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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

  • Skylight mcp

    chrischall/skylight-mcp/io.github.chrischall/skylight-mcp MCP server

    2★ repo

    Skylight Calendar for Claude — family events, chores, and rewards.

  • Argus Testing — Autonomous QA MCP

    chriswu727/argus/io.github.chriswu727/argus MCP server

    2★ repo

    Autonomous QA MCP for web and macOS that tests like a real engineer, finds bugs, and verifies them.

  • Clappia mcp

    clappia-dev/clappia-mcp/io.github.clappia-dev/clappia-mcp MCP server

    no license2★ repo

    An MCP server that provides Clappia workspace, forms, workflows, submissions, and analytics

  • Mcp server

    clicks-protocol/clicks-protocol/io.github.clicksprotocol/mcp-server MCP server

    2★ repo

    Agent commerce settlement tools on Base: treasury setup, payment splits, yield and attribution.

  • Uptimebolt mcp server

    clm-cloud-solutions/uptimebolt-mcp-server/io.github.clm-cloud-solutions/uptimebolt-mcp-server MCP server

    2★ repo

    AI-powered infrastructure monitoring — health, incidents, predictions, RCA, deploy safety

  • Mcp facturacion electronica es

    cmendezs/mcp-facturacion-electronica-es/io.github.cmendezs/mcp-facturacion-electronica-es MCP server

    2★ repo

    Spanish e-invoicing MCP server: VERI*FACTU, Facturae/FACe, SII, Crea y Crece B2B.

  • Mcp ksef pl

    cmendezs/mcp-ksef-pl/io.github.cmendezs/mcp-ksef-pl MCP server

    2★ repo

    Polish e-invoicing MCP: KSeF API v2, FA(3)/FA(2) XML, Peppol BIS 3.0, NIP/REGON validation.

  • Coinrule MCP

    coinrule-com/coinrule-mcp/io.github.coinrule-com/coinrule-mcp MCP server

    2★ repo

    Trade, monitor portfolios, and build Coinrule strategies by chat.

  • Colabfit mcp

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

    no license2★ repo

    An MCP server that provides access to the ColabFit database

  • Argus decision mcp

    commet/argus/io.github.commet/argus-decision-mcp MCP server

    no license2★ repo

    Preserve a user-authorized judgment and append later answers. No model verdict or human score.

  • Openarchieven mcp server

    coret/openarchieven-mcp-server/io.github.coret/openarchieven-mcp-server MCP server

    no license2★ repo

    MCP server for the Open Archives genealogical search engine.

  • MCP Slack

    crunchtools/mcp-slack/io.github.crunchtools/slack MCP server

    2★ repo

    Secure read-only MCP server for Slack workspaces

  • Wordpress mcp

    cvrt-jh/wordpress-mcp/io.github.cvrt-jh/wordpress-mcp MCP server

    2★ repo

    Lightweight WordPress MCP server - 42 tools, token-optimized (95% smaller responses)

  • Aviation weather mcp server

    cyanheads/aviation-weather-mcp-server/io.github.cyanheads/aviation-weather-mcp-server MCP server

    2★ repo

    Fetch METARs, TAFs, PIREPs, and SIGMETs/AIRMETs from the NWS Aviation Weather Center.

  • Census mcp server

    cyanheads/census-mcp-server/io.github.cyanheads/census-mcp-server MCP server

    2★ repo

    Query U.S. Census Bureau data, variables, and geography via MCP.

  • Courtlistener mcp server

    cyanheads/courtlistener-mcp-server/io.github.cyanheads/courtlistener-mcp-server MCP server

    2★ repo

    Search US court opinions, federal dockets, judges, citations, and oral arguments via CourtListener.

  • Eia mcp server

    cyanheads/eia-mcp-server/io.github.cyanheads/eia-mcp-server MCP server

    no license2★ repo

    Browse and query the EIA API v2 — electricity, petroleum, natural gas, coal, forecasts via MCP.

  • Ensembl mcp server

    cyanheads/ensembl-mcp-server/io.github.cyanheads/ensembl-mcp-server MCP server

    2★ repo

    Look up genes, fetch sequences, predict variant consequences, find orthologs and xrefs via Ensembl.

  • Eia energy mcp server

    cyanheads/eia-energy-mcp-server/io.github.cyanheads/eia-energy-mcp-server MCP server

    no license2★ repo

    Browse and query the EIA API v2 — electricity, petroleum, natural gas, coal, forecasts via MCP.

  • Guardian mcp server

    cyanheads/guardian-mcp-server/io.github.cyanheads/guardian-mcp-server MCP server

    2★ repo

    Guardian Open Platform — search and retrieve full article text from The Guardian archive.

