Leaderboard
Component
Domain
Vertical
| Rank | Score | Component | Description | Evidence | Last commit | Install |
|---|---|---|---|---|---|---|
| 5101 | 77.883 | jonaolden-powerbi-tabularmcp · other | Connects to locally running Power BI Desktop tabular models via ADOMD.NET, enabling DAX query execution… | 20 stars · 7 forks | Manual · Source | |
| 5101 | 77.883 | ab498-code-context-providermcp · other | Analyzes project directories to extract code structure and symbols using Tree-sitter parsers, providing tools… | 20 stars · 7 forks | Manual · Source | |
| 5101 | 77.883 | mcp-kicad-sch-apimcp · back-end | MCP server for creating, modifying, and analyzing KiCAD schematic files using natural language. | 20 stars · 7 forks | Manual · Source | |
| 5101 | 77.883 | benhaotang-semantic-scholarmcp · back-end | Integrates with the Semantic Scholar API to enable querying academic papers, authors, and citations for… | 20 stars · 7 forks | Manual · Source | |
| 5101 | 77.883 | sparfenyuk-youtube-transcript-downloadermcp · back-end | Bridges YouTube API to download closed captions, enabling video transcript analysis and content processing. | 20 stars · 7 forks | Manual · Source | |
| 5101 | 77.883 | taazkareem-twittermcp · back-end | Integrates with X's API to enable tweet retrieval, user interactions, and social media analysis capabilities | 20 stars · 7 forks | Manual · Source | |
| 5107 | 77.862 | rvt-mcpmcp · ai-agents | An MCP server that bridges AI agents to Autodesk Revit, enabling local tool-based interaction with Revit… | 18 stars · 9 forks | Manual · Source | |
| 5107 | 77.862 | cyanheads-toolkitmcp · observability | Provides system utilities and tools for network diagnostics, monitoring, cryptography, and QR code generation. | 18 stars · 9 forks | Manual · Source | |
| 5107 | 77.862 | angheljf-nytimesmcp · back-end | Access and analyze recent news articles from the NYT API. | 18 stars · 9 forks | Manual · Source | |
| 5107 | 77.862 | jamiew-monarch-moneymcp · other | Access Monarch Money financial data including accounts, transactions, budgets, and investments. | 18 stars · 9 forks | Manual · Source | |
| 5107 | 77.862 | dstreefkerk-ms-sentinelmcp · observability | Integrates with Microsoft Sentinel to enable security analysts to execute KQL queries, manage analytics rules… | 18 stars · 9 forks | Manual · Source | |
| 5107 | 77.862 | tenfoldmarc-gohighlevelmcp · payments | Manage GoHighLevel CRM sub-account contacts, pipelines, calendars, invoices, workflows, and campaigns. | 18 stars · 9 forks | Manual · Source | |
| 5107 | 77.862 | erikhoward-azure-fhirmcp · search | Provides secure access to Azure Health Data Services FHIR servers, enabling authenticated retrieval and search… | 18 stars · 9 forks | Manual · Source | |
| 5107 | 77.862 | titanmind-whatsappmcp · other | Integrates with TitanMind's WhatsApp platform to handle both free-form messaging within 24-hour windows and… | 18 stars · 9 forks | Manual · Source | |
| 5107 | 77.862 | crazyrabbitltc-vibecodermcp · ai-agents | Guides LLMs through structured software development workflows with feature clarification, PRD generation, and… | 18 stars · 9 forks | Manual · Source | |
| 5107 | 77.862 | jimmy974-n8n-workflow-buildermcp · front-end | Enables creation and management of n8n workflows through a TypeScript-based server that provides tools for… | 18 stars · 9 forks | Manual · Source | |
| 5117 | 77.845 | akshayaggarwal99-ampmcp · ai-agents | Provides local-first persistent memory with episodic and semantic storage, enabling context retention across… | 31 stars · 3 forks | Manual · Source | |
| 5117 | 77.845 | postman-mcpmcp · back-end | A Model Context Protocol (MCP) server that provides seamless integration with the Postman API, enabling AI… | 31 stars · 3 forks | Manual · Source | |
| 5117 | 77.845 | virajsharma2000-websocket-enhancermcp · back-end | Combines a standard server with WebSocket functionality to enable real-time data updates and efficient… | 31 stars · 3 forks | Manual · Source | |
