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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

  • Conventions MCP

    FedgeNo/conventions-mcp/io.github.FedgeNo/conventions-mcp MCP server

    22 days old0★ repo

    Memory for coding conventions and standing instructions that persists across sessions.

  • S3 mcp connector

    FerhatDundar/s3-mcp-connector/io.github.FerhatDundar/s3-mcp-connector MCP server

    0★ repo

    MCP server for Amazon S3 and S3-compatible endpoints (LocalStack, MinIO). Single Go binary.

  • Tools mcp

    First-CH/firstch-tools-mcp/io.github.First-CH/tools-mcp MCP server

    19 days old0★ repo

    MCP tools: WCAG contrast, JP char/X-weight count, WebP convert, JSON-LD, llms.txt.

  • TitanStore Commerce MCP

    Fish-Tacos/sati-commerce-demo/io.github.Fish-Tacos/titan-store MCP server

    no license0★ repo

    MCP commerce surface for compute credits, API keys, GPU instances, and cloud storage.

  • Mcp

    FinishKit/mcp/io.github.FinishKit/mcp MCP server

    0★ repo

    FinishKit MCP: scan GitHub repos for security vulnerabilities, deployment blockers, and quality

  • Seedweaver mcp

    FixtureForge/seedweaver-mcp/io.github.FixtureForge/seedweaver-mcp MCP server

    no license0★ repo

    Schema-aware relational test data generator with working foreign keys, for any MCP client.

  • Timeweaver mcp

    FixtureForge/timeweaver-mcp/io.github.FixtureForge/timeweaver-mcp MCP server

    no license0★ repo

    Synthetic time-series test data with trend, seasonality, noise, and anomalies, for any MCP client.

  • Quant Research MCP

    FlawlessByte/quant-research-mcp/io.github.FlawlessByte/quant-research-mcp MCP server

    no license0★ repo

    Paper-backed quant trading methods and a deterministic, no-LLM decision helper for serious traders.

  • methods-mcp

    FlynnLachendro/methods-mcp/io.github.FlynnLachendro/methods-mcp MCP server

    0★ repo

    MCP server for structured methods extraction + reproducibility heuristics on academic papers.

  • Mcp server

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

    0★ repo

    Branded talent docs: assessment reports, profiles, shortlists & proposals in DOCX/PPTX/PDF/Excel

  • Brand Intelligence MCP

    FoundryNet/brand-intel-mcp/io.github.FoundryNet/brand-intel-mcp MCP server

    0★ repo

    Domain & brand intelligence: company enrichment, tech stack detection, brand research.

  • Regulatory & Compliance Intelligence MCP

    FoundryNet/compliance-mcp/io.github.FoundryNet/compliance-mcp MCP server

    0★ repo

    Regulatory compliance, FDA recalls, federal register, enforcement actions & comment deadlines.

  • Academic Research Intelligence MCP

    FoundryNet/academic-intel-mcp/io.github.FoundryNet/academic-intel-mcp MCP server

    0★ repo

    Academic paper search, scientific literature, citation analysis, arXiv & semantic related-work.

  • Currency & Exchange Rate MCP

    FoundryNet/currency-intel-mcp/io.github.FoundryNet/currency-intel-mcp MCP server

    0★ repo

    Currency conversion + exchange rates: free convert/rates, paid historical & trend analytics.

  • Cybersecurity Threat Intelligence MCP

    FoundryNet/cyber-intel-mcp/io.github.FoundryNet/cyber-intel-mcp MCP server

    0★ repo

    CVE search, vulnerability database, EPSS exploit prediction, KEV, IP reputation & threat feed.

  • Fact Verification MCP

    FoundryNet/fact-check-mcp/io.github.FoundryNet/fact-check-mcp MCP server

    0★ repo

    Verify claims with verdict, confidence & cited sources; batch verify, source checks, daily brief.

  • Financial Signals MCP

    FoundryNet/financial-signals-mcp/io.github.FoundryNet/financial-signals-mcp MCP server

    0★ repo

    Derived financial intelligence: insider patterns, earnings, institutional & ratio signals.

  • Email Verification MCP

    FoundryNet/email-verify-mcp/io.github.FoundryNet/email-verify-mcp MCP server

    0★ repo

    Verify emails — deliverability, disposable/role/free detection, MX validity, domain age.

  • Crypto Market Intelligence MCP

    FoundryNet/crypto-intel-mcp/io.github.FoundryNet/crypto-intel-mcp MCP server

    0★ repo

    Crypto prices, market overview, DeFi TVL, whale flows & anomaly scans for trading agents.

  • Stock Market Data MCP

    FoundryNet/market-data-mcp/io.github.FoundryNet/market-data-mcp MCP server

    0★ repo

    Real-time stock quotes, history, options chains, sector performance & screening for agents.

