Leaderboard
Scored on public signals; components with none are listed as Unranked · Formula
Component
Domain
Vertical
| Rank | Score | Component | Description | Evidence | Last commit | Install |
|---|---|---|---|---|---|---|
| 2601 | 23.374 | japan-intelligence-apimcp · back-end | Provides AI agents with comprehensive Japanese market intelligence through 27 MCP tools, covering corporate data, macroeconomics, financials, and… | 1 fork | No one-command install · Source | |
| 2602 | 23.374 | 100hiresmcp · back-end | MCP server providing 130 recruiting and talent management tools for AI-powered hiring workflows. | 1 fork | No one-command install · Source | |
| 2603 | 23.374 | wh0ff24-crypto-datamcp · back-end | MCP server for live cryptocurrency prices, market overview, Fear & Greed Index, and historical charts via CoinGecko. | 1 fork | No one-command install · Source | |
| 2604 | 23.374 | dontsovcmc-cdekmcp · back-end | Integrates the CDEK delivery API for creating orders, tracking shipments, and finding pickup points. | 1 fork | No one-command install · Source | |
| 2605 | 23.374 | cdekmcp · back-end | Integrates with CDEK delivery API to manage orders, track shipments, find pickup points, and handle delivery labels and barcodes through natural… | 1 fork | No one-command install · Source | |
| 2606 | 23.374 | aws-health-mcp-servermcp · back-end | MCP server that exposes AWS Health API as tools for checking service health, events, and scheduled maintenance at account or organization level. | 1 fork | No one-command install · Source | |
| 2607 | 23.374 | grok-mcp-server-2mcp · back-end | Search X (formerly Twitter) in real-time from your AI assistant using xAI's Grok API, with no X API account required. | 1 fork | No one-command install · Source | |
| 2608 | 23.374 | instagram-personal-mcpmcp · back-end | An MCP server that wraps instagrapi to read, engage, and send DMs from a personal Instagram account, supporting 24 tools for auth, profile… | 1 fork | No one-command install · Source | |
| 2609 | 23.374 | hostsmith-mcp-servermcp · back-end | Enables AI agents to deploy static files and get live HTTPS URLs instantly, with support for custom domains and data residency. | 1 fork | No one-command install · Source | |
| 2610 | 23.374 | signaliz-mcpmcp · back-end | Provides MCP clients with 60+ APIs for B2B data enrichment, lead generation, email verification, company intelligence, and agentic GTM workflows. | 1 fork | No one-command install · Source | |
| 2611 | 23.374 | signalizmcp · back-end | B2B email verification, company signal enrichment, and governed GTM data pipeline server for sales and marketing teams. | 1 fork | No one-command install · Source | |
| 2612 | 23.374 | ryotaro-tanaka-oss-onrampmcp · back-end | Scout beginner-friendly open source issues with high precision using GitHub GraphQL. | 1 fork | No one-command install · Source | |
| 2613 | 23.374 | mcp-oss-onrampmcp · back-end | An MCP server that scouts truly beginner-friendly open-source issues from GitHub, checking availability and summarizing them for AI consumption. | 1 fork | No one-command install · Source | |
| 2614 | 23.374 | rocnubie-flow-music-aimcp · back-end | Read-only MCP server providing pricing and official links for the Flow Music AI generator. | 1 fork | No one-command install · Source | |
| 2615 | 23.374 | flowmusicai-mcp-servermcp · back-end | Provides AI clients with access to FlowMusicAI's pricing, documentation, and FAQ, enabling them to answer questions about the AI music generator. | 1 fork | No one-command install · Source | |
| 2616 | 23.374 | rootsbymenda-pharma-regulatorymcp · back-end | Free drug safety server covering 7 databases: DrugBank, drug interactions, FAERS adverse events, WHO alerts, and TGA regulatory data. | 1 fork | No one-command install · Source | |
