Context & AI engineering
26,474 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
davidmosiah/strava-mcp/io.github.davidmosiah/strava-mcp MCP server
2★ repoPrivacy-first MCP server for Strava activities, streams, routes and training.
davidmosiah/google-ads-mcp-unofficial/io.github.davidmosiah/google-ads-mcp MCP server
2★ repoUnofficial Google Ads MCP for campaigns, keywords, budgets, and gated mutations.
developerz-ai/ui-debugger-mcp/io.github.developerz-ai/ui-debugger-mcp MCP server
2★ repoAutonomous UI debugging MCP server: an agent drives the browser/desktop, reports bugs + UX issues.
devkindhq/swell-mcp/io.github.devkindhq/swell MCP server
no license2★ repoModel Context Protocol server for Swell e-commerce platform integration with AI assistants
dgahagan/homebox-mcp/io.github.dgahagan/homebox-mcp MCP server
2★ repoHomebox home inventory: search, intake, warranties, attachments, locations, tags, QR labels
MCPAmpel - MCP Security Scanner
MCPAmpel/mcpampel/io.github.diemoeve/mcpampel MCP server
2★ repoScan installed MCP servers for security vulnerabilities with 16 detection engines.
dimitrilaouanis-tech/onyx-mcp/io.github.dimitrilaouanis-tech/onyx-mcp MCP server
2★ repoEd25519-signed ground-truth oracle — 63 paid x402 tools live on Base mainnet.
djerok/glm-mcp/io.github.djerok/glm-mcp MCP server
2★ repoGLM (Zhipu/Z.ai) as a ~10x cheaper file-editing subagent for AI coding agents.
doc2mcp/doc2mcp-registry/io.github.doc2mcp/doc2mcp MCP server
no license2★ repoMCP server for doc2mcp documentation, generated by doc2mcp.
docdyhr/macwhisper-mcp-server/io.github.docdyhr/macwhisper-mcp-server MCP server
2★ repoMacWhisper transcription for Claude Desktop. Fully local, no cloud, audio stays on your Mac.
dontsovcmc/mcp-server-ozon-seller/io.github.dontsovcmc/ozon-seller MCP server
2★ repoMCP server for Ozon Seller API — products, FBS/FBO, finance, analytics, returns
dontsovcmc/mcp-server-wildberries/io.github.dontsovcmc/wildberries MCP server
no license2★ repoMCP server for Wildberries Seller API — products, orders, supplies, analytics, advertising
dontsovcmc/mcp-server-yandex-metrika/io.github.dontsovcmc/yandex-metrika MCP server
no license2★ repoMCP server for Yandex Metrika API — counters, goals, reports, segments, logs
dreliq9/caid-mcp/io.github.dreliq9/caid-mcp MCP server
2★ repoValidated 3D CAD modeling for AI agents via CAiD + OCCT. 107 tools across 22 modules.
dsbissett/excel-webview2-mcp/io.github.dsbissett/excel-webview2-mcp MCP server
no license2★ repoMCP server for Excel add-ins via WebView2 CDP
dsbissett/office-addin-mcp/io.github.dsbissett/office-addin-mcp MCP server
no license2★ repoMCP server for Office add-ins via WebView2/CDP. Provides excel.*, page.*, and addin.* tools.
eansearch/eansearch-mcp-server/io.github.eansearch/eansearch-mcp-server MCP server
2★ repoMCP server for real-time product search by barcode (EAN, UPC, GTIN) or keyword on ean-search.org
Lians-ai/Lians/io.github.ebeirne/lians MCP server
2★ repoBitemporal memory for AI agents with point-in-time recall and tamper-evident audit history.
eins78/meteoswiss-llm-tools/io.github.eins78/meteoswiss-mcp MCP server
2★ repoSwiss weather data for AI assistants — forecasts, measurements, stations, pollen.
