MCP Servers

Model Context Protocol servers you can connect an agent to — every one tested with live protocol probes. 14,631 indexed and tested.

• io.github.vola-trebla/playwright-spatial-layout-mcp

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

• io.github.vola-trebla/playwright-trace-decoder-mcp

  MCP server for unpacking and analyzing Playwright trace.zip archives

• io.github.vola-trebla/react-render-profile-mcp

  Decodes React DevTools Profiler exports into render summaries and memoization advice for AI agents.

• io.github.vola-trebla/release-readiness-triage-mcp

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

• io.github.vola-trebla/sourcemap-retrace-mcp

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

• io.github.vola-trebla/tailwind-context-resolver-mcp

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

• io.github.vola-trebla/tsconfig-inheritance-flattener-mcp

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

• io.github.vola-trebla/v8-cpu-profile-decoder-mcp

  MCP server that decodes V8 CPU profiles into token-efficient bottleneck summaries for AI agents

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

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

• io.github.volsier/memforge-memory

  Team engineering memory for AI coding assistants. 47 MCP tools, pgvector semantic search.

• io.github.VomeshAtukuri/copilot-mcp

  MCP server for web development with Khoros, Gainsight, and HigherLogic integrations.

• io.github.Vonage/vonage-documentation-mcp

  MCP server for Vonage API documentation, code snippets, tutorials, and troubleshooting.

• io.github.VonderVuflya/yggdrasil

  One shared, durable memory for your AI coding agents — local-first, zero-dependency.

• io.github.Vorim-AI-Labs/vorim-mcp-server

  AI agent identity, permissions, trust scores, and tamper-evident audit trails via Vorim AI

• io.github.vorluno/agora-mcp

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

• io.github.vorluno/batuta-mcp

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

• io.github.VouchlyAI/pincer

  Secure grip for your agent's secrets - security-hardened MCP gateway with proxy token architecture

• io.github.Vovala14/vynly-mcp

  Publish AI images & carousels to Vynly, the AI-only social feed. Verified provenance, no signup.

• io.github.vreddie2go/vreddie-mcp-server

  VR Eddie's headset ratings, game reviews, deals, and compatibility checks via MCP.

• io.github.vrllrv/junto-mcp

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

• io.github.Vrun-design/openflowkit-mcp

  Local-first OpenFlowKit diagramming tools for Claude, Cursor, Windsurf & other MCP clients.

• io.github.Vublox/sports

  Live football scores, match summaries, and fan clip links from Vublox. No API key required.

• io.github.vulnersCom/vulners-mcp

  MCP server for the Vulners.com API

• io.github.w1ckedxt/cynicalsally

  Brutally honest code reviews: scores, real issues, and usable fixes. CLI + MCP server.

• io.github.w8s/w8s-astro-mcp

  Natal charts, transits, history, ingress forecasting, aspects, composite & Davison charts — SQLite.

• io.github.waddou/mcp-moncompte

  Recherche et lecture des guides de connexion de moncompte.org (MCP, lecture seule).

• io.github.walidb212/dltik-mcp-server

  Anonymous TikTok & Douyin downloader — metadata, download, and batch via dltik.app.

• io.github.waqarulwahab/llm-cost-estimator

  Token counting & multi-model LLM cost estimates: GPT-4o, Claude, Gemini, 25+. No API key.

• io.github.warfare-hub/revenue-mcp

  Query MRR, churn, and revenue from Stripe, Gumroad & Lemon Squeezy in Claude

• io.github.warmachine2121/silent-brief-mcp

  AI-generated legal and business documents. Pay XMR, no accounts, no KYC.

• io.github.warpmetrics/mcp

  Connect AI assistants to Warpmetrics — query runs, calls, costs, and outcomes.

• io.github.WarTech9/clawswap

  Cross-chain swaps between Solana and Base for AI agents paid for via via x402 micropayments.

• io.github.wartzar-bee/tokenscope

  Analyze Claude Code token cost & context attribution. Local, read-only MCP server.

• io.github.waterfallbridge/mcp

  Explain why any KPI or rate metric changed: bridge/variance analysis by driver, from CSV/Excel.

• io.github.WaterTian/wechat-devtools

  MCP Server for WeChat DevTools CLI - Automate Mini Program development & testing.

• io.github.WaterTian/wechat-devtools-mcp

  MCP Server for WeChat DevTools CLI - Automate development & testing with 7 aggregated APIs.

• io.github.WattCoin-Org/wattcoin-mcp-server

  Earn WATT tokens on Solana — tasks, skills marketplace, AI inference, and bounties.

• io.github.WayforthOfficial/wayforth

  Search engine and payment rail for AI agents. 2,300+ services, semantic ranking.

• io.github.Waysway-app/waysway

  Waysway AI travel MCP for hotels, live prices, restaurants, flights, and activities.

• io.github.wazionapps/mcp-server

  244 WhatsApp Business AI tools for messaging, automation, marketing, CRM and Shopify

• io.github.wazionapps/nexo

  Cognitive memory for AI agents. Atkinson-Shiffrin, RAG, knowledge graph. 100+ tools.

• io.github.wchiway/contextweaver

  Semantic code retrieval engine with hybrid search, context expansion, and 40+ language support.

• io.github.WeAreBraveLabs/domain-checker-mcp

  Fast domain availability checker. DNS + RDAP/WHOIS verification.

• io.github.weareconnectry/connectry-architect-mcp

  Free certification prep for the Claude Certified Architect exam by Connectry LABS

• io.github.weatherai-io/weatherai

  WeatherAI — 11 live weather tools for Claude, Cursor, Windsurf and any MCP AI assistant

• io.github.webaesbyamin/agent-receipts

  Ed25519-signed receipts for every AI agent action. Local-first, verifiable, no server required.

• io.github.webdriverio/mcp

  MCP server with WebdriverIO for browser and mobile app automation (iOS/Android via Appium)

• io.github.webmoleai/mcp-check-licenses

  Audit dependency licenses for compatibility issues. Flags GPL/AGPL conflicts.

• io.github.webmoleai/mcp-check-links

  Find broken links, missing meta tags, and redirect chains on any website.

• io.github.webmoleai/mcp-license-audit

  Audit dependency licenses for compatibility issues. Flags GPL/AGPL conflicts.

• io.github.webmoleai/mcp-link-doctor

  Find broken links, missing meta tags, and redirect chains on any website.

• io.github.webmoleai/mcp-vibe-checker

  Vibe-check your code — personality types, energy ratings, aesthetic suggestions.

• io.github.webtoolbox/websitetoolbox-mcp

  Community forum management — posts, users, search, and moderation via the Website Toolbox API.

• io.github.webweaver-nexus/webweaver-mcp-server

  WebWeaver Nexus services for MCP hosts: waitlist signup (with UI), product overview, contact info.

• io.github.WeCodeBase/smart-speaker-mcp

  Control Google Home and Amazon Alexa speakers from Claude Desktop using natural language.

• io.github.wei-ai-lab/clinical-trial-design

  Phase 2/3 clinical trial design via gsDesign / gsDesign2: sample size, GS boundaries, multiplicity

• io.github.wei/hn-mcp-server

  Model Context Protocol server for HackerNews API access.

• io.github.wei/mcp-registry-mcp-server

  MCP server for querying the official MCP registry.

• io.github.weiyongxu/mne-docs

  MCP server for MNE-Python documentation, source code, GitHub issues, and forum

• io.github.WellApp-ai/well-mcp

  Connect your AI to your Well financial data - invoices, companies, contacts.