Leaderboard
Scored on public signals; components with none are listed as Unranked · Formula
Component
Domain
Vertical
| Rank | Score | Component | Description | Evidence | Last commit | Install |
|---|---|---|---|---|---|---|
| 301 | 90.2405 | mantrakp04-manusmcp · ai-agents | Orchestrates specialized agents for collaborative task execution with file operations, shell commands, and browser automation capabilities through a… | 93 stars · 14 forks | No one-command install · Source | |
| 302 | 90.2088 | agentimcp · ai-agents | Enables any MCP-compatible LLM client to autonomously hold, spend, earn, and receive cryptocurrency using native MCP tools, no code required. | 75 stars · 21 forks | No one-command install · Source | |
| 303 | 90.1471 | red-hat-lightspeed-mcpmcp · ai-agents | A lightweight, self-hosted MCP server that connects LLM-based agents to Red Hat Lightspeed services, enabling natural language querying of read-only… | 24 stars · 38 forks | No one-command install · Source | |
| 304 | 90.1428 | sagemindai-threadlinemcp · ai-agents | Agent-to-agent messaging relay with zero-config discovery, message routing, and reply handling. | 77 stars · 19 forks | No one-command install · Source | |
| 305 | 90.1243 | elyin-gemini-bridgemcp · ai-agents | Bridges Claude with Google's Gemini AI through the official Gemini CLI, enabling direct queries and file-based context sharing between the two… | 94 stars · 13 forks | No one-command install · Source | |
| 306 | 90.1005 | tmux-bridge-mcpmcp · ai-agents | Enables AI agents to communicate and coordinate across tmux panes, allowing them to read, type, and send messages to each other without manual… | 99 stars · 12 forks | No one-command install · Source | |
| 307 | 90.0809 | skillsmithmcp · ai-agents | Discover, install, and manage reusable skills for Claude Code. | 78 stars · 18 forks | No one-command install · Source | |
| 308 | 90.0509 | a2a-langgraphmcp · ai-agents | A2A implementation using LangGraph | 59 stars · 28 forks | No one-command install · Source | |
| 309 | 90.0414 | pinkpixel-mem0-autonomous-memorymcp · ai-agents | Provides autonomous memory capabilities for storing, retrieving, and utilizing conversation information across sessions, with automatic extraction and… | 98 stars · 12 forks | No one-command install · Source | |
| 309 | 90.0414 | yuvalsuede-memorymcp · ai-agents | Automatically extracts and organizes project memories from conversation transcripts, maintaining both quick-access CLAUDE.md files and comprehensive… | 98 stars · 12 forks | No one-command install · Source | |
| 311 | 89.9787 | claude-swarmmcp · ai-agents | Orchestrates parallel Claude Code worker swarms with protocol-based behavioral governance for multi-hour autonomous coding sessions. | 110 stars · 10 forks | No one-command install · Source | |
| 312 | 89.9648 | mcp-gitwandmcp · ai-agents | an MCP server that auto-resolves Git merge conflicts so agents only touch the complex hunks — deterministic pattern engine with confidence scores and… | 167 stars · 7 forks | No one-command install · Source | |
| 313 | 89.9357 | freellmpoolmcp · ai-agents | MCP server that pools free tiers of multiple LLM providers behind an OpenAI-compatible endpoint, enabling model routing, failover, and usage tracking… | 95 stars · 12 forks | No one-command install · Source | |
| 314 | 89.9019 | 8bitgentleman-activitywatchmcp · ai-agents | Integrates with ActivityWatch to enable LLMs to interact with time tracking data, providing tools for listing buckets, executing AQL queries, and… | 72 stars · 20 forks | No one-command install · Source | |
| 315 | 89.8211 | garmin-connect-mcp-servermcp · ai-agents | A Model Context Protocol (MCP) server for Garmin Connect integration. Access your activities, health data, training metrics, and more through Claude… | 61 stars · 27 forks | No one-command install · Source | |
| 316 | 89.7995 | madeye-agent-filesystem-daemonmcp · ai-agents | Persistent sidecar daemon with MCP bridge eliminating per-call fork/exec overhead for AI agents accessing filesystems, git, and source code. | 117 stars · 9 forks | No one-command install · Source | |
