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@@ -66,11 +66,11 @@ Plugins that add AI-powered completion, chat, and refactoring to existing code e
 - [GitHub Copilot](https://github.com/features/copilot) — A VS Code extension with chat, pull request text generation, and unit test generation.
 - [Cline](https://marketplace.visualstudio.com/items?itemName=saoudrizwan.claude-dev) — Autonomous coding agent for VS Code that can create/edit files, execute commands, and use the browser with user permission. Supports multiple AI providers including OpenRouter, Anthropic, OpenAI, Google Gemini, AWS Bedrock, Azure, and GCP Vertex.
 - [Continue](https://continue.dev/) — VS Code extension with chat, refactor, and code generation. Edits multiple files and runs commands on your behalf.
-- [Tabnine](https://www.tabnine.com/) [(Source)](https://github.com/codota/TabNine) — Open source, self-hosted code completion assistant. Extensions for 15 editors including VS Code, IntelliJ, Neovim, Eclipse, and PyCharm.
+- [Tabnine](https://www.tabnine.com/) — Open source, self-hosted code completion assistant. Extensions for 15 editors including VS Code, IntelliJ, Neovim, Eclipse, and PyCharm.
 - [Supermaven](https://supermaven.com/) — VS Code extension for autocomplete with 300,000-token context window.
-- [Amazon Q Developer](https://aws.amazon.com/q/developer/build/?trk=fd6bb27a-13b0-4286-8269-c7b1cfaa29f0&sc_channel=el) — AI coding assistant with extensions for IDEs such as VS Code and IntelliJ IDEA. Amazon Q Developer IDE plugin has a number of Agents that can also scan code to highlight and define security issues (/review), write documentation (/doc), write unit tests (/test), and help you upgrade to later versions of Java (/transform) (formerly known as Amazon CodeWhisperer)
+- [Amazon Q Developer](https://aws.amazon.com/q/developer/build/?trk=fd6bb27a-13b0-4286-8269-c7b1cfaa29f0&sc_channel=el) — AI coding assistant for VS Code and JetBrains with code review, documentation, test generation, and Java upgrades. Formerly Amazon CodeWhisperer.
 - [JetBrains AI](https://www.jetbrains.com/ai/) — AI assistant available in all JetBrains IDEs.
-- [Refact AI](https://refact.ai/) [Source](https://github.com/smallcloudai/refact) — Open source assistant with chat, completion, refactoring, and codebase-specific fine-tuning. Extensions for VS Code and JetBrains.
+- [Refact AI](https://refact.ai/) — Open source assistant with chat, completion, refactoring, and codebase-specific fine-tuning. Extensions for VS Code and JetBrains.
 - [Tabby](https://tabbyml.github.io/tabby/) — Open source, self-hosted code completion assistant. Extensions for VS Code and Vim.
 - [Blackbox AI](https://www.useblackbox.io/) — VS Code extension with autocomplete and chat including links to online coding references.
 - [CodeGeeX](https://codegeex.cn/) — Open source assistant based on the CodeGeeX LLM with chat, completion, and refactoring. Extensions for 9 editors including VS Code, and PyCharm.
@@ -145,7 +145,7 @@ Lightweight command-line tools for AI-assisted commits, shell translation, and w
 - [IWE](https://github.com/iwe-org/iwe) — Markdown knowledge graph with CLI that gives AI agents structured access to your knowledge base — no vector database required.
 - [Hermes IDE](https://www.hermes-ide.com) — AI-powered shell wrapper for zsh, bash, and fish that adds ghost-text completions, autonomous task execution, full git management with worktrees, and multi-project sessions. Free and open source.
 - [resume-cli](https://github.com/inevolin/resume-cli) — CLI that aggregates recent sessions from Claude Code, Codex, and GitHub Copilot in one place. Pick a session and resume it in any of the three tools.
-- [codesight](https://github.com/Houseofmvps/codesight) — CLI token optimizer and AI context generator. Scans codebases to extract routes, schema, components, and dependencies for Claude Code, Cursor, Copilot, Codex, and Windsurf. 9x–13x token reduction, built-in MCP server, zero runtime dependencies. `npx codesight`
+- [codesight](https://github.com/Houseofmvps/codesight) — CLI token optimizer and AI context generator. Scans codebases to extract routes, schema, components, and dependencies for Claude Code, Cursor, Copilot, Codex, and Windsurf. 9x–13x token reduction, built-in MCP server, zero runtime dependencies.
 - [CLIRank](https://clirank.dev) — API directory scoring 387 APIs on agent-friendliness across 11 signals. Available as an MCP server (`clirank-mcp-server`) and REST API.
 - [prpack](https://github.com/Lucas2944/prpack) — Zero-dep CLI that packs a pull request (diff + commits + full post-change file contents) into one markdown file optimized for LLM code review. Drop the file into Claude / Cursor / your model. MIT.
 - [Marmot](https://marmot.sh) — Shell-native CLI that gives agents one command shape for AI, web search, scraping, and data enrichment across many providers. Designed for Claude Code, Codex, OpenCode, and similar harnesses; composes via shell pipes.
@@ -202,7 +202,7 @@ Tools that generate components, mockups, and frontend code from text prompts or
 - [BoringUi](https://www.boringui.xyz/) — Create beautiful UI using your JSON data. The generated UI is in HTML and Tailwind CSS with code which can be copied and UI can be shared with anyone using links.
 - [CSS Picker](https://csspicker.dev/) — Copy UI from Existing Design and Iterate with AI, support Copy CSS from website (by [CSS Picker Extension](https://chromewebstore.google.com/detail/csspicker-copy-css-from-w/laooinkgdapbcbjchpmihliljfnakkdh)), image to code and text to UI.
 - [Telex](https://telex.automatica.ai/) — AI-powered WordPress block and theme generator. Describe your idea and it builds WordPress blocks for you.
-- [Frontman](https://frontman.sh/) — Open-source AI coding agent that lives in your browser. Click any element, describe changes in plain English, get real code edits with hot reload. Supports Next.js, Vite (React, Vue, Svelte), and Astro. [Source](https://github.com/frontman-ai/frontman)
+- [Frontman](https://frontman.sh/) — Open-source AI coding agent that lives in your browser. Click any element, describe changes in plain English, get real code edits with hot reload. Supports Next.js, Vite (React, Vue, Svelte), and Astro.
 