ejfkdev/zread-mcp/io.github.ejfkdev/zread-mcp MCP server
2★ repoZread.ai MCP Server - 连接 zread.ai 文档平台的 MCP 服务器，让 AI 助手能够阅读 GitHub 仓库文档、搜索代码、与仓库 AI 对话。
elViRafa/agentic-memory/io.github.elViRafa/memory-fabric MCP server
2★ repoFile-first, local-first MCP memory for AI coding assistants: Markdown + YAML, no vector DB.
elibarnett/kie-mcp/io.github.elibarnett/kie-mcp MCP server
2★ repoMCP for kie.ai: 45+ image, 70+ video, 20+ audio models with model intelligence
ellmos-ai/n8n-manager-mcp/io.github.ellmos-ai/n8n-manager-mcp MCP server
2★ repoMCP server for n8n workflow management -- view, create, sync and manage workflows via AI.
eralpozcan/vision-squeezer/io.github.eralpozcan/vision-squeezer MCP server
no license2★ repoCut vision-LLM token costs by snapping images to tile boundaries — Claude, GPT, Gemini, Llama, Qwen
esrisaudiarabia/esrisaudiarabia-mcp/io.github.esrisaudiarabia/arcgis-mcp-server MCP server
no license2★ repoIntelligent ArcGIS content search. Works with Online/Enterprise. Requires user credentials.
evidai/agent-payment-mcp/io.github.evidai/agent-payment MCP server
2★ repoStripe-style USDC billing for any API. 8 free demo services no signup. Non-custodial.
ewalid/rosetta/io.github.ewalid/rosetta-mcp MCP server
2★ repoAI-powered Excel translation preserving formatting, formulas, and data integrity.
fabionfsc/nuzo-memory/io.github.fabionfsc/nuzo-memory MCP server
2★ repoLocal-first, auditable memory for MCP-compatible AI agents with explicit writes and SQLite storage.
failed33/paraview-mcp/io.github.failed33/paraview-mcp-server MCP server
2★ repoControl ParaView through arbitrary Python code
figuard/figuard-core/io.github.figuard/figuard-mcp MCP server
no license2★ repoPre-flight spend authorization for AI agents. Set a budget, enforce limits, audit every decision.
filearchitect/blankfiles-website/io.github.filearchitect/blankfiles-mcp MCP server
no license2★ repoMCP server for listing and retrieving minimal valid blank files from blankfiles.com.
StreamEstate/mcp-server/io.github.fullstck/stream-estate MCP server
no license2★ repoMCP server for the Stream.estate French real estate API
getseline/seline-mcp/io.github.getseline/seline-mcp MCP server
2★ repoLocal MCP server for Seline Analytics API
glslang/windbg-mcp/io.github.glslang/windbg-mcp MCP server
2★ repoWinDbg/DbgEng over MCP: crash dumps, live user & kernel, driver IOCTLs, and TTD.
gregario/lorcana-oracle/io.github.gregario/lorcana-oracle MCP server
2★ repoDisney Lorcana TCG MCP server with card search, deck analysis, ink curves, and set browsing
gregario/lego-oracle/io.github.gregario/lego-oracle MCP server
2★ repoLEGO sets, parts, minifigs, and inventories as an MCP server
gregario/onepiece-oracle/io.github.gregario/onepiece-oracle MCP server
2★ repoOne Piece TCG MCP server with card search, deck analysis, and set browsing
gudlab/gud-api/io.github.gudlab/gud-api-mcp MCP server
no license2★ repoAI agents create, run, and save API requests as Gud API collections in your project.
hackle-io/hackle-mcp/io.github.hackle-io/hackle-mcp MCP server
2★ repoRemote MCP server for the Hackle Admin API: experiments, feature flags, remote config, messaging.
haiiibin/data-profiler-mcp/io.github.haiiibin/data-profiler-mcp MCP server
27 days old2★ repoProfiles CSV/Parquet/Excel/JSON files: schema, stats, quality flags and dtype tips for LLM agents.
