Blog
News, deep dives, and server roundups from the MCP ecosystem.
How to Let Claude Watch a Video (crv)
claude-real-video (crv) extracts scene-aware keyframes and a transcript from any video, locally, so Claude or any LLM can actually watch it. Free and MIT.
Self-Improving Claude Code Skills (2026)
Two open-source skills let Claude Code edit its own instructions: self-learning-skills writes new skills from hard-won fixes, token-diet trims token spend.
Figwright: Bidirectional Figma MCP (2026)
Figwright is a free, bidirectional Figma MCP server: 101 tools read designs and write back to the canvas, no Dev Mode seat, for Claude Code and Cursor.
Stop Claude From Inventing Jargon
Claude bakes undefined jargon like blast radius and clique into specs and plans. Why it happens, and the copy-paste fixes that make it write plainly.
Cursor Team MCP Marketplace (2026)
Cursor v3.10 lets admins configure Team MCP servers once and push them to cloud agents, the IDE, and CLI, scoped by org group. Setup steps and limits.
GitLost: GitHub Agent Prompt Injection
GitLost: a public GitHub Issue tricked GitHub's AI agent into leaking a private repo, no login needed. The one-word bypass, and why there's still no fix.
OpenTag: The @Agent Mention Gateway (2026)
OpenTag is an open-source gateway that routes Slack and GitHub @mentions to Codex or Claude Code, with approval gates and full audit trails.
Pydantic AI V2: Capabilities & Harness
Pydantic AI V2 ships one primitive, the capability, plus a new Harness library for memory, guardrails, and a coding agent Pydantic dogfoods on itself.
Rowboat: The Local-First AI Coworker (2026)
Rowboat is an open-source, local-first AI coworker: a knowledge graph in plain Markdown, built-in work surfaces, MCP support, and bring-your-own-model.
Let AI Agents Edit Office Files (2026)
OfficeCLI lets Claude and other AI agents read, edit, and create Word, Excel, and PowerPoint natively, with a built-in MCP server. Tested guide.
Omnigent: The Meta-Harness Explained (2026)
Omnigent is the open-source meta-harness Databricks built to run Claude Code, Codex, Cursor, and Pi behind one interface. Install, policies, and the verdict.
ZCode vs Claude Code: GLM-5.2 CLI (2026)
ZCode is Z.ai's GLM-5.2 coding agent, pitched as a Claude Code alternative. How its Goal Mode, execution modes, bots, and pricing actually compare.
Junie: JetBrains' AI Coding Agent (2026)
Junie is JetBrains' AI coding agent, now GA. It plans, debugs with the real IDE debugger, runs async, reviews PRs, and runs any model you bring.
Codex Remote: Control Codex From Your Phone
Codex Remote is GA: pair ChatGPT mobile with a Mac or Windows host over a QR relay, steer sessions from your phone, and provision a DigitalOcean host.
Shopify MCP: Complete Guide (2026)
Shopify MCP guide: connect Claude or Cursor to your store's Admin API — products, orders, customers, inventory. The 2026 auth change, install, recipes.
Claude Code Effort Levels Explained (2026)
Claude Code's effort level is a separate dial from model choice, and higher effort can mean ~7x more tokens. How to control cost without losing quality.
MCP Enterprise-Managed Authorization (2026)
MCP Enterprise-Managed Authorization (EMA) is stable: admins provision MCP servers through Okta SSO and ID-JAG tokens, no per-server consent screens.
Claude Code /checkup Explained (2026)
Claude Code's /checkup is the enhanced /doctor: dedupes CLAUDE.md, prunes unused skills/MCPs, splits bloated files, pre-approves safe commands.
How to Debug an MCP Server (2026 Guide)
MCP servers fail silently because JSON-RPC traffic is invisible by default. Compare MCP Inspector and mcpsnoop, then debug a real session step by step.
CLAUDE.md Drift and Maintenance (2026)
CLAUDE.md and AGENTS.md rot, and agents trust the stale file over your real code. The fix: dated rules, a monthly prune, and a verify-don't-trust rule.
How to Deploy & Host an MCP Server (2026)
A local MCP server only runs on your machine. To share it or use it in ChatGPT, you need Streamable HTTP and a host. Managed vs DIY, compared and verified.
Flint MCP: Complete Guide (2026)
Flint is Microsoft's chart intermediate language for AI agents. Install flint-chart-mcp, see all 5 tools, and how it compares to the MCP Apps spec.
