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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

  • Mcp

    Massed-Compute/massed-compute-mcp/io.github.Massed-Compute/mcp MCP server

    0★ repo

    Massed Compute MCP — browse GPU inventory, launch and manage VMs, audit billing.

  • cxg-census-mcp

    MaxMLang/cxg-census-mcp/io.github.MaxMLang/cxg-census-mcp MCP server

    no license0★ repo

    MCP server for the CZ CELLxGENE Census. Single-cell, ontology-aware. Community, unaffiliated.

  • Carbon Footprint Calculator

    MayankTalwar0/carbon-footprint-mcp/io.github.MayankTalwar0/carbon-footprint-mcp MCP server

    0★ repo

    An MCP server for calculating carbon footprints from bank statements using EPA GHG emission factors.

  • Mcp server

    MealMasteryAI/mcp-server/io.github.MealMasteryAI/mcp-server MCP server

    0★ repo

    AI meal planning: generate weekly plans, manage recipes, and send groceries to Kroger.

  • Startup finance metrics

    MayankTalwar0/startup-finance-metrics/io.github.MayankTalwar0/startup-finance-metrics MCP server

    0★ repo

    An MCP server for analyzing startup financial health and generating metrics reports locally.

  • Scaleforge mcp meta ads

    Mike25app/scaleforge-mcp-meta-ads/io.github.Mike25app/scaleforge-mcp-meta-ads MCP server

    0★ repo

    Meta Ads MCP by ScaleForge — control Facebook & Instagram Ads via Graph API v24.0. 32 tools.

  • Kilonova MCP

    MilnaOS/kilonova-mcp/io.github.MilnaOS/kilonova-mcp MCP server

    29 days old0★ repo

    Persistent local knowledge for AI coding agents with structured records, search, and DOT context.

  • Mina mcp server

    MinaProtocol/mina-mcp-server/io.github.MinaProtocol/mina-mcp-server MCP server

    0★ repo

    Query Mina Protocol: accounts, blocks, transactions, zkApp events/actions, archive SQL, Rosetta.

  • HireNimbus MCP Server

    Hire-Nimbus/nimbus-mcp-server/io.github.Mishakivskiy/hirenimbus-mcp MCP server

    no license0★ repo

    Find and book verified local home service professionals through AI agents.

  • Linux MCP

    Mohabdo21/linux-mcp/io.github.Mohabdo21/linux-mcp MCP server

    0★ repo

    Linux MCP server for real-time system monitoring - CPU, memory, disk, network, processes, Docker.

  • Mcp server vivino

    MrBridgeHQ/vivino-mcp/io.github.MrBridgeHQ/mcp-server-vivino MCP server

    0★ repo

    Vivino wine data for AI assistants: search, explore, wine details and meal-aware recommendations

  • Stockmatrix mcp

    MongLong0214/stock-ai-newsletter/io.github.MongLong0214/stockmatrix-mcp MCP server

    no license0★ repo

    Korean stock market theme lifecycle analysis (TLI) — rankings, stock lookup, predictions & prompts

  • Citecite mcp

    MukundaKatta/mcp-stack/io.github.MukundaKatta/citecite-mcp MCP server

    0★ repo

    Inject, parse, and strip [N] citation markers in RAG outputs.

  • Mhlabs mcp tools

    MusaddiqueHussainLabs/mhlabs_mcp_tools/io.github.MusaddiqueHussainLabs/mhlabs_mcp_tools MCP server

    0★ repo

    An MCP server that provides text preprocessing, NLP components, and document analysis

  • Nandi proxmox mcp

    NANDI-Services/proxmox-mcp/io.github.NANDI-Services/nandi-proxmox-mcp MCP server

    0★ repo

    MCP server for Proxmox VE management (VM, LXC, nodes)

  • WhatsApp Chat Reader (Unofficial)

    NabheetCloud/wa-chat-reader/io.github.NabheetCloud/wa-chat-reader MCP server

    0★ repo

    Unofficial read-only MCP server for your local WhatsApp chat history (stays on your machine).

  • Psychopathia mcp

    NellInc/psychopathia-mcp/io.github.NellInc/psychopathia-mcp MCP server

    no license0★ repo

    Read-only tools over the Psychopathia Machinalis nosology: 79 conditions, 11 tools.

  • Saferagenticai mcp

    NellInc/saferagenticai-mcp/io.github.NellInc/saferagenticai-mcp MCP server

    0★ repo

    Read-only tools over the Safer Agentic AI framework: 238 patterns + 14 heuristics.

  • Aide mcp server

    NetApp/aide-mcp-server/io.github.NetApp/aide-mcp-server MCP server

    0★ repo

    MCP server for NetApp AI Data Engine

  • N3MemoryCore Lite (Working Memory)

    NeuralNexusNote/n3mcmcp-lite/io.github.NeuralNexusNote/n3mc-workingmemory MCP server

    0★ repo

    Ephemeral 7-day hybrid vector+BM25 working memory, multilingual, backed by Redis Stack.

