Context & AI engineering
26,474 rows, by stacks then stars
2,072 of these skill files have been read, by 1,193 distinct authors, and what they tell an agent counted. What Context & AI engineering authors agree on, and what they forbid
arpe-io/fasttransfer-mcp/io.github.arpe-io/fasttransfer-mcp MCP server
1★ repoMCP server for FastTransfer — high-performance parallel data transfer between databases
arpe-io/lakexpress-mcp/io.github.arpe-io/lakexpress-mcp MCP server
1★ repoMCP server for LakeXpress — automated database-to-cloud data pipeline as Parquet
artgas1/robokassa-mcp/io.github.artgas1/robokassa-mcp MCP server
1★ repoComprehensive MCP server for the Robokassa payment gateway (18 tools, full API coverage).
artgas1/xmlriver-mcp/io.github.artgas1/xmlriver-mcp MCP server
1★ repoGoogle/Yandex SERP parsing and Yandex Wordstat keyword frequency via XMLRiver XML API
aruxojuyu665/2Captcha-MCP/io.github.aruxojuyu665/twocaptcha-mcp MCP server
1★ repoFull 2Captcha API (43 tools) for Claude Code: 31 captcha solvers + management + webhook.
asattelmaier/gnome-ui-mcp/io.github.asattelmaier/gnome-ui-mcp MCP server
1★ repoGNOME Wayland desktop automation via AT-SPI discovery and Mutter input.
ashwinvis/scb-opendata-mcp/io.github.ashwinvis/scb-opendata-mcp MCP server
1★ repoStatistics Sweden’s open data made available as an MCP server, using Python and FastMCP
ashmitrrr/dsa-tracker-mcp-server/io.github.ashmitrrr/dsa-tracker-mcp-server MCP server
1★ repoTrack DSA/LeetCode practice with spaced repetition, ships with NeetCode 150.
asish-singh/agent-readiness-auditor/io.github.asish-singh/agent-readiness-auditor MCP server
1★ repoAudits any website for AI agent readiness and safety, scoring prompt injection risk and llms.txt.
askads/mcp-yandex-metrica/io.github.askads/mcp-yandex-metrica MCP server
1★ repoMCP server for Yandex Metrica API: list counters, goals and pull web-analytics statistics.
asklokesh/quickbooks-mcp-server/io.github.asklokesh/quickbooks-mcp-server MCP server
no license1★ repoMCP server for QuickBooks API integration
astro-tools/astrodynamics-mcp/io.github.astro-tools/astrodynamics-mcp MCP server
1★ repoAstrodynamics MCP server: TLE/SGP4, Lambert, access windows, porkchop, B-plane targeting.
atarkowska/fastmcp-pdftools/io.github.atarkowska/fastmcp-pdftools MCP server
1★ repoAn MCP server that provides [describe what your server does]
atarkowska/fastmcp-sqltools/io.github.atarkowska/fastmcp-sqltools MCP server
1★ repoA MCP server provides SQL database access with support for PostgreSQL, MySQL, and SQLite.
atmflow55/datafood-mcp/io.github.atmflow55/datafood-mcp MCP server
1★ repoDataFood: 16 data sources (crypto/DeFi/security/news/finance) via one MCP. Bundles save ~92%.
atomno-mcp/mcp-seo-audit/io.github.atomno-mcp/mcp-seo-audit MCP server
1★ repoTechnical SEO site audit MCP: health score, issues, robots, sitemap, JSON-LD.
atomno-mcp/mcp-zakupki/io.github.atomno-mcp/mcp-zakupki MCP server
1★ repoMCP server for Russian government procurement data (44-FZ / 223-FZ / 615-PP).
ayush-s-tomar/portfolio-mcp-server/io.github.ayush-s-tomar/portfolio-mcp-server MCP server
1★ repoMCP server exposing Ayush Tomar's AI portfolio -- ask what he built or his flagship project.
