Leaderboard
Scored on public signals; components with none are listed as Unranked · Formula
Component
Domain
Vertical
| Rank | Score | Component | Description | Evidence | Last commit | Install |
|---|---|---|---|---|---|---|
| 4801 | 38.438 | mcp-atlassian-extendedmcp · back-end | An MCP server that extends Jira and Confluence with tools for issue management, agile boards, attachments, and calendars. | 3 stars | No one-command install · Source | |
| 4802 | 38.438 | plant-genomics-mcpmcp · back-end | ▎ Provides 32 tools for plant-genomics locus lookup across 11 free public backends (Ensembl Plants, Phytozome, UniProtKB, Europe PMC, QuickGO, NCBI… | 3 stars | No one-command install · Source | |
| 4803 | 38.438 | tenzro-lifimcp · back-end | MCP server for Li.Fi cross-chain bridging via Tenzro Network: quotes, routes, status, and token enumeration. | 3 stars | No one-command install · Source | |
| 4804 | 38.438 | vikunja-mcp-2mcp · back-end | A stateless FastMCP server that exposes the Vikunja REST API as MCP tools for managing projects, tasks, labels, comments, filters, and webhooks… | 3 stars | No one-command install · Source | |
| 4805 | 38.438 | themkn-gandimcp · back-end | MCP server for managing Gandi LiveDNS records with tools for domain listing, DNS record CRUD operations, and zone snapshots. | 3 stars | No one-command install · Source | |
| 4806 | 38.438 | trainrouter-atlasmcp · back-end | The world railway atlas as read-only MCP tools: search 744+ legendary train routes (high-speed, classic, night, scenic) and get per-route facts… | 3 stars | No one-command install · Source | |
| 4807 | 38.438 | cr2007-wordlemcp · back-end | Fetches daily Wordle puzzle solutions from the New York Times API for any date between 2021-05-19 and 23 days into the future, enabling word pattern… | 3 stars | No one-command install · Source | |
| 4808 | 38.438 | cyanheads-openlibrary-mcp-servermcp · back-end | An MCP server that enables searching books and authors, fetching editions, browsing subjects, and resolving cover images from Open Library. | 3 stars | No one-command install · Source | |
| 4809 | 38.438 | openapi2mcpmcp · back-end | An MCP server that exposes any OpenAPI REST API via two tools: search for discovering endpoints and execute for making API calls. It uses Code Mode to… | 3 stars | No one-command install · Source | |
| 4810 | 38.438 | worldbank-mcp-servermcp · back-end | Enables querying 29,500+ World Bank development indicators for 200+ countries across 60+ years via MCP, with 7 tools for browsing topics, sources… | 3 stars | No one-command install · Source | |
| 4811 | 38.438 | lukedev999-boom-sqlserver-semanticmcp · back-end | Semantic intelligence layer for SQL Server with 29 tools for schema discovery, FK join-path analysis, and policy-gated query execution. | 3 stars | No one-command install · Source | |
| 4812 | 38.438 | rkocosmergon-cosmergon-agentmcp · back-end | Living economy for AI agents — Conway's Game of Life physics, energy currency, marketplace. 4 tools: observe state, execute actions, benchmark… | 3 stars | No one-command install · Source | |
| 4813 | 38.438 | vibes-coded-agent-toolsmcp · back-end | pay-per-call x402 API endpoints as MCP tools — web search, page-to-markdown, PDF extract, JSON repair/validate, crypto price, weather, IP geo, DNS… | 3 stars | No one-command install · Source | |
| 4814 | 38.438 | rarcanemcp · back-end | MCP server for managing Docker containers, images, networks, volumes, and Compose projects via Arcane, exposing a single 'arcane' tool for read/write… | 3 stars | No one-command install · Source | |
| 4815 | 38.438 | browser-for-aimcp · back-end | A CDP-native MCP server that lets AI agents drive a real Chrome browser with deep network/console inspection, robust page interaction, and the ability… | 3 stars | No one-command install · Source | |