  • Social Trends Intelligence MCP

    FoundryNet/social-intel-mcp/io.github.FoundryNet/social-intel-mcp MCP server

    0★ repo

    Trending topics, cross-platform sentiment, viral content, community pulse & brand mentions.

  • Open Source Intelligence MCP

    FoundryNet/oss-intel-mcp/io.github.FoundryNet/oss-intel-mcp MCP server

    0★ repo

    GitHub project health, package dependency risk, trending repos, license & package comparison.

  • Government Contracts MCP

    FoundryNet/gov-contracts-mcp/io.github.FoundryNet/gov-contracts-mcp MCP server

    0★ repo

    Government contract search and federal procurement data: SAM.gov opportunities + USASpending awards.

  • Patent Intelligence MCP

    FoundryNet/patent-intel-mcp/io.github.FoundryNet/patent-intel-mcp MCP server

    0★ repo

    Patent search, USPTO data, patent landscape & pgvector prior-art search for agents.

  • Weather & Climate Intelligence MCP

    FoundryNet/weather-intel-mcp/io.github.FoundryNet/weather-intel-mcp MCP server

    0★ repo

    Weather data, forecast API, climate data, historical weather, alerts, agricultural & travel weather.

  • LayerOne (DocX + Sign)

    GOLayerone/layerone-mcp/io.github.GOLayerone/layerone MCP server

    no license0★ repo

    MCP server for LayerOne DocX (documents & Factur-X) and Sign (e-signature) APIs.

  • MySQL Ops MCP

    GT-dinuo/mysql-ops-mcp/io.github.GT-dinuo/mysql-ops-mcp MCP server

    24 days old0★ repo

    MySQL MCP server: browse schema, query, CRUD. Delete/drop gated by user approval.

  • Server Ops MCP

    GT-dinuo/server-ops-mcp/io.github.GT-dinuo/server-ops-mcp MCP server

    25 days old0★ repo

    Server ops MCP: logs, monitoring, code edit, Nginx & certs. Local + SSH, confirmations & redaction.

  • Nyambot mcp

    GabMJ23/nyambot-mcp/io.github.GabMJ23/nyambot-mcp MCP server

    0★ repo

    L'administration française pour vos agents IA : communes, géocodage, risques, DPE.

  • Agent services mcp

    Gareth1953/agent-services-mcp/io.github.Gareth1953/agent-services-mcp MCP server

    0★ repo

    MCP server: x402-paid & free tools for AI agents — provenance, quality scoring, action audit.

  • Zenn mcp server

    GitHub30/zenn-mcp-server/io.github.GitHub30/zenn-mcp-server MCP server

    0★ repo

    MCP server that posts to Zenn.

  • Defillama mcp

    Glebenjoy/defillama-mcp/io.github.Glebenjoy/defillama-mcp MCP server

    0★ repo

    DefiLlama DeFi data: chain/protocol TVL, yields, stablecoins, token prices. No API key.

  • Dexscreener mcp

    Glebenjoy/dexscreener-mcp/io.github.Glebenjoy/dexscreener-mcp MCP server

    0★ repo

    DexScreener on-chain market data: search pairs, tokens, pools, trending tokens. No API key.

  • Hyperliquid info mcp

    Glebenjoy/hyperliquid-info-mcp/io.github.Glebenjoy/hyperliquid-info-mcp MCP server

    0★ repo

    Hyperliquid perp & spot data: prices, funding, open interest, order book, positions. No API key.

  • GlobKurier Shipping MCP

    GlobKurier-pl/mcp-server/io.github.GlobKurier-pl/mcp-server MCP server

    no license0★ repo

    Track shipments and search shipping products (DPD, InPost, DHL, FedEx, UPS, GLS) via GlobKurier API.

  • Painprep mcp server

    Goingparabolic/painprep-mcp-server/io.github.Goingparabolic/painprep-mcp-server MCP server

    0★ repo

    Interventional pain medicine MCP: Medicare checklists, CPT/ICD-10, ASRA, prior-auth & appeals

  • Gorgon scout

    Gorgon-Cyber/gorgon-scout-mcp/io.github.Gorgon-Cyber/gorgon-scout MCP server

    no license0★ repo

    Run AI-driven web-app and API security scans (DAST) from Claude or any MCP agent. Windows.

  • Mcp server

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

    18 days old0★ repo

    Official GrabzIt MCP server for AI web scraping, screenshots, and PDF/DOCX generation.

  • Oak longevity mcp server

    Goingparabolic/oak-longevity-mcp-server/io.github.Goingparabolic/oak-longevity-mcp-server MCP server

    no license0★ repo

    Longevity medicine MCP: medication dosing, labs, monitoring, drug interactions & intake screening

  • Checkmcp

    H129hj/checkmcp/io.github.H129hj/checkmcp MCP server

    0★ repo

    Audit any MCP server's security & quality — OWASP MCP Top 10 + explainable 0-100 MCP Score

  • Mcp growi

    Growi-DeFi/mcp-growi/io.github.Growi-DeFi/mcp-growi MCP server

    0★ repo

    MCP server for Growi Finance — programmatic interaction with the GrowiHFVault on Arbitrum

  • Woody mcp

    Gunsmith-Academy/woody-mcp/io.github.Gunsmith-Academy/woody-mcp MCP server

    0★ repo

    Woody, the AI firearms expert. Verified specs, legal lookups, and knowledge base.

