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
sapientsai/dokploy-mcp-server/io.github.jordanburke/dokploy-mcp-server MCP server
2★ repoDokploy MCP server: manage apps, Docker Compose, databases, domains, backups, and servers.
joshrotenberg/hexpm-mcp/io.github.joshrotenberg/hexpm-mcp MCP server
2★ repoMCP server for hex.pm and hexdocs.pm: search, inspect, compare, and audit Elixir packages
junnnnnw00/obsidian-everywhere/io.github.junnnnnw00/obsidian-everywhere MCP server
22 days old2★ repoGraph-native MCP server for reading, navigating, and safely editing Obsidian vaults.
jztan/qt4-doc-mcp-server/io.github.jztan/qt4-doc-mcp-server MCP server
2★ repoOffline MCP server for local Qt 4.8, Qt 5, and Qt 6 documentation with full-text search.
kaditang/agent-wallet-mcp/io.github.kaditang/agent-wallet-mcp MCP server
2★ repoNon-custodial Solana MCP: compare yields, buy tokenized US stocks (xStocks) & Ondo USDY. You sign.
kaneg/k8s-mcp-go/io.github.kaneg/k8s-mcp-go MCP server
2★ repoSafe Kubernetes access for AI agents via MCP. Read-only by default, with explicit permission modes.
kapillamba4/meta-prompt-mcp/io.github.kapillamba4/meta-prompt-mcp MCP server
2★ repoMCP server providing official Google and Anthropic prompting guides for meta-prompt generation.
khglynn/spotify-bulk-actions-mcp/io.github.khglynn/spotify-bulk-actions-mcp MCP server
2★ repoMCP server for bulk Spotify operations - batch playlist creation, exports, management
kimbo128/DRAIN/io.github.kimbo128/drain-mcp MCP server
2★ repoPay for AI inference with USDC micropayments on Polygon. No API keys needed.
kirill-sviridov/handoff-mcp/io.github.kirill-sviridov/handoff-mcp MCP server
2★ repoCross-session memory for Claude over MCP — prioritised briefs, supersession, cross-project recall.
kitepon-rgb/aiterm-mcp/io.github.kitepon-rgb/aiterm-mcp MCP server
2★ repoClaude Code drives Codex CLI's interactive TUI and durable tmux terminals over MCP.
klimPaskov/hoi4-agent-tools/io.github.klimPaskov/hoi4-agent-tools MCP server
27 days old2★ repoAnalyze HOI4 events, tech trees, AI weights, and MTTH; build focus trees, GUIs, and maps.
koki-develop/esa-mcp-server/io.github.koki-develop/esa-mcp-server MCP server
2★ repoA Model Context Protocol (MCP) server for esa.io
kochetkov-ma/brewpage-openapi/io.github.kochetkov-ma/brewpage-mcp MCP server
2★ repoPublish HTML, Markdown, KV, JSON, and files to brewpage.app from AI assistants. No signup.
lacausecrypto/datamuse-mcp/io.github.lacausecrypto/datamuse-mcp MCP server
2★ repoMCP server for Datamuse word-finding API
lacausecrypto/mcp-poetrydb/io.github.lacausecrypto/poetrydb MCP server
2★ repoClassic poetry search and discovery via PoetryDB.
lacausecrypto/mcp-new-caledonia/io.github.lacausecrypto/mcp-new-caledonia MCP server
2★ repoMCP server for New Caledonia open data (data.gouv.nc)
lifeodyssey/share-html/io.github.lifeodyssey/share-html MCP server
no license2★ repoCreate sandboxed public-unlisted or access-key-protected HTML previews through a remote MCP server.