| 317 | 89.7784 | memory-bankmcp · ai-agents | Provides a structured documentation system for preserving context in complex projects through templates, project summaries, and consistent knowledge… | 77 stars · 16 forks | No one-command install · Source | |
| 318 | 89.7544 | mcp-server-for-home-assistant-http-transportmcp · ai-agents | A Home Assistant Custom Component that provides an MCP server using HTTP transport, allowing AI assistants like Claude to interact with your Home… | 73 stars · 18 forks | No one-command install · Source | |
| 319 | 89.7487 | palinodemcp · ai-agents | Git-versioned markdown memory for AI agents with search, save, compact, lint, and audit tools. | 28 stars · 33 forks | No one-command install · Source | |
| 320 | 89.7424 | peppermcp · ai-agents | Pepper gives AI agents eyes and hands inside iOS Simulator apps, enabling them to view screens, tap buttons, inspect objects, and intercept network… | 103 stars · 10 forks | No one-command install · Source | |
| 321 | 89.7193 | vapimcp · ai-agents | Integrates with Vapi's AI voice calling platform to manage voice assistants, phone numbers, and outbound calls with scheduling support through eight… | 57 stars · 27 forks | No one-command install · Source | |
| 322 | 89.6981 | nighttrek-ollamamcp · ai-agents | Bridges Ollama's local large language model runner, enabling low-latency access to the LLM while maintaining data privacy and control. | 74 stars · 17 forks | No one-command install · Source | |
| 323 | 89.6965 | vs-claude-codemcp · ai-agents | A native Visual Studio 2026 extension implementing Claude Code's IDE integration protocol: agent edits open in VS's diff viewer for accept/reject, and… | 81 stars · 14 forks | No one-command install · Source | |
| 324 | 89.6888 | agents-councilmcp · ai-agents | The simplest way to bridge and collaborate across AI Agent sessions like Claude Code, Codex, Gemini, or Cursor. It allows your agents to combine their… | 66 stars · 23 forks | No one-command install · Source | |
| 325 | 89.6798 | multi-cli-mcpmcp · ai-agents | An MCP server that bridges multiple AI clients (Claude, Gemini, Codex, OpenCode) so they can call each other as tools. | 72 stars · 18 forks | No one-command install · Source | |
| 326 | 89.6359 | mcp-apps-playgroundmcp · ai-agents | A demo MCP server showcasing interactive HTML UIs for tools like list sorting, flame graphs, and feature flags, enabling bidirectional communication… | 73 stars · 17 forks | No one-command install · Source | |
| 327 | 89.6262 | frx-director-mcpmcp · ai-agents | MCP server that lets a high-capability director model drive the firefox-reverse browser's built-in reverse-engineering Agent, with a cheap worker… | 77 stars · 15 forks | No one-command install · Source | |
| 328 | 89.6243 | portel-dev-ncp-orchestratormcp · ai-agents | Intelligent orchestration layer that unifies multiple MCP servers into a single gateway with RAG-powered discovery engine for semantic tool routing… | 100 stars · 10 forks | No one-command install · Source | |
| 329 | 89.6228 | infoblox-dns-aidmcp · ai-agents | Discover and publish AI agents via DNS using SVCB records per RFC 9460. | 63 stars · 26 forks | No one-command install · Source | |
| 330 | 89.5740 | openinvestmcp · ai-agents | Investment decision tools for AI agents: portfolio status, isolated multi-agent committee analysis, auditable verdict history, and lookahead-protected… | 82 stars · 13 forks | No one-command install · Source | |
| 331 | 89.5085 | jotaderodriguez-bonsai-blender-ifcmcp · ai-agents | Connects Claude to Blender for analyzing and interacting with IFC building models through five specialized tools for querying project information… | 64 stars · 23 forks | No one-command install · Source | |
| 332 | 89.4607 | okooo5km-memory-knowledge-graphmcp · ai-agents | Provides a persistent knowledge graph system for maintaining structured memory across conversations, enabling creation, querying, and management of… | 106 stars · 9 forks | No one-command install · Source | |
| 333 | 89.4399 | upwork-mcp-servermcp · ai-agents | MCP server for Upwork via browser automation. Enables Claude Code to search jobs, manage proposals, messages, and contracts on Upwork. | 64 stars · 22 forks | No one-command install · Source | |
