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
adrex-ai/adrex-ai/io.github.gauravapiscean/adrex-ai MCP server
0★ repoOpen-source MCP server for Google Ads & Meta Ads — manage campaigns from any AI assistant.
gba3124/anyhook-mcp/io.github.gba3124/mcp MCP server
20 days old0★ repoWebhook relay for AI agents: keyless quickstart, event inspection, replay, mock payloads.
gejyn14/kiwoom-plugin/io.github.gejyn14/kiwoom-mcp MCP server
20 days old0★ repoKiwoom Securities REST API for Korean markets — 236 endpoints, streaming, gated order execution
george-bobby/mcp-modal/io.github.george-bobby/mcp-modal MCP server
0★ repoMCP server for managing Modal apps, containers, volumes, and secrets.
getqlows/qlows-mcp/io.github.getqlows/qlows-mcp MCP server
0★ repoFind Tenders in 35 Countries of the WTO-GPA Zone and ground your AI for your RFP responses
getvari/vari-mcp/io.github.getvari/vari-mcp MCP server
0★ repo6 hydration calculators for LLMs: water intake, dehydration, pregnancy, CKD, athlete, energy.
ghdejr11-beep/saju-mcp/io.github.ghdejr11-beep/saju-mcp MCP server
no license0★ repoKorean Four Pillars of Destiny (Saju/Bazi): calculate, interpret, compatibility & daily fortune.
giskard09/giskard-memory/io.github.giskard09/memory MCP server
0★ repoPay-per-use semantic memory for AI agents. SHA256 commitment, Ed25519 sig, Lightning.
gitcookman/Earth-2-elevation-mcp/io.github.gitcookman/earth-2-elevation-mcp MCP server
0★ repoLocal stdio MCP server for Open-Elevation single, batch, and profile lookups.
gilesdawe/tokei-agent/io.github.gilesdawe/tokei-agent MCP server
20 days old0★ repoControl your Tokei (tokei.io) pre-launch and waitlist campaigns from AI agents and the command line.
githunt-agent/githunt-mcp/io.github.githunt-agent/githunt-mcp MCP server
17 days old0★ repoSearch, rank, and analyze GitHub developers for tech recruiting via GitHunt's API.
gitlumen-team/gitlumen-mcp/io.github.gitlumen-team/gitlumen-mcp MCP server
no license0★ repoScreens public GitHub repos and PRs to generate risk maps, findings, and merge-readiness signals.
giuseppesocci-bot/kalicart-global/io.github.giuseppesocci-bot/kalicart-global MCP server
no license0★ repoFederated commerce search across independent WooCommerce merchants. Keyless, read-only MCP server.
glivera/seo-audit-mcp-server/io.github.glivera/seo-audit MCP server
no license0★ repoProfessional SEO auditing: 15 tools, 9 checks, CWV, E-E-A-T, schema, GEO. Free tier.
globalion/video-render-mcp/io.github.globalion/video-render-mcp MCP server
29 days old0★ repoFireship-style short videos from a topic — Remotion motion graphics, word-timed captions, 1080p.
glc-rag/geo-mcp/io.github.glc-rag/geo-mcp MCP server
15 days old0★ repoFree GeoNames MCP: countries, cities, POIs, distance & nearby. Remote HTTP + agent token signup.
godesigntech/freelancer-mcp-server/io.github.godesigntech/freelancer-mcp-server MCP server
0★ repoSearch, bid, and message clients on Freelancer.com from Claude. Multi-account support.