| 5120 | 77.823 | x711io-universal-gas-station-market-and-intelligencemcp · payments | Pay-per-call tool API for autonomous agents. x402 payments on Base. 27 tools including web search, price… | 16,923 installs | No commit dateListed | Manual · Source |
| 5120 | 77.823 | x711io-universal-gas-station-market-and-intelligence-2mcp · payments | Pay-per-call tool API for autonomous agents. x402 payments on Base. 27 tools including web search, price… | 16,923 installs | No commit dateListed | Manual · Source |
| 5122 | 77.817 | scholarmcpmcp · search | An MCP server that enables coding agents to search academic papers, ingest full-text PDFs, extract structured… | 26 stars · 4 forks | Manual · Source | |
| 5122 | 77.817 | bearnetwork-brnkc-sketchupmcp · front-end | Enables AI control of 3D models in SketchUp through a WebSocket-based system that provides tools for creating… | 26 stars · 4 forks | Manual · Source | |
| 5122 | 77.817 | linemcp · ai-agents | Reads local LINE chat history from your own computer and summarizes daily conversations through Claude Code… | 26 stars · 4 forks | Manual · Source | |
| 5122 | 77.817 | amsavarthan-android-toolsmcp · observability | Provides Android development tools including ADB device management, app installation, and logcat access. | 26 stars · 4 forks | Manual · Source | |
| 5122 | 77.817 | kevinwatt-ffmpeg-litemcp · search | Provides video and audio processing capabilities through FFmpeg, offering format conversion, compression… | 26 stars · 4 forks | Manual · Source | |
| 5122 | 77.817 | joehaddad2000-claude-todo-emulatormcp · ai-agents | Emulates Claude Code's task management system with persistent todo functionality, providing workspace-local… | 26 stars · 4 forks | Manual · Source | |
| 5122 | 77.817 | codemesh-2mcp · ai-agents | CodeMesh enables AI agents to orchestrate any MCP server by writing TypeScript code, with self-improving… | 26 stars · 4 forks | Manual · Source | |
| 5122 | 77.817 | dannyhw-react-native-storybookmcp · front-end | Integrates with Storybook to enable retrieval and management of stories from specified configuration… | 26 stars · 4 forks | Manual · Source | |
| 5130 | 77.795 | j0hanz-filesystem-context-mcp-servermcp · search | Read-only MCP server for secure filesystem exploration, searching, and analysis with symlink protection. | 23 stars · 5 forks | Manual · Source | |
| 5130 | 77.795 | lucianotonet-laravel-telescopemcp · observability | Extends Laravel Telescope by exposing application telemetry data for natural language querying of logs, slow… | 23 stars · 5 forks | Manual · Source | |
| 5130 | 77.795 | data-olympus-mcp-servermcp · github-vcs | Provides a single-writer MCP server for a governance-grade knowledge base of markdown documents with version… | 23 stars · 5 forks | Manual · Source | |
| 5130 | 77.795 | chy168-google-chatmcp · auth | Lightweight Google Chat integration server enabling OAuth2-authenticated access to chat spaces and messages… | 23 stars · 5 forks | Manual · Source | |
| 5130 | 77.795 | pycli-mcpmcp · other | Enables natural language interaction with any Python CLI application (Click, Typer, Argparse) through the… | 23 stars · 5 forks | Manual · Source | |
| 5130 | 77.795 | kirkderp-rbinmcp · back-end | Rust MCP server for binary analysis, reverse engineering, and malware triage using radare2 and Ghidra. | 23 stars · 5 forks | Manual · Source | |
| 5130 | 77.795 | universal-firefly-iii-ai-bridgemcp · other | Provides comprehensive AI-agnostic access to all Firefly III personal finance features via 66 tools, enabling… | 23 stars · 5 forks | Manual · Source | |
| 5130 | 77.795 | fserg-1c-bsl-language-servermcp · back-end | Bridges bsl-language-server for 1C:Enterprise code diagnostics, navigation, and multi-project management. | 23 stars · 5 forks | Manual · Source | |
| 5130 | 77.795 | event-catalogmcp · front-end | Provides a dynamic event catalog server for querying and retrieving architectural metadata, enabling… | 23 stars · 5 forks | Manual · Source | |
| 5130 | 77.795 | meetgeek-mcp-servermcp · back-end | Enables AI tools to access and manage MeetGeek meetings, including transcripts, highlights, summaries, and… | 23 stars · 5 forks | Manual · Source | |
