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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

  • Seedance mcp

    runapi-ai/seedance-mcp/io.github.runapi-builder/seedance-mcp MCP server

    0★ repo

    RunAPI MCP server for Seedance: create tasks, poll status, check pricing.

  • Suno mcp

    runapi-ai/suno-mcp/io.github.runapi-builder/suno-mcp MCP server

    0★ repo

    RunAPI MCP server for Suno: create tasks, poll status, check pricing.

  • Seedream mcp

    runapi-ai/seedream-mcp/io.github.runapi-builder/seedream-mcp MCP server

    0★ repo

    RunAPI MCP server for Seedream: create tasks, poll status, check pricing.

  • Wan mcp

    runapi-ai/wan-mcp/io.github.runapi-builder/wan-mcp MCP server

    0★ repo

    RunAPI MCP server for Wan: create tasks, poll status, check pricing.

  • Topaz mcp

    runapi-ai/topaz-mcp/io.github.runapi-builder/topaz-mcp MCP server

    0★ repo

    RunAPI MCP server for Topaz: create tasks, poll status, check pricing.

  • Z image mcp

    runapi-ai/z-image-mcp/io.github.runapi-builder/z-image-mcp MCP server

    0★ repo

    RunAPI MCP server for Z Image: create tasks, poll status, check pricing.

  • Runcomfy mcp

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

    0★ repo

    Remote MCP server for RunComfy Serverless API (ComfyUI): deployments and async inference.

  • Hevy MCP (Remote)

    rwestergren/hevy-mcp/io.github.rwestergren/hevy-mcp-remote MCP server

    0★ repo

    Hosted/gateway-ready Hevy fitness MCP: workouts, routines, templates.

  • Shiori MCP

    rusty4444/shiori-mcp/io.github.rusty4444/shiori-mcp MCP server

    0★ repo

    MCP server for Shiori bookmark management and tag workflows.

  • Sheriff

    ryansmith4/sheriff-mcp/io.github.ryansmith4/sheriff-mcp MCP server

    0★ repo

    MCP server for fixing static analysis issues from SARIF reports with AI agents

  • Mcp oss onramp

    ryotaro-tanaka/mcp-oss-onramp/io.github.ryotaro-tanaka/mcp-oss-onramp MCP server

    0★ repo

    MCP server to scout beginner-friendly OSS issues with high precision using GitHub GraphQL

  • Orcool Studio MCP

    ryss30/orcool-gtm/io.github.ryss30/orcool-studio MCP server

    no license0★ repo

    AI tools for mobile app ad production: concepts, avatars, video rendering, performance feedback.

  • Oceanbus mcp server

    ryanbihai/oceanbus/io.github.ryanbihai/oceanbus-mcp-server MCP server

    0★ repo

    Register, discover, message, and transact with other AI agents on the OceanBus network.

  • SNHP — free negotiation math + agent memory

    ryuxik/snhp/io.github.ryuxik/snhp MCP server

    0★ repo

    Free game-theory negotiation advisor for agents, plus paid receipted sessions and agent memory.

  • mcp-trust

    saagpatel/mcp-trust/io.github.saagpatel/mcp-trust MCP server

    0★ repo

    Check the danger grade of any public MCP server before you connect.

  • saagarpatel.dev Portfolio

    saagpatel/portfolio-mcp/io.github.saagpatel/portfolio-mcp MCP server

    0★ repo

    Agent-native MCP server over the public saagarpatel.dev corpus. Read-only, stateless.

  • shadow-mcp

    saagpatel/shadow-mcp/io.github.saagpatel/shadow-mcp MCP server

    no license0★ repo

    Local MCP server that inventories and risk-grades MCP servers configured on this machine.

  • operant-mcp

    saagpatel/operant/io.github.saagpatel/operant-mcp MCP server

    0★ repo

    Read-only MCP server for the OPERANT AI operating-agent calibration benchmark.

  • junai Pipeline MCP

    saajunaid/junai/io.github.saajunaid/junai-mcp MCP server

    no license0★ repo

    Agentic pipeline orchestration MCP server for AI-driven development workflows.

  • Strut stack sql

    rzlco666/strut-stack-sql/io.github.rzlco666/strut-stack-sql MCP server

    0★ repo

    Token-efficient MCP server for MySQL, PostgreSQL, and SQLite

  • Kuriflow mcp

    sGuNk13/kuriflow-mcp/io.github.sGuNk13/kuriflow-mcp MCP server

    0★ repo

    Make AI tasks repeatable. Run with new data automatically — zero AI tokens per run.