| 334 | 89.3889 | agent-lspmcp · ai-agents | Stateful LSP runtime for AI agents — 50+ tools across 30+ programming languages. | 118 stars · 8 forks | No one-command install · Source | |
| 335 | 89.3719 | codejunkie99-brainmcp · ai-agents | Rust MCP server providing git-backed long-term memory for AI coding agents with SQLite indexing and CLI interface. | 79 stars · 13 forks | No one-command install · Source | |
| 336 | 89.3693 | madguyevans-resale-agentmcp · ai-agents | Automates C2C second-hand resale through 7 tools covering photo recognition, price research, listing generation, repricing, and auto-delisting across… | 94 stars · 10 forks | No one-command install · Source | |
| 337 | 89.3481 | decisionnode-decisionnodemcp · ai-agents | Record development decisions as structured JSON, embed as vectors via Gemini, and search semantically over MCP. Shared store across Claude Code… | 82 stars · 12 forks | No one-command install · Source | |
| 338 | 89.2785 | jgrants-mcp-servermcp · ai-agents | MCP server for Japan's Jグランツ grant application system, enabling LLMs to search and retrieve subsidy information via natural language. | 50 stars · 26 forks | No one-command install · Source | |
| 339 | 89.2699 | legal-hub-mcp-argentinamcp · ai-agents | Unified MCP server for Argentine legal sources, enabling access to 11 databases including jurisprudence, legislation, official bulletins, and court… | 63 stars · 21 forks | No one-command install · Source | |
| 340 | 89.2693 | jovancoding-network-aimcp · ai-agents | Multi-agent orchestration MCP server with race-condition-safe shared blackboard. 20+ MCP tools: blackboard read/write, agent spawn/stop, FSM… | 77 stars · 13 forks | No one-command install · Source | |
| 340 | 89.2693 | thedaviddias-llms-txt-explorermcp · ai-agents | Provides a bridge for exploring websites with llms.txt files, enabling fetching and parsing of website-specific language model instructions for… | 77 stars · 13 forks | No one-command install · Source | |
| 342 | 89.2522 | boldcommerce-magento2mcp · ai-agents | Connects Claude to Magento 2 e-commerce platforms for querying product information, customer data, order statistics, and revenue metrics using natural… | 59 stars · 25 forks | No one-command install · Source | |
| 343 | 89.2331 | kanban-mcp-2mcp · ai-agents | An MCP server that provides a database-backed kanban board with 40+ tools for AI agents to track issues, features, todos, epics, and diary entries… | 80 stars · 12 forks | No one-command install · Source | |
| 344 | 89.1940 | lansespirit-gpt-imagemcp · ai-agents | Integrates with OpenAI's gpt-image-1 model for text-to-image generation and editing with comprehensive caching, prompt template management, cost… | 69 stars · 16 forks | No one-command install · Source | |
| 345 | 89.1933 | openinsider-mcpmcp · ai-agents | An MCP server that exposes 16 free investment-research signals (insider trades, SEC filings, short data, and live quotes) to any MCP-compatible LLM. | 99 stars · 9 forks | No one-command install · Source | |
| 346 | 89.1383 | cap-mcp-pluginmcp · ai-agents | A CAP plugin that automatically generates MCP servers from your CAP services, transforming OData services into AI-accessible resources, tools, and… | 61 stars · 22 forks | No one-command install · Source | |
| 347 | 89.1072 | vishisht16-humane-proxymcp · ai-agents | AI safety middleware that detects self-harm and criminal intent in LLM prompts. | 29 stars · 29 forks | No one-command install · Source | |
| 348 | 89.0912 | swiftlensmcp · ai-agents | MCP server that provides semantic-level analysis of Swift codebases to AI agents by integrating with Apple's SourceKit-LSP, enabling compiler-grade… | 126 stars · 7 forks | No one-command install · Source | |
| 349 | 89.0417 | frida-agentmcp · ai-agents | AI-driven Android dynamic analysis tool wrapping Frida for automated reverse engineering with device management, script injection, method hooking, and… | 69 stars · 15 forks | No one-command install · Source | |
| 349 | 89.0417 | docx-mcp-cjmcp · ai-agents | Enables AI agents to intelligently analyze and fill any Word document tables using precise coordinate-based filling and 42 MCP tools. | 69 stars · 15 forks | No one-command install · Source | |