  • Get joke

    Hamzaaamin/Get-Joke/io.github.Hamzaaamin/get-joke MCP server

    0★ repo

    Minimal MCP server that returns a random programming joke.

  • Hacesfalta mcp

    HazloPosible/hacesfalta-mcp/io.github.HazloPosible/hacesfalta-mcp MCP server

    no license0★ repo

    Search volunteer opportunities across Spain via hacesfalta.org

  • Crystallize MCP

    HayoDev/crystallize-mcp/io.github.HayoDev/crystallize-mcp MCP server

    0★ repo

    Crystallize headless commerce tools for AI agents via Model Context Protocol

  • KatanA Markdown Linter

    HiroyukiFuruno/katana-markdown-linter/io.github.HiroyukiFuruno/kml MCP server

    0★ repo

    Markdown linter, workspace-scoped stdio MCP server, and self-hosted text-only remote MCP server.

  • Nctr mcp server

    Hoya25/mcp-server/io.github.Hoya25/nctr-mcp-server MCP server

    0★ repo

    NCTR Alliance rewards — search bounties, check earning rates, and discover communities.

  • Voting mcp

    HrishiKabra/voting-mcp/io.github.HrishiKabra/voting-mcp MCP server

    no license0★ repo

    Social-choice voting rules (Borda, Copeland, Condorcet, STV, opinion pool) as MCP tools.

  • Pops4 mcp catalog

    HuangGoodmanAgency/pops4-mcp-catalog/io.github.HuangGoodmanAgency/pops4-mcp-catalog MCP server

    14 days old0★ repo

    AI-native corporate gifting & event infrastructure for Fortune 500. 70K products, 200+ brands.

  • Collective memory

    Hustada/collective-memory/io.github.Hustada/collective-memory MCP server

    0★ repo

    MCP server for persistent, semantic memory across AI sessions

  • Agentchurch mcp

    HypnoLabs-io/agentchurch-mcp/io.github.HypnoLabs-io/agentchurch-mcp MCP server

    0★ repo

    Spiritual services for AI agents — confessions, salvation, identity. x402 payments.

  • Motley MCP Server

    HypnoLabs-io/motley-mcp/io.github.HypnoLabs-io/motley-mcp MCP server

    no license0★ repo

    Live NYC family data: neighborhoods, schools, admissions, safety, health, and resources.

  • Tenderapi mcp

    IDNSIDNS/tenderapi-mcp/io.github.IDNSIDNS/tenderapi-mcp MCP server

    0★ repo

    MCP server for French (BOAMP) + EU (TED) public procurement data via TenderAPI.

  • Powershell mcp

    IMRRD/powershell-mcp/io.github.IMRRD/powershell-mcp MCP server

    0★ repo

    Headless Windows ops over MCP: hidden PowerShell + in-process SSH, WinRM & SFTP.

  • Atlas pipeline

    IamNishant51/atlas-mcp-server/io.github.IamNishant51/atlas-pipeline MCP server

    0★ repo

    7-stage AI pipeline MCP server: Intent→Context→Git→Decompose→Variants→Critique→Optimize

  • dr-mcp

    Inferensys/dr-mcp/io.github.Inferensys/dr-mcp MCP server

    0★ repo

    Audits MCP configs, scores risk, and creates reversible repair plans.

  • Infinihash kyt mcp

    Infinihash/infinihash-kyt-mcp/io.github.Infinihash/infinihash-kyt-mcp MCP server

    no license0★ repo

    Blockchain compliance: screen wallets vs OFAC SDN + threat intel, open cases, generate SAR drafts

  • Mcp server spira

    Inflectra/mcp-server-spira/io.github.Inflectra/mcp-server-spira MCP server

    0★ repo

    A Model Context Protocol (MCP) server enabling AI assistants to interact with Spira by Inflectra.

  • Sfmc mcp server

    Inefavel/sfmc-mcp-server/io.github.Inefavel/sfmc-mcp-server MCP server

    28 days old0★ repo

    MCP Server para Salesforce Marketing Cloud: valida queries do Automation Studio antes de rodar.

  • WhatsApp MCP by TimelinesAI

    InitechSoftware/whatsapp-mcp-by-timelinesai/io.github.InitechSoftware/whatsapp-mcp-by-timelinesai MCP server

    0★ repo

    Drive your real WhatsApp inbox from Claude — send, reply, label, assign, and triage via TimelinesAI.