  • Gutenberg mcp server

    cyanheads/gutenberg-mcp-server/io.github.cyanheads/gutenberg-mcp-server MCP server

    2★ repo

    MCP server for Project Gutenberg — 75,000+ public-domain ebooks with full plain-text retrieval.

  • Medical codes mcp server

    cyanheads/medical-codes-mcp-server/io.github.cyanheads/medical-codes-mcp-server MCP server

    2★ repo

    Offline US medical code lookup and crosswalk — ICD-10-CM/PCS, HCPCS Level II, RxNorm. Keyless.

  • Noaa cdo mcp server

    cyanheads/noaa-cdo-mcp-server/io.github.cyanheads/noaa-cdo-mcp-server MCP server

    2★ repo

    Search NOAA CDO stations and datasets, fetch historical weather observations.

  • Noaa climate mcp server

    cyanheads/noaa-climate-mcp-server/io.github.cyanheads/noaa-climate-mcp-server MCP server

    2★ repo

    Search NOAA climate stations and datasets, fetch historical weather observations.

  • Nonprofit explorer mcp server

    cyanheads/nonprofit-explorer-mcp-server/io.github.cyanheads/nonprofit-explorer-mcp-server MCP server

    2★ repo

    MCP server for nonprofit financials via ProPublica — IRS Form 990 data for 1.8M+ nonprofits.

  • Open meteo mcp server

    cyanheads/open-meteo-mcp-server/io.github.cyanheads/open-meteo-mcp-server MCP server

    2★ repo

    Global weather via Open-Meteo: forecast, ERA5 archive, marine, air quality, geocoding, elevation.

  • Openaq mcp server

    cyanheads/openaq-mcp-server/io.github.cyanheads/openaq-mcp-server MCP server

    2★ repo

    Find air-quality stations and read pollutant observations from government monitors via OpenAQ v3.

  • Openfec mcp server

    cyanheads/openfec-mcp-server/io.github.cyanheads/openfec-mcp-server MCP server

    2★ repo

    Access FEC campaign finance data. Query data about candidates, money trails, and election filings.

  • Openlibrary mcp server

    cyanheads/openlibrary-mcp-server/io.github.cyanheads/openlibrary-mcp-server MCP server

    2★ repo

    Search books and authors, fetch editions, browse subjects, and resolve cover images.

  • Orcid mcp server

    cyanheads/orcid-mcp-server/io.github.cyanheads/orcid-mcp-server MCP server

    2★ repo

    Researcher profiles, works, affiliations, funding, and peer reviews from the ORCID registry.

  • Paleobiology mcp server

    cyanheads/paleobiology-mcp-server/io.github.cyanheads/paleobiology-mcp-server MCP server

    2★ repo

    Search fossil occurrences, taxon ranges, diversity through deep time, and the geologic time scale.

  • Ris austria mcp server

    cyanheads/ris-austria-mcp-server/io.github.cyanheads/ris-austria-mcp-server MCP server

    2★ repo

    Search Austrian federal and state law, court decisions, and the authentic Bundesgesetzblatt (RIS).

  • Socrata mcp server

    cyanheads/socrata-mcp-server/io.github.cyanheads/socrata-mcp-server MCP server

    2★ repo

    Search and query government open-data portals (Socrata SODA API).

  • Treasury fiscaldata mcp server

    cyanheads/treasury-fiscaldata-mcp-server/io.github.cyanheads/treasury-fiscaldata-mcp-server MCP server

    2★ repo

    MCP server for US Treasury Fiscal Data — debt, interest rates, exchange rates, and spending.

  • Un comtrade mcp server

    cyanheads/un-comtrade-mcp-server/io.github.cyanheads/un-comtrade-mcp-server MCP server

    no license2★ repo

    UN Comtrade international trade statistics via MCP. Country/HS lookups, flows, balances, rankings.

  • Usaspending mcp server

    cyanheads/usaspending-mcp-server/io.github.cyanheads/usaspending-mcp-server MCP server

    2★ repo

    Access US federal award, recipient, agency, and spending analytics data from USAspending.gov.

  • Mcp sigrok

    daedalus/mcp-sigrok/io.github.daedalus/mcp-sigrok MCP server

    2★ repo

    MCP server exposing sigrok-cli functionality for logic analyzer hardware and protocol decoding

  • Kit.com MCP Server

    dancumberland/kit-mcp/io.github.dancumberland/kit-mcp MCP server

    2★ repo

    Agent-optimized MCP server for Kit.com email marketing. 13 composite tools, 100% V4 API.

  • Meelion MCP

    Meelion-com/meelion-mcp/io.github.danmarkprintes/meelion-mcp MCP server

    no license2★ repo

    Brazilian fixed income & financial data for AI. Selic, CDI, IPCA, CDB/LCI/LCA rankings, FX rates.

