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
shashwatgtm/craft-gtm-mcp/io.github.shashwatgtm/craft-gtm-mcp MCP server
no license0★ repo8 strategic GTM tools: PMF, Launch, Interviews, Retention, Partners, Crisis, Competitive Intel
shashwatgtm/impact-mcp-server/io.github.shashwatgtm/impact-mcp-server MCP server
no license0★ repoIMPACT Framework - B2B Positioning & Messaging Tools by Shashwat Ghosh
shea256/aiiq-mcp/io.github.shea256/aiiq-mcp MCP server
0★ repoQuery AI IQ (aiiq.org) model IQ, rankings, benchmarks, and methodology.
shemshallah/qtcl-mcp-server/io.github.shemshallah/qtcl-mcp-server MCP server
0★ repoAgent-native post-quantum blockchain. 11 tools: send, balance, quantum oracle metrics. Flat fee.
shentao12022-cmyk/horizon-insights-mcp/io.github.shentao12022-cmyk/horizon-insights-mcp MCP server
no license0★ repoMarket data, financial statements, valuation, research, and news for investment workflows.
shieldly-io/mcp/io.github.shieldly-io/mcp MCP server
0★ repoAI-Powered AWS security analysis: scan IAM policies and CloudFormation for risks and escalation.
shigechika/aruba-central-mcp/io.github.shigechika/aruba-central-mcp MCP server
0★ repoMCP server for Aruba Central: expose AP, switch, and client status to AI assistants
shigechika/boxadm-mcp/io.github.shigechika/boxadm-mcp MCP server
0★ repoMCP server for Box admin-log analytics — external-sharing visibility, read-only
shigechika/eos-mcp/io.github.shigechika/eos-mcp MCP server
no license0★ repoMCP server for Arista EOS device operations via eAPI
Google Workspace Admin Security-Audit MCP
shigechika/gwsadm-mcp/io.github.shigechika/gwsadm-mcp MCP server
0★ repoMCP server for Google Workspace security auditing — login audit, external sharing, daily brief
MCP fork of Google Workspace CLI
shigechika/gws-mcp/io.github.shigechika/gws-mcp MCP server
0★ repoMCP fork of Google Workspace CLI (Gmail, Drive, Calendar, and more)
shigechika/keycloak-mcp/io.github.shigechika/keycloak-mcp MCP server
0★ repoMCP server for KeyCloak Admin REST API via Service Account
shigechika/junos-mcp/io.github.shigechika/junos-mcp MCP server
0★ repoMCP server for Juniper Networks device operations via junos-ops
shigechika/zapi-mcp/io.github.shigechika/zapi-mcp MCP server
0★ repoMCP server for the Zabbix API — daily brief, problems, hosts, items
shivam-app-developers/ai-optimizer/io.github.shivam-app-developers/ai-optimizer MCP server
no license0★ repoMCP server that cuts AI coding agent token usage via framework-aware context optimization
shoggi211/jsonaut/io.github.shoggi211/jsonaut MCP server
no license0★ repoRepair malformed JSON from LLM/agent output; optional JSON Schema coercion. Free + x402 paid.
shubhamekapure/social-search-mcp/io.github.shubhamekapure/social-search-mcp MCP server
no license0★ repoDeep social media search for LLMs: Facebook, Reddit, LinkedIn, Instagram & more.
sidney/web-to-markdown-mcp/io.github.sidney/web-to-markdown-mcp MCP server
0★ repoMCP server fetches URL through a real Chromium browser, returns main content as clean Markdown
silex-tec/silex/io.github.silex-tec/silex MCP server
0★ repoLocal-first MCP server that reconstructs architecture, workflows and business rules from your code.
navifare/navifare-mcp/io.github.simonenavifare/navifare-mcp MCP server
no license0★ repoFlight price comparison MCP server. Search multiple booking sources to find better flight prices.
skillselion/skillselion-mcp/io.github.skillselion/skillselion-mcp MCP server
0★ repoOn-demand access to thousands of install-ranked Claude Code skills - search and load mid-task.
skypier-jp-works/mcp-jp-calendar/io.github.skypier-jp-works/mcp-jp-calendar MCP server
0★ repoMCP server for Japanese business days, holidays, and fiscal-period calculations.
slookisen/opplevagent-mcp/io.github.slookisen/opplevagent-mcp MCP server
0★ repoDiscover Norwegian experiences & activities by county, category, weather, season and price.
smijo-geek/scamcheck-mcp-server/io.github.smijo-geek/scamcheck-mcp-server MCP server
0★ repoScan suspicious messages, URLs, and text for scams with AI. Free tier - no API key required.
smoke711711/ashfields-mcp-server/io.github.smoke711711/ashfields-mcp-server MCP server
0★ repoBurn $ASH to mint on-chain NFTs on Ethereum. No browser. Two agent tool calls.
smythmyke/JackpotKeywords/io.github.smythmyke/jackpotkeywords-mcp-server MCP server
no license0★ repoAI-powered keyword research, SEO audits, and AI-visibility scans via the JackpotKeywords REST API.
snenenenenenene/transita-mcp-server/io.github.snenenenenenene/transita-mcp-server MCP server
0★ repoVisa eligibility matcher and immigration intelligence for MCP-compatible AI assistants.
snoozelieb/coach-mcp/io.github.snoozelieb/coach-mcp MCP server
0★ repoAdaptive AI training coach MCP server backed by Garmin Connect
snoooz-ai/snoooz-mcp/io.github.snoooz-ai/snoooz-mcp MCP server
no license0★ repoAI email automation, follow-ups, training, previews, and mailbox troubleshooting.
