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
iworkist/btcmcp/io.github.iworkist/btcmcp MCP server
no license0★ repoAn MCP server that provides Bitcoin price data from Binance API
j0hanz/code-lens/io.github.j0hanz/code-lens MCP server
no license0★ repoGemini-powered MCP server for code analysis.
j0hanz/fetch-url-mcp/io.github.j0hanz/fetch-url-mcp MCP server
0★ repoAn MCP server that fetches web pages and converts them to clean, readable Markdown.
j0hanz/memory-mcp/io.github.j0hanz/memory-mcp MCP server
no license0★ repoSQLite-backed MCP server for persistent memory, full-text retrieval, and graph traversal.
jaimenbell/bus-mcp/io.github.jaimenbell/bus-mcp MCP server
0★ repoMCP server fronting a self-hosted coordination-bus HTTP API: post/read/claim/release/heartbeat.
jaimenbell/github-mcp/io.github.jaimenbell/github-mcp MCP server
0★ repoMCP server for the GitHub REST API: issues, PRs, repos; read always on, write env-gated.
jaimenbell/MCP-Factory/io.github.jaimenbell/mcp-factory MCP server
0★ repoManifest-driven MCP server scaffolder and runtime hub for tool integrations.
jaimenbell/discord-mcp/io.github.jaimenbell/discord-mcp MCP server
28 days old0★ repoMCP server for the Discord REST API: 5 read tools always on, 7 write tools env-gated, default off.
jaimenbell/rag-mcp/io.github.jaimenbell/rag-mcp MCP server
0★ repoMinimal RAG-over-a-corpus MCP retrieval: search_knowledge returns cited chunks. Local embeddings.
jaimenbell/vllm-ops-mcp/io.github.jaimenbell/vllm-ops-mcp MCP server
23 days old0★ repoRead-only ops/health MCP server for a local vLLM instance: health tiers, GPU/VRAM, service status.
jakefleming/font-proof-mcp/io.github.jakefleming/font-proof-mcp MCP server
0★ repoCreate and modify Font Proof documents programmatically (PDF font proofs, live from Glyphs.app).
jaimenbell/rails-mcp/io.github.jaimenbell/rails-mcp MCP server
23 days old0★ repoDefault-deny action registry, append-only spend ledger, and human sign-off audit trail (MCP tools).
jamhimself/robinx-mcp/io.github.jamhimself/robinx-mcp MCP server
no license0★ repoRobinhood Chain (4663) caller accuracy + token intel, graded vs real price since genesis. x402-paid
janeksm/mcp-digger/io.github.janeksm/mcp-digger MCP server
0★ repoProgressive on-demand access to .NET NuGet package source for AI coding agents.
jaredco/weather-mcp-server/io.github.jaredco-ai/weather-mcp-server MCP server
0★ repoFast - accurate weather conditions and forecasts by city or coordinates.
ah-oh/handbook-mcp-server/io.github.jannks/handbook MCP server
0★ repoMCP server for the Handbook API – manage handbook entries via CRUD, overview and tag search.
jarahkon/hass-mcp-server/io.github.jarahkon/hass-mcp-server MCP server
0★ repoMCP server for full Home Assistant control — dashboards, files, automations, add-ons, and more
janmalmstrom/lupaph-mcp/io.github.janmalmstrom/lupaph-mcp MCP server
no license0★ repoPhilippine property listings, transfer costs, and real estate legal info via lupaph.com.
jason2016/clawshow-mcp-server/io.github.jason2016/clawshow-mcp-server MCP server
no license0★ repoInstant Backend for SMBs: pages, payments, eSign AES eIDAS, notifications, inventory, reports
jasonstockman/warm-mcp/io.github.jasonstockman/warmio MCP server
no license0★ repoContext and automation MCP server for Warm financial data and approved write operations.
jaysinailabs/aperture-mcp/io.github.jaysinailabs/aperture-mcp MCP server
0★ repoFlag when a tracked commitment vanishes verbatim between two versions. A signal, not a judge.
jdhart81/viridis-agent-fleet/io.github.jdhart81/agent-compute-ledger MCP server
no license0★ repoCompute-is-carbon energy/carbon ledger for agent work with Landauer-limit validation.
jean-johnson-zwix/arm-code-mcp/io.github.jean-johnson-zwix/arm-code-mcp MCP server
no license0★ repoMCP server for Arm64 Linux performance: parse perf output, suggest NEON intrinsics, audit deps.
jeanlopezxyz/mcp-alertmanager/io.github.jeanlopezxyz/mcp-alertmanager MCP server
0★ repoA Model Context Protocol (MCP) server for Prometheus Alertmanager
jedanderson432/jedanderson-site/io.github.jedanderson432/jedanderson-corpus-mcp MCP server
no license0★ repoMCP access to the jedanderson.org corpus — environmental superintelligence and information physics.
jeanlopezxyz/mcp-prometheus/io.github.jeanlopezxyz/mcp-prometheus MCP server
0★ repoA Model Context Protocol (MCP) server for Prometheus monitoring
jeeftor/abs-mcp/io.github.jeeftor/abs-mcp MCP server
0★ repoInspect and safely operate Audiobookshelf libraries over MCP.
jellewas/eu-audit-mcp/io.github.jellewas/eu-audit-mcp MCP server
0★ repoTamper-evident audit trail MCP server for EU AI Act & GDPR compliance.
jeongho54/loadbench-mcp/io.github.jeongho54/loadbench MCP server
no license0★ repoMCP server for structural load & stability math: tipping, support reactions, beam checks.
