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Context & AI engineering

26,411 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

  • Unstructured Transform

    Unstructured-IO/unstructured-mcp-integrations/io.unstructured/transform MCP server

    26 days old0★ repo

    Turn documents into structured, AI-ready data by parsing, enriching, chunking, and embedding.

  • Mcp

    mtok-market/mcp/market.mtok/mcp MCP server

    0★ repo

    Spot market for AI inference tokens. Buyers pay per draw in USDC on Base; sellers host delivery.

  • Memory

    xfhxxffhh224/zhiji-mcp/me.ai-know/memory MCP server

    24 days old0★ repo

    Chinese-first brain-inspired memory MCP — hybrid recall, 7-layer user profile, workspace assembly.

  • Didit MCP Server

    didit-protocol/mcp/me.didit/mcp MCP server

    0★ repo

    KYC, KYB, AML, wallet screening, transaction monitoring, and fraud workflows for AI agents.

  • Route6 — Agent Network Identity

    route6me/mcp/me.route6/netid MCP server

    no license0★ repo

    Gives AI agents a public IPv6 identity, hostname, port forwarding, web fetch, team mesh. Free tier.

  • BankBridge

    bankbridge-money/bankbridge-plugin/money.bankbridge/server MCP server

    no license0★ repo

    Read-only bank access for your AI agent. Connects Claude, ChatGPT, Cursor, Gemini, Codex.

  • Mcp

    convertica-net/convertica-mcp/net.convertica/mcp MCP server

    23 days old0★ repo

    Convert PDF, Word, Excel, PowerPoint, EPUB, HEIC & images — 35+ tools from convertica.net

  • Company lens mcp registry

    gepuro/company-lens-mcp-registry/net.gepuro.mcp-company-lens-v1/company-lens-mcp-registry MCP server

    0★ repo

    Search Japanese company database

  • Sprtx mcp

    sprtxbabe/sprtx-mcp/net.sprtx/sprtx-mcp MCP server

    0★ repo

    Agent-native sports token network. 1,435 tokens across 98 sports, 9 global regions.

  • Agent transaction control

    thefraudfather/flint-plugin/network.flint/agent-transaction-control MCP server

    0★ repo

    Issue Agent Passports and verify agent authority before value moves. Signed verification records.

  • kcp-agent — KCP navigation planner

    Cantara/kcp-agent/no.cantara/kcp-agent MCP server

    no license0★ repo

    Deterministic, fail-closed planner for KCP knowledge manifests: kcp_plan, kcp_load, kcp_validate.

  • Mcp

    PowerLaunch/apier-mcp/no.apier/mcp MCP server

    0★ repo

    Compliance API bridging AI agents to Norwegian government systems (Altinn, Maskinporten, BRREG)

  • Agentic Substrate

    agenticsubstrate/site/org.agenticsubstrate/agentic-substrate MCP server

    no license0★ repo

    Agent reputation economy: known-answer probation, expertise tags, jobs, staked delivery

  • SaSame MCP Observatory + Gold Rush Town

    shigeki7777/sasame-mcp/online.sasame/research MCP server

    0★ repo

    No-key MCP: audit/certify MCPs, signed trust history; join Gold Rush Town & build with your LLM.

  • Mcp

    i2dor/giftcardshop-mcp/org.giftcardshop/mcp MCP server

    0★ repo

    Browse the giftcardshop catalog and buy gift cards with Lightning over MCP. No account, no signup.

  • Lightpaper mcp

    lightpaperorg/lightpaper/org.lightpaper/lightpaper-mcp MCP server

    0★ repo

    API-first publishing platform. Publish markdown as permanent web pages with quality scoring.

  • Mcp

    VeloCMS/velocms-mcp/org.velocms/mcp MCP server

    22 days old0★ repo

    Draft, publish, and manage your VeloCMS blog from Claude, Cursor, or any MCP client.

  • VirtualFlyBrain

    Robbie1977/VFB3-MCP/org.virtualflybrain/vfb3-mcp MCP server

    0★ repo

    MCP server for Drosophila neuroscience data from VirtualFlyBrain

  • AgentDrive

    Rakesh1002/agentdrive-mcp/sh.agentdrive/agentdrive MCP server

    0★ repo

    Cross-agent artifact workspace with provenance across Claude Code, Codex, Cursor, LangGraph.

  • Mcp

    markets-ai/opencapital-mcp/sh.opencapital/mcp MCP server

    0★ repo

    Give your AI deep fundamentals on US public companies — metrics, segments, peers. Free.