Add Atlassian MCP to Codex CLI (2026)
How to add the Atlassian MCP server to Codex CLI: the exact codex mcp add command, config.toml block, and OAuth login flow to connect Jira and Confluence.
Stop Claude Code From Over-Engineering
Claude Code over-engineers: extra deps, needless abstraction, 200 lines for 50. Nine sourced techniques to make AI agents write less, simpler code.
10 ways to use the Claude brainstorming skill (2026)
Brainstorming skill cookbook: 10 design-first recipes for obra's Claude brainstorming skill — decompose scope, weigh approaches, gate code behind a spec.
MetaMCP: Self-Hosted MCP Gateway (2026)
MetaMCP is an open-source, self-hosted MCP gateway that aggregates many MCP servers into one endpoint with namespaces, middleware, and tool filtering.
Claude Sonnet 5 Explained (2026)
Claude Sonnet 5 launched June 30, 2026: 1M context, $2/$10 promo pricing, a new tokenizer that costs more per task, and benchmarks near Opus 4.8.
Best AI Coding Model in 2026: 4 Compared
Claude Sonnet 5, GPT-5.6 Sol, GLM-5.2 and Opus 4.8 compared for coding: price, context, benchmarks, and how to pick the best AI model in 2026.
21st.dev Magic MCP: Complete Guide (2026)
21st.dev Magic MCP turns /ui prompts into React components in Cursor, Claude Code & VS Code. Setup, API key, the four tools, recipes, and limits.
Zotero MCP: Complete Guide (2026)
Zotero MCP connects your reference library to Claude and AI agents: search papers, read metadata and full PDF text via uvx. Setup, the 3 tools, and limits.
Semgrep MCP: Complete Guide (2026)
Semgrep MCP server guide: run SAST scans on AI-generated code from Claude Code, Cursor and VS Code. Verified install, every tool, and the noise caveats.
Bruno MCP: Complete Guide (2026)
Bruno MCP server guide: run git-native .bru API collections from Claude. Install for Claude Code, Cursor & Codex, all 9 tools, reports + dry-run recipes.
Plane MCP: Complete Guide (2026)
Plane MCP server guide (2026): the official makeplane server (Python, hosted OAuth) vs the community Node server. Auth, install, tools, and agent recipes.
Freepik MCP: Complete Guide (2026)
Freepik MCP guide: the official server that gives Claude and Cursor Mystic image generation, icon search, and resource tools. Verified install plus cost notes.
Frida MCP: Complete Guide (2026)
Frida MCP guide: drive Frida's dynamic instrumentation from an AI agent — attach, hook functions, inspect memory — for authorized security research.
Todoist MCP: Complete Guide (2026)
Todoist MCP guide: connect Claude to your tasks with one API token, install for every client, all 19 tools, dry-run mode, and the gotchas to avoid.
X (Twitter) MCP Server: Official Guide 2026
X shipped a hosted MCP server at api.x.com/mcp. Connect Grok, Cursor, or Claude to the X API — search, bookmarks, trends, Articles. Setup, OAuth, pricing.
CrowdReply MCP: Rank Your Site in AI Search (2026)
CrowdReply MCP lets an AI agent audit and improve how your brand ranks in AI search — ChatGPT, Perplexity, Gemini, Claude. The tools, install, and honest limits.
Comfy MCP: Drive ComfyUI From Your AI Agent (2026)
Comfy MCP is ComfyUI's official MCP server: generate image, video, audio, and 3D on Comfy Cloud from Claude in plain language. The tools, install, and limits.
Claude fastapi skill: 10 backend endpoints you can ship
fastapi skill cookbook: 10 production-ready FastAPI patterns — async CRUD, JWT auth, Pydantic v2, background tasks, pytest, Docker — each as one Claude prompt.
Claude grafana skill: 10 dashboards you can ship as code
grafana skill cookbook: 10 real Grafana dashboards — service health, p95 latency, SLO burn-rate, multi-service templating, Loki logs — each as one Claude prompt.
Tauri skill: 10 desktop-app recipes that compile
Tauri skill cookbook: 10 real recipes — Rust commands, capability scoping, CSP hardening, typed IPC, cross-platform path APIs, the FS plugin — each one Claude prompt.
Claude Streamlit skill: 10 data apps you can ship
Streamlit skill cookbook: 10 real data apps — dashboards, an LLM chat UI, an editable data_editor table, a wizard form — each as one Claude prompt.
