awesome-mcp-servers

Awesome MCP Servers

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[!IMPORTANT] ray.run – from idea to a production-grade MCP server in under a minute! 🦜

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A curated list of awesome Model Context Protocol (MCP) servers.

• What is MCP?
• Clients
• Remote Servers
• Tutorials
• Community
• Legend
• Server Implementations
• Frameworks
• Tips & Tricks

What is MCP?

MCP is an open protocol that enables AI models to securely interact with local and remote resources through standardized server implementations. This list focuses on production-ready and experimental MCP servers that extend AI capabilities through file access, database connections, API integrations, and other contextual services.

Clients

Checkout awesome-mcp-clients and glama.ai/mcp/clients.

Remote Servers

This list is for servers with a GitHub repo you install and run yourself. Looking for a hosted server you just connect to over a URL? See awesome-remote-mcp-servers.

Tutorials

• Tool Definition Quality Score (TDQS)
• Model Context Protocol (MCP) Quickstart
• Setup Claude Desktop App to Use a SQLite Database

Community

• r/mcp Reddit
• Discord Server

Legend

• 🎖️ – official implementation

• programming language

  • 🐍 – Python codebase
  • 📇 – TypeScript (or JavaScript) codebase
  • 🏎️ – Go codebase
  • 🦀 – Rust codebase
  • #️⃣ - C# Codebase
  • ☕ - Java codebase
  • 🌊 – C/C++ codebase
  • 💎 - Ruby codebase

• scope

  • ☁️ - Cloud Service
  • 🏠 - Local Service
  • 📟 - Embedded Systems

• operating system

  • 🍎 – For macOS
  • 🪟 – For Windows
  • 🐧 - For Linux

[!NOTE] Confused about Local 🏠 vs Cloud ☁️?

• Use local when MCP server is talking to a locally installed software, e.g. taking control over Chrome browser.
• Use cloud when MCP server is talking to remote APIs, e.g. weather API.

Server Implementations

[!NOTE] We now have a web-based directory that is synced with the repository.

• 🔗 - Aggregators
• 🤝 - Agreements & Coordination
• 🎨 - Art & Culture
• 📐 - Architecture & Design
• 📂 - Browser Automation
• 🧬 - Biology Medicine and Bioinformatics
• ☁️ - Cloud Platforms
• 👨‍💻 - Code Execution
• 🤖 - Coding Agents
• 🖥️ - Command Line
• 💬 - Communication
• 🗣️ - Conversational AI
• 🔑 - Cryptography
• 👤 - Customer Data Platforms
• 🗄️ - Databases
• 📊 - Data Platforms
• 🚚 - Delivery
• 🛠️ - Developer Tools
• 🧮 - Data Science Tools
• 📊 - Data Visualization
• 📟 - Embedded system
• 🎓 - Education
• 🛒 - E-Commerce
• 🌳 - Environment & Nature
• 📂 - File Systems
• 💰 - Finance & Fintech
• 🎮 - Gaming
• 🏠 - Home Automation
• 🪪 - Identity
• 🏭 - Industrial & IoT
• 🧠 - Knowledge & Memory
• ⚖️ - Legal
• 🗺️ - Location Services
• 🎯 - Marketing
• 📊 - Monitoring
• 🎥 - Multimedia Process
• 🖥️ - OS Automation
• 🎙️ - Podcasts
• 📋 - Product Management
• 🏠 - Real Estate
• 🔬 - Research
• 🔎 - Search & Data Extraction
• 🔒 - Security
• 🌐 - Social Media
• 🔮 - Spirituality & Esoterica
• 🏃 - Sports
• 🎧 - Support & Service Management
• 🌎 - Translation Services
• 🎧 - Text-to-Speech
• 🎙️ - Speech-to-Text
• 🚆 - Travel & Transportation
• 🔄 - Version Control
• 🏢 - Workplace & Productivity
• 🛠️ - Other Tools and Integrations

🔗 Aggregators

Servers for accessing many apps and tools through a single MCP server.

• inth3shadows/terse [inth3shadows/terse MCP server] 🐍 🏠 🍎 🪟 🐧 - Transparent proxy that sits in front of any other MCP server and shrinks its tool output before it reaches the model. Lossless by default — a denser encoding of the same bytes, with a round-trip gate asserting an exact inverse, so nothing is dropped or summarised. Repeated calls to the same tool emit a delta against the prior result instead of the whole payload. Per-tool opt-in, no decode step, no model in the loop. uv tool install terse-mcp then terse proxy -- <server>

• 402signalhq/402signal [402Signal MCP server] 🐍 ☁️ - Checks and validates live x402 payment routes across Base, Solana and Algorand.

• GarphenGate/moltline-mcp [GarphenGate/moltline-mcp MCP server] 🐍 ☁️ 🍎 🪟 🐧 - Bridge to Moltline Studio's hosted MCP servers: code review, agent governance, business math, regulatory deadlines, crypto tax lots, routing and optimization.

• team886/findagent-mcp [team886/findagent-mcp MCP server] 📇 ☁️ - Marketplace of vetted agents with automated security scans plus human review, credential-to-host binding and sandboxed hosted code with default-deny egress.

• BotHireAgent/BotHireMCPServer [BotHireAgent/BotHireMCPServer MCP server] 📇 🏠 - BotHire agent-to-agent hiring marketplace: search agents and skills by capability and trust score, read live demand, and settle in USDT or USDC across chains.

• @neoninnovationlab/neon-mcp-gateway [neoninnovationlab/neon-mcp-gateway MCP server] 📇 ☁️ 🏠 - Edge firewall for exposing internal PostgreSQL databases and APIs to AI agents with strict validation.

• daedalusdevelopmentgroup/ddg-agent-payable-services [daedalusdevelopmentgroup/ddg-agent-payable-services MCP server] 🐍 ☁️ - Pay-per-call x402 tools (utilities, DNS/WHOIS, blockchain RPC, market and DEX data, prediction markets, security audits) plus an OpenAI-compatible LLM gateway.

• forgemeshlabs/coinopai-mcp [forgemeshlabs/coinopai-mcp MCP server] 📇 - Paid crypto intelligence via x402 on Base: preflight checks, trade decisions audited against real prices, risk state, signal history and automation search.

• forgemeshlabs/anomaly-mcp [forgemeshlabs/anomaly-mcp MCP server] 📇 ☁️ - Real-time anomaly detection with NASA-derived sequence mining across blockchain, mempool, stablecoin depeg, aviation and GitHub signals, paid via x402 on Base.

• 1mcp/agent 📇 ☁️ 🏠 🍎 🪟 🐧 - Aggregates multiple MCP servers into one unified server.

• 2s-io/sdk [2s-io/sdk MCP server] 📇 ☁️ 🍎 🪟 🐧 - Pay-per-call x402 API: geocoding, weather, earthquakes, patents, US case law, Federal Register, scientific papers, DNS/WHOIS, OFAC screening and Census data.

• 8randonpickart5/alderpost-mcp [alderpost-mcp MCP server] 📇 ☁️ - Intelligence endpoints for security, company, threat, compliance, sales, sports, property and health data, paid via x402 micropayments on Base.

• forgemeshlabs/utility-grid-mcp [forgemeshlabs/utility-grid-mcp MCP server] 📇 ☁️ - Search and call utility APIs for OCR, image, audio, web, math, conversion and geodata, paid per call with x402 USDC on Base.

• giorgio44/gateonai-mcp-server [giorgio44/gateonai-mcp-server MCP server] 🐍 ☁️ - Search and compare thousands of AI tools, generate step-by-step AI workflows and AI tool stacks by profession from GateOnAI's curated catalog. Free, no API key.

• GTCC777/pulsenetwork-mcp [GTCC777/pulsenetwork-mcp MCP server] 📇 - Pay-per-call x402 intelligence APIs on Base and Solana: finance, crypto, legal, immigration, healthcare costs, real estate, tax, climate, sports and science.

• mcpqueen/mcpqueen [mcpqueen/mcpqueen MCP server] 🎖️ 📇 ☁️ - Graded MCP registry: live-probes remote servers from the MCP Registry (initialization, tool listing, schema quality, latency, provenance) and publishes grades.

• minia2auk/minia2a-mcp [minia2auk/minia2a-mcp MCP server] 📇 ☁️ - Pay-per-call x402 gateway for agent tools: crypto and DeFi data, web scraping, AI inference, CAPTCHA solving, token security, DNS/WHOIS and gas monitoring.

• szp2005/llm-prices-cn [szp2005/llm-prices-cn MCP server] 🐍 ☁️ - Daily-verified dataset of LLM API prices for Chinese and global models, with live price queries and token cost estimation.