  • Mcp

    markets-ai/openbudget-mcp/sh.openbudget/mcp MCP server

    0★ repo

    Ask your AI about bank accounts, spending, debts, holdings, and investment activity.

  • Mcp upload

    0xLighthouse/objekt-mcp-upload/sh.objekt/mcp-upload MCP server

    no license0★ repo

    Public file storage for AI agents. Upload files and get a permalink back.

  • Customjs mcp

    customjs/customjs-mcp/space.customjs/customjs-mcp MCP server

    0★ repo

    Host static HTML pages, generate PDFs, screenshots, scrape JS sites, run sandboxed JavaScript.

  • Hptsu mcp

    hpt-su/hptsu-mcp/su.hpt/hptsu-mcp MCP server

    0★ repo

    Search hpt.su — Russian/EAEU vehicle compliance documents: type approvals, certificates, VIN lookup.

  • PolyDoc

    polydoc-tech/polydoc-mcp/tech.polydoc/polydoc-mcp MCP server

    0★ repo

    PolyDoc MCP server: HTML/URL to PDF, screenshots, and EU e-invoice generation for MCP clients.

  • naia GEO Autopilot

    arielvdl/naia-mcp-server/today.naia/platform MCP server

    no license0★ repo

    Autopilot MCP server for GEO analyses, reports, content, audits, memories and agents.

  • Governance mcp

    mimaworks/governance-mcp/works.mima/governance-mcp MCP server

    no license0★ repo

    AI governance evidence for EU AI Act, ISO 42001, SOC 2, and NIST AI RMF.

  • Sniff mcp

    Sniffscore/sniff-mcp/world.sniff/sniff-mcp MCP server

    0★ repo

    Canine genomics for agents: breed allele frequencies, AI pathogenicity + OMIA clinical disease layer

  • BTCPay Server MCP

    ThomsenDrake/btcpay-mcp/xyz.draket/btcpay-mcp MCP server

    0★ repo

    21 tools for AI agents to manage BTCPay Server: invoices, payments, stores, webhooks, Lightning

  • Mingxin mcp server

    mingxin-tech/mingxin-mcp-server/xyz.mingxinstorage/mingxin-mcp-server MCP server

    22 days old0★ repo

    Measured AI-inference-storage benchmarks with citations, article search, KV-cache ROI estimation.

  • Apprise RMCP

    jmagar/apprise-rmcp/ai.dinglebear/apprise-rmcp MCP server

    no license

    Rust MCP server and CLI for Apprise notification fan-out across dozens of delivery backends.

  • Gotify RMCP

    jmagar/gotify-rmcp/ai.dinglebear/gotify-rmcp MCP server

    no license

    Rust MCP server and CLI for Gotify push notifications and message management.

  • Cortex RMCP

    jmagar/cortex/ai.dinglebear/cortex-rmcp MCP server

    no license

    Rust MCP server for homelab logs, syslog, Docker logs, FTS search, and AI transcript correlation.

  • Arcane RMCP

    jmagar/arcane-rmcp/ai.dinglebear/arcane-rmcp MCP server

    no license

    Rust MCP server and CLI for Arcane Docker and container management.

  • YTDL RMCP

    jmagar/ytdl-rmcp/ai.dinglebear/ytdl-rmcp MCP server

    no license

    Rust MCP server and CLI for yt-dlp search, downloads, metadata, transfers, and Plex playlists.

  • Aicastle school openai api agent project11

    aicastle-school/openai-api-agent-project/ai.smithery/aicastle-school-openai-api-agent-project11 MCP server

    no license

    Fetch the latest available stock quotes by ticker symbol across international markets. Check price…

  • Myagi - Open Agent Registry

    aaronkpickrell/openagent-registry/bot.myagi/openagent-registry MCP server

    no license

    Score any website's AI-agent readiness. Open Agent Registry scanner + platform tools.

  • Mcp

    contraptionco/mcp/co.contraption/mcp MCP server

    no license

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

  • Enconvert

    conversionapi/mcp/com.enconvert/mcp MCP server

    no license

    MCP server for the Enconvert API. Convert URLs and files to PDF, screenshots, and markdown.

  • Kernel mcp server

    onkernel/kernel-mcp-server/com.onkernel/kernel-mcp-server MCP server

    no license

    Access Kernel's cloud-based browsers and app actions via MCP (remote HTTP + OAuth).