Claude mermaid skill: 10 diagrams from one prompt
mermaid skill cookbook: turn prose into syntactically correct Mermaid — flowchart, sequence, ERD, Gantt, state, class, C4, git-graph — 10 recipes, one prompt each.
TouchDesigner MCP Server: The Complete Guide (2026)
TouchDesigner MCP lets an AI agent build and edit your node network in real time. What it controls, the tools, install for Claude, and honest limits.
Safari MCP Server: The Complete Guide (2026)
Safari MCP server guide: native macOS browser automation for AI agents via AppleScript + a Safari extension. Install with npx safari-mcp and keep your real logins.
Codex CLI vs Qwen Code (2026)
Codex vs Qwen Code, head to head: proprietary GPT models vs open-weight Qwen, pricing, MCP support, local runs, and when to pick each terminal coding agent.
Software architecture skill: 10 reviews Claude can run
Software architecture skill cookbook: 10 architecture reviews Claude runs on your repo — bounded contexts, the utils-folder audit, monolith-vs-microservices, ADRs — grounded in Clean Architecture and DDD.
Claude keyword research skill: 10 SEO workflows you can run today
Keyword research skill cookbook: 10 Claude workflows — seed expansion, intent tagging, difficulty scoring, keyword clustering, content briefs, GEO query expansion — each with the table it returns.
a-stock-analysis skill：10 个 A股复盘场景（Claude 实战）
a股 skill 实战手册：10 个 A股分析场景——实时行情、分时量能、主力资金、涨停封单、持仓盈亏——每个都是一句 Claude 指令。仅供分析，不构成投资建议。
Best Database MCP Servers in 2026: Postgres, Mongo, Vector + more
The best database MCP servers for 2026 across relational, document, analytical, graph, and vector stores: Supabase, Postgres, Postgres MCP Pro, MySQL, DBHub, MongoDB, ClickHouse, Neo4j, Pinecone, DuckDB — and when to pick each.
Best MCP Servers for Design in 2026
The 9 best design MCP servers for 2026 — Figma Dev Mode, Framelink, Canva, Webflow, Penpot, Framer, Magic UI, shadcn/ui, MasterGo. What a design MCP server does and when to pick each.
Claude SEO Audit Skill Guide (2026)
SEO audit skill cookbook: 10 prompts that run a technical SEO audit, Core Web Vitals check, and competitor analysis in Claude, with the report each gives.
Claude Scientific Writing Skill Guide
Scientific writing skill cookbook: 10 research-paper drafting recipes — abstract, IMRAD methods, results, discussion, citations, journal formatting.
Claude DuckDB Skill Guide (2026)
DuckDB skill cookbook: 10 analytical SQL recipes — query a CSV, join Parquet, read JSON, remote Parquet over HTTP, window functions, pivot, export, SQLite.
Claude Remotion Skill Guide (2026)
Remotion skill cookbook: 10 real videos (title cards, bar-chart races, captioned talking-heads, lyric videos, Lambda renders) in one Claude prompt.
Claude Superpowers Skill Guide (2026)
Superpowers cookbook: 10 Claude Code workflows — brainstorm, plan, TDD, parallel agents, code review — each one prompt with the artifact it produces.
BioMCP Server: Complete Guide (2026)
BioMCP gives your AI agent structured access to PubMed, ClinicalTrials.gov, MyVariant.info and more. Install, tools, transports, and the gotchas.
Kubernetes MCP Server: Complete Guide
What a Kubernetes MCP server does, the main implementations compared (containers, feiskyer, strowk), install paths, transports, and the RBAC risks.
n8n MCP Server: Complete Guide (2026)
The n8n MCP server lets Claude build, validate, and run n8n workflows from a prompt. Install, tools, and how it differs from n8n's native MCP nodes.
MiniMax MCP Server: Complete Guide
MiniMax MCP server guide: text-to-speech, voice cloning, image and video generation from one agent. Install, the 8 tools, the API key + region host gotcha.
ElevenLabs MCP Server: Complete Guide
ElevenLabs MCP server guide: give your AI agent text-to-speech, voice cloning, sound effects, transcription, and voice-agent calls. Install, tools, key.
Supabase MCP Server: Complete Guide
Supabase MCP server guide: install, read-only mode, project scoping, the feature groups, and the prompt-injection risk you must mitigate before production.
Why Claude Felt Dumber (2026 Postmortem)
Claude Code felt worse for weeks in early 2026. Anthropic's postmortem named three harness bugs — not a model change. What happened, and what to do.
