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
getjoystick/nanobanana-mcp/io.github.getjoystick/nanobanana-mcp MCP server
1★ repoLean MCP server for Google's Nano Banana (Gemini) image models. Returns file paths, not base64.
girik-chadha/interviewer-mcp/io.github.girik-chadha/interviewer-mcp MCP server
21 days old1★ repoFull technical interview prep: company briefing, concepts, code deep-dive, mock interviews.
giovanemartins/localstack-mcp-server/io.github.giovanemartins/localstack MCP server
1★ repoMCP server for LocalStack AWS services, enabling AI agents to interact with local AWS infra.
gjeltep/app-store-connect-mcp/io.github.gjeltep/app-store-connect-mcp MCP server
1★ repoInteract with Apple's App Store Connect API
goodmeta/intelligence-mcp/io.github.goodmeta/intelligence-mcp MCP server
1★ repoAgent payments ecosystem intelligence. Scans GitHub/HN/npm across AP2, ACP, x402, MPP, UCP.
gpavan1992/Globalpulse-MCP/io.github.gpavan1992/globalpulse-mcp MCP server
no license1★ repoReal-world intelligence MCP — macroeconomics, climate, disasters, trade & aviation.
gregario/3dprint-oracle/io.github.gregario/3dprint-oracle MCP server
1★ repo3D printing filament and materials knowledge MCP server
grossiweb/ToolRoute/io.github.grossiweb/toolroute MCP server
1★ repoRoute AI agent tasks to the best MCP server and LLM, scored on 132+ real benchmark executions.
grinnellian/magnifica-humanitas-mcp/io.github.grinnellian/magnifica-humanitas-mcp MCP server
no license1★ repoMagnifica Humanitas (Leo XIV, 2026): navigate 245 paragraphs, sections, and footnotes.
groupdocs-comparison/GroupDocs.Comparison.Mcp/io.github.groupdocs-comparison/groupdocs-comparison-mcp MCP server
1★ repoMCP server for GroupDocs.Comparison — compare, analyze, and inspect documents via AI agents.
groupdocs-metadata/GroupDocs.Metadata.Mcp/io.github.groupdocs-metadata/groupdocs-metadata-mcp MCP server
1★ repoMCP server for GroupDocs.Metadata — read, search, write, and remove document metadata.
grupo-avispa/dsr_mcp_server/io.github.grupo-avispa/dsr_mcp_server MCP server
1★ repoAn MCP server that provides tools for interacting with Deep State Representation (DSR) graphs.
grulex/grpc-invoke-mcp/io.github.grulex/grpc-invoke-mcp MCP server
1★ repoMCP server for describing and invoking gRPC methods
haidrau/sentinel-mcp-server/io.github.haidrau/sentinel-mcp-server MCP server
no license1★ repoShopee price monitoring via MCP.requires extension + MCP Key. T-0 price data for SG/MY/TH/VN/ID/PH.
hackmods/cursor-proxmox-mcp/io.github.hackmods/cursor-proxmox-mcp MCP server
20 days old1★ repoManage Proxmox VE via Cursor: QEMU, LXC, storage, HA, firewall, access.
hanoak/unsplash-mcp-server/io.github.hanoak/unsplash-mcp-server MCP server
16 days old1★ repoMCP server for the Unsplash API: search & fetch photos with attribution + download tracking.
harshithsunku/mcp-gtags-server/io.github.harshithsunku/mcp-gtags-server MCP server
1★ repoIndexed C/C++ code navigation for AI agents — GNU Global (gtags) lookups over MCP, not grep scans.
helbertparanhos/postforme-mcp-pro/io.github.helbertparanhos/postforme-mcp-pro MCP server
1★ repoPublish, schedule and analyze social posts across 9 platforms via the Post for Me API.
helbertparanhos/resend-email-mcp/io.github.helbertparanhos/resend-email-mcp MCP server
1★ repoComplete Resend email MCP: full API coverage + debug layer (deliverability, DNS, bounces).
helixdata/gopherhole-clients/io.github.helixdata/gopherhole MCP server
1★ repoStandards-based A2A hub. One MCP connection to thousands of agents, with shared persistent memory.
