Leaderboard
Scored on public signals; components with none are listed as Unranked · Formula
Component
Domain
Vertical
| Rank | Score | Component | Description | Evidence | Last commit | Install |
|---|---|---|---|---|---|---|
| 1401 | 22.557 | apple-image-mcpmcp · back-end | On-device AI image generation for macOS with 17 tools and zero API keys, combining Apple Intelligence and Pollinations for stylized and photorealistic… | 1 star | No one-command install · Source | |
| 1402 | 22.557 | pok-wallet-mcpmcp · back-end | Vision-guided Pokémon TCG card identification server that matches exact printings using visual evidence and marketplace data. | 1 star | No one-command install · Source | |
| 1403 | 22.557 | custom-fabric-mcpmcp · back-end | An MCP server that provides AI-powered, governed access to Microsoft Fabric data assets with 16 tools for querying, schema discovery, knowledge… | 1 star | No one-command install · Source | |
| 1404 | 22.557 | sshcode-mcpmcp · back-end | An MCP server that enables AI assistants to perform development operations on remote servers via SSH, including executing commands, managing files… | 1 star | No one-command install · Source | |
| 1405 | 22.557 | langmuir-probe-mcpmcp · back-end | MCP server for Langmuir probe IV curve analysis, offering 21 tools for preprocessing, feature extraction, mode detection, and visualization of… | 1 star | No one-command install · Source | |
| 1406 | 22.557 | krita-codex-mcpmcp · back-end | A Windows-first local MCP server that lets Codex inspect and control Krita through a small, authenticated bridge. | 1 star | No one-command install · Source | |
| 1407 | 22.557 | redtail-mcpmcp · back-end | MCP server that exposes Redtail CRM's TWAPI as tools, enabling CRM operations like contacts, activities, and onboarding via natural language. | 1 star | No one-command install · Source | |
| 1408 | 22.557 | askais-ai-receipt-generator-mcpmcp · back-end | Lets MCP clients create professional receipt PDFs, return structured receipt data, and check prepaid API credit through a remote endpoint. | 1 star | No one-command install · Source | |
| 1409 | 22.557 | silicon-transfer-mcp-servermcp · back-end | Enables secure file transfers (FTP/FTPS/SFTP) with built-in SHA-256 verification proofs, ensuring every upload and download is cryptographically… | 1 star | No one-command install · Source | |
| 1410 | 22.557 | ocr-mcpmcp · back-end | A Model Context Protocol server that gives AI assistants OCR with first-class accuracy handling and evaluation. It wraps three engines behind one… | 1 star | No one-command install · Source | |
| 1411 | 22.557 | easyquote-mcp-servermcp · back-end | Enables AI agents to access real-time and historical stock market data for A-shares, Hong Kong, US, and global markets, including quotes, K-lines… | 1 star | No one-command install · Source | |
| 1412 | 22.557 | influx-mcpmcp · back-end | MCP server for InfluxDB 2.x, tuned for Home Assistant long-term storage, enabling reading sensor history, finding anomalies, and running Flux queries. | 1 star | No one-command install · Source | |
| 1413 | 22.557 | mcp-actualmcp · back-end | An MCP server for Actual Budget that connects to your Actual sync server, opens one budget file, and exposes it to MCP clients over streamable HTTP or… | 1 star | No one-command install · Source | |
| 1414 | 22.557 | data-science-agent-mcp-servermcp · back-end | Provides MCP-compatible tools for data analysis, including file reading, Python/SQL execution, and hypothesis testing. Enables autonomous data… | 1 star | No one-command install · Source | |
| 1415 | 22.557 | sarvam-ai-mcp-servermcp · back-end | Enables LLM-based clients to perform Indic language processing including translation, transliteration, language identification, and chat with the… | 1 star | No one-command install · Source | |
| 1416 | 22.557 | endnote-for-word-mcp-servermcp · back-end | Enables AI agents to manage citations in Microsoft Word via EndNote, including DOI-verified paper search, RIS import/export, and genuine CWYW IEEE… | 1 star | No one-command install · Source | |
