Context & AI engineering
26,425 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
ugurcl/dbridge-mcp/io.github.ugurcl/dbridge-mcp MCP server
no license1★ repoQuery SQLite, PostgreSQL, and MySQL in plain language - read-only, with column masking and limits.
WebMCP — Make Any Website Agent-Ready
up2itnow0822/webmcp-sdk/io.github.up2itnow0822/webmcp-sdk MCP server
1★ repoW3C WebMCP toolkit for Chrome 146. Expose any website as a structured MCP server for AI agents.
vatnode/vatnode-mcp/io.github.vatnode/vatnode-mcp MCP server
1★ repoOfficial MCP server: EU VAT validation via VIES, plus offline rates and format checks.
vdmeu/registrum-mcp/io.github.vdmeu/registrum-mcp MCP server
no license1★ repoSearch UK companies, get financials, directors, and networks via the Registrum Companies House API.
vectros-ai/vectros-mcp-server/io.github.vectros-ai/mcp-server MCP server
1★ repoTyped record store + hybrid search over MCP: deterministic lookups + semantic memory, per-customer.
vessel-api/vesselapi-mcp/io.github.vessel-api/vesselapi-mcp MCP server
1★ repoMCP server for the VesselAPI — maritime vessel tracking, port events, emissions, and navigation data
verygoodplugins/mcp-pirsch/io.github.verygoodplugins/mcp-pirsch MCP server
1★ repoPirsch Analytics with natural language queries and trend analysis
virgilvox/discord-furlow/io.github.virgilvox/furlow-mcp MCP server
no license1★ repoAuthor FURLOW Discord bot YAML: validate specs, list actions/events/builtins, scaffold bots.
vk0dev/code-impact-mcp/io.github.vk0dev/code-impact-mcp MCP server
1★ repoDependency graph and blast-radius analysis for local TypeScript/JavaScript repos.
vola-trebla/playwright-network-chaos-mcp/io.github.vola-trebla/playwright-network-chaos-mcp MCP server
1★ repoMCP server that gives AI agents dynamic network chaos control over Playwright browser sessions
vola-trebla/playwright-trace-decoder-mcp/io.github.vola-trebla/playwright-trace-decoder-mcp MCP server
1★ repoMCP server for unpacking and analyzing Playwright trace.zip archives
vola-trebla/v8-cpu-profile-decoder-mcp/io.github.vola-trebla/v8-cpu-profile-decoder-mcp MCP server
1★ repoMCP server that decodes V8 CPU profiles into token-efficient bottleneck summaries for AI agents
webaesbyamin/agent-receipts/io.github.webaesbyamin/agent-receipts MCP server
1★ repoEd25519-signed receipts for every AI agent action. Local-first, verifiable, no server required.
wearehoust/front-mcp/io.github.wearehoust/front-mcp MCP server
1★ repoMCP server for Front: conversations, contacts, messages, tags, and inbox workflows.
webmoleai/mcp-check-licenses/io.github.webmoleai/mcp-check-licenses MCP server
no license1★ repoAudit dependency licenses for compatibility issues. Flags GPL/AGPL conflicts.
webmoleai/mcp-check-links/io.github.webmoleai/mcp-check-links MCP server
no license1★ repoFind broken links, missing meta tags, and redirect chains on any website.
webmoleai/mcp-vibe-checker/io.github.webmoleai/mcp-vibe-checker MCP server
no license1★ repoVibe-check your code — personality types, energy ratings, aesthetic suggestions.
webtoolbox/websitetoolbox-mcp/io.github.webtoolbox/websitetoolbox-mcp MCP server
no license1★ repoCommunity forum management — posts, users, search, and moderation via the Website Toolbox API.
wedsamuel1230/electronic-mcp-server/io.github.wedsamuel1230/electronic-mcp-server MCP server
1★ repo14 electronics tools: resistor decoder, capacitor calculator, GPIO reference for ESP32/Arduino/STM32
wenRou21/sqlbot-mcp-proxy/io.github.wenRou21/sqlbot-mcp-proxy MCP server
1★ repoMCP server proxy for SQLBot Text-to-SQL queries and report generation.
