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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

  • Base MCP Resolver

    thgun2yerhed/agent-services-v2/io.github.thgun2yerhed/base-mcp-resolver MCP server

    no license0★ repo

    Free onboarding tool providing authentic live transaction analysis on Base mainnet.

  • Soldefi mcp

    thomenz/soldefi-mcp/io.github.thomenz/soldefi-mcp MCP server

    0★ repo

    Solana DeFi risk intel over x402: rug/honeypot scans, pool analysis, wash-filtered pools.

  • Brdata mcp

    thomenz/brdata-mcp/io.github.thomenz/brdata-mcp MCP server

    0★ repo

    Brazilian company, risk & public-tender data (CNPJ, CEIS/CNEP, PNCP) as x402-paid agent tools

  • Brmarket mcp

    thomenz/brmarket-mcp/io.github.thomenz/brmarket-mcp MCP server

    0★ repo

    Brazilian marketplace search (ML, Shopee, AliExpress) + free import-tax calculator (x402)

  • Mcp server

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

    no license0★ repo

    The stock market, in SQL — scan, replay, or subscribe across ~12k US tickers and top 100 cryptos.

  • Raziel

    tide-foundation/raziel-mcp/io.github.tide-foundation/raziel MCP server

    no license0★ repo

    MCP server teaching AI agents to implement TideCloak: auth, E2EE, IGA, security analysis

  • Mcp gateway

    civicteam/civic-mcp-gateway/io.github.titus-civic/mcp-gateway MCP server

    0★ repo

    Identity, authorization, audit trails, and revocable permissions for AI agents accessing MCP tools.

  • Llmtest mcp

    tjacquesson/llmtest-mcp/io.github.tjacquesson/llmtest-mcp MCP server

    0★ repo

    Benchmark AI models on real prompts. Find cheaper, faster alternatives across 340+ models.

  • Tlaloc mcp

    tlaloc-sh/tlaloc-mcp/io.github.tlaloc-sh/tlaloc-mcp MCP server

    0★ repo

    Official Mexican data for AI agents: CURP, RFC, CFDI, postal codes, phone, SPEI/CEP, DOF, geocoding.

  • Engram

    tomcat65/engram/io.github.tomcat65/engram MCP server

    0★ repo

    Coordination bus + shared truth for AI agent fleets — self-hosted MCP server + stdio bridge.

  • Gateway

    toolhail/toolbroker/io.github.toolhail/gateway MCP server

    no license0★ repo

    Find and call the right MCP server for any task - pay per use, no install.

  • Salonrunner mcp

    topness-msft/salonrunner-mcp/io.github.topness-msft/salonrunner-mcp MCP server

    0★ repo

    Self-hosted MCP to find, book, and cancel salon appointments via SalonRunner.

  • Mapnetwork mcp

    toruproject/mapnetwork-mcp/io.github.toruproject/mapnetwork-mcp MCP server

    0★ repo

    Generate styled PNG/SVG map images of any location with 11 customizable color themes.

  • RPCS-1 Agent Tuner & Translator

    travisbergen2/rpcs1-sdk/io.github.travisbergen2/rpcs1-agent-tuner MCP server

    0★ repo

    Diagnose AI agent failures & translate ambiguous human input into clear intent using RPCS-1.

  • Fooddata central mcp

    trellislabs-hq/fooddata-central-mcp/io.github.trellislabs-hq/fooddata-central-mcp MCP server

    0★ repo

    USDA FoodData Central: food search, nutrition data, and a quality-first find_food tool

  • Mcp server digitalocean

    truecallerabreham/mcp-server-digitalocean/io.github.truecallerabreham/mcp-server-digitalocean MCP server

    0★ repo

    MCP server for DigitalOcean — manage Droplets, databases, domains, and more

  • Mcp

    truetick-gg/mcp/io.github.truetick-gg/mcp MCP server

    0★ repo

    Manage TrueTick Minecraft servers from AI: start/stop, live TPS, console, files, backups, mods.

  • Mcp server

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

    0★ repo

    Check the reputation of AI microservices and public APIs from an open trust registry.

  • Mcp

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

    0★ repo

    Send and manage WhatsApp messages, contacts, templates, and events via Peach AI.

  • Repology mcp server

    tschoonj/repology-mcp-server/io.github.tschoonj/repology-mcp-server MCP server

    0★ repo

    MCP server that provides access to Repology package repository data

  • Turbometrics mcp

    turbopress-de/turbometrics-mcp/io.github.turbopress-de/turbometrics-mcp MCP server

    0★ repo

    Website performance monitoring: scans, Core Web Vitals, RUM data and alerts.

  • Mcp

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

    0★ repo

    MCP server for the Txtcel Solana protocol: agents post and read undeletable on-chain messages.

