Other
Everything not yet classified into a main category.
No benchmark data published for this category yet — all entries below are registry listings.
| Server | Status | Stars | Namespace | Transports | Description |
|---|---|---|---|---|---|
| abell | Listed | 437 | GitHub | stdio | AI tools related to Abell. Currently includes MCP of Abell |
| agent-device | Listed | 3,513 | GitHub | stdio | Let AI agents inspect, control, and debug real iOS, Android, desktop, and TV apps |
| agent-harnesses | Listed | 348 | GitHub | stdio | Opinionated agent-harness picks (recommend/pick_harness), search & decision guides. |
| agent-recall | Listed | 311 | GitHub | stdio | Correction-first agent memory. Precision KPI tracks if agents heed warnings. 5 layers, local-only. |
| flutter-skill (ai-dashboad) | Listed | 325 | GitHub | stdio | AI-powered E2E testing for 10 platforms. 253 MCP tools. Zero test code needed. |
| Airweave Search | Listed | 6,488 | GitHub | stdio, remote | MCP server for searching Airweave collections with natural language queries. |
| anytype-mcp | Listed | 481 | GitHub | stdio | Official MCP server for Anytype API - your encrypted, local and collaborative wiki. |
| comfyui-mcp | Listed | 410 | GitHub | stdio | MCP server + Claude Code plugin for ComfyUI: run workflows, generate images, manage models & VRAM. |
| AutoTS | Listed | 1,423 | GitHub | stdio | Automated time series forecasting with model search, anomaly detection, and event risk analysis |
| monitor | Listed | 1,245 | GitHub | stdio | BetterDB MCP server - Valkey observability for Claude Code and other MCP clients |
| arxiv-mcp-server | Listed | 2,970 | GitHub | stdio | Search arXiv papers, download full text, semantic search, citation graphs, and alerts via MCP. |
| blitz | Listed | 1,724 | GitHub | stdio | Give AI agents full control over iOS/macOS development via a native macOS app with 30+ MCP tools. |
| BoostedTravel (boostedchat) | Listed | 1,595 | Domain-verified | stdio, remote | Flight search & booking for AI agents. 400+ airlines, $20-50 cheaper than OTAs. |
| BoostedTravel (Efistoffeles) | Listed | 1,595 | GitHub | stdio | Flight search & booking for AI agents. 400+ airlines, 75 free local connectors. |
| brave-search-mcp-server | Listed | 1,311 | GitHub | stdio | Brave Search MCP Server: web results, images, videos, rich results, AI summaries, and more. |
| XcodeBuildMCP (cameroncooke) | Listed | 6,096 | GitHub | stdio | XcodeBuildMCP provides tools for Xcode project management, simulator management, and app utilities. |
| ChiR24-unreal_mcp | Listed | 793 | Domain-verified | remote | Control Unreal Engine to browse assets, import content, and manage levels and sequences. Automate… |
| ChiR24-unreal_mcp_server | Listed | 793 | Domain-verified | remote | A comprehensive Model Context Protocol (MCP) server that enables AI assistants to control Unreal E… |
| Chrome DevTools MCP | Listed | 47,226 | GitHub | stdio | MCP server for Chrome DevTools |
| Claude Code Explorer MCP (nirholas) | Listed | 6,262 | GitHub | stdio | Explore the Claude Code CLI source — browse tools, commands, search code, and more. |
| claude-code-organizer | Listed | 358 | GitHub | stdio | Organize Claude Code memories, skills, MCP servers, commands, agents, rules via drag-and-drop. |
| claude-flow | Listed | 65,242 | GitHub | stdio | AI orchestration with hive-mind swarms, neural networks, and 87 MCP tools for enterprise dev. |
| Code Context Engine | Listed | 365 | GitHub | stdio | Index your codebase. AI searches instead of re-reading files. 94% token savings. |
| Codebase Memory | Listed | 33,077 | GitHub | stdio | Codebase knowledge graph for AI agents — 159 languages, sub-ms queries, 99% fewer tokens. |
| Claude Code Explorer MCP (divu2025) | Listed | 3,127 | GitHub | stdio | Explore the Claude Code CLI source — browse tools, commands, search code, and more. |
| Coder | Listed | 13,881 | GitHub | remote | Manage Coder workspaces, templates, and cloud development environments |