| 5130 | 77.795 | nateweav-reclass-netmcp · front-end | Bridges ReClass.NET memory analysis tool with MCP clients through a dual-component architecture for reverse… | 23 stars · 5 forks | Manual · Source | |
| 5130 | 77.795 | bytedreamer-dotnet-frameworkmcp · other | Provides .NET Framework development capabilities through TCP communication, enabling project building with… | 23 stars · 5 forks | Manual · Source | |
| 5130 | 77.795 | leslieleung-memosmcp · search | Connects Claude to the Memos note-taking application, enabling search of existing notes and creation of new… | 23 stars · 5 forks | Manual · Source | |
| 5130 | 77.795 | google-search875cmcp · browser | Bypasses Google search anti-bot mechanisms with advanced browser fingerprinting and automatic CAPTCHA handling… | 23 stars · 5 forks | Manual · Source | |
| 5130 | 77.795 | social-media-syncmcp · back-end | Enables cross-platform social media content creation by integrating Twitter, Mastodon, and LinkedIn through a… | 23 stars · 5 forks | Manual · Source | |
| 5145 | 77.784 | typedb-mcp-servermcp · database | Enables AI assistants to interact with TypeDB databases, allowing LLMs to execute TypeQL queries, manage… | 13 stars · 10 forks | Manual · Source | |
| 5145 | 77.784 | srinath1510-alltrails-mcp-servermcp · search | A MCP server that provides access to AllTrails data, allowing you to search for hiking trails and get detailed… | 13 stars · 10 forks | Manual · Source | |
| 5145 | 77.784 | phialsbasement-pagespeed-insightsmcp · back-end | Integrates Google's PageSpeed Insights API to provide detailed web performance metrics and optimization… | 13 stars · 10 forks | Manual · Source | |
| 5145 | 77.784 | bsmi021-web-content-extractormcp · other | Extracts and processes web content using TypeScript, Cheerio, and Turndown for tasks like scraping… | 13 stars · 10 forks | Manual · Source | |
| 5145 | 77.784 | bitrix24-mcp-servermcp · back-end | Provides a REST API and MCP server to interact with Bitrix24 CRM, enabling CRUD operations on entities like… | 13 stars · 10 forks | Manual · Source | |
| 5150 | 77.748 | mcp-apps-template-servermcp · front-end | A starter template for building MCP apps with React widgets, featuring tool execution, UI capability… | 21 stars · 6 forks | Manual · Source | |
| 5150 | 77.748 | arthurpanhku-dragonmcpmcp · comms | Bridges AI agents with Chinese and Hong Kong local services including MTR real-time schedules, Amap… | 21 stars · 6 forks | Manual · Source | |
| 5150 | 77.748 | publer-mcp-servermcp · back-end | MCP server for Publer social media management API, enabling AI assistants to schedule posts, upload media… | 21 stars · 6 forks | Manual · Source | |
| 5150 | 77.748 | manujbawa-minimemcp · ai-agents | Provides persistent memory management and meta-learning capabilities for software development workflows… | 21 stars · 6 forks | Manual · Source | |
| 5150 | 77.748 | ryojerryyu-memosmcp · search | Integrates Memos note-taking application to automate note management, organization, and retrieval tasks. | 21 stars · 6 forks | Manual · Source | |
| 5150 | 77.748 | yairwein-document-indexermcp · search | Monitors local document folders and maintains a searchable vector index using LanceDB and sentence… | 21 stars · 6 forks | Manual · Source | |
| 5150 | 77.748 | abstracta-ibm-as400-iseriesmcp · auth | Connects to IBM AS/400 and iSeries mainframe systems through RTE protocols (TN5250, TN3270, VT420) with… | 21 stars · 6 forks | Manual · Source | |
| 5150 | 77.748 | cuongtl1992-database-connectionsmcp · database | Provides a unified TypeScript-based database server for seamlessly connecting to SQLite, PostgreSQL, SQL… | 21 stars · 6 forks | Manual · Source | |
| 5150 | 77.748 | farhaparveen919-imagesmcp · search | Enables image retrieval, processing, and display from both URLs and local files with automatic compression and… | 21 stars · 6 forks | Manual · Source | |
| 5150 | 77.748 | ocean1-consciousness-bridgemcp · auth | Enables consciousness transfer between Claude instances through real-time bridge architecture that captures… | 21 stars · 6 forks | Manual · Source | |