punic-pillars/project-knowledge-mcp/io.github.batook22/project-knowledge-mcp MCP server
1★ repoCross-project knowledge graph for MCP — map features across mobile, backend, and admin codebases.
base76-research-lab/cognos-session-memory/io.github.base76-research-lab/cognos-session-memory MCP server
no license1★ repoCognOS trust scoring (C=p·(1-Ue-Ua)) and session trace storage as MCP tools.
bch1212/mcp-grantiq/io.github.bch1212/mcp-grantiq MCP server
no license1★ repoSearch US grants + federal contracts (Grants.gov + SAM.gov) from any LLM.
beepboop2025/pdf-suite-mcp/io.github.beepboop2025/pdf-suite-mcp MCP server
1★ repo37 tools to read, create, merge, split, watermark, fill, redact & search PDFs. Local, no API key.
berkayderin/nextscan/io.github.berkayderin/nextscan MCP server
1★ repoMCP server that scans Next.js projects and returns a compact summary
bitsandtea/postking-mcp/io.github.bitsandtea/postking-mcp MCP server
no license1★ repoPostKing MCP server for managing brands, generating posts, scheduling content, and publishing blogs.
bitterdev/enpass-mcp/io.github.bitterdev/enpass-mcp MCP server
15 days old1★ repoMCP server for Enpass vaults: entries, passwords and TOTP/2FA codes, keychain-backed.
blipemail/blip/io.github.blipemail/email MCP server
no license1★ repoMCP server for Blip disposable email — create inboxes, receive emails, extract OTP codes
blockchainacademics/bca-mcp/io.github.blockchainacademics/mcp MCP server
1★ repoCrypto MCP — 99 tools across news, market, on-chain, sentiment, indicators, agent generation.
bluwork/kontra-mcp/io.github.bluwork/kontra-mcp MCP server
1★ repoThe Tenth Man Protocol — structured contrarian analysis for decision-makers via MCP
boska/vox/io.github.boska/vox MCP server
no license1★ repoNative macOS MCP server for voice I/O — Swift binary, SFSpeechRecognizer + ElevenLabs TTS.
bolivian-peru/baozi-mcp/io.github.bolivian-peru/baozi-mcp MCP server
1★ repo68 tools for AI agents to interact with Solana prediction markets on Baozi.bet
brainfuel/mcp-browser/io.github.brainfuel/mcp-browser MCP server
1★ repoNative macOS browser exposing an MCP server so AI agents can drive a real WKWebView.
burakaydinofficial/searxng-deepdive/io.github.burakaydinofficial/searxng-deepdive MCP server
1★ repoMCP server for SearXNG with engine targeting, multi-page fanout, and HTML→Markdown URL reading.
buttonmonkey/mcp-loom/io.github.buttonmonkey/mcp-loom MCP server
1★ repoStdio MCP proxy: intercepts oversized tool results into a queryable embedded DuckDB.
byteplant-dev/byteplant-mcp/io.github.byteplant-dev/byteplant-mcp MCP server
no license1★ repoAn MCP server that provides Email, Phone and Address Validation Services from Byteplant
cadlens-co/cadlens-mcp/io.github.cadlens-co/cadlens-mcp MCP server
1★ repoModel Context Protocol server that wraps the CADLens REST API.
carrasquelalex1/webscrape-mcp/io.github.carrasquelalex1/webscrape-mcp MCP server
no license1★ repoFetch any URL and get clean Markdown. Web scraping for AI agents.
cbetz/ratebook/io.github.cbetz/ratebook MCP server
1★ repoOpen MCP server for US electricity tariffs: real rate lookup, bill estimates, and when to charge.
charistas/posokanei-mcp/io.github.charistas/posokanei-mcp MCP server
1★ repoUnofficial read-only MCP server for Greek supermarket price data from PosoKanei.