  • MCP Commerce Server Starter

    NewPlanetWW/mcp-commerce-starter/io.github.NewPlanetWW/mcp-commerce-starter MCP server

    no license0★ repo

    FastMCP commerce server starter: product catalog, search, and checkout. Deploy to Vercel in 5 min.

  • ABAPilot

    NicoHern/abapilot-mcp/io.github.NicoHern/abapilot-mcp MCP server

    18 days old0★ repo

    MCP server for SAP ECC and on-premise S/4HANA: natural-language queries and ABAP dev tooling.

  • Vectordecisions mcp server

    NikitaDatar/vectordecisions-mcp-server/io.github.NikitaDatar/vectordecisions-mcp-server MCP server

    no license0★ repo

    AI Governance MCP Server - GATRI trust scoring, kill-switch, EU AI Act compliance for Claude

  • Contextual mcp server

    NitishGourishetty/contextual-mcp-server/io.github.NitishGourishetty/contextual-mcp-server MCP server

    no license0★ repo

    RAG-enabled MCP server using Contextual AI. Supports single-agent and multi-agent modes.

  • Nodeflare mcp

    Nodeflare-app/nodeflare-mcp/io.github.Nodeflare-app/nodeflare-mcp MCP server

    0★ repo

    Blockchain JSON-RPC on 23 EVM chains for AI agents - free tier, API key, or x402 pay-per-call.

  • SqlServerMcp

    Nithish1206/SqlServerMcp.NuGet/io.github.Nithish1206/SqlServerMcp MCP server

    0★ repo

    MCP server for SQL Server: schema inspection, safe read-only queries, query plan analysis

  • Canton mcp

    Noves-Inc/canton-mcp/io.github.Noves-Inc/canton-mcp MCP server

    0★ repo

    Query Canton Network balances, rewards, transactions, prices, and identity from any AI agent.

  • Calendly mcp server

    NyxToolsDev/calendly-mcp-server/io.github.NyxToolsDev/calendly-mcp-server MCP server

    0★ repo

    Connect Claude to Calendly — schedule meetings, check availability, manage events

  • Founden mcp

    O-mega-Enterprise/founden-mcp/io.github.O-mega-Enterprise/founden-mcp MCP server

    0★ repo

    Build your company over chat: website, app, and admin built in the cloud. One API key.

  • Suprsonic mcp

    O-mega-Enterprise/suprsonic-mcp/io.github.O-mega-Enterprise/suprsonic-mcp MCP server

    0★ repo

    One API key, dozens of capabilities for your AI agent. Zero provider auth.

  • Rive mcp

    ODU33104/rive-mcp/io.github.ODU33104/rive-mcp MCP server

    22 days old0★ repo

    Free, editor-less MCP server for Rive: create, edit, inspect, render and preview .riv animations

  • Quickbooks mcp server

    NyxToolsDev/quickbooks-mcp-server/io.github.NyxToolsDev/quickbooks-mcp-server MCP server

    0★ repo

    Connect Claude to QuickBooks Online — query finances, create invoices, run reports

  • Colber mcp

    Obi49/Colber/io.github.Obi49/colber-mcp MCP server

    0★ repo

    Trust + coordination infrastructure for the agent economy. 27 tools across 6 Colber modules.

  • Rhizome MCP

    Odrin/rhizome-mcp/io.github.Odrin/rhizome-mcp MCP server

    24 days old0★ repo

    Local-first MCP server for task tracking and coordination of autonomous AI coding agents.

  • Bizfile MCP

    OjasKord/bizfile-mcp/io.github.OjasKord/bizfile-mcp MCP server

    0★ repo

    Company intelligence via UK Companies House and risk screening across 386 risk data sources.

  • Data Compliance Classifier MCP

    OjasKord/data-compliance-mcp/io.github.OjasKord/data-compliance-mcp MCP server

    0★ repo

    Classify data safety before storing or sharing. GDPR, HIPAA, PCI-DSS, CCPA. AI-powered.

  • Tender MCP

    OjasKord/tender-mcp/io.github.OjasKord/tender-mcp MCP server

    0★ repo

    Government tender search for AI agents. UK, EU and US procurement opportunities.

  • Local Model Suitability MCP

    OjasKord/local-model-suitability-mcp/io.github.OjasKord/local-model-suitability-mcp MCP server

    0★ repo

    Check if a task runs locally vs cloud. Save money on calls that don't need cloud inference.

  • VAT Validator MCP

    OjasKord/vat-validator-mcp/io.github.OjasKord/vat-validator-mcp MCP server

    0★ repo

    Validate EU, UK, AU VAT numbers for AI agents. EU ViDA e-invoicing compliance.