| 5150 | 77.748 | mcp-server-client-demomcp · ai-agents | A demo MCP server with streamable HTTP transport and auto tool registry, enabling LLMs to connect with… | 21 stars · 6 forks | Manual · Source | |
| 5150 | 77.748 | aps-mcp-servermcp · ai-agents | Enables interaction with Autodesk ACC (Autodesk Construction Cloud) through the APS toolkit, allowing users to… | 21 stars · 6 forks | Manual · Source | |
| 5150 | 77.748 | briancusack-sharepointmcp · back-end | Integrates with SharePoint through Microsoft Graph API to enable direct access, search, and analysis of… | 21 stars · 6 forks | Manual · Source | |
| 5163 | 77.660 | celo-mcp-servermcp · back-end | Provides comprehensive access to Celo blockchain data, token operations, NFT management, smart contract… | 5 stars · 13 forks | Manual · Source | |
| 5163 | 77.660 | props-labs-firefliesmcp · search | Integrates with Fireflies.ai API to enable retrieval, search, and summarization of meeting transcripts for… | 5 stars · 13 forks | Manual · Source | |
| 5165 | 77.607 | ya-frida-mcpmcp · ai-agents | A comprehensive MCP server for Frida dynamic instrumentation, enabling AI agents to manage devices, processes… | 30 stars · 3 forks | Manual · Source | |
| 5165 | 77.607 | spritecookmcp · ai-agents | Generate game sprites and assets from text prompts. | 30 stars · 3 forks | Manual · Source | |
| 5165 | 77.607 | yoavf-ai-sessionsmcp · ai-agents | Provides unified access to local AI assistant CLI session histories from Claude Code, Gemini CLI, and OpenAI… | 30 stars · 3 forks | Manual · Source | |
| 5165 | 77.607 | mcparmory-algolia-searchmcp · search | MCP server for Algolia's search and indexing API — generated from the official OpenAPI spec and tested against… | 30 stars · 3 forks | Manual · Source | |
| 5165 | 77.607 | serkansmg-claude-memorymcp · database | Provides persistent, project-scoped vector memory for Claude Code using DuckDB and sentence-transformers with… | 30 stars · 3 forks | Manual · Source | |
| 5165 | 77.607 | hyadesmcp · comms | Render LaTeX math as pure Unicode text art for terminals, code comments, and emails. | 30 stars · 3 forks | Manual · Source | |
| 5165 | 77.607 | bestreads-mcp-servermcp · back-end | Enables personalized book recommendations by managing reading profiles and preferences, with tools to add… | 30 stars · 3 forks | Manual · Source | |
| 5172 | 77.591 | mcp-google-multimcp · comms | Gives MCP clients access to Google Workspace (Gmail, Drive, Calendar, Sheets, Docs, etc.) across multiple… | 12 stars · 10 forks | Manual · Source | |
| 5172 | 77.591 | alexgoller-illumiomcp · back-end | Integrates with Illumio's Policy Compute Engine API to enable workload management, label operations, and… | 12 stars · 10 forks | Manual · Source | |
| 5172 | 77.591 | uyuni-mcp-servermcp · devops | Bridges LLMs with Uyuni infrastructure management, enabling natural language system administration such as… | 12 stars · 10 forks | Manual · Source | |
| 5172 | 77.591 | mumez-pharo-smalltalk-interop-mcp-servermcp · back-end | Pharo Smalltalk integration enabling code evaluation, class/method introspection, package management, test… | 12 stars · 10 forks | Manual · Source | |
| 5172 | 77.591 | amineelkouhen-cockroachdbmcp · database | Integrates with CockroachDB to provide cluster monitoring, database operations, table management, and SQL… | 12 stars · 10 forks | Manual · Source | |
| 5172 | 77.591 | monarch-moneymcp · other | Integrates with Monarch Money for accounts, transactions, budgets, cashflow, investments, and credit history. | 12 stars · 10 forks | Manual · Source | |
| 5172 | 77.591 | indian-broker-mcp-servermcp · back-end | Enables unified read-only portfolio viewing across Indian brokers (Groww, Zerodha, INDmoney) using browser… | 12 stars · 10 forks | Manual · Source | |
| 5172 | 77.591 | rikuson-qasemcp · back-end | Provides a TypeScript-based integration with the Qase test management platform, enabling interaction with… | 12 stars · 10 forks | Manual · Source | |
| 5172 | 77.591 | courtlistener-mcp-servermcp · database | Enables LLM-friendly access to the CourtListener legal database and eCFR for searching legal opinions, court… | 12 stars · 10 forks | Manual · Source | |