Microsoft MAI Coding Models Explained
Microsoft unveiled MAI-Code-1-Flash and MAI-Thinking-1 at Build 2026 — its first in-house coding and reasoning models, now landing in GitHub Copilot.
Agent Client Protocol vs MCP (2026)
ACP vs MCP: not rivals. MCP connects an agent to tools and data; ACP connects an editor to an agent. What each is for and how they stack in 2026.
OpenAI AgentKit Deprecation Guide (2026)
OpenAI is winding down Agent Builder and Evals by Nov 30, 2026. What's deprecated, the dates, where to migrate, and the lesson on vendor lock-in.
npm Supply-Chain Attacks & MCP (2026)
Installing an MCP server runs npx and pulls an npm dependency tree — so you inherit the 2026 supply-chain blast radius. The safe-install checklist.
Claude Code Memory MCP Servers (2026)
Four memory MCP servers compared so your coding agent stops re-explaining the codebase: Basic Memory, Beads, RAG Memory, Knowledge Graph Memory.
Claude Code vs Codex CLI (2026)
Claude Code vs OpenAI Codex CLI in 2026: model access, pricing, MCP, subagents, sandboxing, approval modes — when to switch and when to run both.
Claude Code Parallel Agents & Workflows
What /workflows and subagents actually do, the patterns that work (fan-out, worktrees, barriers), and the honest case for when serial beats parallel.
CLAUDE.md vs AGENTS.md vs Skills (2026)
What the evals actually say about instruction-file formats. AGENTS.md vs Skills vs CLAUDE.md — the conflicting evidence, and how to use them together.
Ableton MCP Server: Complete Guide (2026)
Ableton MCP guide: connect Claude to Ableton Live via uvx ableton-mcp + the MIDI Remote Script. Install, the socket setup, what it can and can't do, and the gotchas.
iOS Simulator MCP: Setup Guide (2026)
iOS Simulator MCP guide: let Claude tap, type, screenshot, and inspect the iOS simulator over IDB. Install for Claude Code, the tools, and the CVE to pin.
Airbnb MCP Server: Complete Guide (2026)
Airbnb MCP server guide: the openbnb @openbnb/mcp-server-airbnb package, two tools, no API key, MCPB one-click install, plus the ToS caveat nobody mentions.
Google Tag Manager MCP Server: Complete Guide (2026)
GTM MCP server guide: install Stape's Google Tag Manager MCP, the OAuth flow, automating tags, triggers, variables, and publishing from Claude, Cursor, and Codex.
Zustand skill: 10 store patterns you can ship
Zustand skill cookbook: 10 real store patterns — typed selectors, slices, persist + partialize, immer, async actions, Redux migration, devtools, Vitest — each as one Claude prompt.
Goose vs OpenCode (2026)
Goose vs OpenCode for AI coding in 2026: desktop+CLI agent with an extensions ecosystem vs a provider-agnostic terminal TUI. MCP setup, models, cost, and which to pick.
Aider vs OpenCode (2026)
Aider vs OpenCode for terminal AI coding in 2026: targeted git-commit edits vs a full agentic TUI, repo map, MCP support, models, and which one to pick. Honest, current.
NotebookLM MCP Server: Complete Guide (2026)
NotebookLM MCP server guide: connect Claude, Cursor, and Codex to Google NotebookLM via npx notebooklm-mcp. Install, auth, tools, transports, and the gotchas.
Outline MCP Server: Complete Setup Guide (2026)
Outline MCP server guide: official getoutline.com endpoint vs the vortiago/mcp-outline community server, install for Claude, Cursor, self-hosted, and tools.
Cline vs OpenCode (2026)
Cline vs OpenCode for AI coding in 2026: VS Code extension vs terminal agent, model support, MCP setup, cost, and which one to pick. Honest, current.
Drizzle skill: 10 schema + query patterns you can ship
Drizzle skills cookbook: 10 real Drizzle ORM patterns — pgTable schema, drizzle-kit migrations, typed joins, drizzle-zod, soft-delete, transactions, D1 port — each as one Claude prompt. Plus the Drizzle MCP angle.
Claude svg skill: 10 SVGs you can ship from one prompt
svg skill cookbook: 10 real SVGs (icons, charts, flow diagrams, animated loaders, sprite sheets) Claude generates from one prompt — built, validated, and cross-viewer checked by the svg-precision skill.