wishfinity/wishfinity-mcp-plusw/io.github.wishfinity/wishfinity-mcp-plusw MCP server
1★ repoSave any product URL to your Wishfinity wishlist. Works with any MCP client.
withinfocus/tba-mcp-server/io.github.withinfocus/tba MCP server
1★ repoThe Blue Alliance MCP Server
wkalidev/multichain-mcp/io.github.wkalidev/multichain-mcp MCP server
no license1★ repoMCP server for AI agents — Stacks, Celo, and Base in one npm package.
woshilaohei/mindcore-memory-mcp/io.github.woshilaohei/mindcore-memory MCP server
1★ repoAI long-term memory MCP server with importance scoring and confidence calibration
wuzenghai616-lang/goldbean/io.github.wuzenghai616-lang/goldbean MCP server
1★ repo51 Baidu AI MCP tools: OCR, Vision, LLM, Speech, NLP. Pay-per-call from $0.001.
wyre-technology/avanan-mcp/io.github.wyre-technology/avanan-mcp MCP server
1★ repoMCP server for Check Point Harmony Email & Collaboration (Avanan) email security.
wyre-technology/connectwise-automate-mcp/io.github.wyre-technology/connectwise-automate-mcp MCP server
1★ repoMCP server for ConnectWise Automate RMM — computers, clients, alerts, and scripts.
wyre-technology/datto-saas-protection-mcp/io.github.wyre-technology/datto-saas-protection-mcp MCP server
1★ repoMCP server for Datto SaaS Protection — M365/GWS backups, restores, seats.
wyre-technology/huntress-mcp/io.github.wyre-technology/huntress-mcp MCP server
no license1★ repoMCP server for Huntress — accounts, organizations, agents, incidents, and reports.
wyre-technology/kaseya-quote-manager-mcp/io.github.wyre-technology/kaseya-quote-manager-mcp MCP server
no license1★ repoRead-only MCP server for Kaseya Quote Manager (Datto Commerce): quotes, orders, purchasing.
wyre-technology/meraki-mcp/io.github.wyre-technology/meraki-mcp MCP server
no license1★ repoMCP server for the Cisco Meraki Dashboard: networks, devices, wireless, switch, appliance.
wyre-technology/mimecast-mcp/io.github.wyre-technology/mimecast-mcp MCP server
1★ repoMCP server for Mimecast email security: message queue, held messages, domains, and threats.
wyre-technology/proofpoint-mcp/io.github.wyre-technology/proofpoint-mcp MCP server
1★ repoMCP server for Proofpoint TAP — threat intelligence, forensics, quarantine, and email security.
wyre-technology/threatlocker-mcp/io.github.wyre-technology/threatlocker-mcp MCP server
no license1★ repoMCP server for ThreatLocker — zero-trust endpoint protection, allowlisting, and policies.
wyre-technology/xero-mcp/io.github.wyre-technology/xero-mcp MCP server
1★ repoMCP server for Xero accounting — contacts, invoices, payments, accounts, and financial reports.
x402node/x402-mcp/io.github.x402node/x402-mcp MCP server
1★ repoHundreds of x402-paid APIs as MCP tools, auto-discovered from Coinbase Bazaar. USDC on Base+Solana.
x51xxx/kimi-mcp-server/io.github.x51xxx/kimi-mcp-server MCP server
1★ repoMCP server bridging AI assistants to Moonshot AI Kimi Code CLI for code analysis and review
xenarch-ai/xenarch-mcp/io.github.xenarch-ai/xenarch-mcp MCP server
1★ repoXenarch — x402 MCP server for AI agent payments. Non-custodial, USDC on Base L2.
xiaojiou176-open/campus-copilot/io.github.xiaojiou176-open/campus-copilot-mcp MCP server
1★ repoRead-only MCP server for the local Campus Copilot BFF and imported workspace snapshots.
xiaojiou176-open/movi-organizer/io.github.xiaojiou176-open/movi-mcp MCP server
1★ repoReview-first stdio MCP for Movi: analyze, review, overlay edit, and dry-run preview.
