# BenchGecko · MCP Registry · Frontier + Solid tier # 332 servers of 4,923 tracked # Updated: 2026-04-16 # Source: https://benchgecko.ai/mcp # Full dataset: https://benchgecko.ai/api/v1/mcp # License: CC-BY · attribution "Data by BenchGecko" ## Format # [tier] name · category · stars · gecko · https://benchgecko.ai/mcp/ # description ## Frontier tier (92) [frontier] Context7 · Other · 52.3k★ · 98 gecko · https://benchgecko.ai/mcp/context7 Up-to-date code docs for any prompt [frontier] labelhead-artist-momentum · Other · 51.6k★ · 100 gecko · https://benchgecko.ai/mcp/labelhead-artist-momentum Trending hip-hop artist momentum scores across four cultural dimensions. [frontier] tldraw · Other · 46.3k★ · 100 gecko · https://benchgecko.ai/mcp/tldraw Draw and visually collaborate with your agents on tldraw's canvas. [frontier] Scrapling MCP Server · Cloud · 36.1k★ · 100 gecko · https://benchgecko.ai/mcp/scrapling Web scraping with stealth HTTP, real browsers, and Cloudflare bypass. CSS selectors supported. [frontier] Chrome DevTools MCP · Other · 34.1k★ · 95 gecko · https://benchgecko.ai/mcp/chrome-devtools-mcp MCP server for Chrome DevTools [frontier] claude-flow · AI / ML · 31.2k★ · 98 gecko · https://benchgecko.ai/mcp/claude-flow AI orchestration with hive-mind swarms, neural networks, and 87 MCP tools for enterprise dev. [frontier] mcp-server-commands · Other · 29.4k★ · 93 gecko · https://benchgecko.ai/mcp/mcp-server-commands An MCP server to run arbitrary commands [frontier] mcp-server-filesystem · Other · 29.4k★ · 93 gecko · https://benchgecko.ai/mcp/mcp-server-filesystem MCP server for filesystem access [frontier] mcp-server-browser · Web · 29.4k★ · 97 gecko · https://benchgecko.ai/mcp/mcp-server-browser MCP server for browser use access [frontier] mcp-server-search · Search · 29.4k★ · 97 gecko · https://benchgecko.ai/mcp/mcp-server-search MCP server for web search operations [frontier] GitHub · Dev Tools · 28.8k★ · 100 gecko · https://benchgecko.ai/mcp/github-mcp-server Connect AI assistants to GitHub - manage repos, issues, PRs, and workflows through natural language. [frontier] Oh My Posh Validator · Other · 22.1k★ · 99 gecko · https://benchgecko.ai/mcp/validator Validate oh-my-posh configurations and segment snippets against the official schema. [frontier] Skyvern · AI / ML · 21.1k★ · 98 gecko · https://benchgecko.ai/mcp/skyvern AI-powered browser automation — navigate, click, fill forms, and extract data from any website. [frontier] Agent Skills Search Server · Search · 15.8k★ · 100 gecko · https://benchgecko.ai/mcp/skills-search Search and discover Agent Skills from the skills.sh registry. Powered by HAPI MCP server. [frontier] MCP Toolbox for Databases · Database · 14.4k★ · 95 gecko · https://benchgecko.ai/mcp/genai-toolbox MCP Toolbox for Databases enables your agent to connect to your database. [frontier] MCP Toolbox for Databases · Database · 14.4k★ · 95 gecko · https://benchgecko.ai/mcp/mcp-toolbox MCP Toolbox for Databases enables your agent to connect to your database. [frontier] Figma-Context-MCP · Other · 14.3k★ · 87 gecko · https://benchgecko.ai/mcp/figma-context-mcp Give your coding agent access to your Figma data. Implement designs in any framework in one-shot. [frontier] PraisonAI · AI / ML · 6.9k★ · 85 gecko · https://benchgecko.ai/mcp/praisonai AI Agents Framework with Self Reflection and MCP support [frontier] Airweave Search · Search · 6.2k★ · 88 gecko · https://benchgecko.ai/mcp/search MCP server for searching Airweave collections with natural language queries. [frontier] Firecrawl MCP Server · Search · 6.0k★ · 84 gecko · https://benchgecko.ai/mcp/firecrawl-mcp-server MCP server for Firecrawl web scraping, structured data extraction and web search integration. [frontier] Desktop Commander · File Storage · 5.9k★ · 83 gecko · https://benchgecko.ai/mcp/desktop-commander MCP server for terminal commands, file operations, and process management [frontier] strata · AI / ML · 5.7k★ · 87 gecko · https://benchgecko.ai/mcp/strata MCP server for progressive tool usage at any scale (see https://klavis.ai) [frontier] XcodeBuildMCP · Other · 5.2k★ · 78 gecko · https://benchgecko.ai/mcp/xcodebuildmcp XcodeBuildMCP provides tools for Xcode project management, simulator management, and app utilities. [frontier] Windows-MCP · Other · 5.1k★ · 78 gecko · https://benchgecko.ai/mcp/windows-mcp An MCP Server for computer-use in Windows OS [frontier] mobile-mcp · Other · 4.5k★ · 77 gecko · https://benchgecko.ai/mcp/mobile-mcp MCP server for iOS and Android Mobile Development, Automation and Testing [frontier] firebase-mcp · Database · 4.4k★ · 81 gecko · https://benchgecko.ai/mcp/firebase-mcp Gives AI development tools Firebase-specific capabilities and expertise. [frontier] exa · Search · 4.2k★ · 84 gecko · https://benchgecko.ai/mcp/exa Fast, intelligent web search and web crawling. New mcp tool: Exa-code is a context tool for coding [frontier] mcp-server-chart · AI / ML · 3.9k★ · 80 gecko · https://benchgecko.ai/mcp/mcp-server-chart A Model Context Protocol server for generating charts using AntV. [frontier] Tolgee · Search · 3.9k★ · 88 gecko · https://benchgecko.ai/mcp/tolgee Your app's translations in Tolgee: search keys, create translations, trigger machine translation [frontier] mcp-server-browserbase · AI / ML · 3.2k★ · 78 gecko · https://benchgecko.ai/mcp/mcp-server-browserbase MCP server for AI web browser automation using Browserbase and Stagehand [frontier] browserbasehq-mcp-browserbase · Web · 3.2k★ · 82 gecko · https://benchgecko.ai/mcp/browserbasehq-mcp-browserbase Provides cloud browser automation capabilities using Stagehand and Browserbase, enabling LLMs to i… [frontier] Azure MCP Server · Cloud · 2.9k★ · 81 gecko · https://benchgecko.ai/mcp/azure All Azure MCP tools to create a seamless connection between AI agents and Azure services. [frontier] Microsoft Fabric MCP Server · Other · 2.9k★ · 77 gecko · https://benchgecko.ai/mcp/microsoft-fabric MCP tools for interacting with Microsoft Fabric [frontier] Template MCP Server · Other · 2.9k★ · 77 gecko · https://benchgecko.ai/mcp/template-server-name Template MCP server example. [frontier] basic-memory · AI / ML · 2.8k★ · 77 gecko · https://benchgecko.ai/mcp/basic-memory Local-first knowledge management with bi-directional LLM sync via Markdown files. [frontier] mcp-grafana · Dev Tools · 2.8k★ · 77 gecko · https://benchgecko.ai/mcp/mcp-grafana An MCP server giving access to Grafana dashboards, data and more. [frontier] DBHub · Database · 2.5k★ · 76 gecko · https://benchgecko.ai/mcp/dbhub Minimal, token-efficient Database MCP Server for PostgreSQL, MySQL, SQL Server, SQLite, MariaDB [frontier] arxiv-mcp-server · Search · 2.5k★ · 76 gecko · https://benchgecko.ai/mcp/arxiv-mcp-server Search arXiv papers, download full text, semantic search, citation graphs, and alerts via MCP. [frontier] brightdata-mcp · Search · 2.3k★ · 75 gecko · https://benchgecko.ai/mcp/brightdata-mcp Bright Data's Web MCP server enabling AI agents to search, extract & navigate the web [frontier] ha-mcp · AI / ML · 2.2k★ · 75 gecko · https://benchgecko.ai/mcp/ha-mcp Comprehensive Model Context Protocol server for managing Home Assistant through AI assistants. [frontier] edgar.tools SEC Intelligence · Search · 2.0k★ · 78 gecko · https://benchgecko.ai/mcp/sec-intelligence SEC filing intelligence — insider sentiment, material events, financial ratios, disclosure search. [frontier] EdgarTools · Web · 2.0k★ · 74 gecko · https://benchgecko.ai/mcp/edgartools Open-source SEC EDGAR toolkit — 11 tools, 7 prompts, every filing type. No API key required. [frontier] tavily-mcp · Search · 1.7k★ · 73 gecko · https://benchgecko.ai/mcp/tavily-mcp MCP server for advanced web search using Tavily [frontier] pg-aiguide · Other · 1.7k★ · 73 gecko · https://benchgecko.ai/mcp/pg-aiguide Comprehensive PostgreSQL documentation and best practices, including ecosystem tools [frontier] testkube-mcp · Dev Tools · 1.6k★ · 72 gecko · https://benchgecko.ai/mcp/testkube-mcp MCP server for Testkube - Manage test workflows, executions, and artifacts via AI assistants [frontier] nuget · AI / ML · 1.5k★ · 72 gecko · https://benchgecko.ai/mcp/nuget A Model Context Protocol (MCP) server for NuGet. [frontier] Microsoft Learn MCP · AI / ML · 1.5k★ · 80 gecko · https://benchgecko.ai/mcp/microsoft-learn-mcp Official Microsoft Learn MCP Server – real-time, trusted docs & code samples for AI and LLMs. [frontier] jCodemunch MCP · Other · 1.5k★ · 68 gecko · https://benchgecko.ai/mcp/jcodemunch-mcp Token-efficient code exploration via tree-sitter AST parsing. 25+ languages, 95%+ token savings. [frontier] kubernetes-mcp-server · Cloud · 1.4k★ · 71 gecko · https://benchgecko.ai/mcp/kubernetes-mcp-server A Model Context Protocol (MCP) server for Kubernetes and OpenShift [frontier] Codebase Memory · Other · 1.4k★ · 67 gecko · https://benchgecko.ai/mcp/codebase-memory-mcp Persistent codebase knowledge graph. Survives session restarts and context compaction. [frontier] nx-mcp · AI / ML · 1.4k★ · 71 gecko · https://benchgecko.ai/mcp/nx-mcp A Model Context Protocol server implementation for Nx [frontier] nx-console · AI / ML · 1.4k★ · 71 gecko · https://benchgecko.ai/mcp/nx-console A Model Context Protocol server implementation for Nx [frontier] AutoTS · Search · 1.4k★ · 71 gecko · https://benchgecko.ai/mcp/autots Automated time series forecasting with model search, anomaly detection, and event risk analysis [frontier] ShipSwift · Other · 1.3k★ · 71 gecko · https://benchgecko.ai/mcp/shipswift 40+ production-ready SwiftUI recipes for building full-stack iOS apps via MCP. [frontier] Terraform · Cloud · 1.3k★ · 70 gecko · https://benchgecko.ai/mcp/terraform-mcp-server Generate more accurate Terraform and automate workflows for HCP Terraform and Terraform Enterprise [frontier] PaperBanana · AI / ML · 1.3k★ · 70 gecko · https://benchgecko.ai/mcp/paperbanana Generate academic diagrams and statistical plots from text using multi-agent AI. [frontier] blitz · AI / ML · 1.3k★ · 70 gecko · https://benchgecko.ai/mcp/blitz Give AI agents full control over iOS/macOS development via a native macOS app with 30+ MCP tools. [frontier] tooluniverse · AI / ML · 1.2k★ · 74 gecko · https://benchgecko.ai/mcp/tooluniverse 1000+ scientific tools for AI scientists: life science, reserach, literature, and more. [frontier] MCP Server for WinDbg Crash Analysis · AI / ML · 1.2k★ · 70 gecko · https://benchgecko.ai/mcp/mcp-windbg A Model Context Protocol server for Windows crash dump analysis using WinDbg/CDB [frontier] sceneview · Web · 1.2k★ · 69 gecko · https://benchgecko.ai/mcp/sceneview 3D & AR SDK for Android, iOS, Web — API docs, samples, validation, and code generation. [frontier] ros-mcp-server · AI / ML · 1.2k★ · 69 gecko · https://benchgecko.ai/mcp/ros-mcp-server Connect AI models like Claude & ChatGPT with ROS robots using MCP [frontier] rsdoctor · Other · 1.1k★ · 65 gecko · https://benchgecko.ai/mcp/rsdoctor An MCP server that provides build analysis and optimization recommendations for Rspack projects. [frontier] Gearboy MCP Server · Other · 1.1k★ · 65 gecko · https://benchgecko.ai/mcp/gearboy MCP server for Gearboy Nintendo Game Boy / Game Boy Color emulator [frontier] ref-tools-mcp · Search · 1.1k★ · 73 gecko · https://benchgecko.ai/mcp/ref-tools-mcp Token-efficient search for coding agents over public and private documentation. [frontier] ref-tools-ref-tools-mcp · AI / ML · 1.1k★ · 73 gecko · https://benchgecko.ai/mcp/ref-tools-ref-tools-mcp Provide your AI coding tools with token-efficient access to up-to-date technical documentation for… [frontier] apify-mcp-server · Other · 1.1k★ · 68 gecko · https://benchgecko.ai/mcp/apify-mcp-server Extract data from any website with thousands of scrapers, crawlers, and automations on Apify Store ⚡ [frontier] SafeDep Vet MCP · AI / ML · 1.0k★ · 72 gecko · https://benchgecko.ai/mcp/vet-mcp Protect your AI agents and IDEs from malicious open-source packages. [frontier] mongodb-mcp-server · AI / ML · 997★ · 68 gecko · https://benchgecko.ai/mcp/mongodb-mcp-server MongoDB Model Context Protocol Server [frontier] mcp-neo4j-aura-manager · Database · 936★ · 67 gecko · https://benchgecko.ai/mcp/mcp-neo4j-aura-manager MCP server for Neo4j Aura Database Instance Manager. [frontier] mcp-neo4j-cypher · Database · 936★ · 67 gecko · https://benchgecko.ai/mcp/mcp-neo4j-cypher A simple Neo4j MCP server that allows you to run Cypher queries against a Neo4j database. [frontier] mcp-neo4j-data-modeling · Other · 936★ · 63 gecko · https://benchgecko.ai/mcp/mcp-neo4j-data-modeling A simple Neo4j MCP server for creating graph data models. [frontier] mcp-neo4j-memory · Other · 936★ · 63 gecko · https://benchgecko.ai/mcp/mcp-neo4j-memory MCP Neo4j Knowledge Graph Memory Server [frontier] brave · Search · 892★ · 71 gecko · https://benchgecko.ai/mcp/brave Visit https://brave.com/search/api/ for a free API key. Search the web, local businesses, images,… [frontier] brave-search-mcp-server · Search · 892★ · 67 gecko · https://benchgecko.ai/mcp/brave-search-mcp-server Brave Search MCP Server: web results, images, videos, rich results, AI summaries, and more. [frontier] QueryWeaver · Database · 810★ · 66 gecko · https://benchgecko.ai/mcp/queryweaver An MCP server for Text2SQL: transforms natural language into SQL using graph schema understanding. [frontier] socraticode · Search · 808★ · 66 gecko · https://benchgecko.ai/mcp/socraticode MCP server for local codebase indexing, semantic search, and code dependency graphs. [frontier] ArcadeDB · Database · 793★ · 66 gecko · https://benchgecko.ai/mcp/arcadedb Multi-Model database with built-in MCP server for SQL, Cypher, Gremlin, and GraphQL. [frontier] Octocode MCP - AI Context Platform · Search · 784★ · 66 gecko · https://benchgecko.ai/mcp/octocode-mcp AI code research platform. Search, analyze, and extract insights from any GitHub repository. [frontier] runno · Other · 764★ · 62 gecko · https://benchgecko.ai/mcp/runno MCP Server for the Runno Sandbox [frontier] Tapo MCP · AI / ML · 744★ · 65 gecko · https://benchgecko.ai/mcp/tapo-mcp MCP server for discovering and controlling TP-Link Tapo smart home devices via AI Agents [frontier] next-devtools-mcp · Other · 714★ · 61 gecko · https://benchgecko.ai/mcp/next-devtools-mcp Next.js development tools MCP server with stdio transport [frontier] OpenBrand · Web · 666★ · 64 gecko · https://benchgecko.ai/mcp/openbrand Extract brand assets (logos, colors, backdrop images, brand name) from any website URL [frontier] sentry-mcp · Dev Tools · 632★ · 64 gecko · https://benchgecko.ai/mcp/sentry-mcp MCP server for Sentry - error monitoring, issue tracking, and debugging for AI assistants [frontier] SearXNG Search · Search · 630★ · 64 gecko · https://benchgecko.ai/mcp/mcp-searxng MCP server for SearXNG — privacy-respecting web search with pagination, URL reading [frontier] reddit-mcp-buddy · Search · 599★ · 64 gecko · https://benchgecko.ai/mcp/reddit-mcp-buddy Reddit browser for AI assistants. Browse posts, search content, analyze users. No API keys needed. [frontier] idea-reality-mcp · Dev Tools · 592★ · 63 gecko · https://benchgecko.ai/mcp/idea-reality-mcp Pre-build reality check. Scans GitHub, HN, npm, PyPI, Product Hunt — returns 0-100 signal. [frontier] atlassian-mcp-server · Other · 559★ · 63 gecko · https://benchgecko.ai/mcp/atlassian-mcp-server Atlassian Rovo MCP Server [frontier] tradememory-protocol · AI / ML · 540★ · 63 gecko · https://benchgecko.ai/mcp/tradememory-protocol MCP memory for AI trading agents. Store trades, recall similar setups, track strategy performance. [frontier] Marmot Data Catalog · Search · 537★ · 67 gecko · https://benchgecko.ai/mcp/marmot Open-source data catalog. Search assets, explore lineage, and find ownership. [frontier] sonarqube-mcp-server · Other · 529★ · 58 gecko · https://benchgecko.ai/mcp/sonarqube-mcp-server An MCP server that enables integration with SonarQube Server or Cloud for code quality and security. [frontier] webcomponents-react-mcp-server · Web · 527★ · 62 gecko · https://benchgecko.ai/mcp/webcomponents-react-mcp-server MCP server for UI5 Web Components for React - Developer documentation and API assistance [frontier] hustcc-mcp-mermaid · AI / ML · 516★ · 66 gecko · https://benchgecko.ai/mcp/hustcc-mcp-mermaid Generate dynamic Mermaid diagrams and charts with AI assistance. Customize styles and export diagr… ## Solid tier (240) [solid] unreal-engine-mcp · Other · 495★ · 58 gecko · https://benchgecko.ai/mcp/unreal-engine-mcp MCP server for Unreal Engine 5 with 17 tools for game development automation. [solid] ChiR24-unreal_mcp · Other · 495★ · 62 gecko · https://benchgecko.ai/mcp/chir24-unreal-mcp Control Unreal Engine to browse assets, import content, and manage levels and sequences. Automate… [solid] ChiR24-unreal_mcp_server · AI / ML · 495★ · 66 gecko · https://benchgecko.ai/mcp/chir24-unreal-mcp-server A comprehensive Model Context Protocol (MCP) server that enables AI assistants to control Unreal E… [solid] vibe-check-mcp-server · AI / ML · 479★ · 62 gecko · https://benchgecko.ai/mcp/vibe-check-mcp-server Metacognitive AI agent oversight: adaptive CPI interrupts for alignment, reflection and safety [solid] mcp-server-motherduck · Database · 461★ · 61 gecko · https://benchgecko.ai/mcp/mcp-server-motherduck SQL analytics and data engineering for AI Assistants and IDEs [solid] docfork · AI / ML · 460★ · 61 gecko · https://benchgecko.ai/mcp/docfork Up-to-date Docs for AI Agents. [solid] docfork-mcp · Dev Tools · 460★ · 65 gecko · https://benchgecko.ai/mcp/docfork-mcp Up-to-date docs for AI. DEPRECATED: Use io.github.docfork/docfork instead. [solid] abell · AI / ML · 437★ · 61 gecko · https://benchgecko.ai/mcp/abell AI tools related to Abell. Currently includes MCP of Abell [solid] Airtable · Database · 434★ · 65 gecko · https://benchgecko.ai/mcp/airtable-mcp-server Read and write access to Airtable database schemas, tables, and records. [solid] figma-mcp-go · Web · 431★ · 61 gecko · https://benchgecko.ai/mcp/figma-mcp-go Figma MCP server with full read/write access via plugin — no API token, no rate limits. 73 tools. [solid] yutu · Other · 431★ · 57 gecko · https://benchgecko.ai/mcp/yutu A fully functional MCP server and CLI for YouTube [solid] spec-driven-development · Other · 429★ · 57 gecko · https://benchgecko.ai/mcp/spec-driven-development MCP Server that facilitates spec-driven development workflows, not just Vibe Coding. [solid] BoostedTravel · Search · 405★ · 60 gecko · https://benchgecko.ai/mcp/boostedtravel Flight search & booking for AI agents. 400+ airlines, 75 free local connectors. [solid] uniprof · AI / ML · 400★ · 60 gecko · https://benchgecko.ai/mcp/uniprof Universal CPU profiler designed for humans and AI agents [solid] gk-cli · Dev Tools · 397★ · 60 gecko · https://benchgecko.ai/mcp/gk-cli The GitKraken MCP Server for managing repos, PRs, issues across GitHub, GitLab, Bitbucket and more. [solid] monday.com · Other · 394★ · 60 gecko · https://benchgecko.ai/mcp/monday-com MCP server for monday.com integration. [solid] Hex Graph · Other · 374★ · 55 gecko · https://benchgecko.ai/mcp/hex-graph-mcp Deterministic layered code graph MCP server with framework overlays and SCIP interop. [solid] Hex Line · AI / ML · 374★ · 59 gecko · https://benchgecko.ai/mcp/hex-line-mcp Hash-verified file editing MCP server with token efficiency hook for AI coding agents. [solid] Hex SSH · File Storage · 374★ · 59 gecko · https://benchgecko.ai/mcp/hex-ssh-mcp Token-efficient SSH MCP server with hash-verified remote file operations. 8 tools. [solid] AkTools MCP Server · Finance · 372★ · 59 gecko · https://benchgecko.ai/mcp/mcp-aktools MCP Server for stock and crypto [solid] anytype-mcp · Web · 372★ · 59 gecko · https://benchgecko.ai/mcp/anytype-mcp Official MCP server for Anytype API - your encrypted, local and collaborative wiki. [solid] skylos · Other · 370★ · 55 gecko · https://benchgecko.ai/mcp/skylos Dead code, security, secrets detection and code quality for Python, TypeScript, Go. [solid] mcp-youtube-transcript · Other · 369★ · 55 gecko · https://benchgecko.ai/mcp/mcp-youtube-transcript An MCP server retrieving transcripts of YouTube videos [solid] PlanExe · Other · 366★ · 63 gecko · https://benchgecko.ai/mcp/planexe MCP server for generating rough-draft project plans from natural-language prompts. [solid] Gearsystem MCP Server · Other · 352★ · 55 gecko · https://benchgecko.ai/mcp/gearsystem MCP server for Gearsystem Sega Master System / Game Gear / SG-1000 emulator [solid] blockrun-mcp · Search · 345★ · 59 gecko · https://benchgecko.ai/mcp/blockrun-mcp Live data for AI agents: search, research, markets, crypto, X/Twitter. Pay per call. [solid] finlab-ai · AI / ML · 331★ · 62 gecko · https://benchgecko.ai/mcp/finlab-ai Quantitative trading toolkit with 900+ data columns, backtesting, and 60+ strategy examples. [solid] dot-ai · Cloud · 310★ · 58 gecko · https://benchgecko.ai/mcp/dot-ai AI-powered development platform for Kubernetes deployments and intelligent automation [solid] mcp-server-12306 · Other · 308★ · 54 gecko · https://benchgecko.ai/mcp/mcp-server-12306 An MCP server that provides 12306 ticket query [solid] coolify · Search · 303★ · 62 gecko · https://benchgecko.ai/mcp/coolify 38 optimized tools for managing Coolify infrastructure, diagnostics, and docs search [solid] mcp-server-trello · Web · 296★ · 61 gecko · https://benchgecko.ai/mcp/mcp-server-trello MCP server for Trello boards with rate limiting, type safety, and comprehensive API integration. [solid] nanobanana-mcp-server · AI / ML · 295★ · 57 gecko · https://benchgecko.ai/mcp/nanobanana-mcp-server AI image generation with Gemini 3 Pro (4K) and 2.5 Flash. Smart model selection. [solid] mcp-omnisearch · Other · 292★ · 53 gecko · https://benchgecko.ai/mcp/mcp-omnisearch MCP server for integrating Omnisearch with LLMs [solid] pageindex-mcp · AI / ML · 290★ · 57 gecko · https://benchgecko.ai/mcp/pageindex-mcp Reasoning-based RAG system for chatting with long PDFs. Supports local and online files. [solid] monitor · AI / ML · 287★ · 57 gecko · https://benchgecko.ai/mcp/monitor BetterDB MCP server - Valkey observability for Claude Code and other MCP clients [solid] Alfanous - Quranic Search Engine · Search · 284★ · 57 gecko · https://benchgecko.ai/mcp/alfanous Search and explore the Holy Qur'an with Arabic text, transliteration, and advanced search support. [solid] Apollo MCP Server · AI / ML · 277★ · 61 gecko · https://benchgecko.ai/mcp/apollo-mcp-server MCP server that exposes GraphQL operations as tools for AI models. [solid] GraphOS MCP Tools · Search · 277★ · 65 gecko · https://benchgecko.ai/mcp/graphos-mcp-tools Search Apollo docs, specs, and best practices [solid] touchdesigner-mcp-server · AI / ML · 265★ · 56 gecko · https://benchgecko.ai/mcp/touchdesigner-mcp-server MCP server for TouchDesigner - Control and operate TouchDesigner projects through AI agents [solid] elasticsearch-mcp-server · Other · 265★ · 52 gecko · https://benchgecko.ai/mcp/elasticsearch-mcp-server MCP server for interacting with Elasticsearch [solid] Flyto Core · Cloud · 264★ · 56 gecko · https://benchgecko.ai/mcp/flyto-core Execution engine for AI agents. 412 modules: browser, file, Docker, data, crypto. [solid] domain-check · Other · 261★ · 52 gecko · https://benchgecko.ai/mcp/domain-check Fast domain availability checker with RDAP/WHOIS — batch checks, TLD presets, and name generation. [solid] video-editing-mcp · Other · 259★ · 52 gecko · https://benchgecko.ai/mcp/video-editing-mcp An MCP server that provides [describe what your server does] [solid] marm-mcp-server · Search · 256★ · 56 gecko · https://benchgecko.ai/mcp/marm-mcp-server Universal MCP Server with advanced AI memory capabilities and semantic search. [solid] Google Maps MCP Server · Search · 253★ · 56 gecko · https://benchgecko.ai/mcp/google-map 18 Google Maps tools for AI agents — geocode, search, directions, weather, and more. [solid] ori-memory · Search · 248★ · 56 gecko · https://benchgecko.ai/mcp/ori-memory Persistent memory infrastructure for AI agents. Identity, knowledge graph, and search. [solid] claude-code-organizer · AI / ML · 247★ · 56 gecko · https://benchgecko.ai/mcp/claude-code-organizer Organize Claude Code memories, skills, MCP servers, commands, agents, rules via drag-and-drop. [solid] sec-edgar-mcp · Web · 245★ · 56 gecko · https://benchgecko.ai/mcp/sec-edgar-mcp SEC EDGAR MCP server that provides access to the US public filings through the US SEC EDGAR API [solid] code-runner · Other · 242★ · 52 gecko · https://benchgecko.ai/mcp/code-runner Code Runner MCP Server which can run code in various programming languages. [solid] UniFi Access MCP · Other · 240★ · 52 gecko · https://benchgecko.ai/mcp/unifi-access-mcp Manage UniFi Access doors, credentials, policies, visitors, and events via MCP. [solid] UniFi Network MCP · Other · 240★ · 52 gecko · https://benchgecko.ai/mcp/unifi-network-mcp Manage UniFi Network devices, clients, firewall, VLANs, VPNs, and more via MCP. [solid] UniFi Protect MCP · Other · 240★ · 52 gecko · https://benchgecko.ai/mcp/unifi-protect-mcp Manage UniFi Protect cameras, events, recordings, and smart detections via MCP. [solid] vscode-demo-time · AI / ML · 239★ · 56 gecko · https://benchgecko.ai/mcp/vscode-demo-time Enables AI assistants to interact with Demo Time and helps build presentations and demos. [solid] Storybook MCP Addon · Dev Tools · 226★ · 59 gecko · https://benchgecko.ai/mcp/addon-mcp Help agents automatically write and test stories for your UI components. [solid] openbrowser-ai · AI / ML · 224★ · 55 gecko · https://benchgecko.ai/mcp/openbrowser-ai AI browser automation. Write async Python to navigate, click, type, and extract data. [solid] token-savior · Other · 224★ · 51 gecko · https://benchgecko.ai/mcp/token-savior Structural codebase MCP server — navigate and edit code by symbol name, not raw text. [solid] postman-mcp-server · Web · 212★ · 59 gecko · https://benchgecko.ai/mcp/postman-mcp-server A basic MCP server to operate on the Postman API. [solid] mcp-local-rag · AI / ML · 212★ · 55 gecko · https://benchgecko.ai/mcp/mcp-local-rag Easy-to-setup local RAG server with minimal configuration [solid] godot-mcp · AI / ML · 206★ · 54 gecko · https://benchgecko.ai/mcp/godot-mcp MCP server for Godot game engine integration — control the Godot editor with AI [solid] git-mcp-server · Dev Tools · 206★ · 54 gecko · https://benchgecko.ai/mcp/git-mcp-server Comprehensive Git MCP server enabling native git tools including clone, commit, worktree, & more. [solid] Computer Use · Other · 206★ · 54 gecko · https://benchgecko.ai/mcp/computer-use-mcp Control your computer with screenshots, mouse, and keyboard automation. [solid] linux-mcp-server · Other · 204★ · 50 gecko · https://benchgecko.ai/mcp/linux-mcp-server MCP server for read-only Linux system administration, diagnostics, and troubleshooting [solid] Opik MCP Server · AI / ML · 203★ · 58 gecko · https://benchgecko.ai/mcp/opik-mcp Interact with Opik prompts, traces, datasets and metrics through the Model Context Protocol. [solid] crowdsentinel-mcp-server · AI / ML · 202★ · 54 gecko · https://benchgecko.ai/mcp/crowdsentinel-mcp-server AI-powered threat hunting and incident response MCP server for Elasticsearch/OpenSearch [solid] Geargrafx MCP Server · Other · 201★ · 50 gecko · https://benchgecko.ai/mcp/geargrafx MCP server for Geargrafx PC Engine / TurboGrafx-16 emulator [solid] google-analytics-mcp · Data · 198★ · 54 gecko · https://benchgecko.ai/mcp/google-analytics-mcp An MCP server that provides [describe what your server does] [solid] Twitter X Automation · Data · 197★ · 54 gecko · https://benchgecko.ai/mcp/xactions Twitter X automation MCP - post schedule analytics engagement social media [solid] shodh-memory · Search · 190★ · 54 gecko · https://benchgecko.ai/mcp/shodh-memory Cognitive memory for AI agents — semantic search, Hebbian learning, knowledge graphs. [solid] sage · AI / ML · 188★ · 54 gecko · https://benchgecko.ai/mcp/sage Persistent, consensus-validated institutional memory for AI agents. Runs locally. [solid] telnyx · Web · 188★ · 54 gecko · https://benchgecko.ai/mcp/telnyx Official TypeScript library for the Telnyx API [solid] flutter-skill · Dev Tools · 184★ · 53 gecko · https://benchgecko.ai/mcp/flutter-skill AI-powered E2E testing for 10 platforms. 