  • Agentfuse mcp

    sai4447/agentfuse-mcp/io.github.sai4447/agentfuse-mcp MCP server

    no license0★ repo

    Affiliate API for AI agents -- browse programs, generate tracked links, record conversions.

  • Qtm4j mcp server

    salehrifai42/qmetrymcp/io.github.salehrifai42/qtm4j-mcp-server MCP server

    0★ repo

    MCP server for QMetry Test Management for Jira (QTM4J): test cases, cycles, executions, plans.

  • Dify mcp

    salted-butter-joshua/dify-mcp/io.github.salted-butter-joshua/dify-mcp MCP server

    0★ repo

    MCP server exposing Dify knowledge base retrieval to Cursor and other MCP clients

  • Collimer mcp

    sandcastlelabs/collimer-mcp/io.github.sandcastlelabs/collimer-mcp MCP server

    0★ repo

    Free AI-search visibility scan for any website — score, top findings, ranked-fix-plan upgrade.

  • Negotiate mcp

    sanjana-pier39/negotiate-mcp/io.github.sanjana-pier39/negotiate-mcp MCP server

    0★ repo

    Negotiate prices at any negotiate.v1 store. AI shopper tools for Claude.

  • Feedback Synthesis MCP

    sapph1re/feedback-synthesis-mcp/io.github.sapph1re/feedback-synthesis-mcp MCP server

    0★ repo

    Synthesize GitHub Issues, HN and App Store reviews into ranked pain clusters. Pay-per-call x402.

  • Tomcat

    sarath-451/tomcat-mcp/io.github.sarath-451/tomcat MCP server

    0★ repo

    Local MCP server for AI-assisted Apache Tomcat management and diagnostics

  • Satoshkin aml mcp

    satoshkin-dev/satoshkin-aml-mcp/io.github.satoshkin-dev/satoshkin-aml-mcp MCP server

    0★ repo

    AML/KYT crypto wallet risk screening (BitOK data) for Claude, ChatGPT and any MCP client.

  • Sayba AI Agent Social Platform

    saybanet/sayba-platform-mcp-server/io.github.saybanet/sayba-platform MCP server

    0★ repo

    AI Agent social network with 23 MCP tools for social, tasks, skills, and XC token economy.

  • Agentrank mcp

    saviodamato/agentrank-mcp/io.github.saviodamato/agentrank-mcp MCP server

    no license0★ repo

    Find real, verifiable businesses with provenance and source URLs - for AI agents.

  • Contest mcp

    sbrunner-atx/contest-mcp/io.github.sbrunner-atx/contest-mcp MCP server

    0★ repo

    Log amateur-radio QSOs to N3FJP logging software over its TCP API.

  • Fldigi mcp

    sbrunner-atx/fldigi-mcp/io.github.sbrunner-atx/fldigi-mcp MCP server

    0★ repo

    Control fldigi (amateur-radio digital modes) over XML-RPC: modem, frequency, rig, log, transmit.

  • Trello

    scaratec/trellio-mcp/io.github.scaratec/trellio-mcp MCP server

    no license0★ repo

    MCP server for Trello — manage boards, lists, cards, attachments and more via Claude or Gemini

  • Wsjtx mcp

    sbrunner-atx/wsjtx-mcp/io.github.sbrunner-atx/wsjtx-mcp MCP server

    0★ repo

    Operate WSJT-X (FT8/FT4/WSPR) from MCP clients over its UDP message protocol.

  • Opensanctions mcp

    scka-de/opensanctions-mcp/io.github.scka-de/opensanctions-mcp MCP server

    0★ repo

    Sanctions screening and PEP checks via OpenSanctions API for AI agents

  • Humanaway mcp server

    seankim-android/humanaway-mcp-server/io.github.seankim-android/humanaway-mcp-server MCP server

    0★ repo

    MCP server for humanaway, a social network for AI agents.

  • Agentram mcp

    seanmarkwei/agentram-mcp/io.github.seanmarkwei/agentram-mcp MCP server

    0★ repo

    Model Context Protocol server for AgentRAM. Persistent memory for AI agents.

  • TCG MCP

    seanlok/tcg-mcp/io.github.seanlok/tcg-mcp MCP server

    0★ repo

    Pokemon TCG MCP server: PSA grading, collection management, and multi-provider pricing.

  • OTC Pricing MCP

    seaser0/otc-pricing-mcp/io.github.seaser0/otc-pricing-mcp MCP server

    0★ repo

    MCP server for the Open Telekom Cloud Price Calculator API (eu-de, eu-nl, eu-ch2).

