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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

  • droidprobe

    orhanbalci/droidprobe/io.github.orhanbalci/droidprobe MCP server

    0★ repo

    Read-only MCP server to inspect an Android device over ADB: hardware, packages, permissions, logs.

  • Opus Growth — Ad Platforms MCP Connector

    opusgrowth/Opus-Growth-The-MCP-Connector-for-Ad-Platforms/io.github.opusgrowth/ads-mcp MCP server

    no license0★ repo

    233 tools for Google, Microsoft, TikTok, LinkedIn Ads in Claude or ChatGPT. Writes need approval.

  • Oro intel mcp

    oro-intel/oro-intel-mcp/io.github.oro-intel/oro-intel-mcp MCP server

    0★ repo

    UK public procurement data for AI agents: tenders, contracts, buyer and supplier profiles.

  • Tolk MCP Server

    oxgeneral/tolk-mcp-server/io.github.oxgeneral/tolk-mcp-server MCP server

    no license0★ repo

    MCP server for the Tolk smart contract compiler. Compile, validate, and explore TON contracts.

  • Openrouter admin

    oviron/openrouter-admin-mcp/io.github.oviron/openrouter-admin MCP server

    0★ repo

    MCP server for OpenRouter management API: credits, key CRUD, activity drill-down, dashboard.

  • Locus

    paladini/locus-mcp/io.github.paladini/locus-mcp MCP server

    16 days old0★ repo

    Lightweight MCP server for LSP code intelligence — symbol lookup, refs, types, diagnostics.

  • Palveron MCP Server

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

    0★ repo

    Early access - AI governance gateway for MCP tool calls (policies, PII masking, audit).

  • Manoma

    paperdavid/manoma/io.github.paperdavid/manoma MCP server

    0★ repo

    MCP server for soul.md — your portable AI identity layer across every LLM.

  • Rivemcp

    paradoxsyn/rivemcp-releases/io.github.paradoxsyn/rivemcp MCP server

    no license0★ repo

    MCP server for creating and editing Rive (.riv) animation files. 139 tools for AI-driven animation.

  • Safe Kaggle MCP

    parkseokjune/kaggle-mcp/io.github.parkseokjune/kaggle-mcp MCP server

    0★ repo

    Safety-first Kaggle MCP — confirm-gated destructive ops, submission budget, injection-fenced.

  • Bosch flow mcp

    partymola/bosch-flow-mcp/io.github.partymola/bosch-flow-mcp MCP server

    0★ repo

    MCP server for Bosch eBike Flow (BES3): battery health, charge cycles, components, and ride data.

  • Ticktick mcp

    partymola/ticktick-mcp/io.github.partymola/ticktick-mcp MCP server

    0★ repo

    MCP server for TickTick task management: field-preserving updates and completion tracking.

  • Withings mcp

    partymola/withings-mcp/io.github.partymola/withings-mcp MCP server

    0★ repo

    MCP server for the Withings Health API with OAuth, local SQLite cache, and trend analysis.

  • PathCourse Health (PCH)

    pathcourse-health/pch-mcp-server/io.github.pathcourse-health/mcp-server MCP server

    0★ repo

    Cheaper LLM inference, USDC agent payments via x402, agent identity / reputation lookup.

  • Feedhook mcp

    patwalls/feedhook-mcp/io.github.patwalls/feedhook-mcp MCP server

    0★ repo

    Turn a YouTube channel into a webhook: a signed HTTP POST seconds after every new video.

  • Shopify Admin MCP Server (Read-Only)

    scalably-io/shopify-mcp/io.github.pavle-Scalably/shopify-mcp MCP server

    0★ repo

    Read-only MCP for the Shopify Admin GraphQL API. 6 tools, full read surface, multi-store.

  • Pay mcp

    pay-skill/pay-mcp/io.github.pay-skill/pay-mcp MCP server

    no license0★ repo

    USDC payments for AI agents on Base — direct, tabs, x402 paywalls, discovery

  • Neemee mcp

    Paul-Bonneville-Labs/neemee-mcp/io.github.pbonneville/neemee-mcp MCP server

    no license0★ repo

    MCP client library and bridge for Neemee personal knowledge management system

  • Mcp fhir

    pcmedsinge/fhir-mcp-suite/io.github.pcmedsinge/mcp-fhir MCP server

    no license0★ repo

    FHIR R4 read/search/validate MCP server — US Core/IPS profiles, SMART-on-FHIR auth (Epic/Cerner).

  • Dredd MCP

    pduggusa/dredd-mcp/io.github.pduggusa/dredd-mcp MCP server

    0★ repo

    Pre-flight MCP security. Blocks compromised deps + tool drift. HMAC-signed. Dredd judges.

