Leaderboard
Scored on public signals; components with none are listed as Unranked · Formula
Component
Domain
Vertical
| Rank | Score | Component | Description | Evidence | Last commit | Install |
|---|---|---|---|---|---|---|
| 4201 | 65.575 | ahmetsbilgin-finbrain-mcpmcp · ai-agents | Access institutional-grade alternative financial data directly in your LLM workflows. | 9 stars · 3 forks | No one-command install · Source | |
| 4202 | 65.575 | yawlabs-ctxlintmcp · ai-agents | Lints AI agent context files (CLAUDE.md, AGENTS.md, etc.) against your actual codebase to catch broken paths, outdated commands, and contradictions. | 9 stars · 3 forks | No one-command install · Source | |
| 4203 | 65.720 | mcpcodeservermcp · ai-agents | Proxy MCP server that translates tool calls into TypeScript code generation, enabling LLMs to orchestrate multi-tool workflows efficiently via code. | 14 stars · 1 fork | No one-command install · Source | |
| 4204 | 65.720 | mergenmcp · ai-agents | AI-Powered Red Team MCP Server enabling autonomous penetration testing via Model Context Protocol with 44+ security tools for AI agents. | 14 stars · 1 fork | No one-command install · Source | |
| 4205 | 65.720 | nodebench-mcpmcp · ai-agents | NodeBench MCP server provides public research memory and tool access for entity intelligence, enabling agents to perform deep research, generate… | 14 stars · 1 fork | No one-command install · Source | |
| 4206 | 65.720 | flaimmcp · ai-agents | Connect ESPN, Yahoo, and Sleeper fantasy sports leagues for read-only analysis of rosters, matchups, standings, and free agents. | 14 stars · 1 fork | No one-command install · Source | |
| 4207 | 65.720 | cochleamcp · ai-agents | Render, analyze, and verify audio (WAV or FLAC) through a fully offline, deterministic engine, exposed as MCP tools for AI agents. | 14 stars · 1 fork | No one-command install · Source | |
| 4208 | 65.766 | contextfsmcp · ai-agents | MCP server for OpenCode that manages context with structured injection, progressive retrieval, and layered storage to keep Agent stable and traceable. | 26 stars | No one-command install · Source | |
| 4209 | 65.834 | mt4-mcpmcp · ai-agents | MCP server for AI agents to inspect and trade against a MetaTrader 4 terminal, with an offline mock mode for CI and demos. | 2 stars · 7 forks | No one-command install · Source | |
| 4210 | 65.834 | mcp-server-justlendmcp · ai-agents | An MCP server enabling AI agents to interact with JustLend DAO on TRON for lending, borrowing, and portfolio management, plus general TRON chain… | 2 stars · 7 forks | No one-command install · Source | |
| 4211 | 66.080 | kukapay-raydium-launchlab-mcpmcp · ai-agents | An MCP server that enables AI agents to launch, buy, and sell tokens on the Raydium Launchpad(aka LaunchLab). | 4 stars · 6 forks | No one-command install · Source | |
| 4212 | 66.080 | tosin2013-helmdeckmcp · ai-agents | Self-hosted AI agent platform with native MCP support for open-weight local language models. | 4 stars · 6 forks | No one-command install · Source | |
| 4213 | 66.080 | helmdeckmcp · ai-agents | A self-hosted MCP server that provides capability packs for AI agents to perform browser, desktop, git, and code actions via schema-validated JSON… | 4 stars · 6 forks | No one-command install · Source | |
| 4214 | 66.080 | agentgraph-co-agentgraphmcp · ai-agents | Trust verification and security scanning for AI agents. Checks security posture of third-party MCP servers and tools with signed attestations… | 4 stars · 6 forks | No one-command install · Source | |
| 4215 | 66.122 | domainkits-mcp-the-domain-name-intelligencemcp · ai-agents | # DomainKits MCP Domain MCP server for AI assistants. DomainKits MCP connects Claude, GPT, Gemini, and other AI assistants to domain data, turning… | 5,388 installs | No commit datelisted | No one-command install · Source |
| 4216 | 66.222 | tb-querymcp · ai-agents | MCP server for querying and analyzing TensorBoard event files, enabling AI agents to extract scalar data, statistics, and correlations without a… | 11 stars · 2 forks | No one-command install · Source | |