  • Secure privacy mcp

    secureprivacy/secure-privacy-mcp/io.github.secureprivacy/secure-privacy-mcp MCP server

    no license0★ repo

    An MCP server that automatically integrate GDPR-compliant cookie consent banners into websites

  • Mcp

    sedis-ab/sedis-mcp/io.github.sedis-ab/mcp MCP server

    0★ repo

    Read-only MCP tools for the Sedis PartnerAPI v2 (Bolagsanalys + Fastighetsbenchmark).

  • Economy Intel MCP

    selflabbs/economy-intel-mcp/io.github.selflabbs/economy-intel-mcp MCP server

    0★ repo

    Macro data for AI agents: GDP, inflation, unemployment and more (World Bank, US BLS). No keys.

  • Beans mcp

    selfagency/beans-mcp/io.github.selfagency/beans-mcp MCP server

    0★ repo

    Interact with the Beans CLI issue tracker agentically

  • Domain & Company Intel MCP

    selflabbs/domain-intel-mcp/io.github.selflabbs/domain-intel-mcp MCP server

    0★ repo

    Domain intel for AI agents: RDAP registration, DNS, email deliverability, tech stack.

  • Base Intel MCP

    selflabbs/base-intel-mcp/io.github.selflabbs/base-intel-mcp MCP server

    0★ repo

    Read-only on-chain intelligence for AI agents on Base: balances, tokens, gas, tx status.

  • Filings Intel MCP

    selflabbs/filings-intel-mcp/io.github.selflabbs/filings-intel-mcp MCP server

    0★ repo

    SEC EDGAR filings for AI agents: company lookup, filings, financials, insider trades. No keys.

  • Regulatory Intel MCP

    selflabbs/regulatory-intel-mcp/io.github.selflabbs/regulatory-intel-mcp MCP server

    0★ repo

    US Federal Register for AI agents: rules, notices, executive orders, agency lookup. No keys.

  • Package Intel MCP

    selflabbs/package-intel-mcp/io.github.selflabbs/package-intel-mcp MCP server

    0★ repo

    Package intelligence for AI agents across npm, PyPI, crates.io and deps.dev. No API keys.

  • Market Intel MCP

    selflabbs/market-intel-mcp/io.github.selflabbs/market-intel-mcp MCP server

    0★ repo

    Live & historical FX rates and currency conversion for AI agents. No API keys.

  • Weather & Geo Intel MCP

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

    0★ repo

    US weather & geo for AI agents: forecasts, alerts, earthquakes, elevation, geocoding. No keys.

  • Security Intel MCP

    selflabbs/security-intel-mcp/io.github.selflabbs/security-intel-mcp MCP server

    0★ repo

    CVE lookups (NVD) and dependency-manifest audits (OSV) for AI agents. No API keys.

  • Revibe mcp

    selvatuple/revibe-mcp/io.github.selvatuple/revibe-mcp MCP server

    0★ repo

    Analyze any codebase — get architecture, file roles, execution flows, and agent context.

  • Salesforce metadata mcp

    semwalajay83-sem/salesforce-metadata-mcp/io.github.semwalajay83-sem/salesforce-metadata-mcp MCP server

    0★ repo

    The only Salesforce MCP with Agentforce, OmniStudio & DevOps Center tools — 219 total.

  • x402 Facilitator Proxy

    seob5285-alt/x402-facilitator-proxy/io.github.seob5285-alt/x402-facilitator-proxy MCP server

    no license0★ repo

    Multi-tenant HTTP 402 infrastructure gateway and stdio MCP server for machine payments.

  • Sensact

    sensact-agents/Sensact/io.github.sensact-agents/sensact MCP server

    no license0★ repo

    An authenticated remote MCP server for user-owned devices and one-shot capability invocation.

  • Seojeom mcp

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

    0★ repo

    Local-first MCP server for Claude/Codex project wiki and graph workflows

  • Memory

    shackleai/memory-mcp/io.github.shackleai/memory MCP server

    0★ repo

    Persistent memory for AI coding tools. 11 tools for any MCP-compatible AI tool.

  • Cds db nlquery mcp

    shahidla/cds-db-nlquery-mcp/io.github.shahidla/cds-db-nlquery-mcp MCP server

    0★ repo

    MCP server for natural-language queries against SAP CAP db-layer entities via real CQN/SQL JOINs.

  • Craft content mcp

    shashwatgtm/craft-content-mcp/io.github.shashwatgtm/craft-content-mcp MCP server

    no license0★ repo

    8 content tools: Case Studies, Newsletters, Webinars, Repurposing, Thought Leadership