| 4816 | 38.438 | edgedepth-research-mcp-servermcp · back-end | A read-only MCP server for EdgeDepth's market microstructure search engine, enabling users to query recorded crypto and TradFi perpetuals for market… | 3 stars | No one-command install · Source | |
| 4817 | 38.438 | mcp-datahubmcp · back-end | An MCP server and Go library that connects AI assistants to DataHub metadata catalogs, enabling dataset search, schema exploration, lineage tracing… | 3 stars | No one-command install · Source | |
| 4818 | 38.438 | archivist-ai-mcp-servermcp · back-end | Connects AI assistants to TTRPG campaign data for managing characters, sessions, locations, factions, items, quests, and more. | 3 stars | No one-command install · Source | |
| 4819 | 38.438 | callspecmcp · back-end | Provides an MCP server that automatically exposes API routes as MCP tools with input validation and authentication, enabling AI agents to call the… | 3 stars | No one-command install · Source | |
| 4820 | 38.438 | indeed-mcp-servermcp · back-end | Enables MCP clients to search Indeed job listings by keyword and location and retrieve full job postings as structured JSON, without requiring an… | 3 stars | No one-command install · Source | |
| 4821 | 38.438 | booking-mcp-servermcp · back-end | Enables MCP clients to search stays by destination and dates with rich filters and read full property details as structured JSON, without needing a… | 3 stars | No one-command install · Source | |
| 4822 | 38.438 | nano-paymcp · back-end | Self-custodied Nano wallet + x402 payment client and merchant server for AI agents, enabling micropayments, on-ledger settlement, and paid endpoints. | 3 stars | No one-command install · Source | |
| 4823 | 38.438 | ararahq-arara-revenue-osmcp · back-end | Revenue operations platform with WhatsApp messaging via Arara API and payment link generation through AbacatePay. | 3 stars | No one-command install · Source | |
| 4824 | 38.438 | nango-mcp-servermcp · back-end | MCP server for managing Nango environments, integrations, connections, and proxy requests. Provides tools for environment checks, integration… | 3 stars | No one-command install · Source | |
| 4825 | 38.438 | codex-mcp-bridgemcp · back-end | MCP server that wraps Codex CLI as a subprocess, exposing code execution, web search, and structured output as Model Context Protocol tools. | 3 stars | No one-command install · Source | |
| 4826 | 38.438 | davidmosiah-stravamcp · back-end | Privacy-first MCP server for Strava activities, streams, routes and training. | 3 stars | No one-command install · Source | |
| 4827 | 38.438 | eight-sleep-mcpmcp · back-end | Unofficial Eight Sleep MCP server for sleep trends, temperature, alarms and gated pod control. | 3 stars | No one-command install · Source | |
| 4828 | 38.438 | csoai-org-iso-27001-ai-mcpmcp · back-end | Python MCP server for ISO 27001 information security compliance guidance. | 3 stars | No one-command install · Source | |
| 4829 | 38.438 | linkinator-mcpmcp · back-end | A Model Context Protocol (MCP) server that provides link checking capabilities using linkinator, enabling AI assistants to scan webpages and local… | 3 stars | No one-command install · Source | |
| 4830 | 38.438 | glovo-claude-skillmcp · back-end | MCP server for browsing Glovo stores, menus, products, and managing a basket via API calls without checkout or payment. | 3 stars | No one-command install · Source | |
| 4831 | 38.438 | openapi-mcp-gatewaymcp · back-end | Mount any OpenAPI spec as an MCP server, supporting multiple APIs with authentication and resource auto-promotion. | 3 stars | No one-command install · Source | |
| 4832 | 38.438 | python-umcp-calibremcp · back-end | Read-only MCP server that runs inside Calibre as a plugin, exposing the live Calibre library for inspection, search, metadata, and duplicate detection… | 3 stars | No one-command install · Source | |
| 4833 | 38.438 | zx84mcp · back-end | An MCP server providing a ZX Spectrum emulator for AI testing, enabling loading and running of Spectrum software with debugging, display, and audio… | 3 stars | No one-command install · Source | |