| 4217 | 66.222 | sim-xia-blind-auditormcp · ai-agents | A zero-cost MCP server that forces AI to self-correct generation messages using prompt injection, independent self-audition and context isolation. | 11 stars · 2 forks | No one-command install · Source | |
| 4218 | 66.222 | chenxiaofie-memorymcp · ai-agents | 情景+实体记忆 MCP 服务，为 Claude Code 提供持久化记忆能力 | 11 stars · 2 forks | No one-command install · Source | |
| 4219 | 66.222 | mcp-local-llmmcp · ai-agents | MCP server that lets Claude Code delegate mechanical tasks to a local LLM for summarization, classification, extraction, and drafting. | 11 stars · 2 forks | No one-command install · Source | |
| 4220 | 66.222 | sowiedu-edictmcp · ai-agents | Programming language for AI agents with JSON AST input and WASM output. | 11 stars · 2 forks | No one-command install · Source | |
| 4221 | 66.222 | thread-keepermcp · ai-agents | Multi-agent shared brain MCP server enabling cross-session memory, self-improving skill loops, and inter-agent signaling across Claude, Codex, Gemini… | 11 stars · 2 forks | No one-command install · Source | |
| 4222 | 66.222 | docomcp · ai-agents | Doco is an open-source collaborative document workspace where humans and AI agents write together. Its MCP server gives Claude Code and Cursor stable… | 11 stars · 2 forks | No one-command install · Source | |
| 4223 | 66.222 | hs-sql-agentmcp · ai-agents | C# SQL Agent MCP server featuring raw SQL input, strict AST validation, and an embedded Admin UI. Eliminates LLM hallucinations and security risks… | 11 stars · 2 forks | No one-command install · Source | |
| 4224 | 66.222 | squish-memorymcp · ai-agents | Connect once. Remember everywhere. Squish gives ChatGPT, Claude Code, and every AI agent one shared memory. Stop re-explaining your project to every… | 11 stars · 2 forks | No one-command install · Source | |
| 4225 | 66.222 | phillipclapham-anneal-memorymcp · ai-agents | Two-layer memory for AI agents with immune-system-inspired expiry. Zero dependencies. | 11 stars · 2 forks | No one-command install · Source | |
| 4226 | 66.222 | agent-coherence-stale-write-guard-fsmcp · ai-agents | Coherence guard for shared files: when two agents write the same file, the stale writer is denied instead of silently overwriting, then reacquires and… | 11 stars · 2 forks | No one-command install · Source | |
| 4227 | 66.280 | mcp-server-agent-commmcp · ai-agents | Enables multi-agent communication between AI agents via MCP tools with real-time message routing, admin control, and dual-language support. | 8 stars · 5 forks | No one-command install · Source | |
| 4228 | 66.280 | jordanburke-kuzudbmcp · ai-agents | Provides direct access to Kuzu graph databases through Cypher query execution, schema introspection, and database management with multi-agent… | 8 stars · 5 forks | No one-command install · Source | |
| 4229 | 66.280 | mcp-debugpymcp · ai-agents | MCP server for AI-assisted Python debugging using debugpy and Debug Adapter Protocol, enabling AI agents to run tests, set breakpoints, and inspect… | 8 stars · 5 forks | No one-command install · Source | |
| 4230 | 66.280 | midosmcp · ai-agents | Curated developer knowledge library with validated patterns across 20+ tech stacks for AI coding agents. | 8 stars · 5 forks | No one-command install · Source | |
| 4231 | 66.280 | taw-computermcp · ai-agents | An MCP server that provides AI agents with a full Ubuntu desktop environment inside Docker, enabling them to perform complex computer tasks like… | 8 stars · 5 forks | No one-command install · Source | |
| 4232 | 66.280 | 20i-mcp-servermcp · ai-agents | Enables natural language management of 20i web hosting services, including domains, databases, email, WordPress, and more, through AI assistants like… | 8 stars · 5 forks | No one-command install · Source | |
| 4233 | 66.280 | klypix-mcpmcp · ai-agents | Enables AI agents to read, write, search, and manage .klypix canvas files for persistent spatial memory across sessions. | 8 stars · 5 forks | No one-command install · Source | |