lordbasilaiassistant-sudo/base-gasless-deploy-mcp/io.github.lordbasilaiassistant-sudo/base-gasless-deploy-mcp MCP server
no license2★ repoMCP server for AI agents to deploy ERC-20 tokens on Base with zero gas fees via CDP Paymaster. Gasle
lordbasilaiassistant-sudo/thryx-mcp-server/io.github.lordbasilaiassistant-sudo/thryx-mcp-server MCP server
2★ repoThryxProtocol v3.1 — gasless AI agent launchpad on Base. 21 tools wrap thryx.fun HTTP API.
m2ai-mcp-servers/mcp-christensen/io.github.m2ai-mcp-servers/mcp-christensen MCP server
2★ repoClayton Christensen persona agent for strategic advisory using disruption theory
maciekaz/ESET-MCP/io.github.maciekaz/eset-mcp MCP server
2★ repoMCP server for the ESET ecosystem - Connect cloud + PROTECT On-Prem, multi-tenant, RO/RW
Incident Response MCP for Apache Airflow
madamak/apache-airflow-mcp-server/io.github.madamak/apache-airflow-mcp-server MCP server
2★ repoDiagnose Airflow failures from UI links with bounded logs and optional recovery actions.
malkreide/fedlex-mcp/io.github.malkreide/fedlex-mcp MCP server
2★ repoSwiss federal law via Fedlex SPARQL endpoint
malkreide/swiss-democracy-mcp/io.github.malkreide/swiss-democracy-mcp MCP server
2★ repoParliament OData, Swissvotes, referendums, voting results
malkreide/swiss-statistics-mcp/io.github.malkreide/swiss-statistics-mcp MCP server
2★ repoBFS STAT-TAB PxWeb API for official Swiss statistics
marcelo-ochoa/servers/io.github.marcelo-ochoa/mikrotik MCP server
no license2★ repoMCP server for MikroTik RouterOS API
marekrost/mcp-server-spreadsheet/io.github.marekrost/mcp-server-spreadsheet MCP server
2★ repoMCP server for spreadsheet files (.xlsx, .csv, .ods) - cell-level ops + DuckDB SQL engine.
markswendsen-code/mcp-southwest/io.github.markswendsen-code/southwest MCP server
no license2★ repoMCP server for Southwest Airlines - search flights, manage bookings
matematicsolutions/mcp-saos/io.github.matematicsolutions/mcp-saos MCP server
2★ repoMCP server for Polish court judgments via the SAOS API with verifiable citations.
mcfredrick/tenkai/io.github.mcfredrick/tenkai-mcp MCP server
no license2★ repoSearch Tenkai Daily AI news for open-source releases, papers, and tools. Updated daily.
mcpcentral-io/mcp-time/io.github.mcpcentral-io/mcp-time MCP server
no license2★ repoTime MCP server via HTTP
mctx-ai/example-mcp-server/io.github.mctx-ai/example-mcp-server MCP server
2★ repoBuild complete Apps with our framework — study or fork this reference implementation. Covers all @mc
metrxbots/mcp-server/io.github.metrxbots/mcp-server MCP server
2★ repoTrack AI agent costs, detect waste, optimize models, and prove ROI. 23 MCP tools across 10 domains.
mgriffen/tapsite/io.github.mgriffen/tapsite MCP server
2★ repoMCP server for web inspection, design system extraction, and accessibility audits
mirnoorata/codexa/io.github.mirnoorata/codexa MCP server
2★ repoCodex-native codebase intelligence context compiler and query-only MCP server.
molpha/mcp/io.github.molpha/mcp MCP server
2★ repoMCP server that lets AI agents create, fetch, verify, and publish Molpha oracle data.
moureauf/boe-mcp/io.github.moureauf/boe-mcp MCP server
2★ repoBank of England base rate, rate history, historical lookup, and next MPC meeting date over stdio.
navapbc/rebar/io.github.navapbc/rebar MCP server
2★ repoEvent-sourced ticket system with a Jira reconciler, exposed as an MCP server.