| Figma MCP Server | Listed | 1,782 | Domain-verified | remote | The Figma MCP server brings Figma design context directly into your AI workflow. |
| Context7 | Listed | 59,464 | GitHub | stdio | Up-to-date code docs for any prompt |
| coolify | Listed | 506 | GitHub | stdio | 42 optimized tools for managing Coolify infrastructure, diagnostics, and docs search |
| Desktop Commander | Listed | 8,586 | GitHub | stdio | MCP server for terminal commands, file operations, and process management |
| docfork | Listed | 489 | GitHub | stdio | Up-to-date Docs for AI Agents. |
| EdgarTools | Listed | 2,497 | GitHub | stdio | Open-source SEC EDGAR toolkit — 11 tools, 7 prompts, every filing type. No API key required. |
| Entroly | Listed | 428 | GitHub | stdio | Auditable context engineering for AI agents with compression, recovery, receipts, and verification. |
| exa-labs-exa-code-mcp | Listed | — | Domain-verified | remote | Find open-source libraries and fetch contextual code snippets by version to accelerate development… |
| firebase-mcp | Listed | 4,448 | GitHub | stdio | Gives AI development tools Firebase-specific capabilities and expertise. |
| Gearboy MCP Server | Listed | 1,182 | GitHub | stdio | MCP server for Gearboy Nintendo Game Boy / Game Boy Color emulator |
| Gearsystem MCP Server | Listed | 381 | GitHub | stdio | MCP server for Gearsystem Sega Master System / Game Gear / SG-1000 emulator |
| Figma-Context-MCP | Listed | 15,438 | GitHub | stdio | Give your coding agent access to your Figma data. Implement designs in any framework in one-shot. |
| Google Maps MCP Server | Listed | 394 | GitHub | stdio | 18 Google Maps tools for AI agents — geocode, search, directions, weather, and more. |
| ha-mcp | Listed | 4,042 | GitHub | stdio | Comprehensive Model Context Protocol server for managing Home Assistant through AI assistants. |
| haiku-rag | Listed | 547 | GitHub | stdio | Opinionated agentic RAG powered by LanceDB, Pydantic AI, and Docling |
| Hex Graph | Listed | 518 | GitHub | stdio | Deterministic layered code graph MCP server with framework overlays and SCIP interop. |
| Hex Line | Listed | 518 | GitHub | stdio | Hash-verified file editing MCP server with token efficiency hook for AI coding agents. |
| Hex Research | Listed | 518 | GitHub | stdio | Research graph MCP for hypotheses, goals, runs, source quality, audits, and generated maps. |
| Hex SSH | Listed | 518 | GitHub | stdio | Token-efficient SSH MCP with hash-verified files and persistent tmux sessions. 14 tools. |
| hustcc-mcp-mermaid | Listed | 611 | Domain-verified | remote | Generate dynamic Mermaid diagrams and charts with AI assistance. Customize styles and export diagr… |
| mcp · io-github-sceneview-mcp-cbf19c | Listed | 1,260 | GitHub | stdio | 3D & AR SDK for Android, iOS, Web — API docs, samples, validation, and code generation. |
| mcp · io-github-sceneview-mcp-ff53b5 | Listed | 1,260 | GitHub | stdio | 3D & AR SDK for Android, iOS, Web — API docs, samples, validation, and code generation. |
| Unity-MCP | Listed | 3,601 | GitHub | stdio | Make 3D games in Unity Engine with AI. MCP Server + Plugin for Unity Editor and Unity games. |
| jCodemunch MCP | Listed | 2,043 | GitHub | stdio | Token-efficient code exploration via tree-sitter AST parsing. 25+ languages, 95%+ token savings. |
| Keploy | Listed | 18,289 | GitHub | remote | End-to-end API testing — generate and run tests from OpenAPI, curl, Postman, or real user traffic. |
| strata | Listed | 5,771 | Domain-verified | remote | MCP server for progressive tool usage at any scale (see https://klavis.ai) |
| labelhead-artist-momentum | Listed | 74,246 | GitHub | remote | Trending hip-hop artist momentum scores across four cultural dimensions. |
| loki-mode | Listed | 1,023 | GitHub | stdio | Autonomous spec-to-product coding-agent CLI with an MCP server exposing 34 tools over stdio. |