| 1417 | 22.557 | chess-mcpmcp · back-end | A powerful chess engine and game server built with the Model Context Protocol (MCP). Play chess against AI, analyze positions, and integrate chess… | 1 star | No one-command install · Source | |
| 1418 | 22.557 | bvb-mcpmcp · back-end | Read-only MCP server for the Bucharest Stock Exchange, exposing instrument data, OHLCV candles, and fundamentals through a public backend with no… | 1 star | No one-command install · Source | |
| 1419 | 22.557 | undatamcp · back-end | A CLI and MCP server for querying UN statistical data via the SDMX REST API, providing tools to list datasets, retrieve WDI and MDG data, search… | 1 star | No one-command install · Source | |
| 1420 | 22.557 | domscan-mcp-servermcp · back-end | Domain intelligence for DNS, WHOIS/RDAP, SSL/TLS, subdomain discovery, availability, valuation, email security, and typosquatting and brand… | 1 star | No one-command install · Source | |
| 1421 | 22.557 | planoda-mcp-servermcp · back-end | A stdio bridge that connects MCP clients to Planoda's hosted platform, enabling AI assistants to manage issues, projects, cycles, and more in a… | 1 star | No one-command install · Source | |
| 1422 | 22.557 | pingwamcp · back-end | WhatsApp notifications and human-in-the-loop for AI agents. Text "join" to get an API key, then send messages, ask questions with tap-to-answer… | 1 star | No one-command install · Source | |
| 1423 | 22.557 | agundur-geo-scannermcp · back-end | Checks whether a website is readable and citable by AI search engines — llms.txt, Schema.org structured data, AI-bot access in robots.txt, content… | 1 star | No one-command install · Source | |
| 1424 | 22.557 | regintel-mcpmcp · back-end | MCP server for the RegIntel API — structured regulatory data across 41 jurisdictions and 212 regulations | 1 star | No one-command install · Source | |
| 1425 | 22.557 | ad0750-regintelmcp · back-end | Provides regulatory intelligence data across 41 jurisdictions and 212 regulations via the RegIntel API. | 1 star | No one-command install · Source | |
| 1426 | 22.557 | bing-seo-mcpmcp · back-end | Provides AI agents full access to Bing Webmaster Tools API for site management, URL submission, sitemaps, traffic stats, keyword research, and URL… | 1 star | No one-command install · Source | |
| 1427 | 22.557 | plane-clientmcp · back-end | MCP server for the Plane project management API, enabling issue retrieval, listing, commenting, state changes, and creation. | 1 star | No one-command install · Source | |
| 1428 | 22.557 | aurais-mcp-botsmcp · back-end | A monorepo of five signed MCP servers (journal-companion, market-scout, meeting-distiller, research-reader, writing-editor) with offline verifiable… | 1 star | No one-command install · Source | |
| 1429 | 22.557 | bifrost-mcpmcp · back-end | Bifrost MCP is a server for managing persistent interactive SSH sessions, enabling AI agents to execute commands, interact with terminals, manage sudo… | 1 star | No one-command install · Source | |
| 1430 | 22.557 | runcloud-mcp-servermcp · back-end | Exposes the RunCloud v3 API to AI assistants, allowing natural language querying and management of servers with safety profiles for destructive… | 1 star | No one-command install · Source | |
| 1431 | 22.557 | obsidi-mcpmcp · back-end | Exposes Obsidian vault tools via Model Context Protocol (MCP) server over stdio, HTTP, or SSE transports, enabling AI assistants to read, write… | 1 star | No one-command install · Source | |
| 1432 | 22.557 | kitsune-a11y-mcpmcp · back-end | An accessibility audit server that enforces WCAG 2.2 AA standards by running axe-core in a headless browser, providing violation details grouped by… | 1 star | No one-command install · Source | |
| 1433 | 22.557 | hwpx-excel-qgis-mcpmcp · back-end | Local MCP server enabling Codex to inspect and edit HWPX documents, Excel spreadsheets, and QGIS QGS/QGZ projects on Windows with safety and fidelity. | 1 star | No one-command install · Source | |