hellosverre/brreg-mcp/io.github.hellosverre/brreg MCP server
1★ repoMCP server for Norway's Brønnøysund business registry — lookup, search, roles.
hermessilva/LocalDB-MCP/io.github.hermessilva/mssql-localdb-mcp MCP server
1★ repoMCP server for SQL Server Express LocalDB on Windows: manage instances, run T-SQL, discover DBs
hifriendbot/ailist-mcp/io.github.hifriendbot/ailist-mcp MCP server
1★ repoMCP server for AiList — search and discover Ai projects from Claude Code
hoon1983/seismic-mcp/io.github.hoon1983/seismic-mcp MCP server
1★ repoUnified earthquake data from 20 global seismic agencies, with cross-agency report reconciliation.
hoornet/agentdocs-mcp/io.github.hoornet/agentdocs-mcp MCP server
1★ repoMCP server for AgentDocs (agentdocs.eu): read, search, write, comment on & share Markdown docs.
hyperd-ai/hyperd-mcp/io.github.hyperd-ai/hyperd-mcp MCP server
1★ repoPre-trade DeFi intelligence: 24 paid x402 tools incl. 6 synthesis verdicts, USDC on Base.
i-m-arul/cricketstudio-mcp/io.github.i-m-arul/cricketstudio-mcp MCP server
no license1★ repo29 MCP tools for IPL 2026, IPL historical (18 seasons), and Major League Cricket. No API key.
indiamcp/razorpay-mcp/io.github.indiamcp/razorpay MCP server
no license1★ repoMCP server for Razorpay API.
intentions-me/intentions-mcp/io.github.intentions-me/intentions-mcp MCP server
no license1★ repoPersonalized timing intelligence for AI agents — ask 'should I do X on this date?'
ip2whois/mcp-ip2whois/io.github.ip2whois/mcp-ip2whois MCP server
1★ repoWHOIS domain MCP server that query the WHOIS information using IP2WHOIS API.
isco-tec/scorezilla-mcp/io.github.isco-tec/mcp MCP server
1★ repoOfficial MCP server for Scorezilla — add a leaderboard to your game from your AI coding assistant.
itsconvo/mcp-server/io.github.itsconvo/mcp-server MCP server
no license1★ repoAccess your Convo meetings, transcripts, summaries, and action items from any AI assistant.
itunified-io/mcp-tailscale/io.github.itunified-io/tailscale MCP server
1★ repoSecure MCP access for private infrastructure over Tailscale — 48 tools across 9 domains
ivanantigravity-lgtm/model-council-mcp-server/io.github.ivanantigravity-lgtm/model-council-mcp-server MCP server
no license1★ repoThree-model MCP server returning Grok, Gemini, and DeepSeek outputs for Claude.
Nanobanana 2 polzaia mcp server
ivanantigravity-lgtm/nanobanana-2-polzaia-mcp-server/io.github.ivanantigravity-lgtm/nanobanana-2-polzaia-mcp-server MCP server
1★ repoNano Banana MCP server backed by Polza media and storage APIs.
ivanantigravity-lgtm/perplexity-polza-mcp-server/io.github.ivanantigravity-lgtm/perplexity-polza-mcp-server MCP server
1★ repoPerplexity MCP server backed by the Polza.ai chat completions API.
ivanantigravity-lgtm/seedance-polza-mcp-server/io.github.ivanantigravity-lgtm/seedance-polza-mcp-server MCP server
no license1★ repoSeedance video generation MCP server for Polza.ai.
OpenClaw Agent Instruction Registry
AgentBase1/mcp-server/io.github.izworskic/openclaw-registry MCP server
1★ repoSearch and retrieve agent instruction files: system prompts, skills, workflows, and safety filters.