 ### Coding Agents
 
@@ -217,7 +217,7 @@ Autonomous AI agents that work on existing codebases to fix bugs, refactor code,
 
 Tools for understanding, navigating, and getting answers about existing codebases:
 
-- [4DA / @4da/mcp-server](https://www.npmjs.com/package/@4da/mcp-server) — Desktop app + MCP server (36 tools) that gives AI coding assistants awareness of your tech stack, dependencies, and decisions. Scores content from HN, arXiv, Reddit, GitHub against your codebase. Live vulnerability scanning via OSV.dev. Privacy-first — everything stays local. `npx @4da/mcp-server`
+- [4DA / @4da/mcp-server](https://www.npmjs.com/package/@4da/mcp-server) — Desktop app + MCP server (36 tools) that gives AI coding assistants awareness of your tech stack, dependencies, and decisions. Scores content from HN, arXiv, Reddit, GitHub against your codebase. Live vulnerability scanning via OSV.dev. Privacy-first — everything stays local.
 - [Sourcegraph Cody](https://about.sourcegraph.com/cody) — Assistant with chat, refactoring, and unit test generation. Extensions for VS Code and IntelliJ. Also available as a web app.
 - [Unblocked](https://getunblocked.com/) — Augment source code with relevant existing knowledge in GitHub, Slack, Jira, Confluence, and more. Get answers through chat and IDE file-level context. Available on web, macOS, Slack, VS Code, and JetBrains IDEs.
 - [Magnet](https://www.magnet.run/) — AI-native workspace for building software with repositories and issues as context.
@@ -227,7 +227,7 @@ Tools for understanding, navigating, and getting answers about existing codebase
 - [Gru.ai](https://www.gru.ai/) — An AI developer can help you solve technical problems and tackle daily coding tasks, such as building algorithms, debugging issues, testing solutions, answering programming questions, etc.
 - [sudocode](https://sudocode.ai/) — Context management system for AI coding agents that creates organizational structures to track context over long-horizon tasks.
 - [sourcebook](https://github.com/maroondlabs/sourcebook) — CLI and MCP server that generates AGENTS.md/CLAUDE.md from static analysis of codebase structure, git history, and convention detection. Surfaces hub files, co-change coupling, and blast radius. No LLM required.
-- [Grasp](https://github.com/ashfordeOU/grasp) — Code architecture visualiser: paste any GitHub/GitLab URL → interactive dependency graph (9 layouts, 16 colour modes), A–F health score, security scanner (SARIF 2.1 export), blast radius, churn heatmap, ORM query map, and AI chat (15 providers). 116 MCP tools with Kuzu graph DB + SQLite brain. Zero data collection, everything runs locally. `npm install -g grasp-mcp-server`
+- [Grasp](https://github.com/ashfordeOU/grasp) — Code architecture visualizer: paste any GitHub/GitLab URL → interactive dependency graph (9 layouts, 16 colour modes), A–F health score, security scanner (SARIF 2.1 export), blast radius, churn heatmap, ORM query map, and AI chat (15 providers). 116 MCP tools with Kuzu graph DB + SQLite brain. Zero data collection, everything runs locally.
 - [Kasava](https://kasava.dev) - Parses codebases and reads every commit so progress reports cite real changes and feature plans are made with real architecture context.
 
 ### Database & SQL
@@ -464,7 +464,7 @@ Tools that generate commit messages and PR descriptions from diffs:
 Tools that auto-generate documentation, diagrams, and changelogs from source code:
 
 - [DiagramGPT](https://www.eraser.io/diagramgpt) — Free AI web app that generates flowcharts, ER diagrams, cloud architecture, and sequence diagrams from text or code.
-- [DocuPilot](https://docupilot-alpha.vercel.app) — GitHub App that auto-updates README, CHANGELOG, and API docs on every push using AI. [[GitHub](https://github.com/AkrMcmr/docupilot)]
+- [DocuPilot](https://docupilot-alpha.vercel.app) — GitHub App that auto-updates README, CHANGELOG, and API docs on every push using AI.
 - [DocuWriter.ai](https://www.docuwriter.ai/) — AI-powered web app to generate automated Code & API documentation from your source code files.
 - [README-AI](https://github.com/eli64s/readme-ai) — Automated README.md file generator, powered by large language model APIs.
 - [CodexAtlas](https://codedocumentation.app/) — Automated code and API documentation using latest AI models.