Leaderboard
Scored on public signals; components with none are listed as Unranked · Formula
Component
Domain
Vertical
| Rank | Score | Component | Description | Evidence | Last commit | Install |
|---|---|---|---|---|---|---|
| 901 | 22.557 | warpwebmcp · back-end | Research, build, and deploy AI-generated websites via the Warpweb API. | 1 star | No one-command install · Source | |
| 902 | 22.557 | brasil-mcp-essentialsmcp · back-end | A privacy-first MCP server providing 14 offline Brazilian utilities including document validation, boleto parsing, PIX BR Code generation/parsing, and… | 1 star | No one-command install · Source | |
| 903 | 22.557 | kvc-mcpmcp · back-end | MCP server for managing Krystal Voice Caller tenants, including tenant config, DNC, call history, reception captures, digest send-now, Script Author… | 1 star | No one-command install · Source | |
| 904 | 22.557 | mcp-demo-servermcp · back-end | Model Context Protocol (MCP) server implementation demonstrating production-ready patterns in TypeScript, with tools for calculation, weather, and… | 1 star | No one-command install · Source | |
| 905 | 22.557 | mt4ctlmcp · back-end | An MCP server for operating headless MetaTrader 4 terminals remotely over SSH, enabling status checks, logs, screenshots, systemd control, and… | 1 star | No one-command install · Source | |
| 906 | 22.557 | codemaxmcp · back-end | Cross-stack MCP server that scans frontend and backend code together, detects mismatches like phantom calls, dead endpoints, and field drift, and… | 1 star | No one-command install · Source | |
| 907 | 22.557 | ip2whois-mcp-ip2whoismcp · back-end | MCP server that provides comprehensive WHOIS lookup capabilities using the IP2WHOIS API. This server allows AI agents to query domain registration… | 1 star | No one-command install · Source | |
| 908 | 22.557 | rev2ret-secureaudit-mcpmcp · back-end | Model Context Protocol (MCP) server for static C/C++ memory-safety scanning and compiled PE/ELF binary protections auditing (ASLR, DEP/NX, SafeSEH… | 1 star | No one-command install · Source | |
| 909 | 22.557 | pyautogui-mcp-servermcp · back-end | Enables GUI automation by executing Python code with instrumented pyautogui, providing MCP-friendly output and inline screenshot delivery. | 1 star | No one-command install · Source | |
| 910 | 22.557 | buygit-mcp-servermcp · back-end | The only MCP that returns license + supply-chain risk + popularity + price in a single call. 78,094 curated Git assets. Zero config. MIT. Free… | 1 star | No one-command install · Source | |
| 911 | 22.557 | f5-distributed-cloud-api-mcp-servermcp · back-end | Enables natural language interaction with F5 Distributed Cloud (F5XC) infrastructure through Claude, VS Code, and other MCP-compatible tools… | 1 star | No one-command install · Source | |
| 912 | 22.557 | ssm82-vkmcp · back-end | VK social network API integration with 180+ tools — users, wall, groups, friends, photos, and messages via MCP. | 1 star | No one-command install · Source | |
| 913 | 22.557 | gnomon-mcpmcp · back-end | A small MCP server for the boring-but-essential utilities every model needs: dates, calendars, arithmetic, unit conversion. Use it so your assistant… | 1 star | No one-command install · Source | |
| 914 | 22.557 | yarrowmcp · back-end | An I-Ching oracle MCP server for casting hexagrams, looking up bilingual classical sources, and generating grounded Wilhelm/Baynes-style reflections. | 1 star | No one-command install · Source | |
| 915 | 22.557 | mcp-docupletemcp · back-end | Docuplete automates document completion for businesses — PDF templates, client interview forms, and e-signatures in one platform. The MCP server lets… | 1 star | No one-command install · Source | |
| 916 | 22.557 | jon2allen-command-shellmcp · back-end | Provides secure shell command execution, directory navigation, and interactive program automation with configurable safety controls and file access… | 1 star | No one-command install · Source | |