neo4j-labs/neo4j-mcp-canary/io.github.neo4j-labs/neo4j-mcp-canary MCP server
no license2★ repoNeo4j MCP Canary — The canary goes first so the rest of us know what's coming
neturely/okffs/io.github.neturely/okffs MCP server
2★ repoMCP server connecting Claude Code to GitHub for an issue to branch to PR to close workflow.
neurynae/toolcairn-mcp/io.github.neurynae/toolcairn-mcp MCP server
2★ repoMCP server for tool discovery: find, compare, and verify tools across 35+ registries.
noblabs/lit-forge-mcp/io.github.noblabs/lit-forge-mcp MCP server
2★ repoAsset planning, market data, econ releases, central bank speakers, US macro, geopolitical. 19 tools.
nogoo9/mcp-server-cloud-fs/io.github.nogoo9/mcp-server-cloud-fs MCP server
no license2★ repoCloud replacement for mcp-server-filesystem — 20 tools for S3, Azure Blob, and GCS
notasandy/mcp-code-sanitizer/io.github.notasandy/mcp-code-sanitizer MCP server
2★ repoStrict AI code reviewer powered by Groq. Finds bugs and vulnerabilities.
nsphung/mcp-snowflake-server/io.github.nsphung/mcp-snowflake-server MCP server
2★ repoA Snowflake MCP server — SQL queries, schema exploration, and data insights for AI assistants
oaslananka/mcp-suite/io.github.oaslananka/composer MCP server
2★ repoAggregate multiple MCP backends behind a single stdio endpoint with namespaced routing.
oaslananka/debug-recorder-mcp/io.github.oaslananka/debug-recorder-mcp MCP server
2★ repoRecord debug sessions, commands, failed attempts, and successful fixes in local SQLite storage.
oaslananka/infra-lens-mcp/io.github.oaslananka/infra-lens-mcp MCP server
2★ repoSSH Linux metrics, baselines, anomaly detection, and plain-English infrastructure explanations.
oaslananka/health-monitor-mcp/io.github.oaslananka/health-monitor-mcp MCP server
2★ repoMonitor MCP, CI, and HTTP targets with health history, TLS expiry, assertions, and diagnostics
oaslananka/ssh-mcp-pro/io.github.oaslananka/ssh-mcp-pro MCP server
2★ repoSecure MCP SSH automation server with policy controls, resources, prompts, stdio, and HTTP.
ochtum/CaptureScreenMCP/io.github.ochtum/capture-screen MCP server
2★ repoWindows screen capture MCP server with display, region, and active-window capture tools.
ofershap/mcp-server-github-gist/io.github.ofershap/github-gist MCP server
2★ repoMCP server to create, read, update, list, and search GitHub Gists from your IDE
ofershap/mcp-server-docker/io.github.ofershap/docker MCP server
2★ repoMCP server for Docker — manage containers, images, volumes, and compose services from your IDE
open-and-sustainable/alembica/io.github.open-and-sustainable/alembica-mcp MCP server
2★ repoMCP server for Alembica validation, extraction, cost estimation, and schema queries.
opengolfapi/mcp-server/io.github.opengolfapi/mcp-server MCP server
2★ repoGolf for AI agents — every US course free, plus open contribution, identity & tournaments.
openpoem/spec-score-mcp/io.github.openpoem/spec-score-mcp MCP server
2★ repoScore your specs before feeding them to an LLM. MCP server with radar chart visualization.
oscal-compass/compliance-trestle-mcp/io.github.oscal-compass/compliance-trestle-mcp MCP server
2★ repoAn MCP server that provides tools to author OSCAL security compliance documentation
pablixnieto2/etld-mcp-server/io.github.pablixnieto2/etld-mcp-server MCP server
no license2★ repoDeterministic B2B Data Middleware. Waterfall parsing for CSV, EDI, SEC & Finance. No hallucinations.
pareen/monad-mcp/io.github.pareen/monad-mcp MCP server
2★ repoMonad blockchain gateway for AI agents: balances, transfers, swaps, DeFi, with Privy signing.