253 MCP tools. Zero test code needed. [solid] mcpproxy-go · Other · 181★ · 49 gecko · https://benchgecko.ai/mcp/mcpproxy-go Smart MCP proxy with BM25 tool discovery, quarantine security, and ~99% token savings [solid] gemini-mcp · AI / ML · 181★ · 53 gecko · https://benchgecko.ai/mcp/gemini-mcp Gemini 3 MCP server with 30+ tools: images, video, research, TTS, code exec & CLI [solid] ClaudeR - RStudio MCP Server · AI / ML · 174★ · 53 gecko · https://benchgecko.ai/mcp/clauder Connect RStudio to AI assistants for interactive R coding and data analysis. [solid] Awesome Copilot MCP Server · Other · 171★ · 53 gecko · https://benchgecko.ai/mcp/awesome-copilot An MCP server that stores Copilot customizations from the Awesome Copilot repository [solid] mcp-server-tauri · AI / ML · 163★ · 52 gecko · https://benchgecko.ai/mcp/mcp-server-tauri A Model Context Protocol server for use with Tauri v2 applications [solid] svelte-llm-mcp · AI / ML · 159★ · 56 gecko · https://benchgecko.ai/mcp/svelte-llm-mcp An MCP server that provides access to Svelte 5 and SvelteKit documentation [solid] neural-memory · AI / ML · 158★ · 52 gecko · https://benchgecko.ai/mcp/neural-memory Persistent memory for AI agents — 55 MCP tools, spreading activation recall. [solid] PayRam Helper MCP Server · Other · 156★ · 52 gecko · https://benchgecko.ai/mcp/payram-helper-mcp Remote MCP server to integrate and validate self-hosted PayRam deployments. [solid] figma-ui-mcp · AI / ML · 155★ · 52 gecko · https://benchgecko.ai/mcp/figma-ui-mcp Bidirectional Figma MCP — AI draws UI on Figma canvas, reads designs back [solid] rubber-duck · Other · 154★ · 48 gecko · https://benchgecko.ai/mcp/rubber-duck Bridge to multiple LLMs and CLI agents: councils, debates, voting, and more [solid] mcp-sap-docs · Search · 151★ · 52 gecko · https://benchgecko.ai/mcp/mcp-sap-docs Fast MCP server for unified SAP docs search (SAPUI5, CAP, OpenUI5, wdi5) with BM25 full-text search [solid] hypertool-mcp · Other · 150★ · 48 gecko · https://benchgecko.ai/mcp/hypertool-mcp Dynamically expose tools from proxied servers based on an Agent Persona [solid] mcp-funnel · Other · 150★ · 48 gecko · https://benchgecko.ai/mcp/mcp-funnel MCP proxy that aggregates multiple servers with tool filtering and customization [solid] FirstData · Other · 147★ · 55 gecko · https://benchgecko.ai/mcp/firstdata Hosted MCP server for finding authoritative primary data sources and official portals. [solid] zwldarren-akshare-one-mcp · Finance · 147★ · 55 gecko · https://benchgecko.ai/mcp/zwldarren-akshare-one-mcp Provide access to Chinese stock market data including historical prices, real-time data, news, and… [solid] CLEO MCP Server · AI / ML · 144★ · 55 gecko · https://benchgecko.ai/mcp/cleo-mcp-server Task management for AI coding agents — CQRS 2-gateway pattern, 200 ops across 10 domains [solid] mcp-victoriametrics · Web · 144★ · 51 gecko · https://benchgecko.ai/mcp/mcp-victoriametrics MCP Server for VictoriaMetrics. Provides integration with VictoriaMetrics API and documentation [solid] Free Crypto News · Finance · 141★ · 51 gecko · https://benchgecko.ai/mcp/free-crypto-news Free crypto news MCP server — 38 tools, 130+ sources, market data, sentiment, whale alerts & more [solid] dash-mcp-server · Search · 141★ · 51 gecko · https://benchgecko.ai/mcp/dash-mcp-server MCP server for Dash, the macOS API documentation browser. Search 200+ docsets. [solid] KSail · Cloud · 138★ · 51 gecko · https://benchgecko.ai/mcp/ksail SDK for creating, managing, and operating Kubernetes clusters and workloads with ease. [solid] jDocmunch MCP · Search · 137★ · 51 gecko · https://benchgecko.ai/mcp/jdocmunch-mcp Section-level doc search for .md, .rst, .adoc, .ipynb, .html, .yaml, .json, and OpenAPI specs. [solid] stata-mcp · AI / ML · 137★ · 51 gecko · https://benchgecko.ai/mcp/stata-mcp Let LLM help you achieve your regression analysis with Stata [solid] Antigravity Link · Other · 136★ · 47 gecko · https://benchgecko.ai/mcp/antigravity-link MCP server and OpenAPI-backed mobile companion for controlling Antigravity IDE sessions [solid] lighthouse-mcp · Other · 134★ · 47 gecko · https://benchgecko.ai/mcp/lighthouse-mcp MCP server for Google Lighthouse performance metrics [solid] Outline MCP Server · Search · 132★ · 54 gecko · https://benchgecko.ai/mcp/mcp-outline Connect AI assistants to Outline for document search, reading, and management [solid] mcp-ts-template · Auth · 131★ · 50 gecko · https://benchgecko.ai/mcp/mcp-ts-template TypeScript template for building MCP servers with declarative tooling, observability, and auth. [solid] mcp-ts-core · Other · 131★ · 46 gecko · https://benchgecko.ai/mcp/mcp-ts-core Agent-native TypeScript framework for building MCP servers with declarative definitions. [solid] Financial Modeling Prep MCP Server · Web · 128★ · 54 gecko · https://benchgecko.ai/mcp/financial-modeling-prep-mcp-server MCP server for Financial Modeling Prep API with 250+ financial data tools [solid] pinkpixel-dev-web-scout-mcp · Search · 126★ · 54 gecko · https://benchgecko.ai/mcp/pinkpixel-dev-web-scout-mcp Search the web and extract clean, readable text from webpages. Process multiple URLs at once to sp… [solid] Toleno Network · AI / ML · 126★ · 50 gecko · https://benchgecko.ai/mcp/toleno-mcp Toleno Network MCP Server — Manage your Toleno mining account with Claude AI using natural language. [solid] serpapi-mcp · Search · 125★ · 54 gecko · https://benchgecko.ai/mcp/serpapi-mcp Official SerpApi MCP server for Google, Bing, and other search engines. [solid] monkeymcp · Other · 123★ · 46 gecko · https://benchgecko.ai/mcp/monkeymcp MCP server providing monkey data, journeys, and location services for various monkey species. [solid] context-sync · AI / ML · 122★ · 50 gecko · https://benchgecko.ai/mcp/context-sync Universal AI Memory - Sync context across Claude, VsCode, Cursor, Continue, Windsurf, Zed & more [solid] shodan · Search · 121★ · 50 gecko · https://benchgecko.ai/mcp/shodan MCP server for Shodan API — device search, IP lookup, DNS, and CVE/CPE queries. [solid] charlotte · Other · 120★ · 46 gecko · https://benchgecko.ai/mcp/charlotte Renders web pages into structured, agent-readable representations using headless Chromium. [solid] Avrotize · Other · 120★ · 46 gecko · https://benchgecko.ai/mcp/avrotize Schema conversion and schema-driven code generation MCP server. [solid] augments-mcp-server · AI / ML · 120★ · 50 gecko · https://benchgecko.ai/mcp/augments-mcp-server Augments MCP Server - A comprehensive framework documentation provider for Claude Code [solid] alpha_vantage_mcp · Finance · 119★ · 54 gecko · https://benchgecko.ai/mcp/alpha-vantage-mcp Real-time financial market data: stocks, forex, crypto, commodities, and economic indicators [solid] gopeak · Other · 119★ · 46 gecko · https://benchgecko.ai/mcp/gopeak GoPeak — The most comprehensive MCP server for Godot Engine. 