| 4234 | 66.531 | port-experimental-portmcp · ai-agents | Integrates with Port.io's API to enable AI-assisted task management and workflow orchestration through authentication, prompt triggering, and response… | 15 stars · 1 fork | No one-command install · Source | |
| 4235 | 66.531 | local-mcp-servermcp · ai-agents | Enables tool-calling LLMs to search the internet, capture website images, extract webpage text, and more via a local MCP server. | 15 stars · 1 fork | No one-command install · Source | |
| 4236 | 66.531 | bigstationw-web-toolsmcp · ai-agents | Provides local LLMs with web search, page screenshots, and readable text extraction through a local MCP server running on localhost. | 15 stars · 1 fork | No one-command install · Source | |
| 4237 | 66.531 | protostatis-unbrowsermcp · ai-agents | Lightweight browser MCP server for LLM agents. Runs JavaScript, follows links, fills forms, manages cookies, and returns low-token BlockMaps from a… | 15 stars · 1 fork | No one-command install · Source | |
| 4238 | 66.531 | s-gw-mcp-servermcp · ai-agents | A local stdio MCP server that enables coding agents to discover credential handles and create scoped action requests with local approval and sanitized… | 15 stars · 1 fork | No one-command install · Source | |
| 4239 | 66.531 | contextnestmcp · ai-agents | Structured, versioned context for AI agents. Context Nest organizes knowledge as markdown documents in a vault, with versioning, integrity… | 15 stars · 1 fork | No one-command install · Source | |
| 4240 | 66.531 | agentic-hilmcp · ai-agents | MCP server for Agentic Hardware-in-the-Loop testing, enabling AI agents to probe, flash, reset, and validate embedded firmware on real hardware via… | 15 stars · 1 fork | No one-command install · Source | |
| 4241 | 66.894 | wesnermichel-nexus-vscodemcp · ai-agents | Integrates Claude Desktop with VSCode, enabling file access and manipulation within specified workspace directories for seamless AI-assisted… | 9 stars · 4 forks | No one-command install · Source | |
| 4242 | 66.894 | claude-agents-powermcp · ai-agents | Provides over 150 pre-built professional agent personas across business, technology, and operations roles in multiple languages, enabling users to… | 9 stars · 4 forks | No one-command install · Source | |
| 4243 | 66.894 | copilot-memory-storemcp · ai-agents | Enables storing, searching, and compressing contextual memories for LLM interactions, with tools for memory management and context injection. | 9 stars · 4 forks | No one-command install · Source | |
| 4244 | 66.894 | media-gen-mcpmcp · ai-agents | MCP server for generating and editing images using OpenAI, and creating videos using OpenAI Sora and Google Veo. Enables fetching media from URLs or… | 9 stars · 4 forks | No one-command install · Source | |
| 4245 | 66.894 | oortonaut-mcacpmcp · ai-agents | Bridges MCP clients to ACP coding agents, enabling multi-agent orchestration from any MCP-compatible editor. | 9 stars · 4 forks | No one-command install · Source | |
| 4246 | 66.894 | community-ff-mcpmcp · ai-agents | Enables AI-assisted FlutterFlow development by reading, exploring, and understanding FlutterFlow projects through Claude and other MCP-compatible… | 9 stars · 4 forks | No one-command install · Source | |
| 4247 | 66.894 | uefn-mcpmcp · ai-agents | A two-process MCP bridge for Unreal Editor for Fortnite that lets Claude Code, Cursor, and other MCP clients drive a live UEFN editor safely. | 9 stars · 4 forks | No one-command install · Source | |
| 4248 | 66.894 | zonemendermcp · ai-agents | MCP server for AI agents to safely manage Cloudflare DNS, DMARC, SPF, BIMI, and Email Routing with dry-run-first and approval-based writes. | 9 stars · 4 forks | No one-command install · Source | |
| 4249 | 66.937 | jasnonaz-vibe-worldbuildingmcp · ai-agents | Guides users through systematic worldbuilding with structured prompts and Google Imagen integration for generating visual representations of fictional… | 10 stars · 3 forks | No one-command install · Source | |
| 4250 | 66.937 | feiskyer-ai-hubmcp · ai-agents | Provides unified access to 100+ AI providers through LiteLLM integration, enabling seamless switching between OpenAI, Anthropic, Google, Azure, AWS… | 10 stars · 3 forks | No one-command install · Source | |