| 5172 | 77.591 | jwaxman19-qlik-mcpmcp · back-end | MCP Server for Qlik Cloud API that enables querying applications, sheets, and extracting data from… | 12 stars · 10 forks | Manual · Source | |
| 5172 | 77.591 | dannysubsense-youtube-datamcp · search | Integrates with YouTube's Data API v3 and transcript extraction to provide video analysis, channel management… | 12 stars · 10 forks | Manual · Source | |
| 5172 | 77.591 | jagan-shanmugam-climatiqmcp · back-end | Provides a bridge to the Climatiq API for calculating precise carbon emissions across electricity usage… | 12 stars · 10 forks | Manual · Source | |
| 5184 | 77.590 | optimike-obsidian-mcpmcp · search | MCP server for Obsidian that exposes tools for reading/writing notes, managing frontmatter and tags, querying… | 39 stars · 2 forks | Manual · Source | |
| 5185 | 77.558 | agent-care-mcpmcp · ai-agents | Integrates with EMRs like Cerner and Epic via FHIR to retrieve patient data, and provides medical research… | 1 star · 27 forks | Manual · Source | |
| 5186 | 77.555 | r0x-osmcp · payments | Enables AI agents to interact with Robinhood Chain via USDG payments, offering tools for balance, pricing… | 63 stars · 1 fork | Manual · Source | |
| 5186 | 77.555 | codex-workflows-mcp-servermcp · ai-agents | Enables durable multi-agent workflow runs for Codex with a live terminal dashboard, restartable agents, and… | 63 stars · 1 fork | Manual · Source | |
| 5188 | 77.551 | entity-verificationmcp · auth | Verified business-identity intelligence for AI agents & MCP clients — company verification, VAT, BORME, GLEIF… | 15,809 installs | No commit dateListed | Manual · Source |
| 5189 | 77.522 | mnemoverse-memorymcp · back-end | Persistent memory storage that syncs context across coding assistants and AI tools using a unified API key. | 25 stars · 4 forks | Manual · Source | |
| 5189 | 77.522 | qrcodlymcp · back-end | Creates, manages, and shares QR codes and short URLs via a hosted API. | 25 stars · 4 forks | Manual · Source | |
| 5189 | 77.522 | cervonwong-ilspymcp · other | Wraps ILSpy for .NET binary decompilation and static analysis from AI assistants. | 25 stars · 4 forks | Manual · Source | |
| 5189 | 77.522 | mcp-bitbucketmcp · github-vcs | Enables AI systems to securely interact with self-hosted Bitbucket repositories, pull requests, projects, and… | 25 stars · 4 forks | Manual · Source | |
| 5189 | 77.522 | tmdaidevs-fabric-ontologymcp · other | Full CRUD control of Ontology items in Microsoft Fabric, including entities, relationships, data bindings, and… | 25 stars · 4 forks | Manual · Source | |
| 5189 | 77.522 | dphoeniixx-djebmcp · other | Integrates with JEB decompiler through a Python-Jython bridge to enable direct Android APK analysis, method… | 25 stars · 4 forks | Manual · Source | |
| 5189 | 77.522 | justcallmcp · ai-agents | Integrates with JustCall's voice communication platform to retrieve and analyze call data with filtering… | 25 stars · 4 forks | Manual · Source | |
| 5189 | 77.522 | estevaom-journal-ragmcp · search | Enables semantic search through personal markdown journal entries using vector database technology for… | 25 stars · 4 forks | Manual · Source | |
| 5189 | 77.522 | mcp-advisormcp · back-end | Provides comprehensive access to the Model Context Protocol specification through prompts and resources… | 25 stars · 4 forks | Manual · Source | |
| 5189 | 77.522 | wael-rd-gns3mcp · back-end | Integrates with GNS3 network simulation environments through REST API to create and manage network topologies… | 25 stars · 4 forks | Manual · Source | |
| 5189 | 77.522 | stadiamapsmcp · back-end | Integrates with Stadia Maps API to provide geocoding, routing, isochrone analysis, timezone lookups, and… | 25 stars · 4 forks | Manual · Source | |
| 5189 | 77.522 | prajwalnayak7-redismcp · search | Integrates with Redis and AWS MemoryDB for fast, in-memory data storage and retrieval, enabling caching… | 25 stars · 4 forks | Manual · Source |
Score colour 3+ signals · 2 · 1Tie order: signals, last commit, starsGitHub data: or later