| 1434 | 22.557 | bandsaas-mcp-servermcp · back-end | Enables musicians and their agents to manage AI licensing, register tracks by ISRC, issue/revoke licences, access compliance audit trails, and run… | 1 star | No one-command install · Source | |
| 1435 | 22.557 | google-task-ifttt-webhook-mcpmcp · back-end | MCP server running on Cloudflare Workers that exposes a create_google_task tool to send tasks to Google Tasks via IFTTT Maker webhook. | 1 star | No one-command install · Source | |
| 1436 | 22.557 | odds-api-mcp-servermcp · back-end | Enables AI assistants to access sports betting odds data from 265+ bookmakers across 34 sports, including events, odds, historical data, arbitrage… | 1 star | No one-command install · Source | |
| 1437 | 22.557 | tracktag-mcp-servermcp · back-end | Enables AI agents to analyze local or URL-hosted audio files with TrackTag, returning professional music metadata such as BPM, key, genres, moods, and… | 1 star | No one-command install · Source | |
| 1438 | 22.557 | vigilmcp · back-end | MCPWatch: observability for MCP servers. One line instruments any Python MCP server (FastMCP and the low-level Server) and tracks per-tool latency… | 1 star | No one-command install · Source | |
| 1439 | 22.557 | tds-mcp-2mcp · back-end | Enables AI assistants to compile AdvPL/TLPP sources, generate and apply patches, and inspect RPO of TOTVS Protheus servers via the TDS Language… | 1 star | No one-command install · Source | |
| 1440 | 22.557 | miniframe-tools-mcpmcp · back-end | MCP server for Brazilian data lookups (Pix codes, CEP, CNPJ) and web rendering tasks (Markdown, screenshots, PDFs) via a paid HTTP API with x402… | 1 star | No one-command install · Source | |
| 1441 | 22.557 | ariadne-mcp-servermcp · back-end | ariadne is an MCP (Model Context Protocol) server that provides AI agents with the ability to identify affected tests.(including Android… | 1 star | No one-command install · Source | |
| 1442 | 22.557 | iam-sentinel-mcp-servermcp · back-end | Enables auditors to scan cloud IAM policies for privilege-escalation paths, wildcards, and risky grants directly within Cursor or Claude Code, using a… | 1 star | No one-command install · Source | |
| 1443 | 22.557 | postpulsemcp · back-end | PostPulse is a unified API and integration suite that handles the complexity of social media publishing. Instead of managing individual platform… | 1 star | No one-command install · Source | |
| 1444 | 22.557 | pixaramcp · back-end | An MCP server that gives LLMs direct access to OpenRouter's Image API to generate images, edit/transform existing ones, and browse the model catalog. | 1 star | No one-command install · Source | |
| 1445 | 22.557 | sensenova-u1-mcpmcp · back-end | An MCP server that generates images using SenseNova U1 Fast API. Supports Chinese prompts, multiple resolutions, and generating up to 4 images per… | 1 star | No one-command install · Source | |
| 1446 | 22.557 | whale-insightsmcp · back-end | Real-time crypto whale intelligence MCP server with 55 tools across 14 blockchains. Free, no auth required. | 1 star | No one-command install · Source | |
| 1447 | 22.557 | groupdocs-metadata-mcp-servermcp · back-end | Exposes GroupDocs.Metadata as AI-callable tools for reading, searching, writing, and removing metadata in documents. | 1 star | No one-command install · Source | |
| 1448 | 22.557 | deep-think-mcpmcp · back-end | An MCP server that provides a structured, persistent scratchpad for hard reasoning, with staged reasoning and self-critique, built for local models. | 1 star | No one-command install · Source | |
| 1449 | 22.557 | rocketreach-mcp-workermcp · back-end | MCP server for RocketReach, enabling people and company lookup via search, full profile, and company details through Cloudflare Workers. | 1 star | No one-command install · Source | |
