Aguantar/vibescan-mcp-server — last commit 2026-03-19, v0.1.0
    MCP server for VibeScan — scan projects for leaked secrets and security issues
  • io.github.Aguantar/kafka-dataops-mcp — last commit 2026-03-19, v0.1.0
    DataOps Kafka MCP server with consumer lag diagnosis and broker monitoring
  • io.github.Aguantar/clickhouse-dataops-mcp — last commit 2026-03-19, v0.1.1
    DataOps ClickHouse MCP server with query optimization and pipeline monitoring
  • io.github.codelipenghui/mcp-mat — last commit 2026-03-19, v0.1.0
    Headless Eclipse MAT MCP server for Java heap dump analysis
  • io.github.arpe-io/lakexpress-mcp — last commit 2026-03-18, v0.1.6
    MCP server for LakeXpress — automated database-to-cloud data pipeline as Parquet
  • io.github.arpe-io/migratorxpress-mcp — last commit 2026-03-18, v0.1.6
    MCP server for MigratorXpress — cross-platform database migration with parallel transfer
  • io.github.arpe-io/fasttransfer-mcp — last commit 2026-03-18, v0.1.6
    MCP server for FastTransfer — high-performance parallel data transfer between databases
  • io.github.arpe-io/fastbcp-mcp — last commit 2026-03-18, v0.1.5
    MCP server for FastBCP — high-performance parallel database export to files and cloud
  • io.github.Doc-API-LLC/docapi — last commit 2026-03-18, v1.0.0
    Generate PDFs, screenshots, and documents via any MCP-compatible AI agent.
  • Contract Security Scanner — last commit 2026-03-17, v1.0.0
    Scans Base L2 smart contracts for security risks. Risk score 0-100, detects backdoors & proxies.
  • Promptheus — last commit 2026-03-17, v0.3.1
    AI-powered prompt refinement with adaptive questioning and multi-provider support (6+ LLM backends)
  • Kit.com MCP Server — last commit 2026-03-17, v1.0.1
    Agent-optimized MCP server for Kit.com email marketing. 13 composite tools, 100% V4 API.
  • io.github.ExpertVagabond/volcengine — last commit 2026-03-17, v1.0.1
    ByteDance Volcano Engine (Doubao) MCP server
  • io.github.ExpertVagabond/oracle-cloud — last commit 2026-03-17, v1.0.1
    Oracle Cloud Infrastructure MCP server
  • io.github.ExpertVagabond/mega — last commit 2026-03-17, v1.0.1
    MEGA cloud storage CLI MCP server

Page 90 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.