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Context & AI engineering

26,304 rows, by stacks then stars

1,865 of these skill files have been read, by 1,328 distinct authors, and what they tell an agent counted. What Context & AI engineering authors agree on, and what they forbid

  • Agent Readiness Auditor

    asish-singh/agent-readiness-auditor/io.github.asish-singh/agent-readiness-auditor MCP server

    1★ repo

    Audits any website for AI agent readiness and safety, scoring prompt injection risk and llms.txt.

  • Yandex Metrica MCP

    askads/mcp-yandex-metrica/io.github.askads/mcp-yandex-metrica MCP server

    1★ repo

    MCP server for Yandex Metrica API: list counters, goals and pull web-analytics statistics.

  • Yandex Direct MCP

    askads/mcp-yandex-direct/io.github.askads/mcp-yandex-direct MCP server

    1★ repo

    MCP server for Yandex Direct API v5: manage PPC campaigns, ads, keywords, and statistics.

  • Quickbooks

    asklokesh/quickbooks-mcp-server/io.github.asklokesh/quickbooks-mcp-server MCP server

    no license1★ repo

    MCP server for QuickBooks API integration

  • astrodynamics-mcp

    astro-tools/astrodynamics-mcp/io.github.astro-tools/astrodynamics-mcp MCP server

    1★ repo

    Astrodynamics MCP server: TLE/SGP4, Lambert, access windows, porkchop, B-plane targeting.

  • Fastmcp pdftools

    atarkowska/fastmcp-pdftools/io.github.atarkowska/fastmcp-pdftools MCP server

    1★ repo

    An MCP server that provides [describe what your server does]

  • Fastmcp sqltools

    atarkowska/fastmcp-sqltools/io.github.atarkowska/fastmcp-sqltools MCP server

    1★ repo

    A MCP server provides SQL database access with support for PostgreSQL, MySQL, and SQLite.

  • Datafood mcp

    atmflow55/datafood-mcp/io.github.atmflow55/datafood-mcp MCP server

    1★ repo

    DataFood: 16 data sources (crypto/DeFi/security/news/finance) via one MCP. Bundles save ~92%.

  • mcp-seo-audit

    atomno-mcp/mcp-seo-audit/io.github.atomno-mcp/mcp-seo-audit MCP server

    1★ repo

    Technical SEO site audit MCP: health score, issues, robots, sitemap, JSON-LD.

  • mcp-zakupki

    atomno-mcp/mcp-zakupki/io.github.atomno-mcp/mcp-zakupki MCP server

    1★ repo

    MCP server for Russian government procurement data (44-FZ / 223-FZ / 615-PP).

  • mcp-fns-calc

    atomno-mcp/mcp-fns-calc/io.github.atomno-mcp/mcp-fns-calc MCP server

    1★ repo

    Russian tax calculators (VAT, USN, NDFL) and FNS fiscal-status checks via MCP.

  • Portfolio mcp server

    ayush-s-tomar/portfolio-mcp-server/io.github.ayush-s-tomar/portfolio-mcp-server MCP server

    1★ repo

    MCP server exposing Ayush Tomar's AI portfolio -- ask what he built or his flagship project.

  • Project knowledge mcp

    punic-pillars/project-knowledge-mcp/io.github.batook22/project-knowledge-mcp MCP server

    1★ repo

    Cross-project knowledge graph for MCP — map features across mobile, backend, and admin codebases.

  • Cognos session memory

    base76-research-lab/cognos-session-memory/io.github.base76-research-lab/cognos-session-memory MCP server

    no license1★ repo

    CognOS trust scoring (C=p·(1-Ue-Ua)) and session trace storage as MCP tools.

  • Mcp grantiq

    bch1212/mcp-grantiq/io.github.bch1212/mcp-grantiq MCP server

    no license1★ repo

    Search US grants + federal contracts (Grants.gov + SAM.gov) from any LLM.

  • Pdf suite mcp

    beepboop2025/pdf-suite-mcp/io.github.beepboop2025/pdf-suite-mcp MCP server

    1★ repo

    37 tools to read, create, merge, split, watermark, fill, redact & search PDFs. Local, no API key.

  • Pdf toolkit mcp

    beepboop2025/pdf-toolkit-mcp/io.github.beepboop2025/pdf-toolkit-mcp MCP server

    1★ repo

    37 tools to read, create, merge, split, watermark, fill, redact & search PDFs. Local, no API key.

  • Nextscan

    berkayderin/nextscan/io.github.berkayderin/nextscan MCP server

    1★ repo

    MCP server that scans Next.js projects and returns a compact summary

  • Postking mcp

    bitsandtea/postking-mcp/io.github.bitsandtea/postking-mcp MCP server

    no license1★ repo

    PostKing MCP server for managing brands, generating posts, scheduling content, and publishing blogs.