| 917 | 22.557 | veeemlab-itglue-mcpmcp · back-end | An MCP server for IT Glue that provides 56 tools for managing organizations, configurations, passwords, documents, flexible assets, contacts… | 1 star | No one-command install · Source | |
| 918 | 22.557 | tdarr-mcpmcp · back-end | MCP server for interacting with Tdarr, a distributed transcoding system. Provides 21 tools for monitoring workers, managing flows, and controlling… | 1 star | No one-command install · Source | |
| 919 | 22.557 | grpc-invoke-mcpmcp · back-end | An MCP server for calling gRPC methods from AI agents, enabling them to inspect gRPC APIs and invoke unary RPCs using server reflection or local… | 1 star | No one-command install · Source | |
| 920 | 22.557 | mcp-relay-kitmcp · back-end | A unified MCP gateway that reduces context token usage by exposing all services through just two tools (search and execute), supporting built-in… | 1 star | No one-command install · Source | |
| 921 | 22.557 | maorfr-registrymcp · back-end | Provides a bridge to the MCP Registry service for checking server health, listing entries, retrieving details, and publishing new server… | 1 star | No one-command install · Source | |
| 922 | 22.557 | localgym-mcp-servermcp · back-end | Read-only MCP server for searching, comparing, and recommending UK gyms using the public LocalGym Agent API. | 1 star | No one-command install · Source | |
| 923 | 22.557 | ebay-mcpmcp · back-end | MCP server for eBay buyer-side workflows enabling search, watch, bid, buy, and management of MyeBay via a hybrid REST and Trading API stack. | 1 star | No one-command install · Source | |
| 924 | 22.557 | leekangbum-networklytics-mcpmcp · back-end | YouTube comment social network analysis (SNA): influencer centrality ranking, community detection (Louvain), sentiment analysis, and public JSON API… | 1 star | No one-command install · Source | |
| 925 | 22.557 | ayo-nci-bulkrendermcp · back-end | MCP server for generating DOCX and PDF documents from templates via the BulkRender API. | 1 star | No one-command install · Source | |
| 926 | 22.557 | voxell-forge-mcpmcp · back-end | MCP server for Forge's hosted text-embedding API, providing tools to embed text into vectors and list available models. | 1 star | No one-command install · Source | |
| 927 | 22.557 | zmanim-mcp-servermcp · back-end | A comprehensive MCP server for calculating Jewish prayer times (zmanim) using the python-zmanim library, supporting multiple halachic opinions and… | 1 star | No one-command install · Source | |
| 928 | 22.557 | ibkr-mcp-server-2mcp · back-end | Enables interaction with Interactive Brokers through the TWS API for account management, market data, contract resolution, and order placement, with… | 1 star | No one-command install · Source | |
| 929 | 22.557 | cutpro-mcpmcp · back-end | MCP server exposing the full CutPro v1 API as 34 tools for AI clients — analyze videos, submit clipping jobs, manage clips, render, and publish posts… | 1 star | No one-command install · Source | |
| 930 | 22.557 | gh-srivastsh-bay-area-transitmcp · back-end | Real-time BART and SF Muni transit data via hosted Cloudflare Workers endpoints. | 1 star | No one-command install · Source | |
| 931 | 22.557 | comet-ml-mcp-servermcp · back-end | Enables interaction with Comet ML's experiment tracking platform through the Model Context Protocol, providing tools for experiment management… | 1 star | No one-command install · Source | |
| 932 | 22.557 | intentions-mcp-servermcp · back-end | Provides AI agents with personalized timing intelligence by scoring decisions (0-100) against a user's energy profile and the Five Elements framework… | 1 star | No one-command install · Source | |
| 933 | 22.557 | logiwa-mcp-servermcp · back-end | An MCP server for the Logiwa IO (WMS) API that lets MCP clients work with warehouse data through tools for products, inventory, orders, and reports. | 1 star | No one-command install · Source | |