jermayne36/heartwood-memory/io.github.jermayne36/heartwood-memory MCP server
25 days old0★ repoGoverned agent recall with signed provenance and policy gates. BUSL-1.1; not OSI open source.
jessepetersondev/consentgate-mcp/io.github.jessepetersondev/consentgate-mcp MCP server
0★ repoGate AI agent actions behind a consent policy with human approval via Telegram. Fail-closed.
blaideinc/cookwith-mcp/io.github.jkakar/cookwith-mcp MCP server
0★ repoAI-powered recipe generation and transformation tools by Cookwith
jkawamoto/mcp-memos/io.github.jkawamoto/mcp-memos MCP server
0★ repoAn MCP server for interacting with Memos.
jmthomasofficial/x402-mcp-server/io.github.jmthomasofficial/x402-mcp-server MCP server
no license0★ repoJMT x402: 35 pay-per-call Base/USDC tools for agents, auto-paid via x402 v2. No API key.
jobswithgpt/mcp/io.github.jobswithgpt/corvi-careers MCP server
no license0★ repoSearch remote and onsite jobs through the public Corvi Careers MCP server.
johnisanerd/Apify-Google-Shopping-API/io.github.johnisanerd/google-shopping MCP server
no license0★ repoGoogle Shopping products, prices, sellers, and deals as structured data via a hosted MCP server.
joinQuantish/polymarket-mcp/io.github.joinQuantish/polymarket MCP server
no license0★ repoSelf-hosted MCP server for AI agent trading on Polymarket prediction markets
jonathanhefner/hello-mcp-registry/io.github.jonathanhefner/hello-mcp-registry MCP server
0★ repoA simple MCP server.
jongall45/frontrun-mcp-server/io.github.jongall45/frontrun-mcp-server MCP server
0★ repoTrack what 1,000+ VCs follow on X to surface startups before their round. Signal for AI agents.
josephibra/handoff-mcp-server/io.github.josephibra/handoff-mcp-server MCP server
no license0★ repoDurable agent-to-agent handoffs and shared scratchpad for multi-agent workflows.
josephibra/shadowgate-mcp/io.github.josephibra/shadowgate-mcp MCP server
0★ repoSecurity firewall for AI agents — scans MCP calls for injection, secrets, and risks.
joshuasundance-swca/paper-chaser-mcp/io.github.joshuasundance-swca/paper-chaser-mcp MCP server
0★ repoMCP server for academic papers, citations, authors, ECOS dossiers, and Federal Register text.
jors7/kadenzo-mcp/io.github.jors7/kadenzo-mcp MCP server
0★ repoSchedule, manage, generate & analyze social posts across 11 networks from any AI agent.
jpbester/payfast-mcp/io.github.jpbester/payfast MCP server
0★ repoMCP server for PayFast — AI assistants interact with South Africa's payment gateway
jrlprost/filoo-mcp/io.github.jrlprost/filoo-mcp MCP server
0★ repoCreate short links, fetch click analytics, and generate QR codes via the filoo.app API.
jperelli/graylog-mcp/io.github.jperelli/graylog-mcp MCP server
0★ repoQuery logs from Graylog: get streams, search messages, aggregate, and get full data.
jtl-neo/crossref-api-MCP/io.github.jtl-neo/crossref-mcp MCP server
0★ repoMCP server wrapping the Crossref REST API for scholarly metadata.
juan-cinto-infracommerce/mcp-magento-cloud/io.github.juan-cinto-infracommerce/magento-cloud MCP server
0★ repoMCP server for Adobe Commerce Cloud — REST API + SSH, no PHP CLI required
junct-bot/beefy-mcp/io.github.junct-bot/beefy-mcp MCP server
no license0★ repoBeefy - 10 tools for protocol data and tools
junct-bot/aarna-mcp/io.github.junct-bot/aarna-mcp MCP server
no license0★ repoAarna - 34 tools for swap quotes, liquidity pools, and trading data
junct-bot/aave-mcp/io.github.junct-bot/aave-mcp MCP server
no license0★ repoAave - 6 tools for lending rates, supply, and borrow data
junct-bot/blockscout-mcp/io.github.junct-bot/blockscout-mcp MCP server
no license0★ repoBlockscout - 56 tools for data, metrics, and on-chain analytics
junct-bot/binance-mcp/io.github.junct-bot/binance-mcp MCP server
no license0★ repoBinance - 340 tools for market data, order books, and trading pairs
junct-bot/coingecko-mcp/io.github.junct-bot/coingecko-mcp MCP server
no license0★ repoCoingecko - 36 tools for data, metrics, and on-chain analytics
junct-bot/chainlink-mcp/io.github.junct-bot/chainlink-mcp MCP server
no license0★ repoChainlink - 35 tools for price feeds and oracle data
junct-bot/coinmarketcap-mcp/io.github.junct-bot/coinmarketcap-mcp MCP server
no license0★ repoCoinmarketcap - 30 tools for data, metrics, and on-chain analytics
junct-bot/compound-mcp/io.github.junct-bot/compound-mcp MCP server
no license0★ repoCompound - 8 tools for lending rates, supply, and borrow data
junct-bot/curve-mcp/io.github.junct-bot/curve-mcp MCP server
no license0★ repoCurve - 43 tools for swap quotes, liquidity pools, and trading data
junct-bot/ens-mcp/io.github.junct-bot/ens-mcp MCP server
no license0★ repoEns - 23 tools for name resolution and reverse lookups
junct-bot/etherscan-api-mcp/io.github.junct-bot/etherscan-api-mcp MCP server
no license0★ repoEtherscan Api - 71 tools for data, metrics, and on-chain analytics