Telegram MCP Server: Complete Setup Guide (2026)
Telegram MCP guide 2026: MTProto auth with TG_APP_ID + TG_API_HASH, all five tools, why tg_send only drafts, install for Claude, Cursor, every client.
Serena MCP: Semantic Code Tools for Claude (2026 Guide)
Serena MCP gives Claude Code LSP-grade tools: find_symbol, replace_symbol_body, 40+ languages. Install via uv/uvx, recipes, dashboard and token gotchas.
MarkItDown MCP: Microsoft's File-to-Markdown Server Guide
MarkItDown MCP guide: pip/uvx/Docker installs for Claude, Cursor, VS Code, the convert_to_markdown tool, RAG recipes, and what it won't preserve.
Bitbucket MCP Server: Setup & PR Workflows (2026 Guide)
Bitbucket MCP guide: scoped API token auth, app-password sunset fixes, install for Claude Code, Cursor & Codex, PR review recipes, Atlassian official MCP.
Jira MCP Server Guide (2026): Official vs Community Setup
Which Jira MCP server to use in 2026: Atlassian's official Rovo MCP (OAuth 2.1) vs sooperset/mcp-atlassian for Server/DC. Setup, tools, JQL recipes.
Discord MCP Server: Bot Setup & Recipes (2026 Guide)
Discord MCP guide 2026: bot token + privileged intents setup, the 71-tool server, install for Claude Code & Desktop, moderation recipes, rate limits.
XcodeBuildMCP: Build & Test iOS Apps from Claude (2026)
XcodeBuildMCP complete guide 2026: build, run, and test iOS/macOS apps from Claude, Cursor, or Codex. Sentry acquisition history, install, tools, recipes.
Coolify MCP: Deploy & Manage Apps from Claude (2026)
Coolify MCP setup guide: API token auth, install for Claude Code, Cursor & Codex, all 42 tools, deploy-from-chat recipes, and Coolify's built-in /mcp.
FreeCAD MCP: AI-Driven CAD with Claude (2026 Guide)
FreeCAD MCP guide 2026: two-part install (FreeCAD addon + uvx server), all 11 tools, parametric part recipes, screenshot feedback loop, STEP/STL export.
Selenium MCP: Browser Automation from Claude (2026)
Install Angie Jones's Selenium MCP server in Claude, Cursor, and VS Code: every tool explained, three QA recipes, and when Playwright MCP fits better.
Cursor Codebase Indexing skill: 10 setup & tuning recipes
Cursor codebase indexing, tuned by a Claude skill: 10 recipes — .cursorignore rules, monorepo scoping, @Codebase queries, resync fixes, privacy audits.
Claude Himalaya Skill: Email from the Terminal (2026)
The himalaya skill lets Claude triage, search, draft, and file email via the Himalaya CLI — 10 copy-paste workflows, setup, and drafts-first safety rules.
Claude Confluence Skill: 10 Docs Workflows (2026)
Confluence skill for Claude: 10 AI documentation workflows — meeting notes to pages, CQL search, stale-doc audits, ADRs, release notes. One prompt each.
Awesome MCP Servers: 27 Picks That Are Actually Good (2026)
The awesome MCP servers list, curated: 27 picks across 11 categories — search, browsers, databases, git, messaging — and why each one earns its slot.
Superpowers for Claude Code: Still Worth It in 2026?
Superpowers taught Claude Code to plan before coding. Is the full plugin still worth its tokens after Fable 5? Our verdict, quotes, and modular installs.
Meta Ads MCP: Complete Setup Guide (2026)
Meta Ads MCP setup guide: Pipeboard token auth, remote endpoint, every tool, install for Claude, Cursor, Codex — and how Meta's official connector fits.
Bright Data MCP: Official Setup & Scraping Guide (2026)
Bright Data MCP guide 2026: hosted endpoint, API_TOKEN auth, free Rapid tier, Pro mode's 60+ tools, install for Claude, Cursor, Codex — plus cost traps.
PokePaste MCP: Build Pokémon Teams with Claude (2026)
What PokePaste is, plus the PokePaste MCP server that lets Claude draft VGC teams and ship pokepast.es links. Install guide, recipes, honest limits.
SEO MCP Servers: The 7 Best for Claude in 2026 (Ahrefs, Semrush + more)
What an SEO MCP server is and the 7 best for 2026: Ahrefs, Semrush, DataForSEO, Search Console, Bing Webmaster, KeywordsPeopleUse, FetchSERP. Free picks and when to use each.