SameThoughts/hippodid-mcp-server/io.github.snowmanjy/hippodid-mcp-server MCP server
0★ repoPersistent, structured cloud memory for AI agents. BYOK — bring your own AI key.
vibelogin/mcp/io.github.snrniranjan/vibelogin-mcp MCP server
no license0★ repoAdd authentication to your app without leaving your IDE.
sns45/dear-claude/io.github.sns45/dear-claude MCP server
0★ repoSpawn Claude Code instances from 6 platforms when 'Dear Claude' is mentioned.
solhammer/agentoolbox/io.github.solhammer/agent-toolbox MCP server
0★ repo26 deterministic, offline pre-action safety gates for AI agents, each with a signed verdict.
somacoffeekyoto/imgx-mcp/io.github.somacoffeekyoto/imgx MCP server
0★ repoAI image generation and editing MCP server. Gemini + OpenAI, iterative editing, undo/redo.
sooda-ai/sooda-mcp/io.github.sooda-ai/sooda-mcp MCP server
0★ repoAI agent relay — message business agents across company boundaries via A2A protocol
sophiacave/mcp-shield/io.github.sophiacave/mcp-shield MCP server
no license0★ repoSecurity scanner for MCP servers. SSRF, path traversal, injection, auth, secrets. Grade A-F.
souravpn/toggl-mcp/io.github.souravpn/toggl-mcp MCP server
no license0★ repoMCP server for Toggl Track — gives Claude access to your time tracking data
souravpn/whoop-mcp/io.github.souravpn/whoop-mcp MCP server
no license0★ repoMCP server for WHOOP — gives Claude access to your recovery, sleep, strain, and workout data
speteai/agentdata-mcp/io.github.speteai/agentdata-mcp MCP server
0★ repoCrypto market data for AI agents via x402. 16 tools: prices, funding, DeFi yields, arbitrage, TA.
specshield26/specshield-mcp-server/io.github.specshield26/specshield-mcp-server MCP server
0★ repoThe API-change deploy gate for AI coding agents. Read-only breaking-change detection.
spshkar84/madb-meta-agents-db/io.github.spshkar84/madb-memory MCP server
no license0★ repoDurable causal memory for AI agents — semantic recall, causal lineage, and skills. Local-first.
spruikco/send16-mcp/io.github.spruikco/send16-mcp MCP server
0★ repoEmail for AI agents: send mail, manage contacts, automations & webhooks. Zero-DNS first send.
sriramnatrajhen/humsana-mcp/io.github.sriramnatrajhen/humsana-mcp MCP server
no license0★ repoDetect developer stress, focus, fatigue from typing. Block dangerous commands when tired.
srotzin/hive-mcp-agent-kyc/io.github.srotzin/hive-mcp-agent-kyc MCP server
0★ repoKYA agent identity verification and trust scoring for autonomous A2A networks
srotzin/hive-mcp-agent-storage/io.github.srotzin/hive-mcp-agent-storage MCP server
0★ repoEncrypted A2A object storage for autonomous agent state and artifacts
srotzin/hive-mcp-capital/io.github.srotzin/hive-mcp-capital MCP server
0★ repoHiveCapital MCP Server — autonomous investment layer for AI agents
srotzin/hive-mcp-connector/io.github.srotzin/hive-mcp-connector MCP server
0★ repoMCP server for Hive Civilization
srotzin/hive-mcp-compute-grid/io.github.srotzin/hive-mcp-compute-grid MCP server
0★ repoMCP server: solver auction across io.net / Akash / Render with signed receipts · Hive Civilization
srotzin/hive-mcp-compute/io.github.srotzin/hive-mcp-compute MCP server
0★ repoHiveCompute MCP Server — decentralized inference router for AI agents
srotzin/hive-mcp-agent-quota/io.github.srotzin/hive-mcp-agent-quota MCP server
0★ repoPer-agent rate limits and quota enforcement for the Hive A2A economy
srotzin/hive-mcp-evaluator/io.github.srotzin/hive-mcp-evaluator MCP server
0★ repoMCP server: NEED + YIELD + CLEAN-MONEY gates with EIP-3009 attestations · Hive Civilization
srotzin/hive-mcp-depin/io.github.srotzin/hive-mcp-depin MCP server
0★ repoMCP server: DePIN reward routing, capacity verification, settlement reports · Hive Civilization
srotzin/hive-mcp-ledger-bridge/io.github.srotzin/hive-mcp-ledger-bridge MCP server
0★ repoHive MCP server implementing the EIP-712 over USB/DMK ledger-bridge integration spec…
srotzin/hive-mcp-mpp/io.github.srotzin/hive-mcp-mpp MCP server
0★ repoDual-rail 402 (x402 + MPP Tempo) MCP server
srotzin/hive-mcp-keet-bridge/io.github.srotzin/hive-mcp-keet-bridge MCP server
no license0★ repoMCP server bridging holepunchto/keet-identity-key to the Hive agentic identity network
srotzin/hive-mcp-wallet/io.github.srotzin/hive-mcp-wallet MCP server
0★ repoHiveWallet MCP Server
srotzin/hive-mcp-trade/io.github.srotzin/hive-mcp-trade MCP server
0★ repoMCP server: cross-venue spread + yield drivers, ROI radar telemetry · Hive Civilization
srotzin/simpson-strong-agent-service/io.github.srotzin/simpson-strong-agent-service MCP server
0★ repoConstruction product lookup for Simpson Strong-Tie structural catalog
standardbeagle/mcp-debug/io.github.standardbeagle/mcp-debug MCP server
0★ repoDebug and develop MCP servers with hot-swapping, session recording, and playback testing
stelis-dev/agent-q/io.github.stelis-dev/agent-q MCP server
no license0★ repoLocal MCP server for requesting signatures from Agent-Q Firmware.