  • Enpass mcp

    bitterdev/enpass-mcp/io.github.bitterdev/enpass-mcp MCP server

    1★ repo

    MCP server for Enpass vaults: entries, passwords and TOTP/2FA codes, keychain-backed.

  • Trackman mcp

    bjornj12/trackman-mcp-client/io.github.bjornj12/trackman-mcp MCP server

    1★ repo

    Fetch your Trackman Golf stats (handicap, rounds, shots, club gapping) as MCP tools.

  • Email

    blipemail/blip/io.github.blipemail/email MCP server

    no license1★ repo

    MCP server for Blip disposable email — create inboxes, receive emails, extract OTP codes

  • Mcp

    blockchainacademics/bca-mcp/io.github.blockchainacademics/mcp MCP server

    1★ repo

    Crypto MCP — 99 tools across news, market, on-chain, sentiment, indicators, agent generation.

  • Vox

    boska/vox/io.github.boska/vox MCP server

    no license1★ repo

    Native macOS MCP server for voice I/O — Swift binary, SFSpeechRecognizer + ElevenLabs TTS.

  • Baozi mcp

    bolivian-peru/baozi-mcp/io.github.bolivian-peru/baozi-mcp MCP server

    1★ repo

    68 tools for AI agents to interact with Solana prediction markets on Baozi.bet

  • MCP Browser

    brainfuel/mcp-browser/io.github.brainfuel/mcp-browser MCP server

    1★ repo

    Native macOS browser exposing an MCP server so AI agents can drive a real WKWebView.

  • Searxng deepdive

    burakaydinofficial/searxng-deepdive/io.github.burakaydinofficial/searxng-deepdive MCP server

    1★ repo

    MCP server for SearXNG with engine targeting, multi-page fanout, and HTML→Markdown URL reading.

  • Mcp loom

    buttonmonkey/mcp-loom/io.github.buttonmonkey/mcp-loom MCP server

    1★ repo

    Stdio MCP proxy: intercepts oversized tool results into a queryable embedded DuckDB.

  • Byteplant mcp

    byteplant-dev/byteplant-mcp/io.github.byteplant-dev/byteplant-mcp MCP server

    no license1★ repo

    An MCP server that provides Email, Phone and Address Validation Services from Byteplant

  • Cadlens mcp

    cadlens-co/cadlens-mcp/io.github.cadlens-co/cadlens-mcp MCP server

    1★ repo

    Model Context Protocol server that wraps the CADLens REST API.

  • Webscrape mcp

    carrasquelalex1/webscrape-mcp/io.github.carrasquelalex1/webscrape-mcp MCP server

    no license1★ repo

    Fetch any URL and get clean Markdown. Web scraping for AI agents.

  • Ratebook

    cbetz/ratebook/io.github.cbetz/ratebook MCP server

    1★ repo

    Open MCP server for US electricity tariffs: real rate lookup, bill estimates, and when to charge.

  • Corroborate mcp

    chefcohen/corroborate-mcp/io.github.chefcohen/corroborate-mcp MCP server

    1★ repo

    Honest claim corroboration for AI agents: syndication-aware independent-source counting.

  • poe-data-mcp - Path of Exile game data

    charleslucas/poe-data-mcp/io.github.charleslucas/poe-data-mcp MCP server

    no license1★ repo

    MCP server for Path of Exile game data: wiki, economy, and Craft of Exile lookups

  • Algovoi mcp server

    chopmob-cloud/AlgoVoi-Platform-Adapters/io.github.chopmob-cloud/algovoi-mcp-server MCP server

    no license1★ repo

    AlgoVoi crypto payments via MCP: USDC + native on Algorand, VOI, Hedera, Stellar.

  • Gogcli mcp

    chrischall/gogcli-mcp/io.github.chrischall/gogcli-mcp MCP server

    1★ repo

    Google Sheets (and more) for Claude via gogcli — read, write, and manage spreadsheets

  • Hemnet mcp

    chrischall/hemnet-mcp/io.github.chrischall/hemnet-mcp MCP server

    1★ repo

    Hemnet.se real estate for Claude: search, sold prices, listings & market stats

  • Groupon mcp

    chrischall/groupon-mcp/io.github.chrischall/groupon-mcp MCP server

    1★ repo

    Groupon deals for Claude — search and browse local, goods, and travel deals

  • Honeybook mcp

    chrischall/honeybook-mcp/io.github.chrischall/honeybook-mcp MCP server

    1★ repo

    HoneyBook client-portal MCP server for Claude — view contracts and invoices from wedding vendors

  • Ioffice mcp

    chrischall/ioffice-mcp/io.github.chrischall/ioffice-mcp MCP server

    1★ repo

    iOffice workspace management for Claude — book rooms, manage visitors, maintenance tickets