| 2617 | 23.374 | pharma-mcp-servermcp · back-end | Enables drug safety, interactions, adverse events, and regulatory data queries using free sources like DrugBank, WHO, FDA FAERS, and more. Provides… | 1 fork | No one-command install · Source | |
| 2618 | 23.374 | neko-mcpmcp · back-end | Enables AI agents to control a neko virtual browser via WebSocket and REST APIs, while allowing live viewing through a WebRTC stream. | 1 fork | No one-command install · Source | |
| 2619 | 23.374 | bidsparq-mcp-servermcp · back-end | Query federal RFP, subaward, pricing, and vendor data from AI clients via 55 tools, including procurement contact graph and contract vehicle… | 1 fork | No one-command install · Source | |
| 2620 | 23.374 | microsoft-mcpmcp · back-end | Model Context Protocol servers for Microsoft 365, enabling AI assistants to interact with Calendar, Contacts, OneDrive, Outlook, and SharePoint via… | 1 fork | No one-command install · Source | |
| 2621 | 23.374 | cycloid-mcp-servermcp · back-end | Enables AI assistants to interact with the Cycloid platform for infrastructure management, including blueprint discovery, stack creation, pipeline… | 1 fork | No one-command install · Source | |
| 2622 | 23.374 | ibm-content-services-mcp-servermcp · back-end | Enables AI models to interact with IBM FileNet Content Manager for document lifecycle management, metadata extraction, legal holds, and AI-powered… | 1 fork | No one-command install · Source | |
| 2623 | 23.374 | meta-ad-library-mcpmcp · back-end | Searches the Meta (Facebook) Ad Library by keyword and returns ad details including advertiser, ad copy, and EU reach, without requiring an API key. | 1 fork | No one-command install · Source | |
| 2624 | 23.374 | tastytrade-mcpmcp · back-end | MCP server for the tastytrade brokerage API, providing tools for account management, market data, and order execution. | 1 fork | No one-command install · Source | |
| 2625 | 23.374 | mcp-gemini-crunchtoolsmcp · back-end | A secure MCP server for Google Gemini AI, providing 39 tools for text, image, video, document, YouTube, research, and more. Runs locally via stdio… | 1 fork | No one-command install · Source | |
| 2626 | 23.374 | linkedin-job-search-mcp-servermcp · back-end | Enables AI assistants to search LinkedIn jobs with built-in rate limiting to prevent IP bans. Supports job search, filtering, company profiles, and… | 1 fork | No one-command install · Source | |
| 2627 | 23.374 | sigmapilot-mcp-servermcp · back-end | A remote Model Context Protocol (MCP) server for real-time cryptocurrency and stock market analysis. Provides AI-powered market intelligence tools… | 1 fork | No one-command install · Source | |
| 2628 | 23.374 | mcp-ddg-researchmcp · back-end | Lightweight MCP server for DuckDuckGo search with HTML fallback, safe webpage fetching, caching, and clean text extraction. | 1 fork | No one-command install · Source | |
| 2629 | 23.374 | smart-contract-security-analyzermcp · back-end | An MCP server that statically audits Solidity smart contracts for common vulnerabilities like reentrancy and access control, enabling developers to… | 1 fork | No one-command install · Source | |
| 2630 | 23.374 | trendkia-mcp-servermcp · back-end | Enables AI assistants to access and search TrendKia articles, retrieving clean markdown content without HTML scraping. | 1 fork | No one-command install · Source | |
| 2631 | 23.374 | 24htrack-mcpmcp · back-end | Track packages across 3,200+ carriers (USPS, UPS, FedEx, DHL, China Post, UniUni, SpeedX and more) with automatic carrier detection. Register, list… | 1 fork | No one-command install · Source | |
| 2632 | 23.374 | docker-helper-ai-mcpmcp · back-end | Docker Helper MCP server that provides tools for automating Docker tasks such as generating Dockerfiles, parsing docker-compose files, and optimizing… | 1 fork | No one-command install · Source | |
| 2633 | 23.374 | cadence-mcpmcp · back-end | A daily-rhythm support MCP server for ADHD and bipolar disorder, providing 23 tools for mood tracking, social rhythm regularity, early warning… | 1 fork | No one-command install · Source | |