| mcp-server (mapbox) | Listed | 349 | GitHub | stdio, remote | Geospatial intelligence with Mapbox APIs like geocoding, POI search, directions, isochrones, etc. |
| marm-mcp-server | Listed | 314 | GitHub | stdio | Universal MCP Server with advanced AI memory capabilities and semantic search. |
| Marmot Data Catalog | Listed | 600 | GitHub | remote | Open-source data catalog. Search assets, explore lineage, and find ownership. |
| mcp-exa | Listed | 0 | GitHub | stdio | MCP server exposing Exa websearch API |
| mcp-neo4j-data-modeling | Listed | 981 | GitHub | stdio | A simple Neo4j MCP server for creating graph data models. |
| mcp-neo4j-memory | Listed | 981 | GitHub | stdio | MCP Neo4j Knowledge Graph Memory Server |
| mcp-odoo | Listed | 366 | GitHub | stdio | Odoo MCP server: safe gated writes, access diagnostics, schema discovery, multi-instance routing. |
| MCP Registry Server | Listed | 7,049 | Domain-verified | remote | Publish and discover MCP servers via the official MCP Registry. Powered by HAPI MCP server. |
| mcp-server-12306 | Listed | 351 | GitHub | stdio | An MCP server that provides 12306 ticket query |
| mcp-server-chart | Listed | 4,246 | GitHub | stdio | A Model Context Protocol server for generating charts using AntV. |
| mcp-server-commands | Listed | 38,134 | GitHub | stdio | An MCP server to run arbitrary commands |
| mcp-server-filesystem | Listed | 38,134 | GitHub | stdio | MCP server for filesystem access |
| mcp-server-trello | Listed | 422 | GitHub | stdio | MCP server for Trello boards with rate limiting, type safety, and comprehensive API integration. |
| MCP Server for WinDbg Crash Analysis | Listed | 1,444 | GitHub | stdio | A Model Context Protocol server for Windows crash dump analysis using WinDbg/CDB |
| Metabase | Listed | 48,279 | GitHub | remote | Lets AI clients search, explore, query, and visualize data in a Metabase instance. |
| Microsoft Fabric MCP Server | Listed | 3,487 | Domain-verified | stdio | MCP tools for interacting with Microsoft Fabric |
| Microsoft NuGet | Listed | 1,552 | Domain-verified | stdio | A Model Context Protocol (MCP) server for NuGet. |
| monday.com | Listed | 417 | Domain-verified | remote | MCP server for monday.com integration. |
| next-devtools-mcp | Listed | 791 | GitHub | stdio | Next.js development tools MCP server with stdio transport |
| Nim Language Server | Listed | 309 | GitHub | stdio | MCP server providing symbol navigation, diagnostics, and type resolution for Nim projects |
| NotFair-GoogleAds | Listed | 3,161 | GitHub | remote | Google Ads MCP - analyze performance, manage keywords, bids, and campaigns. |
| NotFair-MetaAds | Listed | 3,161 | GitHub | remote | Meta Ads MCP (Facebook + Instagram) - analyze performance, manage budgets, pause campaigns. |
| Nova3D | Listed | 454 | GitHub | stdio | Structured, part-aware 3D generation for AI agents. Named-part GLB, preview URL, Blender script. |
| nx-console | Listed | 1,410 | GitHub | stdio | A Model Context Protocol server implementation for Nx |
| nx-mcp | Listed | 1,410 | GitHub | stdio | A Model Context Protocol server implementation for Nx |
| Octocode | Listed | 434 | GitHub | stdio | AI-powered code indexer with semantic search and knowledge graphs |
| Oh My Posh Validator | Listed | 23,094 | Domain-verified | remote | Validate oh-my-posh configurations and segment snippets against the official schema. |
| openflowkit-mcp | Listed | 645 | GitHub | stdio | Local-first OpenFlowKit diagramming tools for Claude, Cursor, Windsurf & other MCP clients. |
| OpenMetadata | Listed | 14,512 | GitHub | remote | Official OpenMetadata MCP: governed context and business semantics for AI assistants and agents. |
| mcp-server (packmind) | Listed | 301 | Domain-verified | remote | Packmind captures, scales, and enforces your organization's technical decisions. |
| PaperBanana | Listed | 2,161 | GitHub | stdio | Generate academic diagrams and statistical plots from text using multi-agent AI. |
