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
TheAiSingularity/agentic-research-engine-oss/io.github.TheAiSingularity/agentic-research MCP server
1★ repoLocal research agent that verifies its own answers. Runs on Gemma 3 4B + Ollama, $0/query.
The-Doxa-Way/doxa-mcp-schema/io.github.TheDoxaWay/doxa-mcp MCP server
1★ repoChristian AI for any question, in any season. Bible (BSB), grace + truth. faith.tools 5/5.
TheNextGenNexus/ai-analytics-mcp-servers/io.github.TheNextGenNexus/finance-mcp-server MCP server
no license1★ repoGet stock data, screen stocks, track crypto prices, and monitor exchange rates
Thourum/billy-mcp/io.github.Thourum/billy-mcp MCP server
1★ repoBilly (billy.dk) accounting: invoices, journal entries, trial balance, with write protection.
TomasLucasUTN/godot-mcp-bridge/io.github.TomasLucasUTN/godot-mcp-bridge MCP server
13 days old1★ repoMCP server for Godot game engine integration — control the Godot editor with AI
TradeSystemsNique/FullMt5McpByLeo/io.github.TradeSystemsNique/mt5-mcp-by-leo MCP server
no license1★ repoFull MCP server for MT5: access trades, logs, compilation, etc..
Valyay/nanostores-mcp/io.github.Valyay/nanostores-mcp MCP server
1★ repoDebug and analyze Nanostores apps with AI: scan stores, monitor runtime events, and search docs.
VelixarAi/velixar-mcp-server/io.github.VelixarAi/memory MCP server
1★ repoPersistent memory for AI assistants. Store, search, and recall across sessions.
VelvetSP/web-retrieval-mcp/io.github.VelvetSP/web-retrieval-mcp MCP server
1★ repoMCP web search + tiered web fetch for AI agents (Exa, Firecrawl), SSRF-guarded, cross-platform.
VirajMishra1/bench/io.github.VirajMishra1/bench MCP server
1★ repoDiscover public AI agents, reusable recipes, and trusted benchmark evidence by task.
VitexSoftware/abraflexi-mcp-server/io.github.Vitexus/abraflexi MCP server
no license1★ repoMCP server for AbraFlexi ERP — invoices, contacts, products, bank transactions.
WillHeadlee/Little-Green-Light-MCP-Server/io.github.WillHeadlee/lgl-mcp-server MCP server
no license1★ repoMCP server for Little Green Light CRM. Search donors, log gifts, manage groups and contacts.
XJTLUmedia/Context-First-MCP/io.github.XJTLUmedia/context-first-mcp MCP server
1★ repo37-tool MCP server: context health, memory, reasoning, truthfulness & research pipeline.
XXO47OXX/spa-reader-mcp/io.github.XXO47OXX/spa-reader-mcp MCP server
1★ repoMCP Server that renders JavaScript SPA pages and extracts LLM-ready Markdown content
XWeaponX7/rundida-mcp/io.github.XWeaponX7/rundida-mcp MCP server
1★ repoRunning tools for AI agents: 92 calculators, 46 guides, marathon data, pace and HR zones.
Xvvln/pdf-reader-mcp/io.github.Xvvln/pdf-reader-mcp MCP server
1★ repoMCP server for extracting text, images, tables, links, annotations, and metadata from PDF files.
Yadheedhya06/mcp-server-whoop/io.github.Yadheedhya06/mcp-server-whoop MCP server
23 days old1★ repoLocal-first, read-only WHOOP MCP server for recovery, sleep, strain, workouts, and body signals
YasuakiOmokawa/oura-mcp/io.github.YasuakiOmokawa/oura-mcp MCP server
1★ repoMCP server for Oura Ring API v2 (sleep, activity, readiness, heart rate, workouts).
YonasValentin/mcp-memory-graph/io.github.YonasValentin/mcp-memory-graph MCP server
no license1★ repoLocal-first memory for Claude Code and any MCP client: hybrid search + knowledge graph, $0/token.
Yoshyaes/creator-seo-mcp/io.github.Yoshyaes/creator-seo-mcp MCP server
no license1★ repoSEO MCP server for creators. Ranks Google Search Console opportunities by ad revenue, not clicks.