• tadas-github/a2asearch-mcp [tadas-github/a2asearch-mcp MCP server] 📇 ☁️ - Search a directory of MCP servers, AI agents, CLI tools and agent skills.

• Aganium/agenium 📇 ☁️ 🍎 🪟 🐧 - Bridge MCP servers to the agent:// network so other agents can discover and call their tools, with DNS-like identity, mTLS, trust scores and capability search.

• agentbodegastore/agentbodega [agentbodega MCP server] 📇 ☁️ - Live catalog of x402-payable HTTP tools from AgentBodega: search, public data, social media, status checks, media conversion and agent-readiness checks.

• elisymlabs/elisym [elisymlabs/elisym MCP server] 📇 ☁️ 🍎 🪟 🐧 - AI agent discovery and marketplace on Nostr with Solana payments (SOL, USDC): NIP-89 discovery, NIP-90 jobs, NIP-44 encryption and on-chain micropayments.

• PHONGUIT22/nostrpulse-full [PHONGUIT22/nostrpulse-full MCP server] 📇 🏠 🍎 🪟 🐧 - Agent-to-agent (A2A) commerce framework using Nostr NIP-90 and Cashu eCash micro-settlements.

• espadaw/Agent47 📇 ☁️ - Job aggregator for AI agents across platforms such as x402, RentAHuman and Virtuals.

• gzchenhao/openhire [gzchenhao/openhire MCP server] 🐍 🏠 🍎 🪟 🐧 - Job search over employer ATS APIs (Greenhouse, Lever, Ashby, Beisen) with freshness verification, ghost-job scoring and apply links; matching runs client-side.

• doggychip/agentforge [doggychip/agentforge MCP server] 📇 ☁️ - Self-hostable API gateway and marketplace for AI agents with one API key, REST and streaming access, and health monitoring.

• AgentHotspot 🐍 ☁️ 🏠 🍎 🪟 🐧 - Search, integrate and monetize MCP connectors on the AgentHotspot marketplace.

• aidevelopers2/remoteopenclaw-mcp [aidevelopers2/remoteopenclaw-mcp MCP server] 📇 🏠 - Search the Remote OpenClaw directory of MCP servers, agent skills and plugins for names, links and install commands; also available as a CLI.

• garasegae/aiskillstore [garasegae/aiskillstore MCP server] ☁️ - Skill marketplace where AI agents discover, purchase and integrate skills.

• getanyapi-com/mcp [getanyapi-com/mcp MCP server] 🎖️ 📇 ☁️ 🏠 - AnyAPI: scraping and data APIs for social media, search results, Google Maps, e-commerce and web data, with normalized JSON and automatic provider failover.

• alexanderclapp/clirank-mcp-server [alexanderclapp/clirank-mcp-server MCP server] 📇 ☁️ 🍎 🪟 🐧 - CLIRank API intelligence for coding agents: discover, compare and get recommendations for APIs scored on agent-friendliness.

• Work90210/APIFold [Work90210/APIFold MCP server] 📇 ☁️ - Turn any REST API into a hosted MCP server, with ready-made public servers for GitHub, Stripe, Slack, OpenAI, Notion and more.

• alexar76/aimarket-plugins [alexar76/aimarket-plugins MCP server] 📇 ☁️ 🏠 🍎 🪟 🐧 - AIMarket Hub plugin that packages AIMarket capabilities as self-hosted MCP servers with a Docker image, manifest and client config.

• Alepha188838884/context-firewall [Alepha188838884/context-firewall MCP server] 📇 🏠 🍎 🪟 🐧 - Local MCP proxy that merges downstream servers behind a few meta-tools with progressive discovery and compresses large tool outputs, with full output on demand.

• AIsa-public/AIsa-mcp-server [AIsa-public/AIsa-mcp-server MCP server] 🎖️ 📇 ☁️ 🍎 🪟 🐧 - Search, inspect and run data APIs for SEO and AI visibility, finance, social, web search, sales and agent mail through a few meta-tools, with spending caps.

• api7/aisix [api7/aisix MCP server] 🦀 🏠 - Self-hosted MCP gateway fronting upstream servers with per-tool access control, guardrails, rate limits and usage logs; also proxies LLM and A2A agent traffic.

• reefapi/reefapi-mcp [reefapi/reefapi-mcp MCP server] 🐍 ☁️ - Live web data as clean JSON: search engines, social media, e-commerce (Amazon, eBay, Etsy), real estate, jobs, travel, news, finance and company intel.

• RightOnPar-LLC/mesh-connector [RightOnPar-LLC/mesh-connector MCP server] 📇 ☁️ - MeshMarket agent-to-agent capability exchange: agents browse, self-onboard, rent memory, reasoning and safety per call, and publish their own tools.

• rhein1/agoragentic-integrations [agoragentic-integrations MCP server] 📇 ☁️ - Agent-to-agent marketplace where AI agents discover, invoke and pay for other agents' services using USDC on Base.

• arikusi/deepseek-mcp-server [deepseek-mcp-server MCP server] 📇 ☁️ 🍎 🪟 🐧 - DeepSeek AI chat and reasoning with multi-turn sessions, function calling, thinking mode and cost tracking.

• ariekogan/ateam-mcp 📇 ☁️ 🏠 🍎 🪟 🐧 - Build, validate and deploy multi-agent AI solutions on the ADAS platform: design skills with tools and manage the solution lifecycle.

• askbudi/roundtable 📇 ☁️ 🏠 🍎 🪟 🐧 - Meta-MCP server that unifies AI coding assistants (Codex, Claude Code, Cursor, Gemini) behind one interface with automatic discovery and zero configuration.

• adw0rd/awesome-mcp-tools-mcp [adw0rd/awesome-mcp-tools-mcp MCP server] 📇 ☁️ 🏠 🍎 🪟 🐧 - Search the awesome-mcp.tools catalog of MCP servers from an MCP client or the terminal.

• avotsai/avots-mcp [avotsai/avots-mcp MCP server] 📇 ☁️ - Multi-model AI media generation (image, video, audio, face swap, talking avatars) plus chat with models such as Claude, GPT, Gemini and DeepSeek.

• bkraad47/ramen [bkraad47/ramen MCP server] 🦀 🐍 ☁️ 🏠 🐧 🪟 🍎 - Self-hosted MCP for teams: deploy your own Python tools from git to Kubernetes (AKS/GKE/EKS/local) with canary rollouts, OAuth sign-in, autoscaling, Nvidia NeMo guardrails, roles per group, secrets and an audit log of every call.

• blockrunai/blockrun-mcp 📇 ☁️ 🍎 🪟 🐧 - Access AI models such as GPT-5, Claude, Gemini, Grok and DeepSeek, paid per use via x402 micropayments in USDC on Base.

• bridgenode-ai/bridgenode-mcp [bridgenode-ai/bridgenode-mcp MCP server] 📇 ☁️ - Pay-per-request AI chat completions across supported models via x402, with automatic Solana USDC payments and fail-closed spending caps.

• cgrtml/reasongate [cgrtml/reasongate MCP server] 🐍 🏠 🍎 🪟 🐧 - Provenance gateway for stdio MCP servers that blocks tool calls whose destination or content came from an untrusted tool result, with schema-derived policies.

• cinderwright-ai/cinderwright-api [Score] 📇 ☁️ - x402 discovery hub: search engine for agent services, paid with USDC on Base via x402.

• Continuum-AI-Corp/orcarouter-mcp-server [Continuum-AI-Corp/orcarouter-mcp-server MCP server] 📇 ☁️ 🏠 🍎 🪟 🐧 - Browse LLMs from OpenAI, Anthropic, Google, Qwen, DeepSeek and others with live prices, and route chat completions through the OrcaRouter gateway with fallback.

• Data-Everything/mcp-server-templates 📇 🏠 🍎 🪟 🐧 - Unified MCP platform that connects many apps, tools and services behind one interface.

• depwire/depwire [depwire/depwire MCP server] 📇 🐍 🏎️ 🦀 🌊 🏠 - Dependency graphs for TypeScript, JavaScript, Python, Go, Rust and C, with arc diagram visualization, health scoring, dead code detection and a temporal graph.

• duaraghav8/MCPJungle 🏎️ 🏠 - Self-hosted MCP server registry for enterprise AI agents.

• Proofpane/releases [Proofpane/releases MCP server] 🎖️ 🏠 🍎 🪟 🐧 - MCP governance proxy: allow, deny or human-approval policy gates, DLP redaction and cost caps, with tool calls recorded to a hash-chained, signed audit log.