Ahrefs vs Semrush vs DataForSEO MCP (2026 Comparison)
Ahrefs, Semrush, and DataForSEO MCP servers compared: auth, API units vs pay-as-you-go pricing, backlink and keyword coverage, and which to pick in 2026.
Codex MCP Not Working? Every Windows Fix (2026)
Codex won't load your MCP servers on Windows? Every verified fix: the -32601 startup crash, program not found, TOML path escaping, env vars, timeouts.
Fable 5 in Claude Code: Routing & Limits
Enable Fable 5 in Claude Code, route plan/execute work across Fable, Opus, and Haiku, override subagent models, and survive the June 22 usage-credit cliff.
AWS MCP Server Setup Guide (2026): Managed, GA, 15K APIs
AWS MCP Server went GA May 2026. One managed endpoint, 15,000+ AWS APIs, IAM + SigV4 auth, sandboxed Python. Setup for Claude Code, Cursor, Kiro, Codex.
Jina AI skill for Claude: 10 URL-to-Markdown recipes
Jina AI skill cookbook for Claude: 10 recipes — URL to Markdown with r.jina.ai, s.jina.ai search grounding, RAG ingestion, fact-checks — one prompt each.
text-to-lottie: The Viral Claude Lottie Animation Skill
text-to-lottie turns prompts into production-ready Lottie JSON via Claude Code or Codex. Verified install steps, 7 recipes, limitations, and FAQ.
TanStack AI MCP: Your MCP, Your Way (2026 Guide)
@tanstack/ai-mcp guide: host-side MCP client for TanStack AI. createMCPClient, pools, typegen CLI, managed chat() lifecycle, edge deploy, and vs Vercel AI SDK.
Base MCP: Give Your AI Agent a Wallet (2026 Guide)
Base MCP connects Claude, Cursor, Codex and ChatGPT to your Base Account wallet. Setup, x402 payments, DeFi plugins, spend guardrails, and legacy npm pitfalls.
Magenta RealTime 2: Open Live Music Model Guide
Magenta RealTime 2 guide for developers and musicians: Mac apps, AU plugins, MLX/JAX setup, open weights, MIDI/text/audio controls, latency, and caveats.
Ideogram 4.0: Open-Weight Image Model Guide
Ideogram 4.0 guide for developers: open-weight licensing, JSON prompting, local setup, MCP/API paths, pricing, and early community feedback.
Runway MCP: Complete Guide for Claude, ChatGPT, Cursor
Runway MCP setup and operations guide: connection flow, model access, billing, Streamable HTTP constraints, reliability practices, and production-ready workflows.
OpenAI Secure MCP Tunnels: Full Guide (2026)
How Secure MCP Tunnels connect private MCP servers to ChatGPT, Codex, and Responses API over outbound-only HTTPS. Architecture, setup, security, and hardening.
Windows-MCP: AI Computer Use on Windows (2026 Guide)
Windows-MCP plain-English guide: 19 tools that let Claude, Cursor or Codex click, type, screenshot, and shell on Windows. Install, security, real fixes.
MCP 2026-07-28: The Stateless Release Candidate, Explained
MCP 2026-07-28 release candidate: stateless core, MCP Apps + Tasks, auth hardening, deprecation policy. The actual SEPs, the migration, the contrarian view.
Antigravity 2.0: Google's 4-Surface Agent Platform Explained (2026)
Google's Antigravity 2.0 launch at I/O 2026: desktop app, CLI, SDK, IDE. What's new, who it's for, pricing tiers, and the 93-agent OS demo behind it.
Gemini CLI → Antigravity CLI: The 30-Day Migration Guide (2026)
Gemini CLI is being unified into Antigravity CLI. Personal users get 30 days. Install steps, what's migrated, what's not, and Enterprise carve-out — full guide.
Antigravity 2.0 vs Claude Code vs Cursor 2026: The Honest Comparison
Antigravity 2.0, Claude Code, and Cursor in 2026: side-by-side on multi-agent, MCP, pricing, scheduled tasks, and voice. Honest recommendation for each.
How 93 Agents Built an OS in 12 Hours: Antigravity 2.0's Viral Demo Explained (2026)
Google's Antigravity 2.0 + Gemini 3.5 Flash built a working OS from scratch with 93 parallel sub-agents, 15,314 model calls, and $916.92 in API credits. Inside the 7-role team and the 3 orchestration tricks that made it work.