| 934 | 22.557 | tshark-mcpmcp · back-end | An MCP server that exposes TShark as tools for AI-assisted network packet analysis, supporting PCAP analysis, live capture, TLS decryption, and… | 1 star | No one-command install · Source | |
| 935 | 22.557 | baidu-pan-mcp-servermcp · back-end | A development guide and reference implementation for building a custom Baidu Netdisk MCP server, enabling AI assistants to manage files and shares on… | 1 star | No one-command install · Source | |
| 936 | 22.557 | hermes-mcp-servermcp · back-end | Bridges MCP-compatible AI clients to over 100 Hermes Agent skills for web browsing, file management, code execution, GitHub operations, and more. | 1 star | No one-command install · Source | |
| 937 | 22.557 | jlcpcb-mcpmcp · back-end | MCP server for JLCPCB/LCSC component search, live stock and pricing, datasheets, and PCB/3D printing ordering via authenticated API. | 1 star | No one-command install · Source | |
| 938 | 22.557 | healow-mcp-servermcp · back-end | An MCP server that wraps the eClinicalWorks / healow FHIR R4 API so an MCP client (e.g. Claude Desktop) can read patient clinical data from one or… | 1 star | No one-command install · Source | |
| 939 | 22.557 | mcp-officegestmcp · back-end | Exposes a curated subset of the Officegest API v2 (22 CRUD tools) for managing clients, sales, and stock to AI clients like Claude Code and Claude… | 1 star | No one-command install · Source | |
| 940 | 22.557 | draft-mcp-servermcp · back-end | Enables AI assistants to draft content such as PR descriptions, tickets, or messages, with a review window for live preview, editing, and approval… | 1 star | No one-command install · Source | |
| 941 | 22.557 | js-reverse-mcpmcp · back-end | A Chrome DevTools Protocol-based MCP server that enables AI coding assistants to control browsers for JavaScript debugging, reverse engineering, web… | 1 star | No one-command install · Source | |
| 942 | 22.557 | circle-agent-stack-mcpmcp · back-end | MCP server for Circle's Agent Stack. Create wallets, set spend policies, send USDC, and pay x402-priced endpoints — all from a tool call. | 1 star | No one-command install · Source | |
| 943 | 22.557 | fabricatorsltd-go-toolsmcp · back-end | Reference documentation server for the Fabricators Go modules ecosystem covering auth, caching, routing, async jobs, ORM, and more. | 1 star | No one-command install · Source | |
| 944 | 22.557 | ai-sales-analytics-mcp-servermcp · back-end | Automates sales data analysis by cleaning CSV, generating AI insights, creating interactive HTML dashboards, exporting PDF reports, and emailing them… | 1 star | No one-command install · Source | |
| 945 | 22.557 | mcpgatemcp · back-end | A stateless gateway that turns any OpenAPI spec into MCP tools on the fly. | 1 star | No one-command install · Source | |
| 946 | 22.557 | gbmcpmcp · back-end | A Python stdio MCP server for querying standards metadata and downloading public standard documents from supported sources. | 1 star | No one-command install · Source | |
| 947 | 22.557 | flexberry-markitdown-mcpmcp · back-end | MCP server for converting various file formats (PDF, DOCX, images, audio, etc.) to Markdown using Microsoft MarkItDown, with support for large files… | 1 star | No one-command install · Source | |
| 948 | 22.557 | buyme-mcp-vercelmcp · back-end | Remote MCP server for searching Israeli businesses that accept BuyMe gift cards, with tools for filtering businesses by category, region, and price. | 1 star | No one-command install · Source | |
| 949 | 22.557 | hriteshmaikap-stravamcp · back-end | MCP server for accessing Strava running activity data and generating personalized training plans. | 1 star | No one-command install · Source | |
| 950 | 22.557 | performance-analysis-mcp-servermcp · back-end | Collects page performance metrics using Playwright, CDP, and Lighthouse, and returns a normalized PerformanceReport. | 1 star | No one-command install · Source | |
| 951 | 22.557 | invovate-mcp-servermcp · back-end | Create invoices from any MCP client via the Invovate API — compute totals and generate PDF, JSON, or UBL invoices in 11 languages. Exposes four tools… | 1 star | No one-command install · Source | |