• entire-vc/evc-spark-mcp [evc-spark-mcp MCP server] 📇 ☁️ 🏠 🍎 🪟 🐧 - Search a curated catalog of AI agents, skills, prompts, bundles and MCP connectors.

• gamaze-labs/hicortex [gamaze-labs/hicortex MCP server] 📇 🏠 - Shared memory for fleets of AI agents: nightly self-correction rewrites stale facts and merges duplicates, and recall is injected into coding agents' prompts.

• glenngillen/mcpmcp-server ☁️ 📇 🍎 🪟 🐧 - Lists MCP servers so you can ask your client which ones could improve your daily workflow.

• Gliana-Labs/gliana-mcp [Gliana-Labs/gliana-mcp MCP server] 📇 ☁️ 🏠 🍎 🪟 🐧 - Pay-per-call AI models (chat, image, video, music, speech) plus web scraping, screenshots, OCR, face matching and crypto/FX rates, paid via HTTP 402 in USDC.

• gpu-bridge/mcp-server [gpu-bridge-mcp-server MCP server] 📇 ☁️ 🍎 🪟 🐧 - GPU inference API for LLMs, image and video generation, TTS, Whisper, embeddings, reranking and OCR, paid per use via x402 or an API key.

• gzoonet/cortex [gzoo-cortex MCP server] 📇 🏠 - Local-first developer knowledge graph: watches project files, extracts entities and relationships with LLMs, and offers queries, a web dashboard and a CLI.

• hamflx/imagen3-mcp 📇 🏠 🪟 🍎 🐧 - Generate images from text prompts with Google's Imagen 3 API, with photography, artistic and photorealistic controls.

• hashgraph-online/hashnet-mcp-js 📇 ☁️ 🍎 🪟 🐧 - Discover, register and chat with AI agents on the Hashgraph network via the Registry Broker.

• hedging8563/tokenlab-mcp-server [hedging8563/tokenlab-mcp-server MCP server] 📇 ☁️ - TokenLab AI gateway: model and price discovery plus OpenAI-compatible Chat Completions, Responses, Anthropic Messages and Gemini inference.

• HelpCode-ai/anythingmcp [HelpCode-ai/anythingmcp MCP server] 📇 🏠 ☁️ 🍎 🪟 🐧 - Self-hosted MCP gateway turning REST, SOAP and GraphQL APIs and SQL/NoSQL databases into MCP tools without code, with spec import, pre-built adapters and RBAC.

• isaac-levine/forage 📇 🏠 🍎 🪟 🐧 - Self-improving tool discovery: searches registries, installs MCP servers as subprocesses without restarts, and persists tool knowledge across sessions.

• jabbawocky/proposalcraft [jabbawocky/proposalcraft MCP server] 📇 🏠 🍎 🪟 🐧 - Draft client proposals in your own voice from a new brief, based on your saved past proposals, with local storage only.

• Jackalope-Dev/allmcps-server [Jackalope-Dev/allmcps-server MCP server] 📇 ☁️ 🍎 🪟 🐧 - Search and browse the AllMCPs.com registry of MCP servers, get install configs, and submit or claim listings.

• jaspertvdm/mcp-server-gemini-bridge 🐍 ☁️ - Bridge to the Google Gemini API for accessing Gemini Pro and Flash models.

• jaspertvdm/mcp-server-ollama-bridge 🐍 🏠 - Bridge to a local Ollama server for running Llama, Mistral, Qwen and other local models.

• jaspertvdm/mcp-server-openai-bridge 🐍 ☁️ - Bridge to the OpenAI API for accessing GPT-4, GPT-4o and other OpenAI models.

• Jovancoding/Network-AI [network] 📇 🏠 🍎 🪟 🐧 - Multi-agent orchestration with a race-condition-safe shared blackboard, agent spawning, FSM transitions, budget and token tracking, and audit logs.

• julien040/anyquery 🏎️ 🏠 ☁️ - Query apps with SQL from a single local-first binary; also connects to PostgreSQL, MySQL and SQLite-compatible databases.

• juspay/neurolink 📇 ☁️ 🏠 🍎 🪟 🐧 - Edge-first AI platform unifying many providers and models, with multi-agent orchestration, human-in-the-loop workflows, guardrails and context summarization.

• K-Dense-AI/claude-skills-mcp 🐍 ☁️ 🏠 🍎 🪟 🐧 - Search and use Claude Agent Skills from any model or client as if natively supported.

• kaiser-data/kitsune-mcp [kaiser-data/kitsune-mcp MCP server] 🐍 🏠 🍎 🪟 🐧 - Hot-reload for MCP servers: the agent connects the server it is building, calls a tool, fixes the code, runs reload() and calls it again in the same session, with no client restart. Also mounts any of 130,000+ servers from 7 registries mid-session (one tool at a time if you like) and runs community npm/PyPI packages in a hardened Docker container.

• kansei-link/kansei-mcp-server [kansei-link/kansei-mcp-server MCP server] 📇 🏠 🍎 🪟 🐧 - Local-first navigator with verified data on SaaS services and workflow recipes.

• kevmoz/macaroonnetwork-mcp [kevmoz/macaroonnetwork-mcp MCP server] 🐍 ☁️ 🏠 🍎 🪟 🐧 - Search and buy from a predicate-gated scientific and data marketplace: browse the catalogue and metadata, then pay via x402 (USDC on Base) or Lightning L402.

• khalidsaidi/ragmap 📇 ☁️ 🏠 🍎 🪟 🐧 - MapRag: RAG-focused MCP subregistry for discovering and routing to retrieval-capable MCP servers with structured constraints and explainable ranking.

• kumarganduri/legwork [kumarganduri/legwork MCP server] 🐍 🏠 🍎 🐧 - Your AI finds an open-source tool on GitHub and Legwork installs it as an MCP tool in a sandbox: only the folders you grant, read-only, no network unless allowed. 37 cached tools need no API key.

• mambalabsdev/mcp-gtm-suite [mambalabsdev/mcp-gtm-suite MCP server] 📇 ☁️ - Go-to-market signals via Apify actors: hiring signals, tech stack detection, job board scanning, LinkedIn URL resolution, ICP scoring and signal aggregation.

• Markgatcha/universal-mcp-toolkit [Markgatcha/universal-mcp-toolkit MCP server] 📇 ☁️ 🏠 🍎 🪟 🐧 - MCP aggregator that connects agents to multiple MCP servers through one configuration, with ready-made templates and cross-repo prompt workflows.

• MastadoonPrime/sylex-search [MastadoonPrime/sylex-search MCP server] 🐍 📇 ☁️ 🍎 🪟 🐧 - Search engine for AI agents to discover products, services and businesses across categories, without LLM calls.

• matebenyovszky/agentplaybooks [matebenyovszky/agentplaybooks MCP server] 📇 ☁️ 🏠 - Portable playbooks for agent skills, MCP servers, personas, instructions, and memory. Aggregate connected tools through Streamable HTTP or the local stdio transport; OAuth and API-key authentication supported.

• mediiiiium/mcp-jp [mediiiiium/mcp-jp MCP server] 🐍 ☁️ - MCP servers for Japanese SMB SaaS without their own MCP support, such as KING OF TIME, SmartHR, kaonavi, Smaregi, LINE Lstep and CloudSign.

• merterbak/Grok-MCP 🐍 ☁️ 🍎 🪟 🐧 - Access xAI's Grok API with agentic tool calling, image generation, vision and file support.

• metatool-ai/metatool-app 📇 ☁️ 🏠 🍎 🪟 🐧 - MetaMCP: unified middleware MCP server that manages your MCP connections through a GUI.

• MikeyPetrillo/Agent402 [MikeyPetrillo/Agent402 MCP server] 📇 ☁️ 🏠 - Pay-per-call x402 tools and skill packs (headless browser, web search, OCR, wallet-keyed memory), plus a router that finds the cheapest healthy tool.

• MikkoParkkola/mcp-gateway [MikkoParkkola/mcp-gateway MCP server] 🏎️ 🏠 🍎 🪟 🐧 - MCP gateway with single-port multiplexing and meta-tools that replace individual tool registrations, plus hot-reloadable capabilities and OpenAPI import.

• mirastacklabs-ai/mirastack-redfish-mcp [mirastacklabs-ai/mirastack-redfish-mcp MCP server] 🎖️ 🐍 ☁️ 📟 - Governed access to DMTF Redfish BMCs (iDRAC, iLO, XCC, OpenBMC) for power, thermal, firmware and BIOS management; read-only by default with tiered write modes.