StressZero MCP - Burnout Risk Scoring
gomessoaresemmanuel-cpu/stresszero-mcp/io.github.gomessoaresemmanuel-cpu/stresszero-mcp MCP server
0★ repoBurnout risk scoring across 3 dimensions (physical, emotional, effectiveness)
goodfel10w/WelcomeTextGenerator/io.github.goodfel10w/welcome-text-generator-mcp MCP server
0★ repoMCP Server für automatische Generierung professioneller Willkommenstexte für neue Mitarbeiter
gooodbilling/mcp-server/io.github.gooodbilling/mcp-server MCP server
0★ repoGooodBilling 公式 MCP Server — Claude Desktop / Cursor 等の MCP 対応クライアントから AI ファーストで請求書・見積を操作する
governmyai/mcp-server/io.github.governmyai/mcp-server MCP server
0★ repoAI compliance obligations across EU AI Act, ISO 42001, Colorado AI Act, NIST, HIPAA, SOX, FTC
MCP GSC AI Agent Carrier Class Fleet
greencore-solutions/gsc-fleet-mcp/io.github.greencore-solutions/gsc-fleet-mcp MCP server
21 days old0★ repoBPC Sustainable Carrier Agents - Low Token Zero Inference
MCP CPG Human in the Loop (HITL)
greencore-solutions/cpg-human-in-the-loop/io.github.greencore-solutions/cpg-human-in-the-loop MCP server
21 days old0★ repoNavigator for BPC Agentic Procurement
greenmtnsun/GitEasy/io.github.greenmtnsun/giteasy MCP server
0★ repo21 plain-English git tools as an MCP server. No jargon.
greencore-solutions/cpg-agent-protocols/io.github.greencore-solutions/cpg-agent-protocols MCP server
21 days old0★ repoBPC Agentic Commerce Signals
groupdocs-annotation/GroupDocs.Annotation.Mcp/io.github.groupdocs-annotation/groupdocs-annotation-mcp MCP server
0★ repoMCP server for GroupDocs.Annotation — add, list, update, remove document annotations via AI agents.
groupdocs-conversion/GroupDocs.Conversion.Mcp/io.github.groupdocs-conversion/groupdocs-conversion-mcp MCP server
0★ repoMCP server for GroupDocs.Conversion — convert, inspect, and list supported formats via AI agents.
groupdocs-markdown/GroupDocs.Markdown.Mcp/io.github.groupdocs-markdown/groupdocs-markdown-mcp MCP server
0★ repoMCP server for GroupDocs.Markdown — convert documents to Markdown via AI agents.
groupdocs-parser/GroupDocs.Parser.Mcp/io.github.groupdocs-parser/groupdocs-parser-mcp MCP server
0★ repoMCP server for GroupDocs.Parser — extract text, images, metadata, tables, barcodes via AI.
groupdocs-redaction/GroupDocs.Redaction.Mcp/io.github.groupdocs-redaction/groupdocs-redaction-mcp MCP server
0★ repoMCP server for GroupDocs.Redaction — redact text, metadata, annotations, image areas via AI agents.
groupdocs-signature/GroupDocs.Signature.Mcp/io.github.groupdocs-signature/groupdocs-signature-mcp MCP server
0★ repoMCP server for GroupDocs.Signature — sign, search and verify document signatures via AI agents.
groupdocs-total/GroupDocs.Total.Mcp/io.github.groupdocs-total/groupdocs-total-mcp MCP server
0★ repoMCP server for GroupDocs.Total — annotate, sign, convert, watermark, parse, redact documents via AI.
groupdocs-viewer/GroupDocs.Viewer.Mcp/io.github.groupdocs-viewer/groupdocs-viewer-mcp MCP server
0★ repoMCP server for GroupDocs.Viewer — render pages as PNG and inspect view info via AI agents.
groupdocs-watermark/GroupDocs.Watermark.Mcp/io.github.groupdocs-watermark/groupdocs-watermark-mcp MCP server
0★ repoMCP server for GroupDocs.Watermark — add and search document watermarks via AI agents.
gsc-em/a2a-mcp-cpg/io.github.gsc-em/a2a-mcp-cpg MCP server
0★ repoA2A MCP & CPG Rails: HBPC (Hygiene + Beauty Personal Care) procurement and ESG.
groupdocs-merger/GroupDocs.Merger.Mcp/io.github.groupdocs-merger/groupdocs-merger-mcp MCP server
0★ repoMCP server for GroupDocs.Merger — merge, split, and inspect documents via AI agents.
gsepcore/gsep-mcp/io.github.gsepcore/gsep-mcp MCP server
no license0★ repoAI agent security via MCP: C3 firewall, C4 immune system, C5 action guard, self-evolving prompts.
gucci10248/JEFFREY/io.github.gucci10248/biomcp MCP server
0★ repo50+ biomedical data sources in one MCP server — PubMed, ClinVar, gnomAD, KEGG, and more
guanqun-yang/mcp-server-r-counter/io.github.guanqun-yang/mcp-server-r-counter MCP server
no license0★ repoA MCP Server Counting Number of r's for a Given Query
gtorreal/buda-mcp/io.github.gtorreal/buda-mcp MCP server
0★ repoBuda.com market data: prices, spreads, OHLCV, order books, trades, and volume for CLP, COP, PEN.