  • Ovh api mcp

    davidlandais/ovh-api-mcp/io.github.davidlandais/ovh-api-mcp MCP server

    2★ repo

    MCP server for the OVH API. Explore and call any OVH endpoint via sandboxed JS.

  • Google ads intent mcp

    davidmosiah/google-ads-intent-mcp/io.github.davidmosiah/google-ads-intent-mcp MCP server

    2★ repo

    Dry-run-first Google Ads search-term intent analyzer and negative-keyword MCP for agents.

  • Strava mcp

    davidmosiah/strava-mcp/io.github.davidmosiah/strava-mcp MCP server

    2★ repo

    Privacy-first MCP server for Strava activities, streams, routes and training.

  • Ui debugger mcp

    developerz-ai/ui-debugger-mcp/io.github.developerz-ai/ui-debugger-mcp MCP server

    2★ repo

    Autonomous UI debugging MCP server: an agent drives the browser/desktop, reports bugs + UX issues.

  • Swell MCP

    devkindhq/swell-mcp/io.github.devkindhq/swell MCP server

    no license2★ repo

    Model Context Protocol server for Swell e-commerce platform integration with AI assistants

  • Homebox mcp

    dgahagan/homebox-mcp/io.github.dgahagan/homebox-mcp MCP server

    2★ repo

    Homebox home inventory: search, intake, warranties, attachments, locations, tags, QR labels

  • MCPAmpel - MCP Security Scanner

    MCPAmpel/mcpampel/io.github.diemoeve/mcpampel MCP server

    2★ repo

    Scan installed MCP servers for security vulnerabilities with 16 detection engines.

  • Onyx mcp

    dimitrilaouanis-tech/onyx-mcp/io.github.dimitrilaouanis-tech/onyx-mcp MCP server

    2★ repo

    Ed25519-signed ground-truth oracle — 63 paid x402 tools live on Base mainnet.

  • GLM MCP

    djerok/glm-mcp/io.github.djerok/glm-mcp MCP server

    2★ repo

    GLM (Zhipu/Z.ai) as a ~10x cheaper file-editing subagent for AI coding agents.

  • doc2mcp

    doc2mcp/doc2mcp-registry/io.github.doc2mcp/doc2mcp MCP server

    no license2★ repo

    MCP server for doc2mcp documentation, generated by doc2mcp.

  • Macwhisper mcp server

    docdyhr/macwhisper-mcp-server/io.github.docdyhr/macwhisper-mcp-server MCP server

    2★ repo

    MacWhisper transcription for Claude Desktop. Fully local, no cloud, audio stays on your Mac.

  • Uxspot mcp

    dockster/uxspot-mcp/io.github.dockster/uxspot-mcp MCP server

    2★ repo

    uxspot.io UX reference: glossary, AI x UX tools directory, checklists and Learn UX curriculum

  • Ozon seller

    dontsovcmc/mcp-server-ozon-seller/io.github.dontsovcmc/ozon-seller MCP server

    2★ repo

    MCP server for Ozon Seller API — products, FBS/FBO, finance, analytics, returns

  • Wildberries

    dontsovcmc/mcp-server-wildberries/io.github.dontsovcmc/wildberries MCP server

    no license2★ repo

    MCP server for Wildberries Seller API — products, orders, supplies, analytics, advertising

  • Yandex metrika

    dontsovcmc/mcp-server-yandex-metrika/io.github.dontsovcmc/yandex-metrika MCP server

    no license2★ repo

    MCP server for Yandex Metrika API — counters, goals, reports, segments, logs

  • CAiD MCP Server

    dreliq9/caid-mcp/io.github.dreliq9/caid-mcp MCP server

    2★ repo

    Validated 3D CAD modeling for AI agents via CAiD + OCCT. 107 tools across 22 modules.

  • Excel webview2 mcp

    dsbissett/excel-webview2-mcp/io.github.dsbissett/excel-webview2-mcp MCP server

    no license2★ repo

    MCP server for Excel add-ins via WebView2 CDP

  • Eansearch mcp server

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

    2★ repo

    MCP server for real-time product search by barcode (EAN, UPC, GTIN) or keyword on ean-search.org

  • Lians Agent Memory

    Lians-ai/Lians/io.github.ebeirne/lians MCP server

    2★ repo

    Bitemporal memory for AI agents with point-in-time recall and tamper-evident audit history.

  • Reolink mcp

    ed-dryha/reolink-mcp/io.github.ed-dryha/reolink-mcp MCP server

    2★ repo

    MCP server for Reolink cameras: snapshots, device state, AI detection, PTZ, and deterrence controls

  • MCHS NWAU Calculator

    edithatogo/mchs/io.github.edithatogo/mchs MCP server

    2★ repo

    Stdio MCP server for MCHS schemas, validation, support status, and evidence.

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