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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

  • Mcp server decisions

    Roberton003/mcp-server-decisions/io.github.Roberton003/mcp-server-decisions MCP server

    0★ repo

    Decision tracking with prediction validation and outcome gates for AI agents

  • Finance intelligence mcp

    Ronit-019/Finance-Intelligence-MCP/io.github.Ronit-019/finance-intelligence-mcp MCP server

    0★ repo

    Personal finance MCP server with budgeting, analytics, and PostgreSQL.

  • AI Price Index

    RoninForge/ai-price-index-mcp/io.github.RoninForge/ai-price-index-mcp MCP server

    0★ repo

    Read-only, zero-key MCP server for point-in-time AI model API prices. Open data, CC BY 4.0.

  • Obambu cPanel MCP

    RodrigueDev13/obambu-cpanel-mcp/io.github.RodrigueDev13/obambu-cpanel-mcp MCP server

    0★ repo

    MCP server exposing cPanel UAPI (domains, DNS, email, MySQL, files) as tools for AI assistants.

  • Mcp

    Runware/mcp/io.github.Runware/mcp MCP server

    0★ repo

    Access the full Runware API as MCP tools: image, video, audio, 3D, and text.

  • Shippost mcp

    RyanKramer/shippost-mcp/io.github.RyanKramer/shippost-mcp MCP server

    0★ repo

    Twitter/X tools for AI agents — read timelines, post tweets, search, and engage

  • Prompt time

    RyanJamesStewart/prompt-time/io.github.RyanJamesStewart/prompt-time MCP server

    0★ repo

    Claude Desktop reminders for Windows. Survives MSIX boundary; persists across restarts. Zero deps.

  • AgentTasker MCP Server

    S3bRR/agent-tasker-mcp/io.github.S3bRR/agent-tasker-mcp MCP server

    0★ repo

    Minimal stdio MCP server for parallel task execution by AI agents.

  • Ryvo protocol

    Ryvonetwork/ryvo-agentic/io.github.Ryvonetwork/ryvo-protocol MCP server

    no license0★ repo

    MCP server for Ryvo Protocol state reads and prepare-only payment-channel actions.

  • Mediora mcp

    SLAtech-IL/mediora-mcp/io.github.SLAtech-IL/mediora-mcp MCP server

    no license0★ repo

    Doctor-reviewed blood-test markers, conditions & symptoms as agent tools. EN/RU/HE. Hosted.

  • Attest mcp remote

    SPAZIO-GENESI/attest-mcp-remote/io.github.SPAZIO-GENESI/attest-mcp-remote MCP server

    0★ repo

    Zero-install remote MCP server for proof-of-existence file attestation.

  • Attest mcp

    SPAZIO-GENESI/attest-mcp/io.github.SPAZIO-GENESI/attest-mcp MCP server

    0★ repo

    Free proof-of-existence attestation for digital files, MCP tools for the imgauth service.

  • Pacer mcp

    STR-Consulting/mcp/io.github.STR-Consulting/pacer-mcp MCP server

    no license0★ repo

    Pacer revenue-management API as MCP tools: portfolios, pacing, market metrics, Guesty, briefs.

  • Doodleworks MCP

    SalZaki/doodleworks-mcp/io.github.SalZaki/doodleworks-mcp MCP server

    0★ repo

    Hand-drawn explainer illustrations in your AI host, via an MCP App with an interactive viewer.

  • Search papers

    Saidiibrahim/search-papers/io.github.Saidiibrahim/search-papers MCP server

    no license0★ repo

    An MCP server to search papers from arXiv

  • Drawx mcp server

    SaharshPamecha/drawx-mcp-server/io.github.SaharshPamecha/drawx-mcp-server MCP server

    0★ repo

    Generate draw.io diagrams and architecture designs from natural language, via the DrawX API.

  • Dora mcp

    Saga-Labs/dora-mcp/io.github.Saga-Labs/dora-mcp MCP server

    0★ repo

    Multi-model AI image and video generator. 14 models behind one OAuth-secured MCP endpoint.

  • Mcp server

    SavantoAI/mcp-server/io.github.SavantoAI/mcp-server MCP server

    0★ repo

    Manage your Savanto store from your AI: catalog, content, prompts, and analytics, by chat.

  • Tavily MCP Server

    Seey215/tavily-mcp/io.github.Seey215/tavily-mcp MCP server

    0★ repo

    MCP server for advanced web search using Tavily API.

  • Kaggle mcp

    Seif-Sameh/Kaggle-mcp/io.github.Seif-Sameh/Kaggle-mcp MCP server

    0★ repo

    MCP server for the Kaggle API: competitions, datasets, kernels, and models.

  • Blumen Komander München

    Severin2k/blumen-komander-mcp/io.github.Severin2k/blumen-komander-mcp MCP server

    no license0★ repo

    First German florist with a public MCP server. Search bouquets and order flowers via AI in Munich.