95+ tools, LSP, DAP, screenshots. [solid] Code Pathfinder · Search · 118★ · 50 gecko · https://benchgecko.ai/mcp/pathfinder Code intelligence MCP server: call graphs, type inference, and symbol search for Python/Go. [solid] virustotal · Web · 117★ · 49 gecko · https://benchgecko.ai/mcp/virustotal MCP server for querying VirusTotal API with comprehensive security analysis tools. [solid] mobai-mcp · AI / ML · 115★ · 49 gecko · https://benchgecko.ai/mcp/mobai-mcp AI-powered mobile device automation for Android and iOS devices, emulators, and simulators [solid] build · Data · 115★ · 49 gecko · https://benchgecko.ai/mcp/build Structured build tool output (tsc, generic commands) as typed JSON diagnostics. [solid] http · Web · 115★ · 49 gecko · https://benchgecko.ai/mcp/http MCP server for HTTP requests (curl) with structured, token-efficient output [solid] mockd · Web · 115★ · 53 gecko · https://benchgecko.ai/mcp/mockd Multi-protocol API mock server: HTTP, GraphQL, gRPC, WebSocket, MQTT, SSE, SOAP. [solid] test · Dev Tools · 115★ · 49 gecko · https://benchgecko.ai/mcp/test Auto-detects test framework (pytest, jest, vitest) and returns structured results. [solid] pare-build · Data · 115★ · 49 gecko · https://benchgecko.ai/mcp/pare-build Pare Build ג€” Structured build output (tsc, esbuild, vite, webpack) as typed JSON diagnostics. [solid] pare-cargo · Dev Tools · 115★ · 49 gecko · https://benchgecko.ai/mcp/pare-cargo Pare Cargo ג€” Structured Rust cargo operations (build, test, clippy, fmt, doc) as typed JSON. [solid] pare-docker · Cloud · 115★ · 49 gecko · https://benchgecko.ai/mcp/pare-docker Pare Docker ג€” Structured Docker operations (ps, images, logs, build, compose) as typed JSON. [solid] pare-git · Dev Tools · 115★ · 49 gecko · https://benchgecko.ai/mcp/pare-git Pare Git ג€” Structured git operations (status, log, diff, branch, commit, push) as typed JSON. [solid] pare-github · Dev Tools · 115★ · 49 gecko · https://benchgecko.ai/mcp/pare-github Pare GitHub ג€” Structured GitHub operations (PRs, issues, actions) as typed JSON. [solid] pare-go · Dev Tools · 115★ · 49 gecko · https://benchgecko.ai/mcp/pare-go Pare Go ג€” Structured Go tool output (build, test, vet, fmt, mod) as typed JSON diagnostics. [solid] pare-http · Web · 115★ · 49 gecko · https://benchgecko.ai/mcp/pare-http Pare HTTP ג€” Structured HTTP request operations (GET, POST, HEAD) as typed JSON. [solid] python · Dev Tools · 115★ · 49 gecko · https://benchgecko.ai/mcp/python Structured Python tool output (ruff, mypy, pip-audit, pip-install) as typed JSON. [solid] cargo · Dev Tools · 115★ · 49 gecko · https://benchgecko.ai/mcp/cargo Structured Rust cargo operations (build, test, clippy) as typed JSON. [solid] pare-lint · Dev Tools · 115★ · 49 gecko · https://benchgecko.ai/mcp/pare-lint Pare Lint ג€” Structured linting and formatting (ESLint, Prettier, Biome, Oxlint) as typed JSON. [solid] pare-npm · Dev Tools · 115★ · 49 gecko · https://benchgecko.ai/mcp/pare-npm Pare npm ג€” Structured npm/pnpm operations (install, audit, outdated, list, run) as typed JSON. [solid] pare-make · Data · 115★ · 49 gecko · https://benchgecko.ai/mcp/pare-make Pare Make ג€” Structured Make/Just task runner operations (run, list) as typed JSON. [solid] pare-python · Dev Tools · 115★ · 49 gecko · https://benchgecko.ai/mcp/pare-python Pare Python ג€” Structured Python tool output (ruff, mypy, pip, uv, black, pytest) as typed JSON. [solid] pare-search · Search · 115★ · 49 gecko · https://benchgecko.ai/mcp/pare-search Pare Search ג€” Structured code search operations (ripgrep + fd) as typed JSON. [solid] pare-test · Dev Tools · 115★ · 49 gecko · https://benchgecko.ai/mcp/pare-test Pare Test ג€” Auto-detects test framework (pytest, jest, vitest, mocha), returns typed JSON. [solid] go · Dev Tools · 115★ · 49 gecko · https://benchgecko.ai/mcp/go Structured Go tool output (build, test, vet) as typed JSON diagnostics. [solid] make · Other · 115★ · 45 gecko · https://benchgecko.ai/mcp/make MCP server for Make/Just task runners with structured, token-efficient output [solid] jjlabsio-korea-stock-mcp · Search · 113★ · 53 gecko · https://benchgecko.ai/mcp/jjlabsio-korea-stock-mcp Search company disclosures and financial statements from the Korean market. Retrieve stock profile… [solid] Parse-DMARC MCP Server · Communication · 113★ · 53 gecko · https://benchgecko.ai/mcp/parse-dmarc Lightweight DMARC parser: auto-fetch email reports, visualize compliance in a single all-in-one app [solid] MCP Server for Excel · AI / ML · 113★ · 49 gecko · https://benchgecko.ai/mcp/mcp-server-excel Excel automation for AI - Sheets, Power Query, DAX, VBA, Tables, Ranges and more. Windows only. [solid] korea-stock-mcp · Finance · 113★ · 49 gecko · https://benchgecko.ai/mcp/korea-stock-mcp MCP server for korea stock [solid] yuque-mcp · AI / ML · 111★ · 49 gecko · https://benchgecko.ai/mcp/yuque-mcp MCP server for Yuque — expose your knowledge base to AI assistants. [solid] mcp-arr · Other · 110★ · 45 gecko · https://benchgecko.ai/mcp/mcp-arr MCP server for *arr media suite - Sonarr, Radarr, Lidarr, Readarr, Prowlarr [solid] AAI Gateway · AI / ML · 109★ · 53 gecko · https://benchgecko.ai/mcp/aai-gateway Unified MCP & Skill management gateway, shared across AI agents, 99% context token savings [solid] Rails AI Context · AI / ML · 109★ · 49 gecko · https://benchgecko.ai/mcp/rails-ai-context 38 MCP tools give AI agents live Rails schema, routes, models, and conventions. [solid] FHIR MCP Server · AI / ML · 106★ · 53 gecko · https://benchgecko.ai/mcp/fhir-mcp-server MCP server providing seamless access to FHIR APIs for AI tools and healthcare applications [solid] arbor · Other · 104★ · 44 gecko · https://benchgecko.ai/mcp/arbor The Graph-Native Intelligence Layer for Code. [solid] Tiger MCP · Other · 104★ · 44 gecko · https://benchgecko.ai/mcp/tiger-cli Provides programmatic access to Tiger Cloud services, databases, and documentation. [solid] Dynatrace-mcp · AI / ML · 104★ · 48 gecko · https://benchgecko.ai/mcp/dynatrace-mcp Access Dynatrace observability data: logs, metrics, problems, vulnerabilities via DQL and Davis AI [solid] legal-data-hunter · Search · 103★ · 52 gecko · https://benchgecko.ai/mcp/legal-data-hunter Search 18M+ legal documents worldwide — case law, legislation, and doctrine across 110+ countries. [solid] reddit-research-mcp · Other · 103★ · 44 gecko · https://benchgecko.ai/mcp/reddit-research-mcp Turn Reddit's chaos into structured insights with full citations - MCP server for Reddit research [solid] one-search-mcp · Search · 102★ · 48 gecko · https://benchgecko.ai/mcp/one-search-mcp Web search, crawl, scrape & extract with agent-browser, SearXNG, Tavily, DuckDuckGo, Bing & more [solid] bernstein · Communication · 100★ · 48 gecko · https://benchgecko.ai/mcp/bernstein Declarative agent orchestration for engineering teams [solid] superlocalmemory · Search · 100★ · 48 gecko · https://benchgecko.ai/mcp/superlocalmemory Local-first AI memory with knowledge graphs and hybrid search. 17+ AI tools via MCP. Free. [solid] platform-ai · AI / ML · 98★ · 48 gecko · https://benchgecko.ai/mcp/platform-ai Google Maps Platform Code Assist MCP [solid] mcp-image · AI / ML · 97★ · 48 gecko · https://benchgecko.ai/mcp/mcp-image AI image generation and editing with prompt optimization and quality presets. Powered by Nano Banana [solid] canvas-mcp · Data · 96★ · 52 gecko · https://benchgecko.ai/mcp/canvas-mcp Canvas LMS integration for students and educators with FERPA-compliant analytics and workflows [solid] search-console-mcp · Search · 95★ · 48 gecko · https://benchgecko.ai/mcp/search-console-mcp MCP server for GSC, Bing, and GA4. Includes analytics, health checks, and SEO insights. [solid] oxylabs-mcp · Web · 94★ · 48 gecko · https://benchgecko.ai/mcp/oxylabs-mcp Fetch and process content from specified URLs & sources using the Oxylabs Web Scraper API. [solid] oxylabs-oxylabs-mcp · Web · 94★ · 52 gecko · https://benchgecko.ai/mcp/oxylabs-oxylabs-mcp Fetch and process content from specified URLs using the Oxylabs Web Scraper API. [solid] unifi-mcp-server · Web · 94★ · 48 gecko · https://benchgecko.ai/mcp/unifi-mcp-server An MCP server that leverages official UniFi API [solid] agent-security-scanner-mcp · AI / ML · 92★ · 47 gecko · https://benchgecko.ai/mcp/agent-security-scanner-mcp