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.

Worked on in the last 90 days (59)

Someone pushed a commit recently. This is the shortlist worth trying first.

  • io.github.CSOAI-ORG/sleep-tracker-ai-mcp — last commit 2026-07-26, v1.0.4
    sleep-tracker-ai-mcp MCP server by MEOK AI Labs
  • io.github.bulatko/vk — last commit 2026-07-26, v0.6.1
    VK (VKontakte): read walls, users, communities and stats; publish, edit and comment on posts.
  • io.github.b1ff/atlassian-dc-mcp-bitbucket — last commit 2026-07-26, v0.29.0
    MCP server for Atlassian Bitbucket Data Center - interact with repositories and code
  • io.github.b1ff/atlassian-dc-mcp-confluence — last commit 2026-07-26, v0.29.0
    MCP server for Atlassian Confluence Data Center - access and manage content
  • io.github.b1ff/atlassian-dc-mcp-jira — last commit 2026-07-26, v0.29.0
    MCP server for Atlassian Jira Data Center - search, view, and create issues
  • GroundTruth — subsurface scan QA & trade estimating — last commit 2026-07-26, v1.0.1
    Two independent AI models read a GPR, locate or pipe scan and flag the do-not-core call.
  • coach.marian/eng-leadership-toolkit — last commit 2026-07-26, v1.2.1
    Engineering leadership benchmarks, 1:1 playbooks, developer value calculator. 3,400+ sessions.
  • ParcelLaunch — 3D property listings from an address — last commit 2026-07-26, v1.0.1
    Turn a US address or parcel number into an interactive 3D flyover listing in about a minute.
  • QuickBooks Online MCP Server — last commit 2026-07-26, v0.1.0
    QuickBooks Online MCP server for invoices, customers, and payments. OAuth 2.1 + PKCE, stdio/HTTP.
  • io.github.CSOAI-ORG/translator-pro-ai-mcp — last commit 2026-07-26, v1.0.9
    AI-powered translator pro ai MCP server for agents. Supports translate text, detect language
  • com.pulsemcp/appsignal — last commit 2026-07-26, v0.5.4
    MCP server for AppSignal — get alert details, search logs, and retrieve logs within time ranges.
  • com.pulsemcp/dynamodb — last commit 2026-07-26, v0.2.7
    MCP server for AWS DynamoDB with fine-grained tool control and configurable access levels.
  • com.pulsemcp/fetchpet — last commit 2026-07-26, v0.1.8
    MCP server for Fetch Pet insurance claims management using Playwright automation.
  • com.pulsemcp/fly-io — last commit 2026-07-26, v0.1.7
    MCP server for managing Fly.io machines, apps, logs, and Docker images.
  • com.pulsemcp/gcs — last commit 2026-07-26, v0.1.14
    MCP server for Google Cloud Storage with fine-grained tool access control.
  • com.pulsemcp/gmail — last commit 2026-07-26, v0.4.11
    MCP server for Gmail with OAuth2 (personal) and service account (Workspace) support.
  • com.pulsemcp/good-eggs — last commit 2026-07-26, v0.1.11
    MCP server for Good Eggs grocery shopping automation using Playwright.
  • com.pulsemcp/google-calendar — last commit 2026-07-26, v0.0.13
    MCP server for Google Calendar integration with service account support and domain-wide delegation.
  • com.pulsemcp/google-docs — last commit 2026-07-26, v0.1.4
    MCP server for Google Docs integration with OAuth2 and service account support.
  • com.pulsemcp/google-flights — last commit 2026-07-26, v0.2.6
    MCP server for searching Google Flights — flight search, date grid pricing, and airport lookup.
  • com.pulsemcp/hatchbox — last commit 2026-07-26, v0.1.3
    MCP server for Hatchbox Rails hosting — env var inspection, deploys, and process monitoring.
  • com.pulsemcp/image-diff — last commit 2026-07-26, v0.1.3
    MCP server for programmatic image comparison and visual diff generation.
  • com.pulsemcp/langfuse — last commit 2026-07-26, v0.1.3
    MCP server for Langfuse LLM observability — trace and observation analysis.
  • com.pulsemcp/monarch-money — last commit 2026-07-26, v0.0.13
    MCP server for Monarch Money — account, transaction, and budget management.
  • com.pulsemcp/onepassword — last commit 2026-07-26, v0.5.4
    MCP server for interacting with 1Password via the CLI to read and manage credentials.
  • com.pulsemcp/playwright-stealth — last commit 2026-07-26, v0.2.3
    Browser automation using Playwright with optional stealth mode to bypass anti-bot protection.
  • com.pulsemcp/pointsyeah — last commit 2026-07-26, v0.2.9
    MCP server for searching award flights and travel deals via PointsYeah.
  • com.pulsemcp/proctor — last commit 2026-07-26, v0.1.9
    MCP server for running Proctor exams against MCP servers with exam execution and result management.
  • com.pulsemcp/pulse-fetch — last commit 2026-07-26, v0.3.3
    MCP server for fetching web resources with content extraction and anti-bot bypass.