Gemini 3.5 Flash Explained: The Model Powering Google Antigravity 2.0 (2026)
Gemini 3.5 Flash launched May 2026 at Google I/O: Terminal-Bench 76.2%, GDPval-AA 1656 Elo, 4x faster than peer frontier models. Benchmarks, availability, and the OS demo behind it.
SimilarWeb MCP: AI-Powered Competitive Research (2026)
SimilarWeb MCP complete guide 2026: API setup, every tool, competitive research recipes from Claude / Cursor / Codex, free tier vs paid limits.
DeepWiki MCP: Ask GitHub Repos Questions from AI (2026)
DeepWiki MCP complete guide: query any GitHub repo from Claude / Cursor / Codex. Install, tools, real recipes for learning new codebases via agent.
Desktop Commander MCP: Run Shell from Claude (2026 Guide)
Desktop Commander MCP complete guide 2026: shell + filesystem access for Claude / Cursor / Codex, every tool, real workflows, security patterns, Windows fixes.
Playwright MCP: Browser Automation for AI Agents (2026)
Playwright MCP guide 2026: Microsoft's @playwright/mcp, accessibility-tree snapshots, install for Claude Code, Cursor, OpenCode, real automation recipes.
Obsidian MCP Setup 2026: Local REST API Complete Guide
Obsidian MCP setup 2026: the Local REST API plugin, API key, install for Claude, Cursor, OpenCode, all tools and vault-search recipes.
DuckDuckGo MCP Server: Web Search from Claude (2026 Guide)
DuckDuckGo MCP server complete guide: free no-key web search, install for Claude Code, Cursor, OpenCode, bang-operator syntax, recipes, rate limits.
Datadog MCP Server: Complete Setup Guide for AI Ops (2026)
Datadog MCP complete guide 2026: DD_API_KEY + DD_APP_KEY auth, US/EU regions, every tool, dashboard recipes, install for Claude, Codex, Cursor.
Context7 MCP Server: Complete Setup Guide (2026)
Context7 MCP server complete guide: the @upstash/context7-mcp package, mcp.context7.com endpoint, install for Claude, Cursor, Codex, OpenCode, more.
AI Gateway 2026: Vercel vs Portkey vs OpenRouter vs LiteLLM
Best AI gateway 2026: compare Vercel AI Gateway, Portkey, OpenRouter, and LiteLLM on routing, observability, cost, and when each fits production AI apps.
TestRail Alternatives 2026: AI Test Management MCP
TestRail alternatives 2026: real MCP-friendly test management tools — Xray, qTest, Zephyr, PractiTest, TestomatIO. Pricing, agent fit, when each wins.
ChatGPT vs Claude vs Gemini vs Mistral: Best AI Chat 2026
Best AI chat agent 2026: compare ChatGPT, Claude, Gemini, and Mistral Le Chat on capability, pricing, agent features, and which one fits which job.
MCP Gateway 2026: Composio vs Docker vs MCPJungle vs Obot
Best MCP gateway 2026: compare Composio, Docker MCP Gateway, MCPJungle, and Obot on tool routing, auth, sandboxing, and which gateway fits which deployment.
MCP Apps vs OpenAI Apps SDK: AI App Standards 2026
MCP Apps vs OpenAI Apps SDK — two competing standards for server-rendered UI in AI chat. Spec details, vendor lock-in, when to pick which in 2026.
Apify vs Spider vs Firecrawl vs Crawlee: Web Scrapers 2026
Best web scraping platform 2026: compare Apify, Spider, Firecrawl, Crawlee, and ScrapeGraph on API vs library, AI extraction, pricing, and which fits which job.
Browserbase vs Browserless vs Hyperbrowser vs Anchor (2026)
Best headless browser for AI agents 2026: compare Browserbase, Browserless, Hyperbrowser, and Anchor on session management, scaling, MCP support, and pricing.
Best Auth for AI 2026: Auth0 vs Clerk vs WorkOS vs Stytch
Best auth provider for AI apps 2026: compare Auth0, Clerk, WorkOS, Stytch, and Descope on MCP OAuth, B2B SSO, dev experience, and pricing for AI workflows.
Best AI Agent Memory 2026: Mem0 vs Letta vs Zep vs Cognee
Best AI agent memory in 2026: compare Mem0, Letta, Zep, and Cognee on architecture, vector vs graph, retrieval quality, and when each wins long-running agents.