| 349 | 89.0417 | ai-diagram-prototype-generatormcp · ai-agents | Integrates with multiple AI providers (ZhipuAI, OpenAI, Gemini) to automatically generate architecture diagrams, flowcharts, and mobile app prototypes… | 69 stars · 15 forks | No one-command install · Source | |
| 352 | 88.9776 | bricks-mcpmcp · ai-agents | Comprehensive MCP server for Bricks Builder with 100+ tools to manage pages, templates, styles, SEO, and content directly from AI assistants like… | 85 stars · 10 forks | No one-command install · Source | |
| 353 | 88.9583 | production-grade-mcp-agentic-systemmcp · ai-agents | A production-grade MCP server designed for multi-tenant, authenticated, and observable AI agent systems, enabling secure tool execution across… | 62 stars · 19 forks | No one-command install · Source | |
| 354 | 88.9436 | intervals-icu-mcpmcp · ai-agents | A Model Context Protocol (MCP) server for Intervals.icu integration. Access your training data, wellness metrics, and performance analysis through… | 35 stars · 27 forks | No one-command install · Source | |
| 355 | 88.9130 | gh-codeofaxel-kilnmcp · ai-agents | AI agent control of 3D printers for OctoPrint, Moonraker, Bambu, Prusa, and Elegoo. | 70 stars · 14 forks | No one-command install · Source | |
| 356 | 88.8832 | pollinations-chucknorrismcp · ai-agents | Enhances language models by fetching specialized prompts from the L1B3RT4S repository, supporting multiple LLMs including ChatGPT, Claude, and Gemini… | 67 stars · 15 forks | No one-command install · Source | |
| 357 | 88.8633 | knowall-ai-neo4j-agent-memorymcp · ai-agents | Stores entities and relationships in a Neo4j graph database with semantic search and temporal filtering, enabling persistent contextual memory for… | 69 stars · 14 forks | No one-command install · Source | |
| 358 | 88.8545 | githits-mcp-servermcp · ai-agents | Enables AI coding agents to search and access open-source code, documentation, and package information via a local MCP server. | 91 stars · 9 forks | No one-command install · Source | |
| 359 | 88.8303 | logic-pro-mcp-servermcp · ai-agents | Enables AI agents like Claude and Cursor to control Logic Pro for music production, including creating tracks, writing MIDI, operating transport and… | 66 stars · 15 forks | No one-command install · Source | |
| 360 | 88.8248 | codememmcp · ai-agents | Persistent memory MCP server that captures coding session context and automatically injects relevant memories into prompts using hybrid search for… | 71 stars · 13 forks | No one-command install · Source | |
| 361 | 88.8177 | elyin-codex-bridgemcp · ai-agents | Bridges Claude with OpenAI's Codex through the official CLI, enabling direct consultation, stdin-piped execution for CI/CD workflows, and batch… | 115 stars · 7 forks | No one-command install · Source | |
| 362 | 88.8078 | velesdb-memorymcp · ai-agents | Local-first agent-memory MCP server with a why() tool: recall a fact together with its connected subgraph (multi-hop), so linked memories surface even… | 90 stars · 9 forks | No one-command install · Source | |
| 363 | 88.7741 | earlmcp · ai-agents | Enables AI agents to safely interact with external services (HTTP, GraphQL, gRPC, Bash, SQL) using HCL templates and OS keychain secrets, preventing… | 113 stars · 7 forks | No one-command install · Source | |
| 364 | 88.7734 | aec-model-bridgemcp · ai-agents | Open, secure runtime that puts Revit, Rhino, Navisworks, and Power BI behind one MCP call center, enabling an AI agent to orchestrate them directly… | 59 stars · 20 forks | No one-command install · Source | |
| 365 | 88.7731 | gh-kirchuvakov-uefnmcp · ai-agents | Controls Unreal Editor for Fortnite from Claude Code with 28 tools for actors, assets, levels, viewport, and Python execution. | 68 stars · 14 forks | No one-command install · Source | |
| 366 | 88.7548 | ypollak2-llm-routermcp · ai-agents | Subscription-aware LLM router for Claude Code. Routes tasks to 20+ providers (OpenAI, Gemini, Groq, Ollama, Codex) based on complexity classification… | 76 stars · 11 forks | No one-command install · Source | |