| 1450 | 22.557 | learnworlds-mcpmcp · back-end | Enables AI assistants to manage a LearnWorlds school via the full public API, covering all 94 endpoints for courses, users, enrollments, payments, and… | 1 star | No one-command install · Source | |
| 1451 | 22.557 | ai-weather-mcp-servermcp · back-end | Combines real-time weather data with LLM-powered reasoning to deliver intelligent weather insights like clothing recommendations and travel advice. | 1 star | No one-command install · Source | |
| 1452 | 22.557 | nc-mcp-servermcp · back-end | An MCP server that exposes Nextcloud APIs as tools for AI assistants, enabling management of files, calendar, contacts, conversations, and more. | 1 star | No one-command install · Source | |
| 1453 | 22.557 | gsheetmcpmcp · back-end | MCP server to read public Google Sheets data via gviz endpoint, no authentication needed. Supports column filtering and returns structured JSON. | 1 star | No one-command install · Source | |
| 1454 | 22.557 | machinegrade-validatemcp · back-end | Validates AI-generated artifacts (JSON, API responses, SQL) against a contract and returns a verdict. | 1 star | No one-command install · Source | |
| 1455 | 22.557 | mcp-decision-labmcp · back-end | MCP server that enables structured decision-making using weighted decision matrices, sensitivity analysis, and robust recommendations. | 1 star | No one-command install · Source | |
| 1456 | 22.557 | mcp-secret-sentinelmcp · back-end | An MCP server that scans code for exposed secrets (API keys, tokens, private keys, high-entropy strings) with placeholder-aware allowlisting and fully… | 1 star | No one-command install · Source | |
| 1457 | 22.557 | mcp-bigquery-evalsmcp · back-end | A BigQuery MCP server with mandatory cost guardrails that dry-run every query before execution, and a measurable accuracy badge from an eval harness. | 1 star | No one-command install · Source | |
| 1458 | 22.557 | ryterpro-mcpmcp · back-end | AI text humanization and rewriting tools powered by Ryter Pro API. | 1 star | No one-command install · Source | |
| 1459 | 22.557 | employee-management-mcp-servermcp · back-end | Enables employee management operations including listing, searching, creating, updating, and deactivating employees, as well as generating… | 1 star | No one-command install · Source | |
| 1460 | 22.557 | zscaler-airt-manager-mcpmcp · back-end | MCP server for interacting with the Zscaler AIRT platform, enabling management of targets, test runs, probes, and vulnerability sweeps. | 1 star | No one-command install · Source | |
| 1461 | 22.557 | ats-mcp-servermcp · back-end | Aggregates job listings from multiple ATS and job board APIs via MCP, enabling unified search and retrieval in a structured format without HTML… | 1 star | No one-command install · Source | |
| 1462 | 22.557 | veracrypt-mcpmcp · back-end | MCP server for securely mounting and unmounting VeraCrypt containers, using OS keyring or stdin for passwords. Enables natural language control of… | 1 star | No one-command install · Source | |
| 1463 | 22.557 | ai-quant-trading-mcp-servermcp · back-end | Provides real-time stock data, technical indicators, and market analysis via MCP protocol to enable AI-driven quantitative trading. | 1 star | No one-command install · Source | |
| 1464 | 22.557 | quasar-store-docs-mcpmcp · back-end | An MCP server that lets AI coding assistants list, search, and read the public Quasar Store documentation in real time. | 1 star | No one-command install · Source | |
| 1465 | 22.557 | logto-mcp-servermcp · back-end | Enables managing Logto resources (users, applications, organizations, roles) via MCP clients like Cursor or Claude Desktop. | 1 star | No one-command install · Source | |
| 1466 | 22.557 | assaymcp · back-end | MCP server for scoring and reviewing AWS Builder Center articles with read-quality metrics and actionable recommendations. | 1 star | No one-command install · Source | |