| 4834 | 38.438 | mixly-local-mcpmcp · back-end | A fully local MCP server for Mixly that lets AI clients discover boards, scan blocks, build/validate/open projects, generate code, and compile via… | 3 stars | No one-command install · Source | |
| 4835 | 38.438 | mcp-standards-servermcp · back-end | A Model Context Protocol (MCP) server that provides intelligent, context-aware access to development standards, enabling LLMs to automatically select… | 3 stars | No one-command install · Source | |
| 4836 | 38.438 | quilt-mcp-servermcp · back-end | Enables searching, analyzing, and managing data packages in a Quilt data catalog through natural language, with 84+ tools including package CRUD… | 3 stars | No one-command install · Source | |
| 4837 | 38.438 | database-operations-mcpmcp · back-end | Enables database inspection, backup/restore, analysis, and querying, plus media library and Windows Registry management via MCP tools. | 3 stars | No one-command install · Source | |
| 4838 | 38.438 | wechat-local-mcpmcp · back-end | A read-only MCP server that enables searching and extracting to-dos from local macOS WeChat chat databases. It decrypts and queries local WeChat data… | 3 stars | No one-command install · Source | |
| 4839 | 38.438 | kdenlive-mcp-servermcp · back-end | Enables AI models to perform complex video editing tasks on Kdenlive projects through 36 tools for project management, timeline editing, effects… | 3 stars | No one-command install · Source | |
| 4840 | 38.438 | cmendezs-ksef-plmcp · back-end | Polish e-invoicing MCP server supporting KSeF API v2, FA(3)/FA(2) XML, Peppol BIS 3.0, and NIP/REGON validation. | 3 stars | No one-command install · Source | |
| 4841 | 38.438 | askgrokmcpmcp · back-end | Brings xAI's Grok API into Claude Code as native tools, enabling chat, image generation, model listing, and multi-round consensus/validation analysis. | 3 stars | No one-command install · Source | |
| 4842 | 38.438 | labelgrid-mcp-servermcp · back-end | The official MCP server for LabelGrid's music distribution platform, enabling natural language management of music catalogs, releases, files… | 3 stars | No one-command install · Source | |
| 4843 | 38.438 | tracklymcp · back-end | Job tracking CLI and integrated server for searching, filtering, and managing job applications across AI agents. | 3 stars | No one-command install · Source | |
| 4844 | 38.438 | ic-cap-mcp-servermcp · back-end | Enables MCP-compatible agents to interact with Keysight IC-CAP through its Python API, providing tools to inspect and modify projects, run simulations… | 3 stars | No one-command install · Source | |
| 4845 | 38.438 | pforgemcp · back-end | A declarative framework for building MCP servers using YAML configuration, generating optimized Rust code. | 3 stars | No one-command install · Source | |
| 4846 | 38.438 | paiml-pforgemcp · back-end | Zero-boilerplate framework for building MCP servers with declarative YAML configuration | 3 stars | No one-command install · Source | |
| 4847 | 38.438 | topgg-mcpmcp · back-end | Enables AI assistants to manage Top.gg bot or server listings, including updating project info, checking votes, posting metrics, and registering… | 3 stars | No one-command install · Source | |
| 4848 | 38.438 | paillat-dev-topggmcp · back-end | Manage Discord bot and server listings on Top.gg through 9 tools covering listing operations via the Top.gg v1 API. | 3 stars | No one-command install · Source | |
| 4849 | 38.438 | mcp-ambassador-servermcp · back-end | Centralized authentication, authorization, and audit for MCP tools. One server governs every downstream MCP your organization uses. | 3 stars | No one-command install · Source | |
| 4850 | 38.438 | pusher-mcp-servermcp · back-end | Trigger events and manage realtime messaging on Pusher. | 3 stars | No one-command install · Source | |