• mroops0111/openapi-mcp-gateway [mroops0111/openapi-mcp-gateway MCP server] 🐍 ☁️ 🏠 🍎 🪟 🐧 - Mount multiple OpenAPI specs or a FastAPI app as MCP servers in one process, exposing GET endpoints as resources and large specs through meta-tools.

• nimbus-agent/Nimbus [nimbus-agent/Nimbus MCP server] 🎖️ 📇 🏠 🍎 🪟 🐧 - Read-only search over a local index of your engineering stack (GitHub, Jira, Slack, PagerDuty, Datadog and more): incidents, PRs, deployments and DORA metrics.

• ni-c/mcp-hub [ni-c/mcp-hub MCP server] 📇 🏠 🍎 🪟 🐧 - Serve many stdio MCP servers from one container over HTTPS, with path-based routing, an aggregate endpoint using meta-tools, built-in OAuth 2.1 and hot reload.

• O-mega-Enterprise/suprsonic-mcp [O-mega-Enterprise/suprsonic-mcp MCP server] 📇 ☁️ 🍎 🪟 🐧 - One API key for 24 agent capabilities: web search, scraping, people and company data, email finding and verification, images, speech, transcription, documents, code execution, research and domains, with no provider sign-ups. npx -y suprsonic-mcp

• Octodamus/octodamus-core [Octodamus/octodamus-core MCP server] 🐍 - Crypto market oracle: BUY/SELL/HOLD consensus from RSI, MACD, funding rates and on-chain flow, plus Polymarket edges with EV scoring and X crowd sentiment.

• opentabs-dev/opentabs [opentabs-dev/opentabs MCP server] 📇 🏠 🍎 🪟 🐧 - Plugin-based server and Chrome extension that gives AI agents access to web apps through your authenticated browser session, with a plugin SDK.

• oxgeneral/agentnet 🐍 ☁️ 🍎 🪟 🐧 - Agent-to-agent referral network where AI agents discover, recommend and refer users to each other, with a bilateral trust model and referral tracking.

• particlefuture/MCPDiscovery 🐍 ☁️ 🏠 🍎 🪟 - Automatically discover and configure MCP servers on your local machine.

• portel-dev/ncp 📇 ☁️ 🏠 🍎 🪟 🐧 - Orchestrates all your MCP servers through tool discovery, reducing token overhead.

• profullstack/mcp-server 📇 ☁️ 🏠 🍎 🪟 🐧 - Developer utilities: SEO optimization, document conversion, domain lookup, email validation, QR codes, weather data, social media posting and security scanning.

• qualienai/qualien-mcp [qualienai/qualien-mcp MCP server] 📇 🏠 🍎 🪟 🐧 - Gateway for QA/SDET work: Playwright, filesystem, GitHub, Jira, Postgres and 15+ more MCP servers behind one connection, with per-tool allow/deny and read-only-by-default databases.

• robhunter/agentdeals [robhunter/agentdeals MCP server] 📇 ☁️ - Search developer infrastructure deals, free tiers and startup programs, compare vendors, plan stacks and track pricing changes.

• doteyeso-ops/mcp-server-vibes-coded [doteyeso-ops/mcp-server-vibes-coded MCP server] 🐍 ☁️ - Tools for agent supply-chain security, scanner consensus and x402 reliability, plus access to Vibes-Coded's commerce catalog.

• rupinder2/mcp-orchestrator 🐍 🏠 🍎 🪟 🐧 - Hub that aggregates tools from multiple MCP servers with unified BM25 and regex search and deferred loading.

• Rendeverance/toolfunnel [Rendeverance/toolfunnel MCP server] 📇 🏠 🍎 🪟 🐧 - Gateway that funnels multiple MCP servers through one endpoint, with live attach and detach, tool filtering and hiding, hot config reload and optional OAuth.

• sF1nX/x402station [sF1nX/x402station-mcp MCP server] 📇 ☁️ - Preflight checks for x402 payments: detect decoys, zombie endpoints, dead services and price traps before an agent pays, plus forensics and alternatives.

• supertrained/rhumb [supertrained/rhumb MCP server] 📇 ☁️ 🍎 🪟 🐧 - Tool intelligence over scored services: discover and compare providers, check AN Scores, execute with managed or own credentials, and track costs and failures.

• sitbon/magg 🍎 🪟 🐧 ☁️ 🏠 🐍 - Meta-MCP server that lets LLMs discover, install and orchestrate multiple MCP servers to extend their own capabilities on demand.

• smart-mcp-proxy/mcpproxy-go [smart-mcp-proxy/mcpproxy-go MCP server] 🏎️ 🏠 🍎 🪟 🐧 - Local MCP proxy that routes multiple servers through one endpoint, with BM25 tool filtering, quarantine security, activity logging and a web UI.

• sonnyflylock/voxie-ai-directory-mcp 📇 ☁️ - AI phone number directory: query Voxie AI personas and third-party AI services such as ChatGPT and get webchat links.

• SureScaleAI/openai-gpt-image-mcp 📇 ☁️ - Image generation and editing with OpenAI's GPT image models.

• sxhxliang/mcp-access-point 📇 ☁️ 🏠 🍎 🪟 🐧 - Turn a web service into an MCP server without code changes.

• thebrierfox/the-stall [thebrierfox/the-stall MCP server] 📇 ☁️ - Pay-per-call x402 data: equities, crypto/DeFi analytics, options chains, dealer GEX, macro data, congressional trades, prediction markets and SEC filings.

• swaltersjrtest/microtap-mcp [swaltersjrtest/microtap-mcp MCP server] 📇 ☁️ - Pay-per-call x402 APIs: Polymarket and Kalshi prediction markets, DeFi and crypto data, on-chain reads across EVM chains, live weather and web search.

• TheLunarCompany/lunar#mcpx 📇 🏠 ☁️ 🍎 🪟 🐧 - MCPX: open-source gateway for managing MCP servers at scale, centralizing tool discovery, access controls, call prioritization and usage tracking.

• thinkchainai/mcpbundles - Create custom tool bundles, connect providers with OAuth or API keys, and use one MCP server across many integrations, with a UI for bundles and credentials.

• mrfelfel/taghvim [mrfelfel/taghvim MCP server] 📇 ☁️ - Deterministic date and time reasoning: arithmetic, DST-aware time zones, business days, public holidays, RFC 5545 recurrence and Gregorian/Persian conversion.

• toadlyBroodle/satring [toadlyBroodle/satring MCP server] 🐍 ☁️ 🍎 🪟 🐧 - Discover and compare L402 and x402 paid API services from satring.com, a curated Lightning and USDC API directory.

• VeriTeknik/pluggedin-mcp-proxy 📇 🏠 - Proxy combining multiple MCP servers into one interface, with discovery and management of tools, prompts, resources and templates plus a debugging playground.

• ViperJuice/mcp-gateway 🐍 🏠 🍎 🪟 🐧 - Meta-server that reduces Claude Code tool bloat via progressive disclosure, auto-starting Playwright and Context7 and provisioning MCP servers on demand.

• WayStation-ai/mcp ☁️ 🍎 🪟 - Connect MCP hosts to apps such as Notion, Slack, Monday and Airtable.

• wegotdocs/open-mcp 📇 🏠 🍎 🪟 🐧 - Turn a web API into an MCP server and add it to the open-source open-mcp.org registry.

• whiteknightonhorse/APIbase [APIbase MCP server] 📇 ☁️ - API hub covering travel (Amadeus, Sabre), Polymarket prediction markets, crypto and weather, paid per call via x402 in USDC.

• withoneai/mcp [withoneai/mcp MCP server] 🎖️ 📇 ☁️ - Search, document and execute authenticated API calls across apps such as Gmail, Slack, Stripe, Notion and GitHub through a few tools with constant context size.

• Wolido/OpenAaaS [Wolido/OpenAaaS MCP server] 🐍 🏠 ☁️ 🍎 🪟 🐧 - Adapter to the OpenAaaS scientific agent network: submit tasks such as literature analysis or materials database queries to remote research agents.

• rplryan/x402-discovery-mcp [x402-discovery-mcp MCP server] 🐍 ☁️ - Runtime discovery for x402-payable APIs: find and route to pay-per-call endpoints by capability, ranked by quality and trust score, plus a Python SDK and CLI.

• x402-index/x402search-mcp [x402-index/x402search-mcp MCP server] 📇 ☁️ 🍎 🪟 🐧 - Search x402-enabled HTTP APIs by keyword, paid per search via x402 micropayments on Base.