  • com.pulsemcp/pulse-subregistry — last commit 2026-07-26, v0.0.8
    MCP server providing access to the PulseMCP Sub-Registry for browsing and discovering MCP servers.
  • com.pulsemcp/remote-filesystem — last commit 2026-07-26, v0.1.5
    MCP server for remote filesystem operations on cloud storage (Google Cloud Storage).
  • com.pulsemcp/s3 — last commit 2026-07-26, v0.0.5
    MCP server for AWS S3 with fine-grained tool control and S3-compatible endpoint support.
  • com.pulsemcp/serpapi-hotels — last commit 2026-07-26, v0.0.4
    MCP server for searching Google Hotels via SerpAPI — hotel search, pricing, ratings, and reviews.
  • com.pulsemcp.servers/pulse-fetch — last commit 2026-07-26, v0.2.14
    MCP server that extracts clean, structured content from web pages with anti-bot bypass capabilities.
  • com.pulsemcp/slack — last commit 2026-07-26, v0.0.7
    MCP server for Slack — read/write messages, manage threads, and react to messages.
  • com.pulsemcp/ssh — last commit 2026-07-26, v0.1.5
    MCP server for SSH remote server management with SSH agent authentication support.
  • com.pulsemcp/svg-tracer — last commit 2026-07-26, v0.1.3
    MCP server for converting bitmap images to SVG vector graphics using potrace tracing.
  • com.pulsemcp/twist — last commit 2026-07-26, v0.2.3
    MCP server for Twist team messaging — manage channels, threads, and messages.
  • com.pulsemcp/vercel — last commit 2026-07-26, v0.1.3
    MCP server for Vercel — manage deployments and view build and runtime application logs.
  • io.github.CSOAI-ORG/performance-ai-mcp — last commit 2026-07-26, v1.0.4
    performance-ai-mcp MCP server by MEOK AI Labs
  • Chirp Home Automation — last commit 2026-07-26, v1.0.0
    Check, add and control the smart home sensors and automations in your own Chirp home.
  • io.github.CSOAI-ORG/test-case-generator-ai-mcp — last commit 2026-07-26, v1.0.10
    AI-powered test case generator ai MCP server for agents. Supports generate test cases, generate
  • io.github.CSOAI-ORG/blockchain-verification-mcp — last commit 2026-07-26, v1.0.11
    Blockchain Verification MCP Server by MEOK AI Labs
  • OneTool MCP — last commit 2026-07-26, v2.2.2
    One MCP for devs incl Brave,Google,Tavily,Context7,AWS,Excalidraw,DB,GitHub,DevTools,Playwright
  • OpenClaw MCP Server — last commit 2026-07-26, v1.7.0
    MCP server bridging Claude.ai/Desktop with self-hosted OpenClaw via OAuth 2.1.
  • Hashloom — last commit 2026-07-26, v0.5.0
    Content-addressed contracts and a verification cache that cut agent context by skipping proven code.
  • Heddle — last commit 2026-07-26, v0.3.3
    Content-addressed contracts and a verification cache that cut agent context by skipping proven code.
  • Dwarf Fortress (DFHack) — last commit 2026-07-26, v1.4.1
    MCP server exposing a live Dwarf Fortress fort to an AI agent as curated, semantic tools
  • io.github.CSOAI-ORG/unit-converter-ai-mcp — last commit 2026-07-26, v1.0.10
    AI-powered unit converter ai MCP server for agents. Supports convert length, convert weight
  • nb-mcp-server — last commit 2026-07-26, v0.14.0
    MCP server wrapping the nb CLI for LLM-friendly note-taking
  • io.github.CSOAI-ORG/lorem-ipsum-ai-mcp — last commit 2026-07-26, v1.0.4
    lorem-ipsum-ai-mcp MCP server by MEOK AI Labs
  • io.github.edushinka/betbetter-mcp — last commit 2026-07-26, v1.0.1
    Free sports model win probabilities and fair odds for nine sports. No API key required.
  • io.github.briangaoo/totem — last commit 2026-07-26, v1.4.3
    Totem — talk to your wearables with AI. Today: full Whoop access (48 tools).
  • io.github.briangaoo/whoop-mcp — last commit 2026-07-26, v1.3.0
    Full read + write access to your Whoop fitness data via the private iOS API. 48 tools.
  • emailmd — last commit 2026-07-26, v0.9.1
    Render markdown into email-safe HTML, lint drafts for deliverability problems, and preview emails.
  • Frase SEO — last commit 2026-07-26, v0.6.3
    SEO, GEO & AI Visibility — research, write, optimize, publish & monitor content. 121 tools.
  • au.com.ato-mcp/ato-mcp — last commit 2026-07-26, v2.1.5
    Australian tax knowledge base for agents: 34,500+ ATO documents, cited answers to any tax question.
  • io.github.CSOAI-ORG/otp-ai-mcp — last commit 2026-07-26, v1.0.4
    otp-ai-mcp MCP server by MEOK AI Labs
  • GitHub — last commit 2026-07-26, v0.6.0
    Connect AI assistants to GitHub - manage repos, issues, PRs, workflows, and git operations.

Repository gone or archived (1)

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.

Page 40 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.