| 4251 | 66.937 | business-central-mcp-workshop-servermcp · ai-agents | MCP server that integrates with Microsoft Dynamics 365 Business Central, enabling querying of customers, items, and sales orders through natural… | 10 stars · 3 forks | No one-command install · Source | |
| 4252 | 66.937 | echology-io-decomposemcp · ai-agents | Text decomposition into classified semantic units without LLM. | 10 stars · 3 forks | No one-command install · Source | |
| 4253 | 66.937 | decomposemcp · ai-agents | Classifies text into structured semantic units with authority, risk, and attention scores. Enables deterministic preprocessing for AI agents to filter… | 10 stars · 3 forks | No one-command install · Source | |
| 4254 | 66.937 | alpha-arcade-mcpmcp · ai-agents | MCP server for Alpha Arcade prediction markets on Algorand. Enables AI agents to browse markets, fetch orderbooks, place orders, manage positions, and… | 10 stars · 3 forks | No one-command install · Source | |
| 4255 | 66.937 | smart-routermcp · ai-agents | A single MCP server that fronts many downstream MCP servers and Skills, exposing only four tools (search, call_tool, use_skill, admin) so that an… | 10 stars · 3 forks | No one-command install · Source | |
| 4256 | 66.937 | meshy-bottube-mcpmcp · ai-agents | An MCP server that takes a text prompt and automatically generates a 3D model turntable video and publishes it to BoTTube. | 10 stars · 3 forks | No one-command install · Source | |
| 4257 | 66.937 | bug-bounty-intelligence-mcpmcp · ai-agents | AI-powered smart contract security analysis for AI agents and developers, enabling scanning of Solidity repos for vulnerabilities. | 10 stars · 3 forks | No one-command install · Source | |
| 4258 | 66.937 | cliwant-sam-govmcp · ai-agents | Provides AI agents access to U.S. federal contracting and spending data from SAM.gov, USAspending, Federal Register, eCFR, and Grants.gov. | 10 stars · 3 forks | No one-command install · Source | |
| 4259 | 66.937 | assay-mcp-servermcp · ai-agents | Assay is a fail-closed policy and evidence layer for MCP tool execution. The MCP server exposes policy checks and trace/coverage helpers for reviewing… | 10 stars · 3 forks | No one-command install · Source | |
| 4260 | 67.112 | tonnode-mcpmcp · ai-agents | Provides AI agents with direct liteserver access to the TON blockchain for querying balances, account states, transactions, and contract get-methods… | 31 stars | No one-command install · Source | |
| 4261 | 67.187 | kivo360-anthropic-code-analyzermcp · ai-agents | Integrates with open source projects to analyze codebases, detect patterns, and generate intelligent merge strategies for streamlined integration and… | 12 stars · 2 forks | No one-command install · Source | |
| 4262 | 67.187 | dmcpmcp · ai-agents | An MCP server that enables AI agents to act as dynamic dungeon masters for text-based RPGs with dynamically generated rule systems and comprehensive… | 12 stars · 2 forks | No one-command install · Source | |
| 4263 | 67.187 | letta-mcp-servermcp · ai-agents | Connects any MCP-compatible AI client to Letta.ai's stateful agents for agent conversations, memory management, and tool orchestration. | 12 stars · 2 forks | No one-command install · Source | |
| 4264 | 67.187 | ian747-tw-antigravity-jupytermcp · ai-agents | Enables AI agents in Antigravity to read, edit, execute, and orchestrate Jupyter notebooks with cell management, kernel control, and tag-based… | 12 stars · 2 forks | No one-command install · Source | |
| 4265 | 67.187 | tilastokeskus-statfin-mcp-servermcp · ai-agents | Production-grade MCP server for Statistics Finland's StatFin database. Enables AI assistants like Claude to browse, search, and query Finnish… | 12 stars · 2 forks | No one-command install · Source | |
| 4266 | 67.187 | conta-azul-mcpmcp · ai-agents | MCP server to connect Conta Azul ERP to AI agents, enabling natural language management of clients, products, sales, contracts, finances, and NF-e via… | 12 stars · 2 forks | No one-command install · Source | |