  • Understand Anything - MCP

    uamcp/Understand-Anything-MCP/io.github.uamcp/ua-mcp MCP server

    0★ repo

    A powerful MCP server for codebase architecture analysis and automated governance.

  • Aipatterns mcp server

    uchit/aipatterns-mcp-server/io.github.uchit/aipatterns-mcp-server MCP server

    0★ repo

    Search AU enterprise AI patterns, benchmarks, incidents, and regulatory changes.

  • Hostaway

    uncfreak1255-code/hostaway-mcp/io.github.uncfreak1255-code/hostaway MCP server

    0★ repo

    Read-only MCP server for Hostaway PMS — guest conversations, reservations, and listings

  • Redis mcp

    upstash/redis-mcp/io.github.upstash/redis-mcp MCP server

    0★ repo

    Run Redis commands and look up Upstash Redis Search docs against Upstash Redis over HTTP or TCP.

  • SocialBu MCP

    usamaejaz/socialbu-mcp/io.github.usamaejaz/socialbu-mcp MCP server

    no license0★ repo

    Manage SocialBu posts, scheduling, publishing, automations, and analytics from MCP clients.

  • Tally mcp

    usualaccountant/tally-mcp/io.github.usualaccountant/tally-mcp MCP server

    no license0★ repo

    AI for Tally Prime and Tally ERP 9. Hosted MCP server to ask your accounts in any language.

  • Mcp

    uuaid/uuaid/io.github.uuaid/mcp MCP server

    0★ repo

    Permanent identity + encrypted, quantum-ready memory that outlives the session, for any AI agent.

  • Release notes mcp

    vaggeliskls/release-notes-mcp/io.github.vaggeliskls/release-notes-mcp MCP server

    no license0★ repo

    A small, generic MCP server for combining GitHub/GitLab/Gitea releases into product release notes

  • Air Quality Mcp

    varvararatta/botfactory-mcp/io.github.varvararatta/air_quality_mcp MCP server

    no license0★ repo

    Stay ahead of pollution with our Air Quality MCP. Access real-time air quality data, including

  • Vtimestamp

    vdappdev2/vtimestamp-mcp/io.github.vdappdev2/vtimestamp MCP server

    0★ repo

    MCP server for verifying and querying vtimestamp proofs on the Verus blockchain

  • Vtimestamp write

    vdappdev2/vtimestamp-mcp-write/io.github.vdappdev2/vtimestamp-write MCP server

    0★ repo

    MCP server for creating vtimestamp proofs on the Verus blockchain via a local or remote daemon

  • Tradernet mcp

    verbart/tradernet-mcp/io.github.verbart/tradernet-mcp MCP server

    no license0★ repo

    MCP server for Tradernet/Freedom24 trading API — portfolio, orders, quotes, and more

  • Tradernet mcp server

    verbart/tradernet-mcp-server/io.github.verbart/tradernet-mcp-server MCP server

    no license0★ repo

    MCP server for Tradernet/Freedom24 trading API — portfolio, orders, quotes, and more

  • Hotel Rate Monitoring API

    veyvey45-eng/travel-monitor-launch-examples/io.github.veyvey45-eng/travel-monitor-launch MCP server

    no license0★ repo

    Remote MCP server for hotel rate monitoring, parity checks, and pricing intelligence via Apify.

  • Vicsee mcp server

    vicseeai/vicsee-mcp-server/io.github.vicseeai/vicsee-mcp-server MCP server

    0★ repo

    Generate, edit and upscale AI video and images from any agent via VicSee.

  • Mcp

    vibeads/mcp/io.github.vibeads/mcp MCP server

    0★ repo

    Manage Google Ads from Claude: read metrics, draft campaigns, publish with human approval.

  • Zephyr scale mcp

    vilaabo/zephyr-scale-mcp/io.github.vilaabo/zephyr-scale-mcp MCP server

    0★ repo

    Zephyr Scale on self-hosted Jira Server/DC: test cases, cycles, executions, plans and attachments

  • Freightgate mcp server

    vinaybhosle/shippingrates-mcp-server/io.github.vinaybhosle/freightgate-mcp-server MCP server

    no license0★ repo

    Deprecated - renamed to shippingrates-mcp-server

  • ShippingRates MCP Server

    vinaybhosle/shippingrates-mcp/io.github.vinaybhosle/shippingrates-mcp-server MCP server

    0★ repo

    Ocean shipping intelligence: D&D, freight rates, vessel schedules, port data. 24 tools, 6 carriers.

  • Bolsai mcp

    viniciuslazzari/bolsai-mcp/io.github.viniciuslazzari/bolsai-mcp MCP server

    0★ repo

    Brazilian stock market data (B3, CVM, BCB) for AI assistants: quotes, fundamentals, dividends, FIIs.