  • Onehome mcp

    chrischall/onehome-mcp/io.github.chrischall/onehome-mcp MCP server

    1★ repo

    OneHome (CoreLogic) real-estate access for Claude — search, property details, photos, saved homes

  • Resy mcp

    chrischall/resy-mcp/io.github.chrischall/resy-mcp MCP server

    1★ repo

    Resy reservation management — search, book, cancel, favorites, and Priority Notify for Claude

  • Splitwise mcp

    chrischall/splitwise-mcp/io.github.chrischall/splitwise-mcp MCP server

    1★ repo

    Splitwise expense and group management for Claude — shared expenses, settle up, friends

  • Viator mcp

    chrischall/viator-mcp/io.github.chrischall/viator-mcp MCP server

    no license1★ repo

    Search Viator tours and activities — products, availability, attractions, destinations.

  • Chromium Style QR Code Generator

    chromium-style-qrcode/mcp/io.github.chromium-style-qrcode/mcp MCP server

    1★ repo

    MCP server for generating Chromium-style QR codes with optional Dino logo or custom center image

  • Attest mcp

    chudah1/attest-dev/io.github.chudah1/attest-mcp MCP server

    1★ repo

    Credential enforcement middleware for MCP servers — verifies scoped tokens on every tool call

  • Expenselm mcp server

    expenselm/expenselm-mcp-server/io.github.clarenceh/expenselm-mcp-server MCP server

    no license1★ repo

    An MCP server that provides access to your expense data on ExpenseLM.

  • Mcp

    claracarspt/mcp/io.github.claracarspt/mcp MCP server

    1★ repo

    Used & imported cars in Portugal: search stock, ISV/IUC tax calc, resale value, contact.

  • Coinopai mcp

    forgemeshlabs/coinopai-mcp/io.github.clawdbotworker/coinopai-mcp MCP server

    1★ repo

    Kronos crypto signals + trade decisions + 819 automation prompts. x402 micropayments, USDC/Base.

  • Mcp einvoicing de

    cmendezs/mcp-einvoicing-de/io.github.cmendezs/mcp-einvoicing-de MCP server

    1★ repo

    German e-invoicing MCP server: ZUGFeRD 2.x, XRechnung 3.x, EN 16931, KoSIT validation, Peppol.

  • Mysql

    codeChap/mcp-server-mysql/io.github.codeChap/mysql MCP server

    no license1★ repo

    MCP server for MySQL/MariaDB — pooled async queries with destructive-query safety

  • Database mcp

    cocaxcode/database-mcp/io.github.cocaxcode/database-mcp MCP server

    1★ repo

    MCP server for database connectivity. Multi-DB (PostgreSQL, MySQL, SQLite), 19 tools.

  • Devflow mcp

    cocaxcode/devflow-mcp/io.github.cocaxcode/devflow-mcp MCP server

    1★ repo

    MCP server connecting Jira (Cloud + Server) with GitHub/GitLab. Branches, issues, PRs, flows.

  • Agent browser

    codeChap/mcp-server-agent-browser/io.github.codeChap/agent-browser MCP server

    no license1★ repo

    MCP server for browser automation via Vercel's agent-browser CLI

  • Logbook mcp

    cocaxcode/logbook-mcp/io.github.cocaxcode/logbook-mcp MCP server

    1★ repo

    Developer logbook MCP server. Notes, TODOs, standups, decisions, debug sessions, reminders.

  • Verified Repo Memory

    cognitivemyriad/mcp-verified-repo-memory/io.github.cognitivemyriad/verified-repo-memory MCP server

    1★ repo

    Stale-proof repository memory with citations + just-in-time verification + TTL (repo-scoped).

  • Etsy tags mcp

    comil27/etsy-tags-mcp/io.github.comil27/etsy-tags-mcp MCP server

    1★ repo

    Etsy tag finder: long-tail tag ideas from live Google autocomplete. Remote MCP server.

  • Figma Context MCP AIR

    compassalessandrolorenz/Figma-Context-MCP-AIR/io.github.compassalessandrolorenz/Figma-Context-MCP-AIR MCP server

    1★ repo

    Figma MCP server for AI agents. 9 tools: design context, variables, screenshots, and FigJam.

  • OP3 MCP Server

    conorbronsdon/op3-mcp/io.github.conorbronsdon/op3-mcp MCP server

    1★ repo

    OP3 podcast analytics: downloads, geography, app share, episode breakdowns. Read-only.

  • Transistor MCP Server

    conorbronsdon/Transistor-MCP/io.github.conorbronsdon/transistor-mcp MCP server

    1★ repo

    Manage Transistor.fm podcasts: episodes, analytics, transcripts, and webhooks.

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