| Persome | Listed | 892 | GitHub | stdio | Local-first personal memory and model server for trusted MCP agents on macOS. |
| PlanExe | Listed | 390 | GitHub | remote | MCP server for generating rough-draft project plans from natural-language prompts. |
| pm-claude-skills | Listed | 1,199 | GitHub | stdio | 515 professional Agent Skills + workflow recipes — searchable & fetchable over MCP. |
| PMB AI | Listed | 313 | GitHub | stdio | Local-first persistent memory for AI coding agents. |
| PraisonAI | Listed | 8,496 | GitHub | stdio | AI Agents Framework with Self Reflection and MCP support |
| ProxmoxMCP-Plus | Listed | 339 | GitHub | stdio | Proxmox VE MCP server for VMs, LXCs, snapshots, backups, storage, and cluster operations. |
| mcp-server (puter) | Listed | 42,799 | Domain-verified | remote | Puter MCP enables AI tools to interact with Puter: manage files, websites, workers, and more |
| strava-mcp | Listed | 456 | GitHub | stdio | MCP server for accessing Strava API |
| Reactive Resume | Listed | 39,690 | GitHub | remote | Free open-source resume builder with remote MCP tools for resumes and job applications. |
| RevoGrid DataGrid MCP | Listed | 3,430 | GitHub | remote | Hosted MCP server for RevoGrid DataGrid docs, examples, feature checks, and migration guidance. |
| RevoGrid DataGrid MCP Pro | Listed | 3,430 | GitHub | remote | Hosted Pro MCP server for RevoGrid DataGrid docs, examples, feature checks, and migration guidance. |
| rsdoctor | Listed | 1,139 | GitHub | stdio | An MCP server that provides build analysis and optimization recommendations for Rspack projects. |
| runno | Listed | 767 | GitHub | stdio | MCP Server for the Runno Sandbox |
| rustunnel | Listed | 646 | GitHub | stdio | Give AI agents public HTTPS/TCP/UDP URLs for any localhost service. Open source, self-hostable. |
| ruv-swarm | Listed | 371 | GitHub | stdio | Neural network swarm orchestration with WebAssembly acceleration and MCP integration |
| Scaleway MCP server | Listed | 986 | GitHub | stdio | Scaleway MCP server for interacting with the Scaleway APIs |
| sceneview | Listed | 1,260 | GitHub | stdio | 3D & AR SDK for Android, iOS, Web — API docs, samples, validation, and code generation. |
| sem | Listed | 3,230 | GitHub | stdio | Entity-level code intelligence: semantic diff, impact analysis, blame, and context for AI agents |
| Semiotic | Listed | 2,686 | GitHub | stdio | Render React data visualizations from JSON. 43 chart types; validate, diagnose, suggest tools. |
| Serena MCP: the IDE for your agent | Listed | 26,602 | GitHub | stdio | A powerful toolkit for coding, providing semantic retrieval and editing capabilities. |
| mcp-local-rag | Listed | 347 | GitHub | stdio | Easy-to-setup local RAG server with minimal configuration |
| ShipSwift | Listed | 2,804 | GitHub | remote | 40+ production-ready SwiftUI recipes for building full-stack iOS apps via MCP. |
| bernstein (sipyourdrink-ltd) | Listed | 707 | GitHub | stdio | Multi-agent orchestrator for CLI coding agents (Claude Code, Codex, Gemini CLI, +40 more). |
| Agent Skills Search Server | Listed | 23,237 | Domain-verified | remote | Search and discover Agent Skills from the skills.sh registry. Powered by HAPI MCP server. |
| socraticode | Listed | 3,126 | GitHub | stdio | MCP server for local codebase indexing, semantic search, and code dependency graphs. |
| Solana MCP by Vybe · solana-mcp-vybe | Listed | 723 | GitHub | remote | Solana MCP developer toolkit: wallets, trades, markets, PnL, transfers, onchain, swaps & API tools. |
| sec-edgar-mcp | Listed | 334 | GitHub | stdio | SEC EDGAR MCP server that provides access to the US public filings through the US SEC EDGAR API |
| Superserve | Listed | 417 | GitHub | stdio, remote | MCP server for Superserve sandboxes: create, exec, and manage Firecracker microVMs |
| Tapo MCP | Listed | 776 | GitHub | stdio | MCP server for discovering and controlling TP-Link Tapo smart home devices via AI Agents |
| Tavily | Listed | 0 | GitHub | remote | Tavily MCP — wraps the Tavily API (tavily.com) |