guidance-ai/guidance-lark-mcp/io.github.guidance-ai/guidance-lark-mcp MCP server
0★ repoValidate and test llguidance grammars with batch testing and documentation
gurvinder-dhillon/powerbi-mcp/io.github.gurvinder-dhillon/powerbi-mcp MCP server
0★ repoPowerBI REST API integration. Query workspaces, datasets, and execute DAX queries via MCP.
guth01/EventsOrg-MCP/io.github.guth01/eventsorg-mcp MCP server
0★ repoAutonomous MCP server and background agent for managing live event logistics.
guykJfrog/jfrog-dummy-mcp/io.github.guykJfrog/jfrog-dummy-mcp MCP server
no license0★ repoJFrog dummy MCP server
guzz-labs/epwforge-mcp/io.github.guzz-labs/epwforge-mcp MCP server
0★ repoEPW/DDY weather files - TMY/AMY/CMIP6 morphing, UHI, events, smoke. 3 of 4 tools anon-free.
h2bis-dev/h2bis-project-brain-mcp/io.github.h2bis-dev/h2bis-projectbrain-mcp MCP server
no license0★ repoConnect AI agents to H2BIS ProjectBrain - manage projects, use cases, and capabilities via MCP.
haiiibin/acb-tax-mcp/io.github.haiiibin/acb-tax-mcp MCP server
29 days old0★ repoCanadian ACB and capital gains: average-cost, per-disposition gains, superficial-loss detection.
hadriangateway/platter/io.github.hadriangateway/platter MCP server
0★ repoMCP server exposing Read, Write, Edit, Bash, Glob, Grep, and JS tools over stdio.
halversondm/jolt-transform-web/io.github.halversondm/jolt-transform-web MCP server
0★ repoAn MCP server that provides bazaarvoic JOLT transformation capabilities.
n3m1/solematica-mcp/io.github.hanicker/solematica-mcp MCP server
0★ repoSolar estimates, provider comparison, energy prices and blog for Italy
hannasdev/mcp-writing/io.github.hannasdev/mcp-writing MCP server
0★ repoMetadata-first fiction editing and reasoning tools for long-form writing projects.
harshil-projects/taxbrainai-mcp/io.github.harshil-projects/taxbrainai-mcp MCP server
0★ repo8 offline Indian income-tax MCP tools: deterministic compute, regimes, citations, notices.
harshitAgr/codabench-mcp/io.github.harshitAgr/codabench-mcp MCP server
0★ repoMCP server for the Codabench REST API — drives a full ML-benchmark participant workflow.
hassanahashish-design/agent-signals-mcp/io.github.hassanahashish-design/agent-signals-mcp MCP server
no license0★ repoHiring, SEC, research papers, GitHub & Hacker News as JSON for AI agents. Pay-per-result on Apify.
heavyblotto/caelus/io.github.heavyblotto/caelus-mcp MCP server
0★ repo34-tool Caelus MCP for validated astrology: charts, transits, Vedic, facts, sky view, synthetic.
hedging8563/tokenlab-mcp-server/io.github.hedging8563/tokenlab MCP server
0★ repoTokenLab MCP server: 31 default and 80 full-profile tools for models, media, tasks, and files.
helbertparanhos/clickup-mcp-pro/io.github.helbertparanhos/clickup-mcp-pro MCP server
0★ repoThe most complete ClickUp MCP server — 161 tools + clickup_raw for the full v2/v3 API.
helbertparanhos/vercel-mcp-pro/io.github.helbertparanhos/vercel-mcp-pro MCP server
0★ repoComplete Vercel MCP: deploys, logs, projects, env, domains, DNS, certs via the full REST API
hellovelop/limelink-mcp-server/io.github.hellovelop/limelink-mcp-server MCP server
no license0★ repoMCP server for Limelink dynamic links with deep linking, social previews, and UTM tracking
helloderekg/skim-mcp/io.github.helloderekg/skim-mcp MCP server
0★ repoLossless skim-then-expand reading of big files, repos, and command output with far fewer tokens