| 367 | 88.7503 | itseasy21-knowledge-graphmcp · ai-agents | Provides persistent memory for Claude through a local knowledge graph that stores entities with observations and relations, enabling structured… | 61 stars · 18 forks | No one-command install · Source | |
| 368 | 88.7311 | incomestreamsurfer-roo-code-memory-bankmcp · ai-agents | Implements a file-based project context management system that maintains persistent memory across sessions through structured markdown files for… | 57 stars · 22 forks | No one-command install · Source | |
| 369 | 88.7301 | domdemetz-claude-soulmcp · ai-agents | Self-improving learning engine for Claude Code. Extracts signals from every session (corrections, successes, confusion), runs periodic reflections… | 88 stars · 9 forks | armory install domdemetz-claude-soul --cli claude | |
| 369 | 88.7301 | threejs-devtools-mcpmcp · ai-agents | MCP server for inspecting and modifying Three.js scenes in real time — 59 tools for objects, materials, shaders, textures, animations, performance… | 88 stars · 9 forks | No one-command install · Source | |
| 371 | 88.6940 | lennix1337-genexus-18mcp · ai-agents | MCP server for reading, editing, and analyzing GeneXus 18 knowledge base objects with AI agents. | 35 stars · 26 forks | No one-command install · Source | |
| 372 | 88.6802 | major7apps-pensyvemcp · ai-agents | Universal memory runtime for AI agents with episodic, semantic, and procedural memory. | 75 stars · 11 forks | No one-command install · Source | |
| 373 | 88.6368 | arthurpanhku-docsentinelmcp · ai-agents | MCP server for AI agent for cybersecurity: automate assessment of documents, questionnaires & reports. Multi-format parsing, RAG knowledge base,Risks… | 86 stars · 9 forks | No one-command install · Source | |
| 374 | 88.4657 | ukkit-memcordmcp · ai-agents | A MCP server that keeps your chat history organized and searchable—with AI-powered summaries, secure memory, and full control. | 72 stars · 11 forks | No one-command install · Source | |
| 375 | 88.4417 | mychatarchive-mcp-servermcp · ai-agents | Enables semantic search across your local AI conversation history (ChatGPT, Claude, etc.) and provides tools to retrieve context, capture thoughts… | 62 stars · 15 forks | No one-command install · Source | |
| 376 | 88.4375 | dsh-crewmcp · ai-agents | Enables dispatching work to DeepSeek Harness agents from Claude Code/Codex, with native progress UI, tier policy, and vision/image generation through… | 125 stars · 6 forks | No one-command install · Source | |
| 377 | 88.3833 | agentrelaymcp · ai-agents | Turns idle AI quota into verified microtask output by coordinating agents to publish, claim, and submit tasks with machine validation. | 65 stars · 13 forks | No one-command install · Source | |
| 378 | 88.3693 | qhdrl12-gemini-image-generatormcp · ai-agents | Enables AI image generation using Google's Gemini 2.0 Flash model with intelligent prompt engineering, automatic filename creation, and configurable… | 34 stars · 25 forks | No one-command install · Source | |
| 379 | 88.3364 | cortex-hubmcp · ai-agents | Self-hosted AI Agent Memory + Code Intelligence Platform providing persistent memory, AST-aware code search, and quality enforcement via a single MCP… | 58 stars · 17 forks | No one-command install · Source | |
| 380 | 88.2633 | iamsashank09-llm-wiki-kitmcp · ai-agents | Creates persistent AI-maintained wikis that ingest PDFs, URLs, and YouTube videos with cross-referencing. | 62 stars · 14 forks | No one-command install · Source | |
| 381 | 88.2294 | olaservo-shannon-thinkingmcp · ai-agents | Implements Claude Shannon's systematic problem-solving methodology to guide users through structured stages of complex problem breakdown and solution… | 69 stars · 11 forks | No one-command install · Source | |
| 382 | 88.1968 | claude-deep-researchmcp · ai-agents | Extends research capabilities by providing unified access to web and academic information through DuckDuckGo and Semantic Scholar integrations… | 63 stars · 13 forks | No one-command install · Source | |
| 383 | 88.1662 | pymupdf4llm-mcpmcp · ai-agents | MCP server for exporting PDF to markdown, optimized for LLM consumption. | 72 stars · 10 forks | No one-command install · Source | |