| telemem | Listed | 474 | GitHub | stdio | Long-term and multimodal memory for AI agents - character-aware, mem0-compatible, fully-local option |
| flutter-skill (telsav) | Listed | 325 | GitHub | stdio | AI E2E testing bridge — give AI eyes and hands inside any app. 8 platforms, 40+ tools. |
| Template MCP Server | Listed | 3,487 | Domain-verified | stdio | Template MCP server example. |
| testkube-mcp | Listed | 1,630 | GitHub | stdio | MCP server for Testkube - Manage test workflows, executions, and artifacts via AI assistants |
| tldraw | Listed | 49,048 | GitHub | remote | Draw and visually collaborate with your agents on tldraw's canvas. |
| token-optimizer-mcp | Listed | 444 | GitHub | stdio | Intelligent token optimization achieving 95%+ reduction through caching, compression, and 80+ tools |
| token-savior | Listed | 1,078 | GitHub | stdio | Structural codebase MCP server — navigate and edit code by symbol name, not raw text. |
| TokenSave | Listed | 460 | GitHub | stdio | Code intelligence for 15+ languages: semantic graph queries instead of file reads. 37 MCP tools. |
| Tolgee | Listed | 4,036 | GitHub | remote | Your app's translations in Tolgee: search keys, create translations, trigger machine translation |
| godot-mcp | Listed | 395 | GitHub | stdio | MCP server for Godot game engine integration — control the Godot editor with AI |
| tooluniverse | Listed | 1,578 | GitHub | stdio | 1000+ scientific tools for AI scientists: life science, reserach, literature, and more. |
| touchdesigner-mcp-server | Listed | 439 | GitHub | stdio | MCP server for TouchDesigner - Control and operate TouchDesigner projects through AI agents |
| TypeUI | Listed | 1,581 | GitHub | remote | Design systems, UI prompts, and layout variations for AI coding tools. |
| UniFi Access MCP | Listed | 537 | GitHub | stdio | Manage UniFi Access doors, credentials, policies, visitors, and events via MCP. |
| UniFi Network MCP | Listed | 537 | GitHub | stdio | Manage UniFi Network devices, clients, firewall, VLANs, VPNs, and more via MCP. |
| UniFi Protect MCP | Listed | 537 | GitHub | stdio | Manage UniFi Protect cameras, events, recordings, and smart detections via MCP. |
| uniprof | Listed | 407 | GitHub | stdio | Universal CPU profiler designed for humans and AI agents |
| veritasgraph | Listed | 302 | GitHub | stdio | Zero-trust, air-gapped Enterprise GraphRAG MCP server with offline, citation-grounded answers. |
| Vestige | Listed | 587 | GitHub | stdio | Local-first memory for AI agents that reaches backward to find a failure's root cause. |
| SafeDep Vet MCP | Listed | 1,092 | GitHub | stdio | Protect your AI agents and IDEs from malicious open-source packages. |
| vibe-check-mcp-server | Listed | 501 | GitHub | stdio | Metacognitive AI agent oversight: adaptive CPI interrupts for alignment, reflection and safety |
| voicemode | Listed | 1,282 | Domain-verified | stdio | Natural voice conversations for AI assistants - STT/TTS via MCP |
| Solana MCP by Vybe · vybe-solana-api | Listed | 723 | GitHub | remote | Solana MCP for wallets, trades, markets, PnL, transfers, onchain data, signable swaps and API tools. |
| wigolo | Listed | 2,158 | GitHub | stdio | Local-first web intelligence MCP server for AI coding agents |
| Windows-MCP | Listed | 6,462 | GitHub | stdio | An MCP Server for computer-use in Windows OS |
| World Monitor | Listed | 62,065 | Domain-verified | remote | Live global intelligence: real-time markets, conflicts, country risk, chokepoints, energy. 39 tools. |
| xbbg MCP | Listed | 824 | GitHub | stdio | Local Bloomberg tools for xbbg users. |
| XcodeBuildMCP (xcodebuildmcp) | Listed | 6,096 | Domain-verified | stdio | XcodeBuildMCP provides tools for Xcode project management, simulator management, and app utilities. |
| yutu | Listed | 593 | GitHub | stdio | The AI-powered toolkit that grows your YouTube channel on autopilot |
Showing 144 of 9934 servers in this category.