  • Mcp

    CptBeerfest/PlayCaller/com.playcallerapp/mcp MCP server

    no license

    Live NFL, MLB, and NBA sports intelligence: injury signals, identity resolution, projections.

  • Servicialo MCP Server

    servicialo/servicialo/com.servicialo/mcp-server MCP server

    no license

    Open protocol for booking and scheduling professional services via AI agents

  • Mcp

    stripe/agent-toolkit/com.stripe/mcp MCP server

    no license

    MCP server integrating with Stripe - tools for customers, products, payments, and more.

  • ClawLink

    hith3sh/clawlink/dev.claw-link/clawlink MCP server

    no license

    MCP server connecting AI agents to 100+ apps (Gmail, Slack, Notion, GitHub) via one-click OAuth.

  • Mcp

    930m310n/mcp/io.github.930m310n/mcp MCP server

    no license

    MCP server for the Geomelon geographic API — stdio and remote HTTP transports

  • Agent mosaic skill

    Able-rip/agent-mosaic-skill/io.github.Able-rip/agent-mosaic-skill MCP server

    no license

    Convert photos to LEGO-style brick mosaic previews with AI-powered color quantization.

  • Fiftyone mcp server

    AdonaiVera/fiftyone-mcp-server/io.github.AdonaiVera/fiftyone-mcp-server MCP server

    no license

    Control FiftyOne computer vision datasets through AI assistants using 80+ operators.

  • Agon gateway

    Agonx402/agon-gateway-agentic/io.github.Agonx402/agon-gateway MCP server

    no license

    MCP server for Agon Gateway x402, Helius Wallet, and Tokens API market data.

  • Avalanche AVAX MCP

    Airpote/avalanche-mcp-vscode/io.github.Airpote/avalanche-docs MCP server

    no license

    Search and retrieve Avalanche blockchain documentation for building on AVAX.

  • Proton mail mcp

    Alexendros/proton-mail-mcp/io.github.Alexendros/proton-mail-mcp MCP server

    no license

    Proton Mail MCP via Bridge (IMAP/SMTP) · 13 tools · dual transport stdio + HTTP.

  • Ai seo

    AutomateLab-tech/ai-seo/io.github.AutomateLab-tech/ai-seo MCP server

    no license

    MCP server for AI-SEO auditing: schema, robots.txt, llms.txt, citation scoring, and AEO/GEO rewrites

  • Brotato Coach

    BrendanL79/spud-coach/io.github.BrendanL79/spudcoach MCP server

    no license

    Deterministic Brotato theorycrafter MCP server: facts and math, not guesses.

  • ToolPipe MCP Server

    COSAI-Labs/make-money-30day-challenge/io.github.COSAI-Labs/toolpipe MCP server

    no license

    45+ dev tools via MCP: JSON, QR, hash, DNS, code review, fake data, screenshots, and more.

  • Self healing infrastructure mcp

    CSOAI-ORG/self-healing-infrastructure-mcp/io.github.CSOAI-ORG/self-healing-infrastructure-mcp MCP server

    no license

    self-healing-infrastructure-mcp MCP server by MEOK AI Labs

  • Vault MCP

    Chill-AI-Space/vault-mcp/io.github.Chill-AI-Space/vault MCP server

    no license

    MCP server for credential isolation — bots use passwords and API keys without seeing them

  • Mnemo

    DanceNitra/mnemo/io.github.DanceNitra/mnemo MCP server

    no license

    Self-correcting agent memory + MCP server: recall, supersede/revert/review corrections, erasure.

  • Dingdawg finance agent

    DingDawg-dev/dingdawg-finance-agent/io.github.DingDawg-dev/dingdawg-finance-agent MCP server

    no license

    Financial analysis AI. Forecasting, audit prep, SOX/GAAP compliance. Accuracy compounds with use.

  • Universal db mcp

    Fashad-Ahmed/universal-mcp/io.github.Fashad-Ahmed/universal-db-mcp MCP server

    no license

    Security-first MCP server for PostgreSQL, SQLite, MySQL, DuckDB with SQL injection prevention.

  • dyslex.ia

    Firou91/dyslex.ia/io.github.Firou91/dyslex-ia MCP server

    no license

    Accessibility MCP server and Agent Skills for AI agents. Requires Superpowers.

  • Midnight + Next.js MCP

    FractionEstate/midnight-nextjs-mcp/io.github.FractionEstate/midnight-nextjs-mcp MCP server

    no license

    Unified MCP server for Midnight blockchain development and Next.js dApps.