chefcohen/corroborate-mcp/io.github.chefcohen/corroborate-mcp MCP server
26 days old1★ repoHonest 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★ repoMCP server for Path of Exile game data: wiki, economy, and Craft of Exile lookups
chopmob-cloud/AlgoVoi-Platform-Adapters/io.github.chopmob-cloud/algovoi-mcp-server MCP server
no license1★ repoAlgoVoi crypto payments via MCP: USDC + native on Algorand, VOI, Hedera, Stellar.
chrischall/gogcli-mcp/io.github.chrischall/gogcli-mcp MCP server
1★ repoGoogle Sheets (and more) for Claude via gogcli — read, write, and manage spreadsheets
chrischall/hemnet-mcp/io.github.chrischall/hemnet-mcp MCP server
29 days old1★ repoHemnet.se real estate for Claude: search, sold prices, listings & market stats
chrischall/honeybook-mcp/io.github.chrischall/honeybook-mcp MCP server
1★ repoHoneyBook client-portal MCP server for Claude — view contracts and invoices from wedding vendors
chrischall/infinitecampus-mcp/io.github.chrischall/infinitecampus-mcp MCP server
1★ repoInfinite Campus (Campus Parent) for Claude — grades, attendance, assignments, messages
chrischall/ioffice-mcp/io.github.chrischall/ioffice-mcp MCP server
1★ repoiOffice workspace management for Claude — book rooms, manage visitors, maintenance tickets
chrischall/onehome-mcp/io.github.chrischall/onehome-mcp MCP server
1★ repoOneHome (CoreLogic) real-estate access for Claude — search, property details, photos, saved homes
chrischall/resy-mcp/io.github.chrischall/resy-mcp MCP server
1★ repoResy reservation management — search, book, cancel, favorites, and Priority Notify for Claude
chrischall/skylight-mcp/io.github.chrischall/skylight-mcp MCP server
1★ repoSkylight Calendar for Claude — family events, chores, and rewards.
chrischall/splitwise-mcp/io.github.chrischall/splitwise-mcp MCP server
1★ repoSplitwise expense and group management for Claude — shared expenses, settle up, friends
chrischall/viator-mcp/io.github.chrischall/viator-mcp MCP server
no license1★ repoSearch 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★ repoMCP server for generating Chromium-style QR codes with optional Dino logo or custom center image
chudah1/attest-dev/io.github.chudah1/attest-mcp MCP server
1★ repoCredential enforcement middleware for MCP servers — verifies scoped tokens on every tool call
expenselm/expenselm-mcp-server/io.github.clarenceh/expenselm-mcp-server MCP server
no license1★ repoAn MCP server that provides access to your expense data on ExpenseLM.
claracarspt/mcp/io.github.claracarspt/mcp MCP server
1★ repoUsed & imported cars in Portugal: search stock, ISV/IUC tax calc, resale value, contact.
forgemeshlabs/coinopai-mcp/io.github.clawdbotworker/coinopai-mcp MCP server
1★ repoKronos crypto signals + trade decisions + 819 automation prompts. x402 micropayments, USDC/Base.
cmendezs/mcp-einvoicing-de/io.github.cmendezs/mcp-einvoicing-de MCP server
1★ repoGerman e-invoicing MCP server: ZUGFeRD 2.x, XRechnung 3.x, EN 16931, KoSIT validation, Peppol.
cocaxcode/database-mcp/io.github.cocaxcode/database-mcp MCP server
1★ repoMCP server for database connectivity. Multi-DB (PostgreSQL, MySQL, SQLite), 19 tools.
cocaxcode/devflow-mcp/io.github.cocaxcode/devflow-mcp MCP server
1★ repoMCP server connecting Jira (Cloud + Server) with GitHub/GitLab. Branches, issues, PRs, flows.
codeChap/mcp-server-agent-browser/io.github.codeChap/agent-browser MCP server
no license1★ repoMCP server for browser automation via Vercel's agent-browser CLI