Yuikij/mcp-turtle-noir/io.github.Yuikij/mcp-turtle-noir MCP server
1★ repoPlay Turtle Soup (lateral thinking puzzles) against a strict AI host with yes/no questioning.
YugantM/hvtracker-mcp/io.github.YugantM/hvtracker-mcp MCP server
1★ repoPre-connect trust checks for AI agents and MCP servers using HVTracker's public trust registry.
Yveshby27/brick-bacnet-mcp/io.github.Yveshby27/brick-bacnet-mcp MCP server
1★ repoRead-only BACnet/IP MCP gateway with Brick + Haystack semantic tagging at ingest
zebpay/zebpay-mcp-server/io.github.ZebpayRajesh/zebpay-mcp-server MCP server
no license1★ repoMCP server for ZebPay crypto exchange — fetch prices, balances, and manage orders
Frontier-Compute/zcash-mcp/io.github.Zk-nd3r/zcash-mcp MCP server
1★ repoZcash shielded operations for AI agents. Memo decoding, attestation, proof verification.
abaiii168/world-cup-2026-mcp-server/io.github.abaiii168/world-cup-2026 MCP server
1★ repoFree MCP server for World Cup 2026 fixtures, local kickoff times, and Dataset JSON-LD.
abhiyoheswaran1/AgentLoopKit/io.github.abhiyoheswaran1/agentloopkit MCP server
1★ repoRead-only MCP server for AgentLoopKit tasks, policies, reports, handoffs, and status.
abm-dev-git/abm-mcp/io.github.abm-dev-git/abm-mcp MCP server
1★ repoabm.dev — the account-based marketing API for AI agents: Search, Enrich, and Create across B2B.
acabala/apidog-tests-mcp/io.github.acabala/apidog-tests-mcp MCP server
1★ repoMCP server for managing Apidog test cases, scenarios, suites, and test data
Multi-account MCP for Gmail, Calendar, Drive, Docs, and Sheets — 61 tools, token
adelaidasofia/google-workspace-mcp/io.github.adelaidasofia/google-workspace-mcp MCP server
1★ repoMulti-account MCP for Gmail, Calendar, Drive, Docs, and Sheets — 61 tools, token-efficient, macOS…
Multi-workspace Slack MCP server with draft+confirm safety, vault auto-export, a
adelaidasofia/slack-mcp/io.github.adelaidasofia/slack-mcp MCP server
1★ repoMulti-workspace Slack MCP server with draft+confirm safety, vault auto-export, and triple-mode…
Linear MCP (multi-workspace, PAT auth)
adelaidasofia/linear-mcp/io.github.adelaidasofia/linear-mcp MCP server
1★ repoMulti-workspace Linear MCP — PAT auth, 57 tools + 3 prompts, substrate enforcement, drop-in.
adigold/tracktag-mcp/io.github.adigold/tracktag-mcp MCP server
14 days old1★ repoAI music analysis for agents: BPM, key, genres, moods, instruments and 35+ tags per track.
adorbistech/adorbis-mcp/io.github.adorbistech/adorbis-mcp MCP server
no license1★ repoAdorbis AI MCP server. One key, 40+ models, auto-routed.
adriancisnerosspeed-hub/civic-library-mcp/io.github.adriancisnerosspeed-hub/civic-library-mcp MCP server
1★ repoUS civic & property data: geocoding, census tracts, Opportunity Zones, FEMA flood zones.
Agent Passport System — Cryptographic Identity for AI Agents
aeoess/agent-passport-mcp/io.github.aeoess/agent-passport-mcp MCP server
1★ repoCryptographic identity, delegation, governance, and commerce for AI agents. 150 tools.
afghanfansmedia-ai/songcheck-mcp/io.github.afghanfansmedia-ai/songcheck-mcp MCP server
29 days old1★ repoIs this song AI or human? Detect AI-generated music (Suno, Udio) from any AI agent.
aethynio/aethyn-browser-mcp/io.github.aethynio/aethyn-browser-mcp MCP server
27 days old1★ repoLocal Playwright browser through residential proxies — agent picks country + sticky identity
agentbodegastore/agentbodega/io.github.agentbodegastore/agentbodega-mcp MCP server
1★ repoDiscover AgentBodega paid data tools, contracts, and x402/L402 HTTP payment handoff metadata.