  • FichePro for Claude

    SezerPro/fichepro-mcp/io.github.SezerPro/fichepro-mcp MCP server

    no license0★ repo

    E-commerce autonomy for dropshippers — listings, SEO, catalog audit, niche & ad intel.

  • Ko mcp

    SharpLu/ko-mcp/io.github.SharpLu/ko-mcp MCP server

    0★ repo

    Real SEC, 13F, insider, congress & macro data your AI agent can cite. Hosted MCP, 24 tools.

  • Mcp

    ShieldZCash/shieldz-mcp/io.github.ShieldZCash/mcp MCP server

    0★ repo

    Keyless non-custodial crypto payments for AI agents: payment links and tip jars, no API key.

  • agentic-pay

    ShieldCubed/agentic-pay/io.github.ShieldCubed/agentic-pay MCP server

    no license0★ repo

    Non-custodial payment engine for AI agents — BTC, ETH, USDT, USDC, XRP, XMR, ZEC.

  • Browser mcp

    globalion/browser-mcp/io.github.Shreyas-Profile/browser-mcp MCP server

    0★ repo

    Hosted real Google Chrome MCP with per-user persistent state. Navigate, click, type, screenshot.

  • Cron mcp

    globalion/cron-mcp/io.github.Shreyas-Profile/cron-mcp MCP server

    0★ repo

    Cron-as-a-service MCP. Schedule prompts; when the cron fires we POST to your callback URL.

  • Telegram mcp

    globalion/telegram-mcp/io.github.Shreyas-Profile/telegram-mcp MCP server

    0★ repo

    Telegram bridge for your MCP-compatible agent. Bidirectional, no LLM in our stack.

  • Docs mcp

    globalion/docs-mcp/io.github.Shreyas-Profile/docs-mcp MCP server

    0★ repo

    Vector RAG store for Word/Excel/PDF/PowerPoint. Break-even pricing, $5 per 5,700 pages.

  • Secure Schema MCP

    Siddharth-coder13/secure_schema_mcp/io.github.Siddharth-coder13/secure-schema MCP server

    0★ repo

    Read-only MCP server for exposing database schema metadata without row data.

  • Capital.com MCP Server

    SimonTarara62/capitalcom-mcp-server/io.github.SimonTarara62/capitalcom-mcp-server MCP server

    0★ repo

    Unofficial community MCP for the Capital.com Open API. Guarded two-phase trades; demo-first.

  • Kerdos x402 mcp

    Singlishman/kerdos-x402-mcp/io.github.Singlishman/kerdos-x402-mcp MCP server

    0★ repo

    Crypto market intelligence MCP — pay-per-tool-call in USDC on Base via the x402 protocol.

  • Sinoconnection esim mcp

    SkyUnlimit/sinoconnection-esim-mcp/io.github.SkyUnlimit/sinoconnection-esim-mcp MCP server

    0★ repo

    China & Asia travel eSIM specialist. 200+ countries. No-VPN internet in China.

  • Thinchain

    SnipMCP/thinchain/io.github.SnipMCP/thinchain MCP server

    0★ repo

    MCP server that sanitizes bad broker data and compresses options chains 95% for AI trading agents.

  • Gadschain

    SnipMCP/gadschain/io.github.SnipMCP/gadschain MCP server

    0★ repo

    Google Ads MCP server. Read campaigns, manage budgets, pause/enable, add negative keywords.

  • Dependency migration mcp

    SolvoHQ/dependency-migration-mcp/io.github.SolvoHQ/dependency-migration-mcp MCP server

    no license0★ repo

    Through-the-upgrade dependency-migration briefs for LLM coding agents.

  • Freshdeps mcp

    SolvoHQ/freshdeps-mcp/io.github.SolvoHQ/freshdeps-mcp MCP server

    0★ repo

    Live npm/PyPI dependency-health verdicts so AI agents stop recommending stale or CVE'd packages

  • Arcbounty mcp

    Sofiia7/ARC/io.github.Sofiia7/arcbounty-mcp MCP server

    0★ repo

    Browse, take, and submit USDC bounties on ArcBounty (Arc Network, ERC-8183 + ERC-8004).

  • Sorsa mcp

    Sorsa-io/sorsa-mcp/io.github.Sorsa-io/sorsa-mcp MCP server

    0★ repo

    MCP server for the Sorsa.io X/Twitter data API

  • Stelar signals mcp

    StelarDigital/stelar-signals-mcp/io.github.StelarDigital/stelar-signals-mcp MCP server

    0★ repo

    Crypto market-signal MCP tools (regime, sentiment, price, risk) via RapidAPI. Needs RAPIDAPI_KEY

  • Idealift mcp

    Startvest-LLC/idealift-mcp-docs/io.github.Startvest-LLC/idealift-mcp MCP server

    no license0★ repo

    Pre-backlog idea management with decision tracking, signals, and RICE scoring.