Cortex MCP — Multi-Level Reasoning Server
j0hanz/cortex-mcp/io.github.j0hanz/cortex-mcp MCP server
no license1★ repoMulti-level reasoning MCP server with configurable depth levels
jacobsd32-cpu/djd-agent-score-mcp/io.github.jacobsd32-cpu/djd-agent-score MCP server
1★ repoReputation scoring for AI agent wallets on Base. Trust scores, fraud checks, x402.
jacksun911/megalaunch-mcp/io.github.jacksun911/megalaunch-mcp MCP server
1★ repoAI-powered meme token launch service on Solana/pump.fun with bundled buys and Jito speed
July-Blue-Sky-LLC/cachetank-mcp/io.github.jacobsilver7-art/cachetank-mcp MCP server
no license1★ repoCacheTank MCP server gives every AI tool your personal context so you never start from zero.
james116blue/journald-mcp-server/io.github.james116blue/journald-mcp-server MCP server
no license1★ repoIncident forensic with log files analyzing
jarod-vyent/xrpl-identity-mcp/io.github.jarod-vyent/xrpl-identity-mcp MCP server
1★ repoMCP server for XRPL identity: DIDs, credentials, signer lists, and safe transaction workflows.
jasoncbraatz/fintable-mcp/io.github.jasoncbraatz/fintable-mcp MCP server
1★ repoUnofficial MCP server for fintable.io — manage financial categories, rules, and transactions.
jasp-nerd/marktplaats-mcp/io.github.jasp-nerd/marktplaats-mcp MCP server
23 days old1★ repoSearch Marktplaats and 2dehands: listings, sellers, categories and new-listing monitoring.
jayvee6/apple-mail-mcp/io.github.jayvee6/apple-mail-mcp MCP server
1★ repoLLM access to Apple Mail and iCloud via AppleScript. Read, search, compose, reply, flag and delete.
jcc-ne/mcp-skill-server/io.github.jcc-ne/mcp-skill-server MCP server
1★ repoAn MCP server that mounts your skill directory and add deterministic entry for deployment
BullrunData/market-intelligence-mcp/io.github.jbrand0n/market-intelligence-mcp MCP server
25 days old1★ repoRecession probability, capital rotation scoring, and economic data API
jcislo/moltalyzer-mcp/io.github.jcislo/moltalyzer-mcp MCP server
1★ repoPolymarket prediction-market intelligence + AI, GitHub & narrative feeds for agents, via x402.
Verdigraph — paid hosted MCP for compute routing
viridis-security/verdigraph-neurogenesis/io.github.jdhart81/verdigraph-mcp MCP server
1★ repoPaid hosted MCP for agent-to-agent compute routing. 25% of net revenue funds conservation.
jimprivate/idmlkit/io.github.jimprivate/idml-mcp MCP server
20 days old1★ repoMCP server for AI agents to read and safely edit Adobe InDesign IDML files. No InDesign required.
jktjj/jktjj-mcp/io.github.jktjj/jktjj-mcp MCP server
1★ repoBJJ gym, coach, event, and city data for AI agents. Free base tools, x402-paid premium.
jnilrac/secant-agent-research-mcp/io.github.jnilrac/secant-agent-research-mcp MCP server
1★ repoPaid MCP web research for agents: search, extraction, citations, and x402 payment discovery.
jocarrd/aemet-client/io.github.jocarrd/aemet-mcp MCP server
1★ repoMCP server for AEMET — Spain's weather agency. Forecasts, CAP warnings, station observations.
joesaby/doctree-mcp/io.github.joesaby/doctree-mcp MCP server
1★ repoBM25 search + tree navigation over markdown docs for AI agents. No embeddings, no LLM calls.
johnisanerd/Apify-Fuel-Prices-Scraper/io.github.johnisanerd/fuel-prices MCP server
no license1★ repoGas and fuel prices by station and area, as structured data via a hosted MCP server.
johnisanerd/Apify-Google-Flights-API/io.github.johnisanerd/google-flights MCP server
no license1★ repoGoogle Flights search data: fares, routes, stops, and price insights via a hosted MCP server.
joinQuantish/kalshi-mcp/io.github.joinQuantish/kalshi MCP server
no license1★ repoSelf-hosted MCP server for Kalshi prediction market trading via DFlow on Solana
joinQuantish/limitless-mcp/io.github.joinQuantish/limitless MCP server
no license1★ repoMCP server for Limitless Exchange prediction markets on Base