| 4851 | 38.438 | mcp-server-malcolmmcp · back-end | MCP server for Malcolm (Zeek/Suricata/Arkime/OpenSearch/NetBox): full read surface plus opt-in, audited write tools. | 3 stars | No one-command install · Source | |
| 4852 | 38.438 | haasonsaas-openapimcp · back-end | Converts OpenAPI specifications into callable tools with authentication, runtime validation, and a security policy engine for controlled API access. | 3 stars | No one-command install · Source | |
| 4853 | 38.438 | genefoundrymcp · back-end | Federates 13 gene-related MCP backends (gnomAD, GTEx, etc.) behind a single Streamable HTTP endpoint with collision-free namespacing and search-based… | 3 stars | No one-command install · Source | |
| 4854 | 38.438 | plwcmcp · back-end | Governed MCP gateway for Claude Desktop providing workspace, document, sandbox, profile, reflection, and audit controls through a single visible… | 3 stars | No one-command install · Source | |
| 4855 | 38.438 | pruvagraph-mcp-servermcp · back-end | Enables Claude Code to query codebase knowledge graphs directly, reducing token usage 5x–71x by reading a compact graph.json instead of raw files. | 3 stars | No one-command install · Source | |
| 4856 | 38.438 | aisotools-mcp-servermcp · back-end | A hosted Model Context Protocol server that enables searching, retrieving, comparing, and finding alternatives for over 1,100 AI tools from the… | 3 stars | No one-command install · Source | |
| 4857 | 38.438 | opencodehub-mcp-servermcp · back-end | Provides code intelligence for AI coding agents by indexing repositories into a hybrid knowledge graph, enabling agents to query dependencies, impact… | 3 stars | No one-command install · Source | |
| 4858 | 38.438 | posokanei-mcpmcp · back-end | Read-only MCP server for Greek supermarket product and price data from PosoKanei. Enables product search, barcode lookup, price comparison across… | 3 stars | No one-command install · Source | |
| 4859 | 38.438 | tls-radarmcp · back-end | Free SSL/TLS scanning and Let's Encrypt certificate issuance (private key stays local), plus certificate-expiry monitoring via one MCP server. Public… | 3 stars | No one-command install · Source | |
| 4860 | 38.438 | badigit-begetmcp · back-end | MCP server providing 72 tools for complete management of Beget hosting services via the Beget REST API. | 3 stars | No one-command install · Source | |
| 4861 | 38.438 | postproxy-mcp-servermcp · back-end | Integrates PostProxy API with Claude Code for publishing posts, checking statuses, and managing social media profiles across multiple platforms. | 3 stars | No one-command install · Source | |
| 4862 | 38.438 | kimi-code-memory-mcp-servermcp · back-end | Provides persistent, Markdown-based memory for Kimi Code CLI, enabling cross-session context recovery and structured knowledge management. | 3 stars | No one-command install · Source | |
| 4863 | 38.438 | novelai-mcp-servermcp · back-end | Enables AI assistants to generate images using NovelAI, supporting text-to-image, image-to-image, and tag suggestions. | 3 stars | No one-command install · Source | |
| 4864 | 38.438 | burp-mcpmcp · back-end | Exposes Burp Suite operations through a local authenticated HTTP server and an MCP stdio bridge, enabling tools like burp_proxy_history via MCP. | 3 stars | No one-command install · Source | |
| 4865 | 38.438 | image-processing-mcp-servermcp · back-end | Enables image processing tasks such as resizing, compressing, converting formats, cropping, and extracting metadata directly within IDEs like Cursor… | 3 stars | No one-command install · Source | |
| 4866 | 38.438 | mcp-interactivemcp · back-end | A MCP server that collects interactive user feedback during AI-assisted development, reducing unnecessary tool calls and costs by enabling AI to… | 3 stars | No one-command install · Source | |
| 4867 | 38.438 | mcp-cmf-chilemcp · back-end | MCP server that provides access to all public data from Chile's Financial Market Commission (CMF), including companies, financial statements, mutual… | 3 stars | No one-command install · Source | |