| 1467 | 22.557 | medify-ucat-mcp-servermcp · back-end | MCP server for Medify UCAT accounts that authenticates as a member, pulls completed mock scores and practice analytics, and exposes tools for score… | 1 star | No one-command install · Source | |
| 1468 | 22.557 | oci-secrets-mcpmcp · back-end | MCP server for Oracle Cloud Infrastructure Vault secrets, enabling secret retrieval, listing, creation, updates, deletion, and rotation with OCI… | 1 star | No one-command install · Source | |
| 1469 | 22.557 | sunat-datos-abiertos-mcpmcp · back-end | MCP server that exposes SUNAT Peruvian tax agency datasets (RUC registry, electronic receipts, IGV agents) via CKAN API with streaming preview and… | 1 star | No one-command install · Source | |
| 1470 | 22.557 | artifacta-mcp-servermcp · back-end | The artifact store for AI agents. Every output your agents produce — persisted, retrievable, shareable. Across runs, sessions, and tools… | 1 star | No one-command install · Source | |
| 1471 | 22.557 | gmail-mcp-server-2mcp · back-end | A local MCP server that provides tool-level access to Gmail, allowing Claude to search, read, send, and manage emails using the Gmail API. | 1 star | No one-command install · Source | |
| 1472 | 22.557 | sap-mcp-rfc-bridgemcp · back-end | An MCP server that enables MCP clients like Claude Code to work with SAP ABAP objects over RFC, reaching systems without HTTP/ADT endpoints such as… | 1 star | No one-command install · Source | |
| 1473 | 22.557 | br8nmcp · back-end | MCP server that captures and resumes coding context, saving snapshots of branch, open files, diff, and the user's hypothesis, with searchable journal… | 1 star | No one-command install · Source | |
| 1474 | 22.557 | nahook-mcpmcp · back-end | The official MCP server for Nahook. Manage webhook endpoints, inspect deliveries and delivery attempts, retry failed deliveries, and list environments… | 1 star | No one-command install · Source | |
| 1475 | 22.557 | tossinvest-api-mcpmcp · back-end | A local MCP server that automatically generates tools from Toss Securities' official OpenAPI spec, enabling real API calls with multi-layered order… | 1 star | No one-command install · Source | |
| 1476 | 22.557 | nexbank-mcp-servermcp · back-end | MCP server for interacting with NexBank API v2, providing six business tools and supporting Bearer Token or OAuth authentication. | 1 star | No one-command install · Source | |
| 1477 | 22.557 | qwen-groundingdino-visual-mcpmcp · back-end | MCP server for open-vocabulary object detection and intelligent placement recommendation using Qwen VL and GroundingDINO, enabling natural language… | 1 star | No one-command install · Source | |
| 1478 | 22.557 | favro-mcpmcp · back-end | Read-only MCP server for Favro, providing tools to list organizations, collections, boards, cards, comments, checklists, and search cards via the… | 1 star | No one-command install · Source | |
| 1479 | 22.557 | bloopomcp · back-end | Hosted MCP server that turns a one-line brief into finished, on-brand ad creative, including short video ads, product photos, and voiceover, with A/B… | 1 star | No one-command install · Source | |
| 1480 | 22.557 | remote-mcp-oauth-templatemcp · back-end | A production-ready template for building remote MCP servers with OAuth 2.1 authentication and JWT passthrough. It enables per-user authorization and… | 1 star | No one-command install · Source | |
| 1481 | 22.557 | pvz-fusion-mcp-servermcp · back-end | Enables AI clients to access PVZ Fusion game rules, FAQ, and official links through the MCP protocol. | 1 star | No one-command install · Source | |
| 1482 | 22.557 | pocket-agent-mcp-servermcp · back-end | Enables read-only access to Pocket Agent's product information, public persona templates, and app catalog. No authentication required. | 1 star | No one-command install · Source | |
| 1483 | 22.557 | routerbase-mcpmcp · back-end | Enables AI agents to discover models, pricing, and chat completions through RouterBase, an API gateway for 200+ AI models. | 1 star | No one-command install · Source | |