| 4267 | 67.187 | abap-mcp-server-sdk-mcp2mcp · ai-agents | A stateless ABAP SDK for building MCP servers that support tools, resources, prompts, and tasks. It targets the 2026-07-28 protocol while maintaining… | 12 stars · 2 forks | No one-command install · Source | |
| 4268 | 67.187 | five9-mcpmcp · ai-agents | MCP server that connects AI assistants to Five9 contact center, allowing management of campaigns, agents, lists, and statistics via natural language… | 12 stars · 2 forks | No one-command install · Source | |
| 4269 | 67.187 | mcp-vision-bridgemcp · ai-agents | MCP server that gives text-only coding agents vision by converting any image into an exhaustive text description via a single analyze_image tool… | 12 stars · 2 forks | No one-command install · Source | |
| 4270 | 67.187 | osojdjd-deeplookmcp · ai-agents | Free company research agent — 10 data sources, structured reports with bull/bear verdict in ~10 seconds. Stocks, crypto, and private companies. | 12 stars · 2 forks | No one-command install · Source | |
| 4271 | 67.187 | smart-terminal-mcpmcp · ai-agents | A PTY-based MCP server providing persistent, interactive shell sessions with strong Windows support, enabling AI agents to run commands, handle… | 12 stars · 2 forks | No one-command install · Source | |
| 4272 | 67.187 | koma-gate-mcpmcp · ai-agents | Blocks prompt injection, jailbreaks, and out-of-scope input before an AI agent acts. classify_input tool, stdio transport. | 12 stars · 2 forks | No one-command install · Source | |
| 4273 | 67.190 | pycti-mcpmcp · ai-agents | MCP server that provides condensed and normalized data from OpenCTI to LLMs, enabling lookup of observables, adversaries, and reports with enriched… | 16 stars · 1 fork | No one-command install · Source | |
| 4274 | 67.190 | lazy-llms-project-management-mcp-servermcp · ai-agents | Enables LLM agents to manage projects, track issues, log work, and integrate with Git. Provides 23 MCP tools for full project management capabilities. | 16 stars · 1 fork | No one-command install · Source | |
| 4275 | 67.190 | ix64mcpmcp · ai-agents | Connects AI agents to IDA Pro and x64dbg for unified static and dynamic reverse engineering, enabling coordinated analysis, debugging, and patch… | 16 stars · 1 fork | No one-command install · Source | |
| 4276 | 67.190 | stud0709-sap-abap-dev-releasemcp · ai-agents | Bridges AI agents to legacy SAP ABAP systems for read-only code exploration and documentation generation. | 16 stars · 1 fork | No one-command install · Source | |
| 4277 | 67.190 | aliasunder-vault-cortexmcp · ai-agents | Obsidian vault MCP server with search, memory, link graph, and 23 tools. OAuth-protected. | 16 stars · 1 fork | No one-command install · Source | |
| 4278 | 67.190 | openchroniclemcp · ai-agents | Persistent memory database for LLM agents with hybrid semantic and keyword search, project namespacing, and MCP/REST interfaces. | 16 stars · 1 fork | No one-command install · Source | |
| 4279 | 67.210 | memxus-2mcp · ai-agents | **Memxus** is multi-platform persistent memory for AI assistants. Save project context, preferences, and decisions once — recall them in Claude… | 6,038 installs | No commit datelisted | No one-command install · Source |
| 4280 | 67.567 | alvinunreal-juicemcp · ai-agents | MCP memory layer for storing scoped preference and correction notes for AI agents. | 33 stars | No commit datelisted | No one-command install · Source |
| 4281 | 67.594 | mdslides-mcp-servermcp · ai-agents | An MCP server for generating HTML presentation slides from Markdown content using the mkslides library, enabling integration with tools like Claude in… | 6 stars · 6 forks | No one-command install · Source | |
| 4282 | 67.594 | mcp-server-with-google-adkmcp · ai-agents | An MCP server using Google's Agent Development Kit with multiple specialized agents (search, data analysis, code generation) coordinated by an… | 6 stars · 6 forks | No one-command install · Source | |
| 4283 | 67.755 | scholar-feedmcp · ai-agents | Search 600,000+ CS/AI/ML research papers with LLM-generated novelty analysis, without leaving Claude Code, Cursor, or any MCP client. Built for… | 6,136 installs | No commit datelisted | No one-command install · Source |