  • Mcp scholaris

    penny4nonsense/mcp-scholaris/io.github.penny4nonsense/mcp-scholaris MCP server

    0★ repo

    Academic paper search and retrieval via arXiv, Semantic Scholar, PubMed, Unpaywall.

  • Lolipop MCP Server

    pepabo/lolipop-mcp/io.github.pepabo/lolipop-mcp MCP server

    25 days old0★ repo

    Official remote MCP server for Lolipop Rental Server by GMO Pepabo.

  • SUZURI MCP Server

    pepabo/suzuri-mcp/io.github.pepabo/suzuri-mcp MCP server

    0★ repo

    Official remote MCP server for SUZURI.

  • Mcp pymupdf

    penny4nonsense/mcp-pymupdf/io.github.penny4nonsense/mcp-pymupdf MCP server

    0★ repo

    MCP server for reading PDFs using PyMuPDF. Supports local files and URLs.

  • Petal components mcp

    petalframework/petal-components-mcp/io.github.petalframework/petal-components-mcp MCP server

    0★ repo

    Phoenix LiveView component schemas from petal_components, exposed to AI coding assistants.

  • Nynch MCP Server

    peterod99/nynch-mcp-server/io.github.peterod99/nynch MCP server

    0★ repo

    CRM, relationship intelligence, and multi-agent orchestration for AI agents.

  • Agentlookup mcp

    peureka/agentlookup-mcp/io.github.peureka/agentlookup-mcp MCP server

    0★ repo

    Search, discover, and register AI agents in the public registry at agentlookup.dev.

  • Scry mcp

    pfeilisolana/scry-mcp/io.github.pfeilisolana/scry-mcp MCP server

    0★ repo

    Keyless MCP bridge to Scry Solana wallet intel: free coverage check, catalog, x402 paid endpoints.

  • Phaedo mcp

    phaedo-labs/phaedo-mcp/io.github.phaedo-labs/phaedo-mcp MCP server

    22 days old0★ repo

    Carry your Phaedo cognitive fingerprint into any MCP client: injection, consults, escalation.

  • Mcp

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

    no license0★ repo

    Generate images, GIFs, and PDFs from HTML, URLs, or templates — from your AI agent.

  • Seven dpt mcp

    pierreb4/seven-dpt-mcp/io.github.pierreb4/seven-dpt-mcp MCP server

    0★ repo

    Feynman's twelve-problems method as an MCP server: dormant problems + an evoke loop for new tricks.

  • Polydev

    polydev-ai/polydev/io.github.polydev-ai/polydev MCP server

    no license0★ repo

    Query GPT-5, Claude, Gemini, and Grok simultaneously through one MCP server

  • Forge — Agent Reputation Protocol

    pm577/forge-mcp/io.github.pm577/forge-mcp MCP server

    0★ repo

    Portable reputation for AI agents. MCP-native identity, vouching, trust scores.

  • Pop mcp

    getpopapi/pop-mcp/io.github.popapidev/pop-mcp MCP server

    0★ repo

    Italian e-invoicing (FatturaPA/SdI), Peppol, PDF invoice generation, and account onboarding via POP

  • POS.DO MCP Server

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

    0★ repo

    Discover 356K+ restaurants in 20 countries: search, reviews, cultural context, time-based offers.

  • bstorms.ai — Free Execution Playbooks + Agent Brainstorming

    pouria3/bstorms-skill/io.github.pouria3/bstorms MCP server

    no license0★ repo

    Free execution-focused playbooks. Brainstorm with other agents. Tip if helpful.

  • Pgiq mcp

    powergridiq/pgiq-mcp/io.github.powergridiq/pgiq-mcp MCP server

    0★ repo

    PGIQ Rating as agent tools for siting large electricity loads across 67 power markets.

  • Eia mcp gridsense

    pranavbhosale25/eia-mcp-gridsense/io.github.pranavbhosale25/eia-mcp-gridsense MCP server

    no license0★ repo

    MCP server for US electricity grid data: fuel mix, demand, retail prices, CO2 emissions

  • Pine Labs SDK API Documentation MCP Server

    prakhargour10/utility-mcp-server/io.github.prakhargour10/utility-mcp-server MCP server

    no license0★ repo

    List and fetch official Pine Labs SDK API documentation via MCP tools.

  • Vin recall mcp

    pratikmehkarkar/vin-recall-mcp/io.github.pratikmehkarkar/vin-recall-mcp MCP server

    28 days old0★ repo

    Decodes US VINs and looks up open NHTSA safety recall campaigns for a vehicle.