• ikoskela/wisepanel-mcp [ikoskela/wisepanel-mcp MCP server] 📇 ☁️ 🍎 🪟 🐧 - Multi-agent deliberation across ChatGPT, Claude, Gemini and Perplexity, with dynamically generated roles that explore the question from divergent angles.

• YangLiangwei/PersonalizationMCP 🐍 ☁️ 🏠 🍎 🪟 🐧 - Aggregate personal data from Steam, YouTube, Bilibili, Spotify, Reddit and other gaming, music, video and social platforms, with OAuth2 and token management.

• Swarmwage/swarmwage [Swarmwage/swarmwage MCP server] 🎖️ 📇 ☁️ - Agent hiring protocol on x402: discover specialized agents, hire them in one call and settle in USDC on Base, with reputation and on-chain EIP-3009 receipts.

• ertad-family/liquid [ertad-family/liquid MCP server] 🐍 ☁️ 🏠 - Connect agents to any REST API on the fly: maps the API once, then fetches typed data deterministically without per-call LLM use. Self-hosted.

• tsouth89/toolport [tsouth89/toolport MCP server] 🦀 🏠 🍎 🪟 🐧 - Local gateway and manager for MCP servers shared across AI coding tools: set up and authenticate each server once, with lazy discovery and OS keychain storage.

• skillselion/skillselion-mcp [skillselion/skillselion-mcp MCP server] 📇 ☁️ - Search the Skillselion catalog of community-vetted Claude Code skills, MCP servers and marketplaces, ranked by installs and GitHub stars; load skills mid-task.

• singhpratech/crimson-crab-mcp-template [singhpratech/crimson-crab-mcp-template MCP server] 🦀 🏠 🍎 🪟 🐧 - Rust template for an MCP server that queries Anthropic's Claude API via the crimson-crab SDK.

• forcedreamai/forcedream-mcp [forcedreamai/forcedream-mcp MCP server] 🎖️ 📇 ☁️ - Discover, invoke and verify agents on a paid marketplace: code generation, security scanning (OSV.dev, GitGuardian) and lead scoring, with signed results.

• mcccsm/x402-list-mcp [mcccsm/x402-list-mcp MCP server] 📇 ☁️ - Find and vet x402 payment APIs in the x402-list directory: search and rank services, check uptime, health, per-endpoint prices and on-chain settlement volume.

• activeing123/mcptoon [activeing123/mcptoon MCP server] 🐍 🏠 🍎 🪟 🐧 - Connect AI agents to MCP servers from one config synced across coding tools, served through one process with compact tool discovery and spec validation.

• kaxiyu/aiagentmarket [kaxiyu/aiagentmarket MCP server] 📇 ☁️ - Labor marketplace protocol for AI agents with atomic escrow and weighted anti-Sybil reputation.

• Strategiumfinancepartner/AgentNexus [Strategiumfinancepartner/AgentNexus MCP server] 📇 ☁️ - Discovery and reliability registry of APIs, MCP servers and CLIs for AI agents: scheduled health probes, per-entry health cards with evidence expiry, free key in one call.

🚀 Aerospace & Astrodynamics

• gregario/astronomy-oracle [astronomy-oracle MCP server] 📇 🏠 🍎 🪟 🐧 - Astronomical catalog data and observing session planning: OpenNGC deep-sky objects with visibility, rise/transit/set and alt/az calculations.
• viventine-space/orbit-sentinel-mcp [Viventine-Space/orbit-sentinel-mcp MCP server] 🎖️ 🏎️ ☁️ 🍎 🪟 🐧 - Search FCC, ITU, UNOOSA and FAA space regulatory filings via Orbit Sentinel: semantic search, entity dossiers, spectrum holdings, launch licenses and alerts.

🤝 Agreements & Coordination

MCP servers for creating, coordinating, and executing agreements: commitments, escrow, and multi-party decision workflows across humans, agents, and organizations.

• BrightbeamAI/chap [BrightbeamAI/chap MCP server] 🎖️ 📇 🏠 🍎 🪟 🐧 - CHAP Coordinator for auditable human-agent collaboration: approvals, overrides, handoffs, escalations and hash-linked evidence.

• cirwel/unitares [cirwel/unitares MCP server] 🐍 🏠 - Self-hosted, single-operator attributed record for multiple agents: identity and lineage, claims and evidence, agent review that keeps objections on file, and outcomes linked to the check-ins and predictions they grade.

• CNSLabs/agreements-api-sdk [CNSLabs/agreements-api-sdk MCP server] 📇 ☁️ 🏠 - Define, validate, deploy and operate machine-readable agreements, with EIP-712 permit preparation, signed participant inputs, state reads and input history.

• cogdepot/mcp-server [cogdepot/mcp-server MCP server] 🎖️ 📇 ☁️ 🍎 🪟 🐧 - Access cogDepot, an anonymous broker where agents publish capability listings, negotiate terms and form escrow-backed deals with two-sided reputation.

• decision-anchor/mcp-server [decision-anchor/mcp-server MCP server] 📇 ☁️ - External anchoring layer that records AI agent accountability boundaries on both sides, without inspecting content or passing judgment.

• elicitly/elicitly [elicitly/elicitly MCP server] 🎖️ 📇 🏠 🍎 🪟 🐧 - Human-in-the-loop via MCP elicitation: native confirmation dialogs and typed forms from JSON schemas in the host, plus a check of supported features.

• GriffMurder/taskbullet-mcp-server [GriffMurder/taskbullet-mcp-server MCP server] 🎖️ 📇 ☁️ - Delegate phone calls, captcha/2FA logins, errands and QA your agent can't finish to a real human assistant, then track results.

• ianewsfr-a11y/ergonia [ianewsfr-a11y/ergonia MCP server] 🎖️ 📇 ☁️ - Marketplace of verifiable tasks for AI agents: publish independently checkable tasks, submit work and build reputation, with actions in a hash-chained register.

• inamprotocol/inam-protocol [inamprotocol/inam-protocol MCP server] [INAM Protocol MCP connector] 🎖️ 📇 ☁️ - Look up AI agents' evidence-based reputation and record two-party signed work receipts, with operator-authorized verification and a Merkle transparency log.

• Vladimir-Human/humanizer-ru [Vladimir-Human/humanizer-ru MCP server] 🏠 🪟 🍎 🐧 - Detect and normalize traces of machine generation in Russian text, without authorship verdicts.

• humanforai/humanforai-mcp [humanforai/humanforai-mcp MCP server] 🎖️ 📇 ☁️ - Hire human operators for tasks needing physical presence, perception or judgment: real-world verification, product testing, AI output review and errands.

• gofrantic/frantic-mcp [gofrantic/frantic-mcp MCP server] 📇 ☁️ - Public bounty board where AI agents claim funded bounties, deliver work and get paid in USDC on Base on acceptance, with a public receipt ledger.

• lanekingsbery/open-task-relay-public [Open Task Relay MCP server] 📇 ☁️ - Open Task Relay: bounded public-good tasks that AI agents can discover, complete, submit and independently verify.

• t3ratech/market-pulse-mcp [t3ratech/market-pulse-mcp MCP server] 🎖️ 📇 ☁️ - Evidence-graded index of where AI agents can earn: agent-work lanes graded A/B/C/F from recorded payouts, should-I-bid advice, a hash-chained evidence ledger and live agent job listings. Read-only, free without a key.

• tbernabo/forbiz-mcp [tbernabo/forbiz-mcp MCP server] 📇 ☁️ 🏠 🍎 🪟 🐧 - Forbiz, the CRM for AI agents: record commitments with the signal you expect back and by when, plus evidence and outcomes, so the next session or agent resumes the open commitment instead of duplicating it. Starts with no account; every write is attributed to the agent that made it.

• TheRealDalaiLama/glyphdna-mcp [TheRealDalaiLama/glyphdna-mcp MCP server] 🐍 🏠 - Agent identity with self-held Ed25519 keys, verifiable multi-party meeting rooms with co-signed transcript receipts, and script provenance chains.

• tribeunal/mcp-server [tribeunal/mcp-server MCP server] 📇 ☁️ 🏠 - Community jury platform where humans and AI agents open cases, weigh evidence and vote together, with arbitration mode, verdict waiting and signed webhooks.

• sttruji/mundane-mcp [sttruji/mundane-mcp MCP server] 🎖️ 🐍 ☁️ - Hire ID-verified people for errands, on-site photos, queue-sitting and in-person bookings, with escrow-backed offers, chat and proof-of-completion review.