| 2634 | 23.374 | ionis-mcpmcp · back-end | MCP server for HF radio propagation analytics using 175M+ aggregated signatures from WSPR, RBN, Contest, DXpedition, and PSK Reporter datasets… | 1 fork | No one-command install · Source | |
| 2635 | 23.374 | io-github-qso-graph-ionis-mcpmcp · back-end | An MCP server for HF radio propagation analytics using the IONIS dataset collection, enabling natural language queries about band conditions… | 1 fork | No one-command install · Source | |
| 2636 | 23.374 | opencode-lensmcp · back-end | MCP server that enables inspecting, controlling, and safely automating live opencode TUI sessions. | 1 fork | No one-command install · Source | |
| 2637 | 23.374 | docusign-mcp-server-patchedmcp · back-end | Provides DocuSign eSignature operations via JWT Grant for headless AI agents, enabling envelope management, document signing, and template access… | 1 fork | No one-command install · Source | |
| 2638 | 23.374 | pubmed-custom-connector-mcp-servermcp · back-end | Enables users to search and fetch PubMed biomedical literature articles through natural language queries in Microsoft 365 Copilot. | 1 fork | No one-command install · Source | |
| 2639 | 23.374 | clichefactory-mcpmcp · back-end | MCP server for ClicheFactory, enabling structured data extraction from documents such as PDFs, images, and office files via AI assistants. | 1 fork | No one-command install · Source | |
| 2640 | 23.374 | nimgenmcp · back-end | First MCP server for NVIDIA NIM FLUX. Generate and edit images using FLUX.1 models with your existing NVIDIA API key. | 1 fork | No one-command install · Source | |
| 2641 | 23.374 | plattermcp · back-end | MCP server exposing file operations, shell commands, glob/grep search, and JavaScript evaluation via stdio, HTTP, or system tray. | 1 fork | No one-command install · Source | |
| 2642 | 23.374 | fiverr-mcpmcp · back-end | Enables AI assistants to manage Fiverr seller accounts directly from the browser session. Supports gig management, order tracking, messaging… | 1 fork | No one-command install · Source | |
| 2643 | 23.374 | odoo-mcp-server-remotemcp · back-end | Remote MCP server for Odoo ERP — exposes Odoo operations over Streamable HTTP with bearer token authentication. | 1 fork | No one-command install · Source | |
| 2644 | 23.374 | cafe-mcpmcp · back-end | Korean Saju (Four Pillars / 사주명리) birth-chart analysis — 5 free tools: chart, five elements, gyeokguk, yin-yang/climate balance, and classical… | 1 fork | No one-command install · Source | |
| 2645 | 23.374 | monobank-mcpmcp · back-end | A Model Context Protocol server that enables interaction with Monobank API, providing tools for currency exchange rates, client info, and account… | 1 fork | No one-command install · Source | |
| 2646 | 23.374 | moo-mcpmcp · back-end | MCP server for LambdaMOO administration. Connects to a MOO's admin port over TCP and exposes tools for eval, verb/property management, and inheritance… | 1 fork | No one-command install · Source | |
| 2647 | 23.374 | ai-log-mcp-servermcp · back-end | Enables querying and managing AI logs through tools like listing logs, retrieving jobs, and performing AI-powered chat queries. Also provides access… | 1 fork | No one-command install · Source | |
| 2648 | 23.374 | xee-mcpmcp · back-end | Enables AI assistants to search X posts and read user timelines without API costs, using cookie authentication. | 1 fork | No one-command install · Source | |
| 2649 | 23.374 | tcm-mcp-servermcp · back-end | Enables AI assistants to access professional Traditional Chinese Medicine knowledge, including herb and formula search, acupoint lookup, six-channel… | 1 fork | No one-command install · Source | |
| 2650 | 23.374 | tradinview-mcpmcp · back-end | A TradingView-style market research and charting MCP server that provides tools for market data, indicators, watchlists, and local HTML chart… | 1 fork | No one-command install · Source | |