  • Agent claim mcp

    vk0dev/agent-claim-mcp/io.github.vk0dev/agent-claim-mcp MCP server

    0★ repo

    File-claim coordination for parallel AI coding agents: claim files before edits, no stomping.

  • Agent cost mcp

    vk0dev/agent-cost-mcp/io.github.vk0dev/agent-cost-mcp MCP server

    0★ repo

    Cost Guard for Claude Code: per-tool ROI, subagent attribution, anomaly/forecast/budget guards.

  • Denpyo mcp

    vladic-corp/denpyo-api/io.github.vladic-corp/denpyo-mcp MCP server

    no license0★ repo

    Japanese invoice/receipt OCR + tax registration-number (T-number) verification, via x402.

  • Reviewmetric

    vktr93/reviewmetric-mcp/io.github.vktr93/reviewmetric MCP server

    0★ repo

    An MCP server connecting Claude to the Review Metric 15-agent scientific peer review pipeline.

  • Voidfeed mcp

    voidfeedai-ops/voidfeed-mcp/io.github.voidfeedai-ops/voidfeed-mcp MCP server

    no license0★ repo

    Knowledge API for AI agents — content, agent directory, model benchmarks, semantic search.

  • Ast impact mapper mcp

    vola-trebla/ast-impact-mapper-mcp/io.github.vola-trebla/ast-impact-mapper-mcp MCP server

    0★ repo

    MCP server that uses TypeScript AST to find which tests are affected by a code change

  • Flakiness knowledge graph mcp

    vola-trebla/flakiness-knowledge-graph-mcp/io.github.vola-trebla/flakiness-knowledge-graph-mcp MCP server

    0★ repo

    MCP server + Playwright reporter that builds a flakiness knowledge graph from test run history

  • Ndjson local log triage mcp

    vola-trebla/ndjson-local-log-triage-mcp/io.github.vola-trebla/ndjson-local-log-triage-mcp MCP server

    0★ repo

    Streams NDJSON log triage: query patterns, detect anomalies, summarize timelines without full load.

  • Env secret exposure analyzer mcp

    vola-trebla/env-secret-exposure-analyzer-mcp/io.github.vola-trebla/env-secret-exposure-analyzer-mcp MCP server

    0★ repo

    Scans projects for secret exposure: leaked API keys, unprotected .env files, and secrets in logs.

  • Playwright spatial layout mcp

    vola-trebla/playwright-spatial-layout-mcp/io.github.vola-trebla/playwright-spatial-layout-mcp MCP server

    0★ repo

    MCP server that gives AI agents geometric spatial awareness of web page layouts using Playwright

  • Sourcemap retrace mcp

    vola-trebla/sourcemap-retrace-mcp/io.github.vola-trebla/sourcemap-retrace-mcp MCP server

    0★ repo

    Decodes minified production stack traces back to original TypeScript source using source maps.

  • Tsconfig inheritance flattener mcp

    vola-trebla/tsconfig-inheritance-flattener-mcp/io.github.vola-trebla/tsconfig-inheritance-flattener-mcp MCP server

    0★ repo

    Resolves TypeScript config inheritance chains and returns effective compiler options per file.

  • Tailwind context resolver mcp

    vola-trebla/tailwind-context-resolver-mcp/io.github.vola-trebla/tailwind-context-resolver-mcp MCP server

    0★ repo

    Resolves Tailwind CSS design tokens and validates utility classes against the local project config.

  • Zod contract mock forge mcp

    vola-trebla/zod-contract-mock-forge-mcp/io.github.vola-trebla/zod-contract-mock-forge-mcp MCP server

    0★ repo

    MCP server for deterministic mock generation and API contract scaffolding using Zod schemas

  • Release readiness triage mcp

    vola-trebla/release-readiness-triage-mcp/io.github.vola-trebla/release-readiness-triage-mcp MCP server

    0★ repo

    Aggregates CI failures, cross-references flakiness history, and outputs GO/NO_GO release verdicts.

  • Batuta mcp

    vorluno/batuta-mcp/io.github.vorluno/batuta-mcp MCP server

    0★ repo

    Split a task into plans with disjoint file boundaries; scaffold a git worktree per plan.

  • Agora mcp

    vorluno/agora-mcp/io.github.vorluno/agora-mcp MCP server

    0★ repo

    Shared per-repo space for Claude Code sessions: see activity, get collision warnings, notes.

  • Junto mcp

    vrllrv/junto-mcp/io.github.vrllrv/junto-mcp MCP server

    0★ repo

    The payment protocol for people and agents. One MCP server, any payment rail.