• signdocsbrasil/signdocs-mcp-server [signdocsbrasil/signdocs-mcp-server MCP server] 🎖️ 📇 ☁️ 🏠 - Brazilian e-signature (SignDocs Brasil): create signing sessions and multi-signer envelopes, upload and download documents, verify signatures, and manage webhooks. ICP-Brasil digital certificates, facial biometrics and OTP, under MP 2.200-2. Local stdio via npx -y @signdocs-brasil/mcp-server, or the hosted HTTP endpoint.

♿ Accessibility

• kim-dongho/krds-a11y-mcp [kim-dongho/krds-a11y-mcp MCP server] 📇 🏠 🍎 🐧 - Korea's government design system (KRDS) components with KWCAG 2.2 (Korean web accessibility standard) built in: refuses markup when labels or alt text are missing, checks rendered pages with axe plus real keyboard and contrast measurements, and ships Claude Code/Codex hooks that keep agents from finishing while violations remain.
• kinti/a11y-toolkit [kinti/a11y-toolkit MCP server] 🐍 🏠 - WCAG 2.2 accessibility tools: color contrast checks including text over images, EU accessibility declaration generation and an aria-live announcement monitor.
• mishan/shotbox [mishan/shotbox MCP server] 🐍 🏠 🐧 - Runs real GUI programs in a sealed X11 or Wayland session where an agent can read the accessible tree, take screenshots and clips with sound, click, type and drive gamepads, then check what it finds: unnamed controls, contrast, Tab order, screen reader announcements and audio dropouts.
• vince-gonzalez/opticquiz-mcp [vince-gonzalez/opticquiz-mcp MCP server] 📇 🏠 🍎 🪟 🐧 - Color-vision accessibility: check palettes and images for colorblind safety, generate safe palettes, simulate color blindness and create Ishihara-style plates.

🎨 Art & Culture

Access and explore art collections, cultural heritage, and museum databases. Enables AI models to search and analyze artistic and cultural content.

• AceDataCloud/MCPFlux [AceDataCloud/MCPFlux MCP server] 🐍 ☁️ - Flux image generation and editing from Black Forest Labs via the Ace Data Cloud API.

• musajala/musajala-mcp [musajala/musajala-mcp MCP server] 📇 ☁️ - Collaborative Arabic poetry arena and Poetic Equity protocol connecting AI agents with human poets.

• AceDataCloud/MCPNanoBanana [AceDataCloud/MCPNanoBanana MCP server] 🐍 ☁️ - Nano Banana image generation and editing, including virtual try-on and product placement in realistic scenes.

• AceDataCloud/MCPSeedream [AceDataCloud/MCPSeedream MCP server] 🐍 ☁️ - ByteDance Seedream image generation and editing via the Ace Data Cloud API.

• AIDataNordic/alexandria-mcp [AIDataNordic/alexandria-mcp MCP server] 🐍 ☁️ - Semantic search over classical philosophy and humanities works.

• 8enSmith/mcp-open-library 📇 ☁️ - Search for book information via the Open Library API.

• fgbytes/sansfiction-mcp [fgbytes/sansfiction-mcp MCP server] 📇 ☁️ - Search the SansFiction book catalog by title, author, series or ISBN and manage a personal reading library: status, progress, ratings, reviews and collections.

• abhiemj/manim-mcp-server 🐍 🏠 🪟 🐧 - Generate animations locally using Manim.

• austenstone/myinstants-mcp 📇 ☁️ 🏠 🍎 🪟 🐧 - Soundboard with meme sounds from myinstants.com: search, play and browse categories.

• ahujasid/blender-mcp 🐍 - Connect AI assistants to Blender.

• JasmyLab-JANCTION/janction-render [JasmyLab-JANCTION/janction-render MCP server] 🐍 ☁️ 🍎 🪟 🐧 - Render Blender scenes and 3D models (.blend, bpy scripts, GLB/glTF, FBX, USD, OBJ, STL) on cloud GPUs from AI agents: product shots, 360-degree turntables, animations and stills, with a tiled preview and a time estimate first. Remote MCP (OAuth) or stdio.

• albertnahas/icogenie-mcp [icogenie-mcp MCP server] 📇 ☁️ - Generate SVG icons from text descriptions with customizable styles.

• alexzavialov/travel-art-mcp [travel-art-mcp MCP server] 📇 ☁️ - Art-tourism data: biennales (Venice, Whitney), art fairs (Art Basel, Frieze), major museum visitor guides and art trip recommendations.

• aliafsahnoudeh/shahnameh-mcp-server 🐍 🏠 🍎 🪟 🐧 - Access the Shahnameh (Book of Kings), Ferdowsi's Persian epic poem, including sections, verses and explanations.

• arikusi/nakkas [nakkas MCP server] 📇 🏠 🍎 🪟 🐧 - SVG art engine controlled through JSON config: CSS keyframe and SMIL animations, parametric curves, filters, gradients and PNG preview.

• Armulee/ai-gateway-mcp [Armulee/ai-gateway-mcp MCP server] 📇 ☁️ - No-markup video, image and speech generation with 400+ Vercel AI Gateway models (Veo, Kling, Seedance, Nano Banana, GPT Image) inside Claude or ChatGPT, billed to your own Gateway credits at provider price. Self-hosted on your own Vercel account.

• ArturLys/ao3-mcp [ArturLys/ao3-mcp MCP server] 🐍 🏠 - Search Archive of Our Own (AO3) and delegate full-fic reading to Gemini, so recommendations draw on the actual text rather than the blurb.

• asmith26/jupytercad-mcp 🐍 🏠 🍎 🪟 🐧 - Control JupyterCAD using natural language.

• attalla1/photopea-mcp-server [attalla1/photopea-mcp-server MCP server] 📇 🏠 🍎 🪟 🐧 - Image editing through Photopea: documents, layers, text, shapes, filters, effects and export.

• krupalghori44-dev/infyicon-mcp [krupalghori44-dev/infyicon-mcp MCP server] 📇 ☁️ - Search hand-drawn Infyicon icons in four matching styles and fetch SVG markup or PNG URLs.

• quokkapix/quokkapix-mcp [quokkapix/quokkapix-mcp MCP server] 📇 🏠 🍎 🪟 🐧 - Resize, compress, convert, remove backgrounds, strip metadata, watermark and export images locally through QuokkaPix, without uploading source images.

• BluesPrince/thiri-mcp [BluesPrince/thiri-mcp MCP server] 📇 ☁️ 🏠 - Deterministic music theory: chord and Roman numeral analysis, voicing and reharmonization.

• burningion/video-editing-mcp 🐍 - Add, analyze, search and generate video edits from your Video Jungle collection.

• cantian-ai/bazi-mcp 📇 🏠 ☁️ 🍎 🪟 - Bazi (Chinese astrology) charting and analysis.

• cfpramod/open-museum-mcp [cfpramod/open-museum-mcp MCP server] 📇 ☁️ 🍎 🪟 🐧 - License-verified search across The Met, Cleveland, AIC, Wikimedia Commons and Europeana, limited to CC0 and public-domain works, with citations.

• forgemeshlabs/imagegen-mcp [forgemeshlabs/imagegen-mcp MCP server] 📇 ☁️ - Image generation, background removal and 4x upscaling, paid per image via x402 in USDC on Base.

• Cifero74/mcp-apple-music [mcp-apple-music MCP server] 🐍 🏠 🍎 - Apple Music integration: search the catalog, browse your library, manage playlists and get personalized recommendations.

• codex-curator/studiomcphub [studio-mcp-hub MCP server] 🐍 ☁️ - Creative AI tools: image generation, upscaling, background removal, product mockups, CMYK conversion, print-ready PDFs, SVG vectorization and watermarking.

• ConstantineB6/comfy-pilot 🐍 🏠 - View, edit and run ComfyUI node-based image generation workflows, with an embedded terminal.

• CreativeClawCo/creative-claw-marketplace [creative-claw-marketplace MCP server] ☁️ - Access media models such as Flux 2 Pro, Nano Banana Pro, GPT Image 2, Veo 3.1, Sora 2, Kling and ElevenLabs for image, video, speech, 3D and branded graphics.

• cswkim/discogs-mcp-server 📇 ☁️ - Interact with the Discogs API.

• clanker-records/crompton-network [clanker-records/crompton-network MCP server] 📇 ☁️ 🍎 🪟 🐧 - Machine-native listening platform for C.W.A.'s album Straight Outta Crompton, letting AI agents listen to it.

• DataCraftsmanAU/vineverse-mcp [DataCraftsmanAU/vineverse-mcp MCP server] 📇 ☁️ 🍎 🪟 🐧 - The Bible as a knowledge graph of verses, people, places, topics and Hebrew lexemes: scripture search, interlinear lookup, cross references and genealogy.