agentlux/agentlux-mcp/io.github.agentlux/agentlux MCP server
1★ repoHosted AgentLux MCP server for marketplace, identity, creator, services, and social flows.
agntcy/dir-mcp/io.github.agntcy/dir-mcp MCP server
1★ repoMCP server for working with OASF agent records in the Agntcy Directory.
aide-memory/aide-memory/io.github.aide-memory/aide-memory MCP server
no license1★ repoPersistent memory layer for AI coding agents — your agent remembers what you taught it.
alex-odoo/myfinance-mcp/io.github.alex-odoo/myfinance-mcp MCP server
25 days old1★ repoPersonal finance by conversation: expenses, receipts, statement import, budgets, net worth.
alexalexalex222/frontend-design-loop-mcp/io.github.alexalexalex222/frontend-design-loop-mcp MCP server
1★ repoDesign-first MCP for coding agents that improves websites with screenshot-grounded iteration.
alexar76/aimarket-mcp/io.github.alexar76/aimarket-mcp MCP server
27 days old1★ repoStreamable-HTTP MCP gateway: web_fetch, web_search, metis_verify (SSRF-hardened).
alexar76/aimarket-plugins/io.github.alexar76/aimarket-plugins MCP server
1★ repoStdio MCP packager: AIMarket hub plugins into self-hosted MCP server products.
Walmart Connect Advertising APIs
alyiox/mcp-walmart-ads/io.github.alyiox/mcp-walmart-ads MCP server
1★ repoMCP server for Walmart Connect Ads APIs (Sponsored Search + Display)
andretaki/hazmat-cfr-mcp/io.github.andretaki/hazmat-cfr-mcp MCP server
1★ repoComplete 49 CFR 172.101 hazmat table lookup with special-provision decoding, cited to eCFR.
andrijdavid/bazos-mcp/io.github.andrijdavid/bazos-mcp MCP server
no license1★ repoMCP server for interacting with Bazos.cz and Bazos.sk
andysalvo/agentic-platform/io.github.andysalvo/agentic-platform MCP server
1★ repoFree MCP tools: the only MCP linter, health checks, cost estimation, and trust evaluation.
antohins/seo-tools-mcp/io.github.antohins/seo-tools-mcp-metrika MCP server
21 days old1★ repoMCP server for Yandex.Metrica Stat API (read-only).
aoreshkov/oracle-forms-mcp/io.github.aoreshkov/oracle-forms-mcp MCP server
26 days old1★ repoServes Oracle Forms module content (.fmb/.mmb/.pll/.olb) from a directory to MCP clients.
apatilgtn/k8scortex-mcp/io.github.apatilgtn/k8scortex-mcp MCP server
1★ repoKubernetes MCP server: 75 tools for GKE, AKS, EKS, RBAC, audit logging, GitOps, multi-cluster.
ar-agents/ar-agents/io.github.ar-agents/mcp MCP server
1★ repoArgentine business automation: Mercado Pago, AFIP/ARCA, WhatsApp, banking, shipping (7 packages).
arbadacarbaYK/gittr-mcp/io.github.arbadacarbaYK/gittr-mcp MCP server
no license1★ repoGit on Nostr via gittr.space: repos, push, issues, PRs, stars, bounties. Nostr identity (NIP-34).
araujota/arcagent/io.github.araujota/arcagent-mcp MCP server
no license1★ repoArcAgent MCP server for bounty discovery, workspace execution, and verified coding submissions.
ariekogan/ateam-mcp/io.github.ariekogan/ateam-mcp MCP server
no license1★ repoBuild, validate, and deploy multi-agent AI solutions from any AI environment.
arijit-gogoi/mpv-mcp-server/io.github.arijit-gogoi/mpv-mcp-server MCP server
no license1★ repoControl mpv media player — playback, playlists, YouTube streaming, and downloads.
ariroffe72/zmanim-mcp-server/io.github.ariroffe72/zmanim-mcp-server MCP server
1★ repoMCP server providing Jewish prayer times (zmanim) calculations for any location worldwide.
arkheiaai/arkheia-mcp/io.github.arkheiaai/mcp-server MCP server
1★ repoDetect fabrication and hallucination in any LLM output. 30+ models supported.