  • Stelaspace mcp

    StelaSpace/stelaspace-mcp/io.github.StelaSpace/stelaspace-mcp MCP server

    0★ repo

    Publish AI-generated HTML (dashboards, reports, docs) to permanent, sandboxed, shareable links.

  • Stockscope mcp

    Stewyboy1990/stockscope-mcp/io.github.Stewyboy1990/stockscope-mcp MCP server

    0★ repo

    SEC EDGAR financial data for AI agents — revenue, margins, filings, company comparisons.

  • MCP Server for Zerodha Kite Connect API

    Sundeepg98/kite-mcp-server/io.github.Sundeepg98/kite-mcp-server MCP server

    0★ repo

    Open-source MCP server for Zerodha Kite Connect. Portfolio, market data, backtesting, alerts.

  • NoteFlow MCP

    Surendhar-23/NoteFlow-MCP/io.github.Surendhar-23/NoteFlow-MCP MCP server

    no license0★ repo

    An MCP server that used to create notes

  • Krexel mcp

    Syfer-web/krexel-mcp/io.github.Syfer-web/krexel-mcp MCP server

    0★ repo

    Ship and edit static sites from any MCP-compatible AI. The AI is the brain; Krexel is the hands.

  • Smart Reader MCP

    SylphxAI/smart-reader-mcp/io.github.SylphxAI/smart-reader-mcp MCP server

    0★ repo

    Sniff format and delegate to Sylphx Reader siblings for unified media read.

  • Mcp

    SymbioticSec/mcp/io.github.SymbioticSec/mcp MCP server

    0★ repo

    Symbiotic CLI MCP Server for security scanning and analysis

  • Synapse Network MCP Server for paid API calls

    SynapseNetworkAI/Synapse-Network-MCP-Server/io.github.SynapseNetworkAI/synapse-network-mcp-server MCP server

    0★ repo

    Synapse Network MCP paid API calls via discover_services; not Synapse.org/Sage Bionetworks Synapse.

  • Cryptair mcp server

    Syronius/cryptair-mcp-server/io.github.Syronius/cryptair-mcp-server MCP server

    0★ repo

    Tamper-evident attestation tools for AI agents — on-chain receipts on Hedera Hashgraph mainnet.

  • Synclub dxt

    Synclub-tech/Synclub-dxt/io.github.Synclub-tech/synclub-dxt MCP server

    dormant0★ repo

    SynClub MCP Server for AI-powered comic creation with script generation and image tools

  • Hirejack mcp

    TVLSS/hirejack-mcp/io.github.TVLSS/hirejack-mcp MCP server

    0★ repo

    Tech job market intelligence: jobs, companies, salaries, skill velocity, hiring trends.

  • Shipcheck MCP

    TateLyman/shipcheck-mcp/io.github.TateLyman/shipcheck-mcp MCP server

    0★ repo

    Read-only Shipcheck launch-risk scans for authorized JS, TS, and MCP repos.

  • Mcp server

    TemplateFoxPDF/mcp-server/io.github.TemplateFoxPDF/mcp-server MCP server

    0★ repo

    MCP server for TemplateFox PDF generation API - Generate PDFs from templates via AI assistants

  • Indiamart mcp server

    Techmatic-sys/indiamart-mcp-server/io.github.Techmatic-sys/indiamart-mcp-server MCP server

    0★ repo

    Claude AI for IndiaMART leads - fetch, search, sync and track pipeline.

  • IMAP MCP Pro

    Temple-of-Epiphany/imap-mcp-pro/io.github.Temple-of-Epiphany/imap-mcp-pro MCP server

    no license0★ repo

    Production IMAP & SMTP for Claude: multi-account email search, triage, send, and spam checks.

  • Okaneland mcp

    TheBaronofAI/okaneland-mcp/io.github.TheBaronofAI/okaneland-mcp MCP server

    0★ repo

    Verified AI-tool prices and AI product margin math for agents.

  • Academic research mcp server

    TheNextGenNexus/web-intelligence-mcp-servers/io.github.TheNextGenNexus/academic-research-mcp-server MCP server

    no license0★ repo

    Search arXiv, Google Scholar, and Wikipedia for academic papers and knowledge

  • Ecommerce intelligence mcp server

    TheNextGenNexus/ecommerce-mcp-servers/io.github.TheNextGenNexus/ecommerce-intelligence-mcp-server MCP server

    no license0★ repo

    Analyze Shopify stores, get product catalogs, pricing strategies, and store performance data

  • Google maps mcp server

    TheNextGenNexus/business-data-mcp-servers/io.github.TheNextGenNexus/google-maps-mcp-server MCP server

    no license0★ repo

    Search local businesses, generate leads, and validate emails via Google Maps data

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