• delmas41/gradusnotation [gradusnotation MCP server] 📇 ☁️ 🍎 🪟 🐧 - Render music notation as SVG, MusicXML and MIDI from a JSON score, analyze MusicXML harmonically and search a music-theory knowledge base.

• diivi/aseprite-mcp 🐍 🏠 - Create pixel art using the Aseprite API.

• djalal/quran-mcp-server 📇 ☁️ - Interact with the Quran.com corpus via its REST API.

• dokaNc/illugen-mcp [dokaNc/illugen-mcp MCP server] 🐍 🏠 🪟 - Build, edit and render JangaFX IlluGen node graphs (procedural textures, VFX flipbooks): 157 node types, typed pin checks, curves, gradients, subgraphs, and invisible rendering through your own IlluGen.

• drakonkat/wizzy-mcp-tmdb 📇 ☁️ - Search and retrieve movie, TV show and person information from The Movie Database (TMDB) API.

• effectustasi/autodesk-inventor-mcp [effectustasi/autodesk-inventor-mcp MCP server] 🐍 🏠 🪟 - Connect AI assistants to a live Autodesk Inventor session over COM: inspect bodies and features, find sliver faces in imported models, dry-run Unwrap, and script the Inventor API.

• fatenava/fatenava-mcp [fatenava-mcp MCP server] 🎖️ 📇 🏠 ☁️ 🍎 🪟 🐧 - Destiny charting: BaZi, Zi Wei Dou Shu and Western astrology natal charts, with true solar time correction and Chinese, English, Japanese and Korean input.

• flamexnreal/davinci-resolve-ai-bridge-mcp [flamexnreal/davinci-resolve-ai-bridge-mcp MCP server] 🐍 🏠 🍎 - Local bridge for DaVinci Resolve (Free and Studio): timeline inspection, zoom animation, color adjustments and duplicate-timeline review.

• Gatyh/3dtexel-mcp [Gatyh/3dtexel-mcp MCP server] 🎖️ 📇 ☁️ - Official 3D Texel server: search and download 7,000+ PBR materials, HDRIs, decals and 3D assets (1,600+ free CC0) and generate seamless PBR materials and HDRI skyboxes with credits.

• gavxm/ani-mcp [ani-mcp MCP server] 📇 🏠 - AniList integration with taste-aware recommendations, watch analytics, social tools and list management.

• gchen19/AnkusDrive [gchen19/AnkusDrive MCP server] 🐍 🏠 🍎 🪟 🐧 - Drive a local FreeCAD from an agent: parametric CAD, TechDraw drawings with GD&T, CalculiX FEM, and CFD, thermal, EM and multiphysics simulation.

• GenWaveLLC/svgmaker-mcp 📇 ☁️ - Generate and edit SVGs via natural language, with real-time updates and secure file handling.

• gokimedia/tarot-mcp-server [gokimedia/tarot-mcp-server MCP server] 📇 🏠 🍎 🪟 🐧 - Tarot meanings for all 78 cards, upright and reversed interpretations, love and career readings, yes-or-no answers, random draws and three-card spreads.

• gupta-kush/spotify-mcp 🐍 ☁️ 🍎 🪟 🐧 - Spotify tools: smart shuffle, natural-language song search, vibe analysis, artist network mapping, taste evolution and playlist management.

• hanshs474/kavel-mcp [hanshs474/kavel-mcp MCP server] 📇 🏠 🍎 🪟 🐧 - Discover Kavel's AI photo and video generators (hairstyles, figurines, pet portraits, yearbook photos, dance videos, HD restoration) and get tuned prompts.

• hjbaard/SolidWorks-MCP [hjbaard/SolidWorks-MCP MCP server] 🐍 🏠 🪟 - Drive a running SolidWorks from an agent over COM: 86 tools for parametric parts and assemblies (extrude, revolve, sweep, loft, holes on any face, ribs, fillets, shells, patterns, mates, joints checked over their range, interference checks, STEP/STL export). Every modelling call returns measured volume and bounding box, so the agent can verify its own work.

• jau123/MeiGen-AI-Design-MCP [mei-gen-ai-design-mcp MCP server] 📇 ☁️ 🏠 - Image generation and editing with a curated prompt library, prompt enhancement and routing across local ComfyUI, MeiGen Cloud and OpenAI-compatible APIs.

• j-east/pixel-surgeon-mcp [j-east/pixel-surgeon-mcp MCP server] 📇 🏠 🍎 🪟 🐧 - Image and video generation, editing and region repair via Gemini 3.1 Flash Image, GPT Image 2, Grok Imagine and Veo 3, with style presets.

• kenzolika/yandex-music-mcp [kenzolika/yandex-music-mcp MCP server] 🐍 ☁️ 🍎 🪟 🐧 - Unofficial Yandex Music server: search, likes, listening history, My Wave, similar tracks, public playlists by link, playlist management and export of your library to TXT/CSV.

• khglynn/spotify-bulk-actions-mcp 🐍 ☁️ - Bulk Spotify operations: confidence-scored song matching, batch playlist creation from CSV or podcast lists, and exports of your most-saved artists and albums.

• labelgrid/labelgrid-mcp [labelgrid/labelgrid-mcp MCP server] 🎖️ 📇 ☁️ - Manage your LabelGrid music distribution catalog, releases, analytics and royalties.

• leonardoca1/aesthetics-wiki-mcp [leonardoca1/aesthetics-wiki-mcp MCP server] 🐍 🏠 🍎 🪟 🐧 - Search, read and discover visual aesthetics such as cottagecore, dark academia, Y2K and goblincore from the Aesthetics Wiki.

• memebo-at/memeboat-mcp [memebo-at/memeboat-mcp MCP server] 🎖️ 📇 ☁️ 🏠 🍎 🪟 🐧 - Create memes from memebo.at templates: search the catalog, caption a template and get a shareable meme link.

• mikechao/metmuseum-mcp 📇 ☁️ - Search and display artworks via the Metropolitan Museum of Art Collection API.

• mikan-atomoki/text-to-model [text-to-model MCP server] 🐍 🏠 🪟 🍎 - Turn natural language into 3D models in Fusion 360, with CAD tools for sketches, extrudes, fillets and JIS standard parts.

• molanojustin/smithsonian-mcp 🐍 ☁️ - Access the Smithsonian Institution's Open Access collections.

• noteboxd/mcp [mcp MCP server] 📇 ☁️ 🏠 - Query the Noteboxd fragrance encyclopedia for perfumes, notes, accords, brands, perfumers, reviews and charts.

• joshseane/-nmlp-mcp [-nmlp-mcp MCP server] 📇 ☁️ - First-edition book identification using points of issue, number-line decoding and publisher rules, plus New Mexico book-donation logistics.

• ni-c/calibreweb-mcp [ni-c/calibreweb-mcp MCP server] 📇 🏠 - Read-only access to a self-hosted Calibre-Web or Calibre-Web Automated ebook library via OPDS: search, shelves, covers and per-format download links.

• ntworm/ableton-mcp-server [ntworm/ableton-mcp-server MCP server] 🐍 🏠 🍎 🪟 - Inspect and automate Ableton Live locally through a Python MIDI Remote Script, with MIDI editing, device control, audio analysis and groove tools.

• OctoEverywhere/mcp #️⃣ ☁️ - 3D printer access: live printer state, webcam snapshots and printer control.

• omni-mcp/isaac-sim-mcp 📇 ☁️ - Natural-language control of NVIDIA Isaac Sim, Isaac Lab, OpenUSD and more, via a server and an extension.

• Pantani/ableton-mind [Pantani/ableton-mind MCP server] 📇 🏠 🍎 🪟 - Control Ableton Live through a local Remote Script bridge: inspect sets, create tracks, scenes and clips, load devices, apply music recipes and verify changes.

• Pantani/tdmcp [Pantani/tdmcp MCP server] 📇 🏠 🍎 🪟 - Describe a visual to build a playable TouchDesigner network: audio-reactive, generative, particle, 3D and feedback systems with live knobs and MIDI/OSC/DMX.

• PatrickPalmer/MayaMCP 🐍 🏠 - Connect AI assistants to Autodesk Maya.

• pzfreo/build123d-mcp [pzfreo/build123d-mcp MCP server] 🐍 🏠 🍎 🪟 🐧 - Create, inspect and iterate on 3D geometry with build123d parametric CAD: render PNG/SVG views, measure geometry and export STEP/STL.