| 952 | 22.557 | claw-eamcp · back-end | A Python MCP server that enables doctors to forward work messages (surgery schedules, meeting notices, files) to an AI assistant for automatic… | 1 star | No one-command install · Source | |
| 953 | 22.557 | nobleblocks-mcp-servermcp · back-end | Enables searching and exploring 340 million academic papers from 15+ databases with semantic search, citation graphs, and knowledge graph connections… | 1 star | No one-command install · Source | |
| 954 | 22.557 | al-codegen-mcp-servermcp · back-end | Generates AL code for Business Central directly from your IDE, enhancing developer efficiency by providing tools, prompts, and resources for code… | 1 star | No one-command install · Source | |
| 955 | 22.557 | joongna-mcpmcp · back-end | MCP server to search and view details of Joongna (Korean second-hand marketplace) listings, including market price summaries. | 1 star | No one-command install · Source | |
| 956 | 22.557 | lokyy-mcpmcp · back-end | This MCP server connects your AI to a knowledge base through semantic tools, enforcing strict rules with German-language rejections for violations. It… | 1 star | No one-command install · Source | |
| 957 | 22.557 | agh-mail-mcp-servermcp · back-end | Enables Claude to read and send emails from your AGH University mailbox via IMAP and SMTP. | 1 star | No one-command install · Source | |
| 958 | 22.557 | youtube-mcp-2mcp · back-end | Enables YouTube search, video details, channels, playlists, and comments scraping via MCP, no API key required. | 1 star | No one-command install · Source | |
| 959 | 22.557 | canvas-mcp-2mcp · back-end | Enables AI agents to interact with Canvas LMS via its REST API for reading courses, assignments, grades, announcements, discussions, and performing… | 1 star | No one-command install · Source | |
| 960 | 22.557 | crawmcpmcp · back-end | Self-hosted MCP server for web crawling that bypasses anti-bot walls and JS challenges, using RabbitMQ, MinIO, and Redis for asynchronous content… | 1 star | No one-command install · Source | |
| 961 | 22.557 | sdwan-netops-public-examplemcp · back-end | Enables LLMs to create, onboard, and diagnose Cisco SD-WAN branch edges using MCP tools that interact with a FastAPI automation backend, with… | 1 star | No one-command install · Source | |
| 962 | 22.557 | mcp-azure-toolkitmcp · back-end | An MCP server that exposes core Azure services as read-mostly tools any MCP client can call, including Blob Storage, Key Vault, Service Bus, and… | 1 star | No one-command install · Source | |
| 963 | 22.557 | mcpskillsmcp · back-end | Pre-install trust scoring & safety scanning for MCP servers, AI skills & npm packages — 15 signals incl. OSV/KEV/EPSS vuln intel and an auto-gate… | 1 star | No one-command install · Source | |
| 964 | 22.557 | kef-mcpmcp · back-end | MCP server for controlling KEF wireless speakers (LSX II, LS50 Wireless II, LS60) and playing Spotify on them via local network and Spotify Web API. | 1 star | No one-command install · Source | |
| 965 | 22.557 | mcp-lsp-v1mcp · back-end | An MCP stdio server that wraps language servers to expose read-oriented code-intelligence tools (hover, definition, references, diagnostics, etc.) for… | 1 star | No one-command install · Source | |
| 966 | 22.557 | advocu-mcp-servermcp · back-end | Enables Google Developer Experts, Docker Captains, and Microsoft MVPs to submit professional activity reports via conversational AI, with support for… | 1 star | No one-command install · Source | |
| 967 | 22.557 | surveyhelpermcp · back-end | A local-first MCP server that analyzes research papers, maps citation graphs, and surfaces insights with verbatim-verified contradictions, all while… | 1 star | No one-command install · Source | |
| 968 | 22.557 | livejournal-mcp-servermcp · back-end | Enables reading, searching, and posting to LiveJournal journals via the legacy XML-RPC API, with local SQLite caching for offline search. | 1 star | No one-command install · Source | |