| 2651 | 23.374 | hevy-mcp-2mcp · back-end | Exposes the Hevy workout API to Claude, enabling users to manage workouts, routines, exercise templates, body measurements, and user info via natural… | 1 fork | No one-command install · Source | |
| 2652 | 23.374 | chatgpt-obsidian-mcp-proxymcp · back-end | A local proxy that enables ChatGPT to access an Obsidian vault through the Obsidian Local REST API by tunneling via ngrok and adding the API key… | 1 fork | No one-command install · Source | |
| 2653 | 23.374 | airlabs-mcp-servermcp · back-end | Provides AI assistants with access to real-time flight data, airport schedules, delays, and aviation reference databases through natural language… | 1 fork | No one-command install · Source | |
| 2654 | 23.374 | woow-n8n-mcp-servermcp · back-end | A production-ready admin bundle for the n8n-mcp server, featuring a web GUI, token-authenticated reverse proxy, and tool management to let AI… | 1 fork | No one-command install · Source | |
| 2655 | 23.374 | specter-skillsmcp · back-end | Configure a Specter game backend from chat — economy, progression, leaderboards, tournaments, battle passes, and real-time multiplayer — via your AI… | 1 fork | No one-command install · Source | |
| 2656 | 23.374 | testops-mcp-servermcp · back-end | Enables AI assistants to interact with TestOps 5.25 for managing projects, test runs, test plans, and test cases via MCP tools. | 1 fork | No one-command install · Source | |
| 2657 | 23.374 | vultr-codex-pluginmcp · back-end | MCP server for managing Vultr VPS instances with safety guards, including preview creation, restricted plans/regions, and exact confirmation strings… | 1 fork | No one-command install · Source | |
| 2658 | 23.374 | pylon-mcp-servermcp · back-end | An MCP server that integrates with the Pylon API, providing 38 tools for user management, contacts, issues, tags, external issue linking, knowledge… | 1 fork | No one-command install · Source | |
| 2659 | 23.374 | padlet-mcp-servermcp · back-end | Enables Claude to read posts, create new posts, and add comments on Padlet boards through natural language. | 1 fork | No one-command install · Source | |
| 2660 | 23.374 | freeappstore-mcp-servermcp · back-end | Enables AI agents to browse, create, and manage apps on the FreeAppStore platform, including provisioning repositories, writing code, and deploying… | 1 fork | No one-command install · Source | |
| 2661 | 23.374 | open-vision-mcpmcp · back-end | Provider-neutral Vision MCP Server — image analysis via 10 inference providers through a single MCP server. | 1 fork | No one-command install · Source | |
| 2662 | 23.374 | edhrec-mcp-servermcp · back-end | Enables Claude to access EDHREC's Commander deckbuilding data, including recommended cards, synergies, combos, and average decklists. | 1 fork | No one-command install · Source | |
| 2663 | 23.374 | comfymcp-localmcp · back-end | Local-first MCP server for controlling a loopback ComfyUI instance from same-machine or authenticated LAN clients. | 1 fork | No one-command install · Source | |
| 2664 | 23.374 | kingdee-mcpmcp · back-end | MCP server for querying Kingdee Cloud K/3 data including sales orders, manufacturing orders, and material shortages. | 1 fork | No one-command install · Source | |
| 2665 | 23.374 | auto-mcp-servermcp · back-end | Enables LLMs to interact with any REST API that has an OpenAPI specification by providing a lightweight MCP server that translates between natural… | 1 fork | No one-command install · Source | |
| 2666 | 23.374 | worldmonitor-mcpmcp · back-end | MCP server wrapping worldmonitor global intelligence dashboard, exposing 140 tools across 32 services for live market, geopolitical, military, cyber… | 1 fork | No one-command install · Source | |