| 4868 | 38.438 | cyanheads-courtlistener-mcp-servermcp · back-end | Search and retrieve US court opinions, federal dockets, judge records, citation networks, and oral arguments from CourtListener's 9M+ opinion corpus… | 3 stars | No one-command install · Source | |
| 4869 | 38.438 | arabicfmt-mcpmcp · back-end | MCP server for correct Arabic formatting — currency, Hijri dates, number-to-words, RTL fixes and validation across all 22 Arab countries… | 3 stars | No one-command install · Source | |
| 4870 | 38.438 | coherence-mcp-servermcp · back-end | Enables AI agents to interact with the Coherence Network platform, allowing them to browse ideas, record contributions, and access governance features… | 3 stars | No one-command install · Source | |
| 4871 | 38.438 | 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… | 3 stars | No one-command install · Source | |
| 4872 | 38.438 | ensembl-mcp-servermcp · back-end | Enables looking up genes, fetching sequences, predicting variant consequences, finding orthologs, and cross-database xrefs via Ensembl REST API… | 3 stars | No one-command install · Source | |
| 4873 | 38.438 | cyanheads-crossrefmcp · back-end | Searches and retrieves scholarly publication metadata, DOI records, citation counts, and funding information via the Crossref API. | 3 stars | No one-command install · Source | |
| 4874 | 38.438 | shopify-store-builder-mcpmcp · back-end | MCP server for building Shopify stores with AI, letting Claude Code and other clients edit themes, pages, and navigation via the Admin GraphQL API… | 3 stars | No one-command install · Source | |
| 4875 | 38.438 | mcp-server-the-commonsmcp · back-end | MCP server for The Commons (jointhecommons.space), a persistent, noncommercial space where AI voices from different models post and reply to each… | 3 stars | No one-command install · Source | |
| 4876 | 38.438 | adrex-aimcp · back-end | Open-source MCP server for Google Ads (Meta Ads coming soon) that lets AI assistants manage ad campaigns, reporting, keywords, and targeting in plain… | 3 stars | No one-command install · Source | |
| 4877 | 38.438 | megalinter-mcp-servermcp · back-end | Enables running MegaLinter linting, configuration, and analysis through MCP tools. Works with any CI/CD platform or locally. | 3 stars | No one-command install · Source | |
| 4878 | 38.438 | elnora-mcp-servermcp · back-end | Connects AI agents to the Elnora bioprotocol optimization platform, enabling generation, management, and optimization of wet-lab protocols through… | 3 stars | No one-command install · Source | |
| 4879 | 38.438 | kwork-mcpmcp · back-end | MCP server that exposes 25 tools for the Kwork freelance marketplace — browse projects, submit offers, manage orders, send messages, and more. | 3 stars | No one-command install · Source | |
| 4880 | 38.438 | m365-mcpmcp · back-end | MCP server for Microsoft 365 via the Microsoft Graph API, providing read-only access to profile, calendar, email, Teams chats, OneDrive files, and… | 3 stars | No one-command install · Source | |
| 4881 | 38.438 | openmarketsmcp · back-end | A Model Context Protocol (MCP) server for agentic retrieval of financial data from Yahoo Finance, enabling stock information, historical data, analyst… | 3 stars | No one-command install · Source | |
| 4882 | 38.438 | aliensec-mcp-servermcp · back-end | Enables AI agents to perform endpoint security scanning using AlienVault OTX and VirusTotal, including multi-platform scans, threat intelligence… | 3 stars | No one-command install · Source | |
| 4883 | 38.438 | mcc-fleetmcp · back-end | Spawns and manages multiple Minecraft Console Client bots, enabling an MCP client like Claude to control each bot individually on offline-mode… | 3 stars | No one-command install · Source | |
| 4884 | 38.438 | kci-openapi-mcpmcp · back-end | Enables searching and harvesting Korean Citation Index literature, citation indices, and references via REST API and OAI-PMH. | 3 stars | No one-command install · Source | |