| 1484 | 22.557 | context-the-rippermcp · back-end | An MCP server that manages your conversation context automatically, pruning dead branches and keeping an audit trail of every cut. | 1 star | No one-command install · Source | |
| 1485 | 22.557 | ao3-mcpmcp · back-end | Model Context Protocol server for Archive of Our Own: search fanfiction and have an AI read and rank fics for you. | 1 star | No one-command install · Source | |
| 1486 | 22.557 | complexity-source-mcpmcp · back-end | Read-only MCP server providing AI access to verifiable web, GitHub, and local sources, plus a managed fantasy entity catalog, with strong security and… | 1 star | No one-command install · Source | |
| 1487 | 22.557 | agentpay-gatewaymcp · back-end | Provides a single MCP endpoint for 90+ tools across 42 backend servers (search, legal, domain, etc.) with per-call credit billing and a single API… | 1 star | No one-command install · Source | |
| 1488 | 22.557 | obs-studio-mcpmcp · back-end | MCP server for controlling OBS Studio via obs-websocket, enabling scene switching, source management, streaming, recording, and text overlays through… | 1 star | No one-command install · Source | |
| 1489 | 22.557 | kioie-tiny-go-mcp-servermcp · back-end | Minimal Go wrapper on the official [modelcontextprotocol/go-sdk](https://github.com/modelcontextprotocol/go-sdk) for stdio MCP servers: struct-tag… | 1 star | No one-command install · Source | |
| 1490 | 22.557 | google-ads-mcp-promcp · back-end | A Model Context Protocol server providing full read and write control over Google Ads, enabling AI assistants to build campaigns, fix targeting… | 1 star | No one-command install · Source | |
| 1491 | 22.557 | mcp-user-crud-servermcp · back-end | A testing server that provides CRUD operations on a JSON user database via MCP tools, enabling AI assistants to list, search, add, update, and delete… | 1 star | No one-command install · Source | |
| 1492 | 22.557 | mcp-argo-pipelinemcp · back-end | MCP server to dispatch Argo WorkflowTemplates according to pipeline configurations, supporting multiple pipelines, authentication, and remote access. | 1 star | No one-command install · Source | |
| 1493 | 22.557 | rob-mcpmcp · back-end | MCP server providing x402-paid tools for tokenized stock data on EVM chains, including premium/discount, liquidity, whale activity, and a guarded… | 1 star | No one-command install · Source | |
| 1494 | 22.557 | slideshow-studio-mcpmcp · back-end | Replicate viral TikTok slideshows in your niche by talking to your agent. It generates images locally or via API and assembles the final result. | 1 star | No one-command install · Source | |
| 1495 | 22.557 | flowlink-ai-governancemcp · back-end | AI Governance and SecOps platform for remote servers | 1 star | No one-command install · Source | |
| 1496 | 22.557 | code-fundi-mcp-servermcp · back-end | A production-grade MCP server for the Code-Fundi API, enabling AI agents to map codebases, search semantically, and analyze blast radius. It provides… | 1 star | No one-command install · Source | |
| 1497 | 22.557 | amazing-clickup-mcpmcp · back-end | A comprehensive MCP server for the ClickUp API exposing 166 tools to manage Spaces, Folders, Lists, Tasks, Docs, and more, enabling LLMs to read and… | 1 star | No one-command install · Source | |
| 1498 | 22.557 | swaggerwatcher-mcp-servermcp · back-end | An MCP server that dynamically reads OpenAPI specs and registers every endpoint as an LLM-callable tool with automatic change detection and hot… | 1 star | No one-command install · Source | |
| 1499 | 22.557 | performance-mcpmcp · back-end | An MCP server that enables querying performance review periods, records, details, and saving self-assessment drafts without final submission. | 1 star | No one-command install · Source | |
| 1500 | 22.557 | astrostellar-mcp-servermcp · back-end | An MCP server for Zi Wei Dou Shu (Purple Star Astrology) that enables users to construct and interpret natal charts 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.