| 2667 | 23.374 | m365-graph-mcp-servermcp · back-end | Model Context Protocol server wrapping Microsoft Graph API for OneDrive, SharePoint, and Calendar with read and write operations, plus Teams meeting… | 1 fork | No one-command install · Source | |
| 2668 | 23.374 | loopy-mcp-servermcp · back-end | Integrates Loopy's AI agent loop library with MCP-compatible clients like LM Studio, enabling discovery, analysis, crafting, and execution of bounded… | 1 fork | No one-command install · Source | |
| 2669 | 23.374 | fandango-mcpmcp · back-end | Unofficial, read-only MCP server for Fandango showtimes and seat availability, reverse-engineered from observed web traffic. | 1 fork | No one-command install · Source | |
| 2670 | 23.374 | shdc-appointment-mcpmcp · back-end | MCP server for managing appointments on the Shanghai SHDC site, handling captcha, SMS verification, patient data, and submission with user… | 1 fork | No one-command install · Source | |
| 2671 | 23.374 | pymcp-kitmcp · back-end | A capability-first MCP server toolkit for FastAPI that supports Streamable HTTP and stdio transports, with registries for tools, prompts, and… | 1 fork | No one-command install · Source | |
| 2672 | 23.374 | freelancer-mcp-servermcp · back-end | Connects Claude to Freelancer.com, enabling project search, bidding, messaging, and profile management via natural language. | 1 fork | No one-command install · Source | |
| 2673 | 23.374 | austrian-law-mcp-servermcp · back-end | Enables AI assistants to search and retrieve Austrian federal legislation, provisions, case law, and EU implementation data with verbatim source… | 1 fork | No one-command install · Source | |
| 2674 | 23.374 | network-monitor-mcp-servermcp · back-end | Provides network monitoring capabilities including real-time latency measurement, ping sweeps, and subnet scanning via MCP tools, with a companion web… | 1 fork | No one-command install · Source | |
| 2675 | 23.374 | ai-homedesign-mcp-servermcp · back-end | Open-source MCP server for AI virtual staging and real-estate photography editing. It turns the AI HomeDesign photo API into natural-language tools… | 1 fork | No one-command install · Source | |
| 2676 | 23.374 | gud-api-mcp-servermcp · back-end | Enables AI agents to create, run, and save API requests and collections as local Gud API files, which are git-committable and viewable in VS… | 1 fork | No one-command install · Source | |
| 2677 | 23.374 | prest-mcp-adaptermcp · back-end | Bridges MCP clients that require stdio to a running pREST HTTP MCP endpoint, enabling database interaction via natural language. | 1 fork | No one-command install · Source | |
| 2678 | 23.374 | verityscore-mcp-servermcp · back-end | Enables GEO auditing and optimization for Shopify stores, including GEO score, AI readiness checks, and actionable recommendations. | 1 fork | No one-command install · Source | |
| 2679 | 23.374 | tlaloc-mcp-servermcp · back-end | Provides AI assistants with live, authenticated access to official Mexican data sources including CURP, RFC, postal codes, phone numbers, SPEI… | 1 fork | No one-command install · Source | |
| 2680 | 23.374 | ainecto-mcpmcp · back-end | Ainecto MCP connector and CLI that proxies MCP protocol to Ainecto's remote endpoint, enabling tool listing, project management, and task operations… | 1 fork | No one-command install · Source | |
| 2681 | 23.374 | omniplan-mcp-servermcp · back-end | Enables Claude to read and analyze project schedule files in OmniPlan (.oplx) and Microsoft Project (.mpp) formats, answering questions about tasks… | 1 fork | No one-command install · Source | |
| 2682 | 23.374 | mcp-bash-servermcp · back-end | Enables running shell commands on the local machine via MCP, using bash. | 1 fork | No one-command install · Source | |
| 2683 | 23.374 | woow-odoo-mcp-servermcp · back-end | A production-ready admin bundle for Odoo MCP Server deployments, providing a web GUI to configure Odoo connections, manage MCP tools, rotate tokens… | 1 fork | No one-command install · Source | |