| 969 | 22.557 | nd-quirksmcp · back-end | An MCP Server that leverages notes written in Markdown, tailored for developing Cisco Nexus Dashboard applications using the REST API. | 1 star | No one-command install · Source | |
| 970 | 22.557 | rechtspraak-mcpmcp · back-end | Enables searching and retrieving Dutch case law (uitspraken) via the Rechtspraak Open Data API, including full text and citation graph exploration. | 1 star | No one-command install · Source | |
| 971 | 22.557 | grantd-mcpmcp · back-end | OAuth token broker for AI agents to securely act on a user's behalf across third-party APIs (Gmail, Slack, GitHub, Notion, etc.) by vaulting tokens… | 1 star | No one-command install · Source | |
| 972 | 22.557 | mcp-code-review-servermcp · back-end | A code review tool that generates detailed HTML review documents by comparing branches or commits, with author filtering and intelligent analysis. | 1 star | No one-command install · Source | |
| 973 | 22.557 | weclapp-api-knowledge-mcpmcp · back-end | A standalone MCP server for exploring the weclapp REST API v2, providing offline knowledge about entities, endpoints, and relationships, plus optional… | 1 star | No one-command install · Source | |
| 974 | 22.557 | aidatanordic-alexandria-mcpmcp · back-end | Reach for AIDataNordic/alexandria-mcp when you need the MCP server it provides. | 1 star | No one-command install · Source | |
| 975 | 22.557 | meta-mcpmcp · back-end | Read-only MCP server for Meta (Facebook) Graph API, enabling access to Marketing API, Pages, Instagram, and WhatsApp Business data through Claude Code… | 1 star | No one-command install · Source | |
| 976 | 22.557 | universal-gas-framework-mcp-servermcp · back-end | Enables AI agents to perform gasless cross-chain transactions by paying with supported tokens on one chain and executing on another, all without… | 1 star | No one-command install · Source | |
| 977 | 22.557 | chatgpt-mcp-server-templatemcp · back-end | A boilerplate for building local Node.js MCP servers that integrate with ChatGPT Web UI, featuring mock OAuth and secure tunneling for instant… | 1 star | No one-command install · Source | |
| 978 | 22.557 | cisco-psirt-openvuln-mcp-servermcp · back-end | A production-quality MCP server for querying Cisco security advisories via the PSIRT OpenVuln API v2, enabling LLM-powered interfaces to search… | 1 star | No one-command install · Source | |
| 979 | 22.557 | tdx-mcp-servermcp · back-end | An MCP server that wraps the TeamDynamix Web API, enabling AI assistants to search tickets, manage assets, query the knowledge base, and look up… | 1 star | No one-command install · Source | |
| 980 | 22.557 | embodied-arm-mcpmcp · back-end | MCP server for voice-controlled 6DOF robotic arm, exposing tools like move_to, gripper_open, gripper_close, record_motion, and replay_motion. | 1 star | No one-command install · Source | |
| 981 | 22.557 | modforgemcp · back-end | Provides deterministic, audit-chain-backed Minecraft symbol migration and version-truth queries over MCP for AI assistants, enabling grounded rename… | 1 star | No one-command install · Source | |
| 982 | 22.557 | gdelt-events-mcpmcp · back-end | Enables macro/geopolitical event detection by wrapping the GDELT 2.0 API, providing tools for searching events, trending actors, and sentiment… | 1 star | No one-command install · Source | |
| 983 | 22.557 | fda-approvals-mcpmcp · back-end | Enables querying FDA drug approvals, device clearances (510(k)), recalls, and adverse events via the openFDA API, providing tools for clinical and… | 1 star | No one-command install · Source | |
| 984 | 22.557 | divoom-lanmcp · back-end | MCP server wrapping Divoom watchface LAN APIs to enable AI clients to control Divoom devices, manage watchfaces, and adjust display settings. | 1 star | No one-command install · Source | |