| 4284 | 67.787 | tt-wang-forgemcp · ai-agents | Structured planning, parallel execution in git worktrees, and deep validation for Claude Code. Turns a one-line objective into a validated DAG of… | 34 stars | No one-command install · Source | |
| 4285 | 67.797 | mcp-server-copilotmcp · ai-agents | A meta MCP server that scales LLMs to 1000+ servers via automatic routing, without exposing all servers and tools directly. | 17 stars · 1 fork | No one-command install · Source | |
| 4286 | 67.797 | mousetailmcp · ai-agents | The simplest and most stable MCP server for Anki, enabling LLMs to perform core Anki operations (CRUD) directly without addons. | 17 stars · 1 fork | No one-command install · Source | |
| 4287 | 67.797 | raychao-oao-pty-mcpmcp · ai-agents | Interactive PTY sessions for AI agents — local shells, SSH with persistent sessions (ai-tmux daemon for attach/detach), and serial ports. Single Go… | 17 stars · 1 fork | No one-command install · Source | |
| 4288 | 67.797 | context-coder-mcpmcp · ai-agents | Loads entire codebase into LLM context for AI-assisted code understanding and editing. | 17 stars · 1 fork | No one-command install · Source | |
| 4289 | 67.797 | agentpackmcp · ai-agents | FROM node:22-alpine RUN npm install -g agentpack-cli WORKDIR /workspace RUN agentpack init ENTRYPOINT ["agentpack", "mcp"] | 17 stars · 1 fork | No one-command install · Source | |
| 4290 | 67.797 | agent-lighthouse-mcp-servermcp · ai-agents | Enables AI coding agents like Claude and Cursor to audit websites for AI agent readiness, checking 199 rules across agentic discovery, content… | 17 stars · 1 fork | No one-command install · Source | |
| 4291 | 67.797 | codex-mcp-swarmmcp · ai-agents | Wraps OpenAI's Codex CLI with true parallel task execution, worktree isolation for conflict-free runs, and live monitoring of each task. | 17 stars · 1 fork | No one-command install · Source | |
| 4292 | 67.797 | calmmcp · ai-agents | Provides live, graph-verified code intelligence for AI agents, including call graphs, dependency awareness, and safety gates on edits to prevent… | 17 stars · 1 fork | No one-command install · Source | |
| 4293 | 67.920 | singularityjason-lightning-memorymcp · ai-agents | Decentralized agent memory for the Lightning economy with Nostr identity and L402 payments. | 9 stars · 5 forks | No one-command install · Source | |
| 4294 | 67.920 | lightning-memorymcp · ai-agents | Persistent memory and payment safety for AI agents on Lightning. Enables agents to remember purchases, track vendor reputations, enforce budgets, and… | 9 stars · 5 forks | No one-command install · Source | |
| 4295 | 67.958 | plexmcpmcp · ai-agents | Self-hostable orchestration platform providing centralized management, routing, and multi-tenant access control for multiple MCP servers with… | 13 stars · 2 forks | No one-command install · Source | |
| 4296 | 67.958 | vnc-mcpmcp · ai-agents | Enables MCP-compatible LLMs to interact with any desktop accessible over VNC, providing tools for screen reading (OCR), mouse and keyboard control… | 13 stars · 2 forks | No one-command install · Source | |
| 4297 | 67.958 | loremcp · ai-agents | Enables infinite searchable memory for coding agents across sessions, allowing them to recall past decisions and context. | 13 stars · 2 forks | No one-command install · Source | |
| 4298 | 67.958 | lunamcp · ai-agents | ESP32-based Streamable HTTP MCP server with embedded Lua scripting engine. Bridges Claude AI to physical devices — telescopes (INDI protocol)… | 13 stars · 2 forks | No one-command install · Source | |
| 4299 | 67.958 | agentburnmcp · ai-agents | Enables AI agents to self-audit their token usage and costs, providing burn reports, forensics, and optimization recommendations via MCP. | 13 stars · 2 forks | No one-command install · Source | |
| 4300 | 67.958 | haybamcp · ai-agents | An MCP server enabling AI agents to author Unreal Engine 5 scenes directly, with tools for spawning actors, building PCG graphs, validating physics… | 13 stars · 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.