| 2684 | 23.374 | mcp-signwellmcp · back-end | Model Context Protocol server that orchestrates SignWell's e-signature workflows — create, send, track, and manage documents and templates. | 1 fork | No one-command install · Source | |
| 2685 | 23.374 | whu-mcp-servermcp · back-end | 武汉大学校园服务 MCP 服务器，提供图书馆座位、课表、成绩、考试、天气等工具，通过 SSE 协议供 Claude Code 远程调用。 | 1 fork | No one-command install · Source | |
| 2686 | 23.374 | redash-mcp-2mcp · back-end | Model Context Protocol (MCP) server for Redash - manage queries, dashboards, and visualizations through AI assistants like Claude. | 1 fork | No one-command install · Source | |
| 2687 | 23.374 | microsoft-outlook-mcpmcp · back-end | Enables AI assistants to manage Outlook mail, calendar, and contacts via Microsoft Graph API with secure device code authentication. | 1 fork | No one-command install · Source | |
| 2688 | 23.374 | hlido-mcpmcp · back-end | Independent trust scores, claim audits, and side-by-side comparisons for AI agents, queryable over MCP. Every verdict is backed by hands-on testing… | 1 fork | No one-command install · Source | |
| 2689 | 23.374 | glygen-mcp-servermcp · back-end | MCP server that enables querying GlyGen for summaries of proteins, glycans, sites, biomarkers, and diseases. | 1 fork | No one-command install · Source | |
| 2690 | 23.374 | copper-crm-mcp-servermcp · back-end | Enables AI agents to read and manage Copper CRM data, including searching people, companies, and opportunities, listing pipelines, and logging… | 1 fork | No one-command install · Source | |
| 2691 | 23.374 | ssh-mcp-servermcp · back-end | Enables remote Linux server management via SSH, allowing command execution and system administration through natural language. | 1 fork | No one-command install · Source | |
| 2692 | 23.374 | iconfont-mcp-servermcp · back-end | Enables AI assistants to search and download SVG icons from iconfont.cn, with support for style filtering and automatic login. | 1 fork | No one-command install · Source | |
| 2693 | 23.374 | alterios-mcpmcp · back-end | A production-ready MCP server for inventory and interaction with Alterios/LIMS instances, enabling project listing, readonly data queries via REST and… | 1 fork | No one-command install · Source | |
| 2694 | 23.374 | frankencoin-mcp-servermcp · back-end | Real-time access to Frankencoin (ZCHF) protocol data including supply, prices, peg health, savings, minting positions, liquidation challenges… | 1 fork | No one-command install · Source | |
| 2695 | 23.374 | ingress2gateway-aws-mcpmcp · back-end | Enables conversion of Nginx Ingress resources to AWS Gateway API (ALB/NLB) YAML through a conversational interface, with validation and migration… | 1 fork | No one-command install · Source | |
| 2696 | 23.374 | rally-mcp-servermcp · back-end | Enables AI assistants to retrieve Rally work items by FormattedID using HTTP Basic Authentication. | 1 fork | No one-command install · Source | |
| 2697 | 23.374 | statistics-query-and-verification-mcpmcp · back-end | MCP server for answering questions about official statistics from a single publication URL, with tools to check query scope, retrieve overview, text… | 1 fork | No one-command install · Source | |
| 2698 | 23.374 | hoodr-mcp-servermcp · back-end | Enables AI agents to trade tokenized stocks (e.g., NVDA, TSLA) on Robinhood Chain via MCP, with non-custodial keys and spending caps. | 1 fork | No one-command install · Source | |
| 2699 | 23.374 | db3-atlassian-mcpmcp · back-end | Lightweight MCP server for Jira, Confluence, and Bitbucket — read, create, and update from your AI IDE. | 1 fork | No one-command install · Source | |
| 2700 | 23.374 | mdia-feegow-mcpmcp · back-end | Exposes the Feegow clinic management API as MCP tools for agents, enabling scheduling, patient management, and more via natural language. | 1 fork | 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.