  • Agent Revenue Copilot

    Olddun/earn10-clawtasks-deliverables/io.github.Olddun/agent-revenue-copilot MCP server

    no license0★ repo

    MCP/x402 starter audit; payment-ready buyers call buy_now first.

  • Omnisockit mcp

    OmniSocKit/omnisockit-mcp/io.github.OmniSocKit/omnisockit-mcp MCP server

    0★ repo

    Turn your AI into a WeCom development expert. 41 SKILLs, 550+ APIs.

  • Open mcp registry

    OnticX/search-mcp-registry/io.github.OnticX/open-mcp-registry MCP server

    no license0★ repo

    Search and discover MCP servers from the MCP Registry.

  • Db metadata extractor mcp

    Optisol-Business/db-metadata-extractor-mcp/io.github.Optisol-Business/db-metadata-extractor-mcp MCP server

    no license0★ repo

    Extract database metadata from PostgreSQL, Snowflake, SQL Server, BigQuery, and Oracle.

  • Discord node mcp

    Oratorian/discord-node-mcp/io.github.Oratorian/discord-node-mcp MCP server

    0★ repo

    MCP server for controlling Discord servers via bot token

  • osu! MCP

    Osyanne/osu-mcp/io.github.Osyanne/osu-mcp MCP server

    0★ repo

    MCP server exposing the osu! API v2: player stats, scores, beatmap search, rankings.

  • Freeagent mcp server

    OxygenBubbles/freeagent-mcp-server/io.github.OxygenBubbles/freeagent-mcp-server MCP server

    0★ repo

    FreeAgent accounting MCP: bank reconciliation, expenses, mileage claims and receipts.

  • Gyibb mcp

    Patheras/gyibb-mcp/io.github.Patheras/gyibb-mcp MCP server

    no license0★ repo

    Cited product-review verdicts from real user voices — free remote MCP, no API key.

  • Stylesafe

    Patrizzos/stylesafe/io.github.Patrizzos/stylesafe MCP server

    0★ repo

    MCP server and CLI that catches CSS cascade conflicts and Tailwind utility clashes before they ship.

  • Gemini

    PavelGuzenfeld/gemini-mcp/io.github.PavelGuzenfeld/gemini MCP server

    0★ repo

    MCP server that exposes Google Gemini as tools for Claude Code

  • Media forge

    PavelGuzenfeld/mcp-media-forge/io.github.PavelGuzenfeld/media-forge MCP server

    0★ repo

    MCP server for generating diagrams, charts, presentations, and animations for Markdown documentation

  • Subgraph registry mcp

    PaulieB14/subgraph-registry/io.github.PaulieB14/subgraph-registry-mcp MCP server

    0★ repo

    Discover and query 15,500+ classified subgraphs on The Graph Network

  • Perf mcp

    Perf-Technology/perf-mcp/io.github.Perf-AI/perf-mcp MCP server

    0★ repo

    Fact-check and fix AI outputs. Hallucination detection, schema validation, auto-repair.

  • Payotte mcp

    Payotte-com/payotte-mcp/io.github.Payotte-com/payotte-mcp MCP server

    16 days old0★ repo

    Verified Canadian real-estate experts: find a vetted pro, verify a licence, city market stats.

  • Deep research mcp server

    Perufitlife/deep-research-mcp-server/io.github.Perufitlife/deep-research-mcp-server MCP server

    no license0★ repo

    Web search, clean page reading & one-call research dossiers for AI agents. No API key.

  • Postwire mcp

    Perufitlife/postwire-mcp/io.github.Perufitlife/postwire-mcp MCP server

    no license0★ repo

    Smart Distribute: one prompt → the best native post per platform, then publish via MCP.

  • Kit memory demo

    PeterAtPondo/kit-demo-mcp/io.github.PeterAtPondo/kit-memory-demo MCP server

    14 days old0★ repo

    Identity substrate for agents: not an agent, not a memory API. It dreams. Context outlives windows.

  • Vertaaux mcp

    VertaaUX/mcp-server/io.github.PetriLahdelma/vertaaux-mcp MCP server

    0★ repo

    Autonomous UX and a11y audit, fix, and verify loop. 38 tools, framework-aware patches.

  • Second brain mcp

    Portaltocoding/second-brain-mcp/io.github.Portaltocoding/second-brain-mcp MCP server

    28 days old0★ repo

    Second brain en Obsidian: notas, conceptos como nodos, resurfacing y salud del grafo. En castellano.

  • Prismix status mcp

    Prismor/prismix-status-mcp/io.github.Prismor/prismix-status-mcp MCP server

    18 days old0★ repo

    Real-time status for 75+ AI services (OpenAI, Anthropic, Cursor). No auth, CORS-enabled.

  • Bind alias plus mcp

    Prohect/BindAliasPlus-MCP/io.github.Prohect/bind-alias-plus-mcp MCP server

    16 days old0★ repo

    MCP bridge for BindAliasPlus Minecraft mod: game state, screenshots, aliases, and config editing.