| 985 | 22.557 | io-github-xvvln-pdf-reader-mcpmcp · back-end | A PDF MCP server for extracting text, rendered pages, tables, links, annotations, outlines, metadata, and text statistics from PDF files. | 1 star | No one-command install · Source | |
| 986 | 22.557 | sitecore-xm-cloud-mcp-servermcp · back-end | AI-driven MCP server for Sitecore XM Cloud authoring, enabling template creation via GraphQL API with OAuth support for Sitecore Agentic Studio. | 1 star | No one-command install · Source | |
| 987 | 22.557 | lexandro-win-taskmanmcp · back-end | Provides Windows process listing, killing, and TCP port lookup through native Win32 APIs for AI-assisted system administration. | 1 star | No one-command install · Source | |
| 988 | 22.557 | agribrainmcp · back-end | Enables AI assistants to access free, open agronomic data for field briefings, spray windows, water balance, pest pressure, and more, using only… | 1 star | No one-command install · Source | |
| 989 | 22.557 | bananamcp · back-end | A simple MCP server that provides tools for adding numbers, creating text files, and logging entries. | 1 star | No one-command install · Source | |
| 990 | 22.557 | google-live-translate-mcp-servermcp · back-end | Provides translation and language detection tools to AI agents, processing text, audio, and Google Meet recordings with emotional voice style… | 1 star | No one-command install · Source | |
| 991 | 22.557 | zoho-analytics-mcp-workermcp · back-end | Exposes the Zoho Analytics API v2 as an MCP server, enabling Claude and other clients to query, manage, and analyze Zoho Analytics data through… | 1 star | No one-command install · Source | |
| 992 | 22.557 | cc98-mcpmcp · back-end | cc98-mcp enables AI assistants to search, read, and aggregate posts from the Zhejiang University campus forum CC98, using official read-only API… | 1 star | No one-command install · Source | |
| 993 | 22.557 | plaky-mcpmcp · back-end | Wraps the Plaky project-management REST API as MCP tools for managing spaces, boards, items, comments, files, and more via natural language. | 1 star | No one-command install · Source | |
| 994 | 22.557 | xhs-mcp-lightmcp · back-end | A lightweight MCP server that lets AI assistants publish notes to Xiaohongshu (Little Red Book) via browser automation. Supports login, image-text… | 1 star | No one-command install · Source | |
| 995 | 22.557 | k-data-gate-mcp-servermcp · back-end | Provides Korean market data (products, trends, stocks, real estate) in English JSON for AI agents, with 13 tools including search, trends, and stock… | 1 star | No one-command install · Source | |
| 996 | 22.557 | claudeforsafarimcp · back-end | Safari Web Extension + Node.js MCP bridge giving Claude Desktop full control over Safari — navigate, read pages, click elements, fill forms, and… | 1 star | No one-command install · Source | |
| 997 | 22.557 | auditshieldmcp · back-end | A three-layer MCP server that filters false positives from static analysis tools like Semgrep, Bandit, and Gosec using rule-based, context-aware, and… | 1 star | No one-command install · Source | |
| 998 | 22.557 | country-explorer-athena-agentmcp · back-end | An MCP server that provides country information lookup and an interactive dashboard, exposing a get_country_info tool and HTTP endpoints for querying… | 1 star | No one-command install · Source | |
| 999 | 22.557 | tokenless-zendesk-mcpmcp · back-end | MCP server that authenticates via browser session cookies to access Zendesk's REST API without API tokens, supporting reads and writes with agent… | 1 star | No one-command install · Source | |
| 1000 | 22.557 | bolna-mcp-servermcp · back-end | Manage voice AI agents, make calls, run campaigns, and control phone numbers through natural language. | 1 star | No one-command install · Source |
Score colour shows how many signals stand behind it, never how good it is: amber, three or more; dimmer amber, two; grey, one. The Evidence column names them.
Stars, forks and last commit are as GitHub reported them when Armory last read each repository: for most, or later. A repository may have changed since.