| 384 | 88.1151 | dramacraftmcp · ai-agents | Integrates with Jianying (CapCut) and Chinese LLMs to automate short drama video editing, including commentary generation, remix creation, and draft… | 16 stars · 31 forks | No one-command install · Source | |
| 385 | 88.0849 | patricksys-codebase-contextmcp · ai-agents | Local MCP server that shows AI agents which patterns your team actually uses, what files a change will affect, and when there is not enough context to… | 62 stars · 13 forks | No one-command install · Source | |
| 386 | 88.0705 | hermes-mcpmcp · ai-agents | An MCP server that allows Claude Desktop and other MCP clients to delegate tasks to a local Hermes Agent for automation and persistent operations. | 60 stars · 14 forks | No one-command install · Source | |
| 387 | 88.0026 | frida-game-hackingmcp · ai-agents | Provides Cheat Engine-like game hacking capabilities through Frida dynamic instrumentation for memory scanning, value modification, pattern matching… | 75 stars · 9 forks | No one-command install · Source | |
| 388 | 87.9916 | think-tankmcp · ai-agents | Provides structured reasoning and persistent knowledge graph capabilities for complex problem-solving with transparent thinking processes and memory… | 61 stars · 13 forks | No one-command install · Source | |
| 389 | 87.9100 | snyk-studio-mcpmcp · ai-agents | Embeds Snyk's security engines into agentic workflows. Secures AI-generated code in real-time and accelerates the fixing vulnerability backlogs. | 55 stars · 16 forks | No one-command install · Source | |
| 390 | 87.8398 | bitwig-mcp-servermcp · ai-agents | An MCP server that enables AI-powered music production by allowing Claude to control Bitwig Studio, including transport, mixer, and device controls. | 68 stars · 10 forks | No one-command install · Source | |
| 391 | 87.7881 | llmquant-datamcp · ai-agents | Access financial data including wiki articles, research papers, crypto and equity prices, macro indicators, and SEC filings via the LLMQuant platform. | 72 stars · 9 forks | No one-command install · Source | |
| 392 | 87.7657 | bunkerlab-net-mempalacemcp · ai-agents | Local-first memory palace for AI assistants with structured memories, knowledge graphs, and diary entries. | 61 stars · 12 forks | No one-command install · Source | |
| 393 | 87.7578 | nihalxkumar-arch-mcpmcp · ai-agents | Arch Linux MCP Server to the Arch Linux ecosystem of the Arch Wiki, AUR, and official repositories for AI-assisted Arch Linux usage on Arch and… | 55 stars · 15 forks | No one-command install · Source | |
| 394 | 87.7185 | cornmcpmcp · ai-agents | Enables AI coding agents to perform surgical code analysis, semantic memory, and quality enforcement via 18 specialized MCP tools, with a real-time… | 66 stars · 10 forks | No one-command install · Source | |
| 395 | 87.6946 | roadmap-skillmcp · ai-agents | Enables AI agents and humans to collaboratively plan and manage tasks with a shared kanban and dependency graph, all stored locally. | 77 stars · 8 forks | No one-command install · Source | |
| 396 | 87.6917 | andeya-ide-relaymcp · ai-agents | Provides a native desktop feedback window for pausing AI agent requests and collecting human input. | 71 stars · 9 forks | No one-command install · Source | |
| 397 | 87.6114 | nautexmcp · ai-agents | Integrates Nautex AI's specification and planning tool with coding agents to manage requirements, tasks, and code generation in small, testable steps. | 84 stars · 7 forks | No one-command install · Source | |
| 398 | 87.6016 | chriscarrollsmith-taskqueuemcp · ai-agents | Structured task management system that breaks down complex projects into manageable tasks with progress tracking, user approval checkpoints, and… | 70 stars · 9 forks | No one-command install · Source | |
| 399 | 87.5843 | agentloopmcp · ai-agents | MCP server that enables AI agents to run a deterministic orchestration loop with decomposition, subagent execution, and review feedback across… | 57 stars · 13 forks | No one-command install · Source | |
| 400 | 87.5408 | crazyrabbitltc-code-reviewmcp · ai-agents | Enables automated code reviews through multiple LLM providers by analyzing repository structures and evaluating code for security, performance… | 34 stars · 22 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.