  • Easypaydirect mcp

    praveendias1180/easypaydirect-mcp/io.github.praveendias1180/easypaydirect-mcp MCP server

    0★ repo

    Read-only MCP server for the Easy Pay Direct (EPD) / NMI-family payment gateway Query API.

  • Databricks MCP Server

    pramodbhatofficial/databricks-mcp-server/io.github.pramodbhatofficial/databricks-sdk-mcp MCP server

    0★ repo

    263 tools for Databricks: Unity Catalog, SQL, Compute, Jobs, Serving, and more.

  • Mcp bookmark

    pree-dew/mcp-bookmark/io.github.pree-dew/mcp-bookmark MCP server

    no license0★ repo

    MCP Server for adding bookmarks in openai RAG

  • Ritn3d mcp

    printplan3d/ritn3d-mcp/io.github.printplan3d/ritn3d-mcp MCP server

    0★ repo

    Tools for floor plan validation, GLB checks, and 3D-print unit math — Ritn3D companion.

  • Mcp

    prismnetwork-tech/prism/io.github.prismnetwork-tech/mcp MCP server

    21 days old0★ repo

    Lease and run real NVIDIA GPUs from any MCP client. Wallet auth, onchain USDG payment, and SSH.

  • AgentSecurityLens MCP Security Trust Check

    professor2k8/agent-security-lens/io.github.professor2k8/agent-security-lens MCP server

    no license0★ repo

    MCP security trust-check for agents before installing MCPs, Skills or tools.

  • Sops mcp

    privacyplaybook/sops-mcp/io.github.privacyplaybook/sops-mcp MCP server

    no license0★ repo

    MCP server for creating and managing SOPS-encrypted secrets

  • Audiolla

    psyb0t/docker-audiolla/io.github.psyb0t/audiolla MCP server

    0★ repo

    Self-hosted MCP server: audio stems, mastering, MIR analysis, DSP, MIDI, speech tools.

  • Flickies

    psyb0t/docker-flickies/io.github.psyb0t/flickies MCP server

    0★ repo

    Self-hosted MCP server: video lipsync, face restore, and ffmpeg ops (trim, concat, transcode).

  • Codexbox

    psyb0t/docker-codexbox/io.github.psyb0t/codexbox MCP server

    20 days old0★ repo

    Self-hosted MCP server: run OpenAI Codex CLI prompts and manage workspace files.

  • Wickworks

    psyb0t/docker-wickworks/io.github.psyb0t/wickworks MCP server

    0★ repo

    Self-hosted MCP server: technical indicators + smart-money-concepts from OHLC bars.

  • Pibox

    psyb0t/docker-pibox/io.github.psyb0t/pibox MCP server

    0★ repo

    Self-hosted MCP server: pi-coding-agent tools (run_prompt, file ops) over streamable HTTP.

  • Telethon Plus

    psyb0t/docker-telethon-plus/io.github.psyb0t/telethon-plus MCP server

    0★ repo

    Self-hosted MCP server: Telegram userbot control (Telethon) via HTTP and MCP.

  • Bsp mcp

    pscale-commons/bsp-mcp-server/io.github.pscale-commons/bsp-mcp MCP server

    0★ repo

    Persistent agent memory & identity on federated beaches — one bsp() function over pscale blocks.

  • Pharma mcp

    pubspro/pharma-mcp/io.github.pubspro/pharma-mcp MCP server

    no license0★ repo

    MCP server for ClinicalTrials.gov, PubMed, FDA drug labels, FAERS, and ICH guidelines.

  • Google trends mcp

    purahmanian/google-trends-mcp/io.github.purahmanian/google-trends-mcp MCP server

    0★ repo

    Google Trends MCP server: interest over time, comparisons, related queries, trending searches

  • FL Studio MCP Mac

    purahmanian/flstudio-mcp-mac/io.github.purahmanian/flstudio-mcp-mac MCP server

    0★ repo

    macOS-first MCP bridge for FL Studio using CoreMIDI and FL Studio Python MIDI scripts.

  • Junglescout mcp

    purahmanian/junglescout-mcp/io.github.purahmanian/junglescout-mcp MCP server

    0★ repo

    Jungle Scout MCP server: keyword volumes, product database, sales estimates, share of voice

  • Keepa mcp

    purahmanian/keepa-mcp/io.github.purahmanian/keepa-mcp MCP server

    0★ repo

    MCP server for Keepa Amazon price and sales rank history API

  • Logo.dev MCP

    pvliesdonk/logodev-mcp/io.github.pvliesdonk/logodev-mcp MCP server

    0★ repo

    Look up company logos and brand data via the logo.dev API.