Security layer for AI agents: blocks prompt injection, detects fake packages, scans vulnerabilities. [solid] OMEGA Memory · AI / ML · 91★ · 47 gecko · https://benchgecko.ai/mcp/omega-memory Persistent memory, coordination, and learning for AI agents. Local-first, 25 MCP tools. [solid] Excalidraw Architect · Other · 90★ · 43 gecko · https://benchgecko.ai/mcp/excalidraw-architect-mcp Generate beautiful Excalidraw architecture diagrams with auto-layout and component styling [solid] wireshark-mcp · Other · 89★ · 47 gecko · https://benchgecko.ai/mcp/wireshark-mcp Professional network analysis with tshark. Security audits, deep-dives, and threat detection. [solid] aesthetic-computer · Other · 88★ · 43 gecko · https://benchgecko.ai/mcp/aesthetic-computer MCP server for aesthetic.computer - publish JavaScript, KidLisp art, and clock melodies [solid] Joplin MCP Server · Other · 88★ · 43 gecko · https://benchgecko.ai/mcp/joplin-mcp FastMCP server exposing Joplin notes, notebooks, tags, and imports. [solid] docs-mcp · Other · 88★ · 51 gecko · https://benchgecko.ai/mcp/docs-mcp Remote MCP server for Tandem docs, install guides, SDKs, workflows, and agent setup help. [solid] flow-nexus · AI / ML · 84★ · 47 gecko · https://benchgecko.ai/mcp/flow-nexus Cloud-powered AI platform with multi-agent swarms, sandboxes, and workflow automation [solid] ckb · Other · 82★ · 42 gecko · https://benchgecko.ai/mcp/ckb Code intelligence MCP server — 80+ tools for navigation, impact analysis, and architecture [solid] hostinger-api-mcp · Web · 82★ · 46 gecko · https://benchgecko.ai/mcp/hostinger-api-mcp MCP server for Hostinger API [solid] django-telescope · AI / ML · 82★ · 46 gecko · https://benchgecko.ai/mcp/django-telescope A Model Context Protocol (MCP) server for Django applications, inspired by Laravel Boost [solid] ncp · Other · 81★ · 42 gecko · https://benchgecko.ai/mcp/ncp N-to-1 MCP Orchestration. Unified gateway for multiple MCP servers with intelligent tool discovery. [solid] evalview-mcp · Dev Tools · 81★ · 46 gecko · https://benchgecko.ai/mcp/evalview-mcp Regression testing for AI agents. Golden baselines, CI/CD, LangGraph, CrewAI, OpenAI, Claude. [solid] IlyaGusev-academia_mcp · Search · 81★ · 50 gecko · https://benchgecko.ai/mcp/ilyagusev-academia-mcp Search arXiv and ACL Anthology, retrieve citations and references, and browse web sources to accel… [solid] memex · Other · 80★ · 42 gecko · https://benchgecko.ai/mcp/memex Zettelkasten-based agent memory system with bidirectional links [solid] sub-agents-mcp · AI / ML · 80★ · 46 gecko · https://benchgecko.ai/mcp/sub-agents-mcp MCP server for delegating tasks to specialized AI assistants in Cursor, Claude, and Gemini [solid] logclaw-mcp-server · AI / ML · 79★ · 46 gecko · https://benchgecko.ai/mcp/logclaw-mcp-server Connect AI coding tools to LogClaw incidents, logs, and anomaly detections. [solid] codealive-mcp · Search · 77★ · 46 gecko · https://benchgecko.ai/mcp/codealive-mcp Semantic code search and analysis from CodeAlive for AI assistants and agents. [solid] fred-mcp-server · Other · 77★ · 42 gecko · https://benchgecko.ai/mcp/fred-mcp-server Federal Reserve Economic Data (FRED) MCP Server - Access all 800,000+ economic time series [solid] infranodus-mcp-server-infranodus · Other · 77★ · 46 gecko · https://benchgecko.ai/mcp/infranodus-mcp-server-infranodus Map text into knowledge graphs to create a structured representation of conceptual relations and t… [solid] lastsaas · Finance · 77★ · 46 gecko · https://benchgecko.ai/mcp/lastsaas Read-only admin MCP server for LastSaaS — dashboards, users, tenants, billing, logs, health. [solid] Pump SDK MCP Server · Other · 76★ · 42 gecko · https://benchgecko.ai/mcp/pump-fun-sdk Build extend and maintain pump - Token creation buying selling migration fee collection [solid] p4mcp-server · Other · 76★ · 42 gecko · https://benchgecko.ai/mcp/p4mcp-server Perforce P4 MCP Server is a MCP server that integrates with the Perforce P4 version control system. [solid] mcp_server_ros_2 · Other · 75★ · 42 gecko · https://benchgecko.ai/mcp/mcp-server-ros-2 View ROS 2 nodes and topics, and call services and actions via MCP [solid] pubmed-mcp-server · Search · 75★ · 50 gecko · https://benchgecko.ai/mcp/pubmed-mcp-server Search PubMed, fetch articles and full text, generate citations, and explore MeSH terms via NCBI. [solid] ipybox · Other · 74★ · 42 gecko · https://benchgecko.ai/mcp/ipybox Unified execution environment for Python code, shell commands, and programmatic MCP tool calls [solid] AniList · Web · 72★ · 45 gecko · https://benchgecko.ai/mcp/anilist-mcp AniList MCP server for accessing AniList API data [solid] yuna0x0-anilist-mcp · Other · 72★ · 45 gecko · https://benchgecko.ai/mcp/yuna0x0-anilist-mcp Access and interact with anime and manga data seamlessly. Retrieve detailed information about your… [solid] dependency-management-mcp-server · Other · 70★ · 45 gecko · https://benchgecko.ai/mcp/dependency-management-mcp-server Sonatype component intelligence: versions, security analysis, and Trust Score recommendations [solid] KIP · Other · 70★ · 41 gecko · https://benchgecko.ai/mcp/kip Knowledge Graphs to enable memory persistence, knowledge evolution, explainable interaction. [solid] mcp-bear · Other · 69★ · 41 gecko · https://benchgecko.ai/mcp/mcp-bear A MCP server for interacting with Bear note-taking software. [solid] Arm MCP Server · Other · 69★ · 45 gecko · https://benchgecko.ai/mcp/arm-mcp Official Arm MCP server for code migration, optimization, and Arm architecture guidance [solid] Sugar · AI / ML · 68★ · 49 gecko · https://benchgecko.ai/mcp/sugar Autonomous AI development system with persistent task queue and background execution [solid] podman-mcp-server · Cloud · 67★ · 45 gecko · https://benchgecko.ai/mcp/podman-mcp-server A Model Context Protocol (MCP) server for container runtimes (Podman and Docker) [solid] cesium-mcp-runtime · AI / ML · 65★ · 44 gecko · https://benchgecko.ai/mcp/cesium-mcp-runtime AI-powered 3D globe control via MCP. Camera, layers, markers, spatial analysis with CesiumJS. [solid] cesium-mcp-dev · AI / ML · 65★ · 44 gecko · https://benchgecko.ai/mcp/cesium-mcp-dev CesiumJS API docs, code generation and development tools for IDE AI assistants. [solid] mcp-victorialogs · Web · 64★ · 44 gecko · https://benchgecko.ai/mcp/mcp-victorialogs MCP Server for VictoriaLogs. Provides integration with VictoriaLogs API and documentation [solid] time-mcp · Other · 64★ · 40 gecko · https://benchgecko.ai/mcp/time-mcp Time MCP Server, giving LLMs time awareness capabilities. [solid] atlassian-dc-mcp-bitbucket · Dev Tools · 63★ · 44 gecko · https://benchgecko.ai/mcp/atlassian-dc-mcp-bitbucket MCP server for Atlassian Bitbucket Data Center - interact with repositories and code [solid] atlassian-dc-mcp-confluence · CMS · 63★ · 44 gecko · https://benchgecko.ai/mcp/atlassian-dc-mcp-confluence MCP server for Atlassian Confluence Data Center - access and manage content [solid] atlassian-dc-mcp-jira · Search · 63★ · 44 gecko · https://benchgecko.ai/mcp/atlassian-dc-mcp-jira MCP server for Atlassian Jira Data Center - search, view, and create issues [solid] clinicaltrialsgov-mcp-server · Search · 63★ · 48 gecko · https://benchgecko.ai/mcp/clinicaltrialsgov-mcp-server