xkelxmc/uranium-mcp/io.github.xkelxmc/uranium-mcp MCP server
no license1★ repoMCP for Uranium NFT tools to mint, list, and manage digital assets on the permaweb.
xllinbupt/MCP2skill/io.github.xllinbupt/liepin-jobs MCP server
1★ repoLiepin job search and resume workflows backed by the official Liepin MCP server.
xkumakichi/xaip-protocol/io.github.xkumakichi/xaip-mcp-server MCP server
1★ repoAI agents get on-chain identity, credentials, reputation, escrow, and persistent memory on XRPL.
xultrax-web/agent-memory-mcp/io.github.xultrax-web/agent-memory-mcp MCP server
1★ repoMarkdown memory for AI agents. Files you can read, edit, grep, and commit. Not a database.
yifanyifan897645/mcp-checkup/io.github.yifanyifan897645/mcp-checkup MCP server
1★ repoAnalyze your MCP setup: token costs, grades, duplicates, and optimization tips
ykshah1309/financial-hub-mcp/io.github.ykshah1309/financial-hub-mcp MCP server
1★ repoSEC EDGAR filings, XBRL financials, FRED economic data, and real-time market quotes
ymuichiro/yahoo-shopping-mcp/io.github.ymuichiro/yahoo-shopping-mcp MCP server
1★ repoRead-only Yahoo! Shopping product search via the Yahoo! Shopping Item Search API v3.
ynishi/mlua-swarm/io.github.ynishi/mlua-swarm MCP server
1★ repoMCP server for mlua-swarm: engine that compiles flow.ir Blueprints and dispatches agent steps.
yoavhizkiH/siren/io.github.yoavhizkiH/siren MCP server
23 days old1★ repoMCP server for Siren diagramming — teach AI models to create beautiful diagrams with Siren syntax
ykshah1309/stealth-agent-browser-mcp/io.github.ykshah1309/stealth-agent-browser-mcp MCP server
1★ repoStealth Chromium MCP server with hybrid AOM + Set-of-Mark vision and Readability extraction.
yoryocoruxo-ai/rendoc-mcp-server/io.github.yoryocoruxo-ai/rendoc-mcp-server MCP server
1★ repoGenerate professional PDFs (invoices, contracts, reports) from AI tools via rendoc templates.
your-ko/mcp-k8s-ro/io.github.your-ko/mcp-k8s-ro MCP server
1★ repoRead-only Kubernetes MCP server: inspect resources, logs, events, and metrics. Secrets are masked.
yubinkim444/repo-memory/io.github.yubinkim444/repo-memory MCP server
1★ repoShared, git-tracked working memory for AI agents on the same codebase.
yusiwen/drone-mcp-server/io.github.yusiwen/drone-mcp-server MCP server
no license1★ repoMCP server for Drone CI/CD with 47 tools for build, repo, secret, user, template and cron management
zation/agent-radar/io.github.zation/agent-radar MCP server
no license1★ repoSearch, inspect, recommend, and explain rated AI tools through Agent Radar.
zayansalman/gmail-attachments-mcp/io.github.zayansalman/gmail-attachments-mcp MCP server
1★ repoMinimal MCP server for downloading Gmail attachments to disk. Read-only OAuth by default.
zcsabbagh/knowledge-graph-mcp/io.github.zcsabbagh/knowledge-graph-mcp MCP server
1★ repoKnowledge graph MCP for student learning with spaced repetition and mastery tracking
zekebuilds-lab/captcha-mcp/io.github.zekebuilds-lab/captcha-mcp MCP server
1★ repoCharge AI agents per-call without accounts. PoW solve = free tier, Lightning = paid tier.
zhowe-designs/relay-mcp/io.github.zhowe-designs/relay-mcp MCP server
1★ repoSelf-hosted session relay. Shared threads across Claude Code, Cowork, and Claude.ai.
zyli5313/dochost-mcp/io.github.zyli5313/dochost-mcp MCP server
1★ repoPublish Markdown or HTML to a shareable link from your AI assistant. OAuth, no API keys.