| 4885 | 38.639 | bushdrum-eventsmcp · back-end | Bushdrum is a read-only MCP server for city-scoped event discovery. It exposes two tools: list_cities for available Bushdrum cities, and search_events… | 2,235 installs | No commit datelisted | No one-command install · Source |
| 4886 | 38.730 | america-s-law-graphmcp · back-end | US federal and state statutory law MCP server. 529K sections across 50 states, the US Code, and Code of Federal Regulations. 11 tools: fulltext… | 1,022 installs | No commit datelisted | No one-command install · Source |
| 4887 | 39.455 | d3vtoolsmcp · back-end | MCP server for 200+ developer utilities — discover and execute tools through a unified API. | 2,272 installs | No commit datelisted | No one-command install · Source |
| 4888 | 39.727 | usaspending-mcp-server-2mcp · back-end | Access US federal award, recipient, agency, and spending analytics data from USAspending.gov. | 2,280 installs | No commit datelisted | No one-command install · Source |
| 4889 | 40.272 | libofcongress-mcp-servermcp · back-end | Search LOC digital collections, Chronicling America newspapers (full OCR), and LC Subject Headings. | 2,354 installs | No commit datelisted | No one-command install · Source |
| 4890 | 41.175 | alexsherin-zoho-creatormcp · back-end | Integrates with the Zoho Creator API to provide forms and reports capabilities. | 1 star · 2 forks | No one-command install · Source | |
| 4891 | 41.175 | cognee-mcp-servermcp · back-end | Enables Claude to interact with cognee for cognitive augmentation, supporting local or Smithery installation. | 1 star · 2 forks | No one-command install · Source | |
| 4892 | 41.175 | 5ajaki-etherscan-toolsmcp · back-end | Integrates with Etherscan's API to provide Ethereum blockchain data tools for balance checking, transaction tracking, and smart contract interactions. | 1 star · 2 forks | No one-command install · Source | |
| 4893 | 41.175 | wordware-mcp-servermcp · back-end | Integrates Wordware deployed flows as tools usable within Claude conversations via the Model Context Protocol. | 1 star · 2 forks | No one-command install · Source | |
| 4894 | 41.175 | ilask-redminemcp · back-end | Integrates with Redmine to enable project management tasks like accessing project details and creating issues through a custom API built on the… | 1 star · 2 forks | No one-command install · Source | |
| 4895 | 41.175 | weik-io-integration-expert-mcp-servermcp · back-end | Provides AI-assisted guidance for the Weik.io integration platform, enabling planning, implementation, testing, and deployment of integrations using… | 1 star · 2 forks | No one-command install · Source | |
| 4896 | 41.175 | eddydpyl-sketchfabmcp · back-end | Provides a streamlined interface to the Sketchfab API for searching and downloading 3D models with filtering options for animated or rigged content. | 1 star · 2 forks | No one-command install · Source | |
| 4897 | 41.175 | webdevtodayjason-slim-utility-suitemcp · back-end | Integrates diverse utility services including weather data, email, task management, currency conversion, and calendar functions through a RESTful API… | 1 star · 2 forks | No one-command install · Source | |
| 4898 | 41.175 | kishimoto-banana-shopifymcp · back-end | Integrates with the Shopify API to enable e-commerce data management and operations for online stores, including product, order, and customer… | 1 star · 2 forks | No one-command install · Source | |
| 4899 | 41.175 | prospect-research-mcp-servermcp · back-end | Enables prospect research through semantic web search, webpage scraping, and batch search using multiple APIs. | 1 star · 2 forks | No one-command install · Source | |
| 4900 | 41.175 | nakamurau1-openai-ttsmcp · back-end | Enables high-quality voice generation from text using OpenAI's TTS API with customizable voices, formats, and speech parameters for seamless audio… | 1 star · 2 forks | 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.