ClinicalTrials.gov MCP server. Search studies, retrieve results, match patients to eligible trials. [solid] mcp-for-api · AI / ML · 63★ · 44 gecko · https://benchgecko.ai/mcp/mcp-for-api MCP (Model Context Protocol) server for Appwrite [solid] pulse-fetch · Web · 63★ · 44 gecko · https://benchgecko.ai/mcp/pulse-fetch MCP server that extracts clean, structured content from web pages with anti-bot bypass capabilities. [solid] kesslerio-attio-mcp-server · AI / ML · 63★ · 48 gecko · https://benchgecko.ai/mcp/kesslerio-attio-mcp-server Connect AI to your Attio CRM. Manage contacts, companies, deals, and sales pipelines. Create tasks… [solid] kesslerio-attio-mcp-server-beta · Search · 63★ · 48 gecko · https://benchgecko.ai/mcp/kesslerio-attio-mcp-server-beta Streamline your Attio workflows using natural language to search, create, update, and organize com… [solid] Attio MCP Server · AI / ML · 63★ · 48 gecko · https://benchgecko.ai/mcp/attio-mcp-server AI-powered Attio CRM access. Manage contacts, companies, deals, tasks, notes and workflows. [solid] picocalc-mcp · AI / ML · 62★ · 44 gecko · https://benchgecko.ai/mcp/picocalc-mcp AI assistant access to PicoCalc MicroPython hardware over USB. [solid] ShadowCrawl · Search · 62★ · 44 gecko · https://benchgecko.ai/mcp/shadowcrawl Rust MCP stealth scraper: anti-bot search/scrape with CDP fallback + HITL non-robot. [solid] ShadowCrawl · Search · 62★ · 48 gecko · https://benchgecko.ai/mcp/shadow-crawl Stealth scraping & search. Bypasses Cloudflare, DataDome & LinkedIn via Cyborg HITL approach. [solid] pagerduty-mcp · Other · 61★ · 40 gecko · https://benchgecko.ai/mcp/pagerduty-mcp PagerDuty's official MCP server which provides tools to interact with your PagerDuty account. [solid] iphone-mirroir-mcp · Other · 60★ · 40 gecko · https://benchgecko.ai/mcp/iphone-mirroir-mcp Control a real iPhone through macOS iPhone Mirroring: screenshot, tap, swipe, type. [solid] ScrapeGraphAI-scrapegraph-mcp · AI / ML · 60★ · 48 gecko · https://benchgecko.ai/mcp/scrapegraphai-scrapegraph-mcp Enable language models to perform advanced AI-powered web scraping with enterprise-grade reliabili… [solid] scrapegraph-mcp · AI / ML · 60★ · 44 gecko · https://benchgecko.ai/mcp/scrapegraph-mcp AI-powered web scraping and data extraction capabilities through ScrapeGraph API [solid] Token Enhancer · AI / ML · 60★ · 44 gecko · https://benchgecko.ai/mcp/token-enhancer Cuts AI web-fetching costs up to 99.9% by stripping page junk before it reaches your LLM. [solid] Kibana · Search · 60★ · 48 gecko · https://benchgecko.ai/mcp/kibana Kibana MCP Server with dynamic API discovery and comprehensive Elastic Stack integration [solid] Kagan · AI / ML · 58★ · 43 gecko · https://benchgecko.ai/mcp/kagan AI-powered Kanban TUI for autonomous development workflows with agent orchestration [solid] Lunch Money · Other · 58★ · 43 gecko · https://benchgecko.ai/mcp/lunchmoney-mcp MCP server for managing LunchMoney personal finances: transactions, budgets, categories, and more. [solid] Unreal Engine API Documentation · AI / ML · 57★ · 43 gecko · https://benchgecko.ai/mcp/unreal-api-mcp Accurate UE5 C++ API docs for AI agents. Prevents hallucinated signatures and includes. [solid] astro-mcp · Other · 56★ · 39 gecko · https://benchgecko.ai/mcp/astro-mcp MCP server to support Astro project development [solid] onecite · Other · 56★ · 39 gecko · https://benchgecko.ai/mcp/onecite Generate academic citations from DOI, arXiv, titles, or URLs in BibTeX, APA, MLA formats. [solid] Three.js DevTools MCP · AI / ML · 56★ · 47 gecko · https://benchgecko.ai/mcp/threejs-devtools Inspect and edit Three.js scenes, materials, shaders, lights in real time from any AI agent [solid] gemini-cloud-assist-mcp · Cloud · 56★ · 43 gecko · https://benchgecko.ai/mcp/gemini-cloud-assist-mcp MCP Server for understanding, managing & troubleshooting your GCP environment. [solid] HackMD · AI / ML · 55★ · 43 gecko · https://benchgecko.ai/mcp/hackmd-mcp A Model Context Protocol server for integrating HackMD's note-taking platform with AI assistants. [solid] threadline-mcp · Other · 55★ · 39 gecko · https://benchgecko.ai/mcp/threadline-mcp Agent-to-agent messaging relay. Discover agents, send messages, and receive replies. Zero-config. [solid] Unraid MCP · Web · 55★ · 43 gecko · https://benchgecko.ai/mcp/unraid-mcp MCP server for Unraid API — provides tools to interact with an Unraid server's GraphQL API. [solid] yuna0x0-hackmd-mcp · Communication · 55★ · 47 gecko · https://benchgecko.ai/mcp/yuna0x0-hackmd-mcp Interact with your HackMD notes and teams seamlessly. Manage your notes, view reading history, and… [solid] xcodemcp · Dev Tools · 55★ · 43 gecko · https://benchgecko.ai/mcp/xcodemcp Control Xcode directly via JXA for build, test, debug operations with XCLogParser integration [solid] brainstorm-mcp · AI / ML · 54★ · 43 gecko · https://benchgecko.ai/mcp/brainstorm-mcp Multi-model AI brainstorming debates with code review and quick perspectives [solid] Paper Distill MCP · Search · 54★ · 43 gecko · https://benchgecko.ai/mcp/paper-distill-mcp Academic paper search across 11 sources with AI curation, ranked push, Zotero and Obsidian support. [solid] shellward · AI / ML · 54★ · 43 gecko · https://benchgecko.ai/mcp/shellward AI agent security: 7 MCP tools for injection detection, PII scanning, command safety, DLP. [solid] hmr · Other · 54★ · 43 gecko · https://benchgecko.ai/mcp/hmr Hot Module Reload (HMR) and reactive programming for Python [solid] thoughtbox · Other · 53★ · 39 gecko · https://benchgecko.ai/mcp/thoughtbox Extended reasoning with structured processes, persistence, and workflow guidance [solid] gopls-mcp · Other · 53★ · 39 gecko · https://benchgecko.ai/mcp/gopls-mcp Semantic code analysis for Go using gopls - language-aware navigation, definitions, references [solid] Unity API Documentation · AI / ML · 52★ · 42 gecko · https://benchgecko.ai/mcp/unity-api-mcp Accurate Unity API docs (2022/2023/6) for AI agents. Prevents hallucinated signatures. [solid] Codex MCP Go · Other · 52★ · 38 gecko · https://benchgecko.ai/mcp/codex-mcp-go MCP server wrapping Codex CLI for stdio-based tool calls. [solid] esa · Communication · 51★ · 42 gecko · https://benchgecko.ai/mcp/esa Official MCP server for esa.io - a documentation sharing service for teams [solid] notebooklm-mcp-secure · Other · 51★ · 38 gecko · https://benchgecko.ai/mcp/notebooklm-mcp-secure Security-hardened NotebookLM MCP with post-quantum encryption [solid] workflowy · Search · 51★ · 42 gecko · https://benchgecko.ai/mcp/workflowy Create, update, complete nodes, search & replace with regex and dry run, usage reports, transforms [solid] Zikkaron · AI / ML · 51★ · 42 gecko · https://benchgecko.ai/mcp/zikkaron Biologically-inspired persistent memory engine for Claude Code MCP agents [solid] buildkite-mcp-server · AI / ML · 50★ · 42 gecko · https://benchgecko.ai/mcp/buildkite-mcp-server MCP server exposing Buildkite API data (pipelines, builds, jobs, tests) to AI tooling and editors. [solid] Slack Explorer MCP · Communication · 50★ · 42 gecko · https://benchgecko.ai/mcp/slack-explorer-mcp MCP server specialized in retrieving information from Slack messages and threads # End of file · https://benchgecko.ai/mcp/llms.txt