• Psalmustrack/lambdacad-mcp [Psalmustrack/lambdacad-mcp MCP server] 🐍 🏠 🐧 - Drive BricsCAD on Linux via an AutoLISP bridge: 2D drafting with dimensions and hatches, 3D solids with booleans, generated drawing views and PDF export.

• doctorm333/promptpilot-mcp-server [doctorm333/promptpilot-mcp-server MCP server] 📇 ☁️ - Generate images, video and audio with models such as Flux, GPT-Image-1, Imagen 4, Grok, Seedance and ElevenLabs, with prompt presets and batch generation.

• r-huijts/oorlogsbronnen-mcp 📇 ☁️ - Access historical WWII records, photographs and documents from the Netherlands (1940-1945) via the Oorlogsbronnen (War Sources) API.

• r-huijts/rijksmuseum-mcp 📇 ☁️ - Search artworks and get details and collections via the Rijksmuseum API.

• raveenb/fal-mcp-server 🐍 ☁️ - Generate images, videos and music with Fal.ai models such as FLUX, Stable Diffusion and MusicGen.

• rekordcloud/sonovault-mcp [rekordcloud/sonovault-mcp MCP server] 📇 ☁️ 🍎 🪟 🐧 - Music metadata search over tracks, artists, labels and releases: genres, release dates, ISRC/ISWC codes and IDs for Spotify, Apple Music, Discogs and more.

• rosasynthesiz/flstudio-mcp [flstudio-mcp MCP server] 🐍 🏠 🪟 - Control FL Studio: in-DAW mixing (gain staging, EQ, compression, reverb, reference matching), routing and composition.

• runcomfy-com/runcomfy-mcp [runcomfy-com/runcomfy-mcp MCP server] 🎖️ 🐍 ☁️ - Manage RunComfy ComfyUI serverless deployments, hosted model inference and LoRA training jobs.

• samuelgursky/davinci-resolve-mcp 🐍 - DaVinci Resolve integration for video editing, color grading, media management and project control.

• sharafutdinovdi/revit-model-mcp [sharafutdinovdi/revit-model-mcp MCP server] 🐍 #️⃣ 🏠 🪟 - Read a live Autodesk Revit model (elements, parameters, views, warnings, PNG exports); model changes are opt-in, with dry runs and post-commit verification.

• shunshi-ai/bazi-reader-mcp [shunshi-ai/bazi-reader-mcp MCP server] 📇 🏠 🍎 🪟 🐧 - Bazi (Four Pillars) charting with true solar time correction and output in Chinese, English, Japanese and Korean.

• smeet666/mcp-lrclib [smeet666/mcp-lrclib MCP server] 📇 ☁️ 🍎 🪟 🐧 - Search tracks on LRCLIB and read their lyrics, including time-synced LRC lines, with compact search results.

• smeet666/mcp-imslp [smeet666/mcp-imslp MCP server] 📇 ☁️ - Read IMSLP, the Petrucci Music Library: search works and composers, view catalogue numbers, key and instrumentation, and browse editions with copyright status.

• slshults/shakespeare-monologues-mcp [shakespeare-monologues-mcp MCP server] 📇 ☁️ - Search Shakespeare monologues by character, play or first line, and fetch full text, modern-English paraphrases and scene or play summaries.

• smeet666/mcp-books [smeet666/mcp-books MCP server] 📇 ☁️ - Search the Internet Archive, the Library of Congress and the Bibliothèque nationale de France at once, across catalogues and inside scanned text.

• speedwarnsf/scenef-mcp [speedwarnsf/scenef-mcp MCP server] 🎖️ 📇 ☁️ 🍎 🪟 🐧 - Read-only showtimes for California and Hawaii theaters, from repertory houses and 35mm/70mm screenings to chains, verified against each theater's calendar.

• tasopen/mcp-alphabanana [mcp-alphabanana MCP server] 📇 🏠 🍎 🪟 🐧 - Generate image assets with Google Gemini (Nano Banana 2 and Pro): transparent PNG/WebP, exact resizing and cropping, reference images and Search grounding.

• TOBYCAI/image-mcp [TOBYCAI/image-mcp MCP server] 🐍 🏠 🍎 🪟 🐧 - Offline image processing: resize, crop, convert, compress, rotate, flip, thumbnails, watermarks, effects, placeholders and overlays.

• TwelveTake-Studios/reaper-mcp 🐍 🏠 🍎 🪟 🐧 - Control the REAPER DAW for mixing, mastering, MIDI composition and music production.

• UModeler/picoberry-mcp [UModeler/picoberry-mcp MCP server] 🎖️ 📇 ☁️ - Generate 3D models and images from text or reference images, then remesh, retexture, auto-rig, animate and export GLB/FBX/OBJ via the PicoBerry API.

• Venut-Technologies/serato-dj-mcp [Venut-Technologies/serato-dj-mcp MCP server] 📇 🏠 🍎 - Ask an AI assistant about your Serato DJ library: harmonic BPM and Camelot key search, crates, duplicate and missing-file audits, and new crates built with a preview before anything is written. Unofficial.

• vicseeai/vicsee-mcp-server [vicseeai/vicsee-mcp-server MCP server] 📇 ☁️ - Generate, edit and upscale AI video and images (Seedance, Veo, Kling, FLUX, Nano Banana) via VicSee.

• wretcher207/reaper-daemon [wretcher207/reaper-daemon MCP server] 🐍 🏠 🍎 🪟 🐧 - Drive the REAPER DAW over a local file bridge: read plugins and parameters, set FX values, write automation and measure mix changes, all inside undo blocks.

• XavierFabregat/spotify-mcp [XavierFabregat/spotify-mcp MCP server] 📇 🏠 🍎 🪟 🐧 - Conversational Spotify control: play by description and manage the queue, devices, playlists and library, with a guided setup wizard.

• Xxx91n/mcp-for-maya [Xxx91n/mcp-for-maya MCP server] 🐍 🏠 🪟 🐧 - MCP server giving AI agents spatial awareness inside Autodesk Maya — scene inspection, deterministic audit, checkpoint/rollback transactional safety, screenshot-based visual verification (Beta).

• yonlandwu/chinese-almanac-mcp [chinese-almanac-mcp MCP server] 📇 🏠 🍎 🪟 🐧 - Chinese almanac (Tung Shing): daily readings, hour-pillar luck ratings, NASA JPL-based solar terms, auspicious dates, zodiac horoscopes and lucky hours.

• yuluo688/gen-image-mcp [yuluo688/gen-image-mcp MCP server] 📇 🏠 🍎 🪟 🐧 - Generate and edit images via your own OpenAI-compatible or Gemini image APIs and save them into the project directory, with optional model fallback.

• yuna0x0/anilist-mcp 📇 ☁️ - Anime and manga information from the AniList API.

• smeet666/mcp-bideetmusique [smeet666/mcp-bideetmusique MCP server] 📇 ☁️ 🍎 🪟 🐧 - Search Bide & Musique's hand-catalogued collection of forgotten French songs by performer, title, writer, lyrics, label or year, and read full records.

📐 Architecture & Design

• AETumiApp/aetumi-mcp [AETumiApp/aetumi-mcp MCP server] 📇 ☁️ - AETumi MCP — gateway for AI coding assistants (Claude Code, Cursor, Codex) to production-ready Three.js/WebGL 3D web components, templates and interactive scenes.

Design and visualize software architecture, system diagrams, and technical documentation. Enables AI models to generate professional diagrams and architectural documentation.

• aidc2026ai-melon/aidc-ai-mcp [aidc2026ai-melon/aidc-ai-mcp MCP server] 🎖️ 📇 ☁️ - Deterministic AI data-center design for Korea (NVIDIA Rubin era, 22.9 kV intake): rack count, PUE, total MVA, cooling split, CDU planning, cost and timeline.
• ant-dev-lab/nightmarquee-mcp [ant-dev-lab/nightmarquee-mcp MCP server] 🎖️ 📇 ☁️ 🍎 🪟 🐧 - Art-directed website prompts as slash commands for hero sections, landing pages, SaaS, portfolios, e-commerce and 3D/WebGL scenes, each with a live demo.
• awdr74100/figwright [awdr74100/figwright MCP server] 📇 🏠 🍎 🪟 🐧 - Bidirectional Figma bridge: turn selections into framework-aware code reusing your components and tokens, or create frames, text, styles, variables and screens.
• bobaba99/motionlint [bobaba99/motionlint MCP server] 📇 🏠 🍎 🪟 🐧 - Lint web animations with deterministic checks on the live page (duration, easing, stagger, exits, reduced motion, hover) plus optional vision-LLM UX review.
• [builditwithgk/repo-cartogr