helbertparanhos/cloudflare-mcp-pro/io.github.helbertparanhos/cloudflare-mcp-pro MCP server
2★ repoCloudflare MCP: DNS, Zones, Workers, KV, R2, D1, Pages, WAF, SSL, Email, AI via REST API v4
helbertparanhos/n8n-pro-mcp/io.github.helbertparanhos/n8n-pro-mcp MCP server
2★ repoManage self-hosted n8n (incl. queue mode): workflows, executions, users, audit — 51 tools.
helderpgoncalves/apple-stocks-mcp/io.github.helderpgoncalves/apple-stocks-mcp MCP server
2★ repoReads your macOS Apple Stocks watchlist, quotes and fundamentals locally. Read-only, no network.
henryjrobinson/eve-mentor-mcp/io.github.henryjrobinson/eve-mentor-mcp MCP server
2★ repoAI mentor for new & returning EVE Online players: losses, skills, fits, ISK, routes, and more.
himanshusaleria/events-mcp/io.github.himanshusaleria/events-mcp MCP server
no license2★ repoDiscover tech events, startup meetups, AI events across 8 cities — including hidden ones.
hightemp/go_computer_use_mcp_server/io.github.hightemp/go-computer-use-mcp-server MCP server
no license2★ repoLocal MCP server for desktop automation: mouse, keyboard, screen, windows, and processes.
horustechltd/horus-flow-mcp/io.github.horustechltd/horus-flow-mcp MCP server
2★ repoInstitutional crypto & equity orderflow intelligence for AI trading agents.
hugolsramos01-bit/mcp-agentic-server/io.github.hugolsramos01-bit/mcp-agentic-server MCP server
29 days old2★ repoLocal coding tools for ChatGPT Developer Mode and MCP clients with safe editing and shell execution.
huseyinstif/klaket/io.github.huseyinstif/klaket-mcp MCP server
28 days old2★ repoLet AI agents watch videos: local transcripts, speakers, scenes, chapters and moment search
i-ninte/grad-agent/io.github.i-ninte/grad-agent MCP server
no license2★ repoAutonomous MCP agent for grad school applications: prof discovery, cold emails, SOP, tracking.
iamjrmh/MCPBridge/io.github.iamjrmh/mcpbridge MCP server
2★ repoUnified MCP server bridging Claude Code and Ollama to Roblox Studio and Blender.
ikoskela/wisepanel-mcp/io.github.ikoskela/wisepanel-mcp MCP server
2★ repoMulti-agent deliberation across Claude, Gemini, and Perplexity. Stream and publish.
comparedge/llm-cost-mcp/io.github.imkemit-ops/comparedge-llm-cost MCP server
27 days old2★ repoToken cost math for LLM API calls: verified per-1M-token rates for 69 models, 17 providers.
itunified-io/mcp-opnsense/io.github.itunified-io/opnsense MCP server
2★ repoOPNsense MCP Server — 72 tools for DNS, Firewall, DHCP, ACME, Routing, VLANs & more
iz-tolk-mcp — Tolk Compiler for TON
izzzzzi/izTolkMcp/io.github.izzzzzi/iz-tolk-mcp MCP server
2★ repoTolk smart contract compiler for TON — compile, check, and deploy from AI assistants
jackfioru92/mcp-aruba-email/io.github.jackfioru92/aruba-email MCP server
2★ repoMCP server for Aruba email and calendar via IMAP/SMTP/CalDAV
jarmstrong158/skillmatch-mcp/io.github.jarmstrong158/skillmatch-mcp MCP server
2★ repoJob search and ranking pipeline via MCP for Claude Desktop.
jitbit/jitbit-helpdesk-mcp/io.github.jitbit/jitbit-helpdesk MCP server
2★ repoMCP server for Jitbit Helpdesk: search, list, read, and reply to support tickets from AI assistants.
johnisanerd/Apify-Google-Events-API/io.github.johnisanerd/google-events MCP server
no license2★ repoGoogle Events listings with dates, venues, and ticket links via a hosted MCP server.
joinwell52-AI/FCoP/io.github.joinwell52-AI/fcop MCP server
2★ repoFCoP 3.2.5 MCP server: 45 tools (tier:L1/L2/L3) for file-based multi-agent coordination.