AI Ad Management 2026: Meta vs Google vs TikTok Ads MCP
AI ad management 2026: compare Meta, Google, and TikTok Ads MCP servers on auth, write scopes, budget caps, and how to let an agent run campaigns safely.
LangGraph vs CrewAI vs AutoGen vs Letta: Best Python Agents
Compare the best Python AI agent frameworks for 2026: LangGraph state machines, CrewAI roles, Letta memory, AutoGen dialogue. Pick by problem shape, not hype.
Jira vs Linear vs Trello vs Productboard: AI PM MCP 2026
Compare the four AI PM MCP servers — Jira, Linear, Trello, Productboard — on auth, query languages, agent failure modes, and when to use which in 2026.
Build MCP in Python: FastMCP vs FastAPI-MCP vs Python SDK
Building an MCP server in Python? Compare FastMCP, FastAPI-MCP, and the official Python SDK on ergonomics, transport, and when each fits best in 2026.
Best AI Agent 2026: Cowork vs ChatGPT vs Operator vs Manus
Best AI agent in 2026: compare Claude Cowork, ChatGPT Agents, OpenAI Operator, and Manus on capability, browser control, pricing, and real failure modes.
AI Code Sandbox 2026: Cloudflare vs Modal vs E2B vs Daytona
Best AI code sandbox in 2026: compare Cloudflare Container, Modal, E2B, and Daytona on cold start, GPU, MCP support, and which sandbox fits which agent job.
Claude Code Skills vs Subagents vs Plugins vs Hooks (2026)
Claude Code has four extension primitives. Compare Skills, Subagents, Plugins, and Hooks: what each is, real config examples, decision tree for picking right.
Best Vector Database for AI 2026: Pinecone, Qdrant, Chroma
The best vector database for AI in 2026: compare Pinecone, Qdrant, Chroma, Weaviate, and pgvector on latency, indexing, MCP support, and real workloads.
Best Knowledge Base MCP for AI: Notion, Outline, Confluence
The best knowledge base MCP for AI in 2026: compare Notion, Outline, Confluence, Bookstack, and Anytype on install, OAuth, search, and team workflows.
Goose vs Cline vs Aider vs Claude Code vs OpenCode (2026)
Five agent-flavored AI coding tools compared: Goose, Cline, Aider, Claude Code, OpenCode. License, install, MCP support, model choice, when to pick each.
Sentry vs Bugsnag vs Rollbar vs Honeybadger MCP (2026)
Four error-tracking platforms compared: Sentry, Bugsnag, Rollbar, Honeybadger. SDKs, OAuth, free tiers, MCP availability — when to pick each in 2026.
Firecrawl vs Anycrawl vs Crawlee vs Playwright (2026)
Four web scraping approaches compared: Firecrawl, Anycrawl, Crawlee, Playwright. APIs, OSS libraries, MCP support, when to pick each in 2026.
React Doctor: Lint the Bad React Your AI Agent Wrote
One npx command catches the bad React patterns AI agents keep writing — derived state, useEffect chains, array-index keys. Full rule map, real gotchas.
Claude Design vs Stitch vs v0 vs Figma Make
Five AI design tools compared: Anthropic Claude Design, Google Stitch, Vercel v0, Lovable, Figma Make. UI gen quality, deploy, MCP support, when to pick each.
Nano Banana vs DALL-E vs Midjourney vs Flux
Four AI image generators compared: Nano Banana Pro, DALL-E 3, Midjourney v8, Flux 2. Quality, price, MCP/skill support, when to pick each in 2026.
Cursor vs Windsurf vs Antigravity vs Kiro (2026)
Four AI coding IDEs compared: Cursor, Windsurf, Google Antigravity, AWS Kiro. Free tiers, models, MCP support, when to pick each in 2026.
drawio vs Excalidraw vs Mermaid vs Penpot
Four diagram + design skills and servers for Claude Code: drawio, Excalidraw, Mermaid, Penpot. When to pick each in 2026.
Best Web Search MCP Servers (2026)
Six web search MCP servers compared: DuckDuckGo, Tavily, Jina, Brave, Exa, SearXNG. Free vs paid, latency, install, when to pick each in 2026.
Godot vs Unity vs Blender MCP (2026)
Three game engine and 3D MCP options for Claude: Godot, Unity, Blender. What each does, install commands, recipes, when to pick each in 2026.
Best Language Skills for Claude Code (2026)
Five language skills for Claude Code compared: Flutter, Go, Rust, Kotlin, TypeScript. What each does, install commands, when to pick which in 2026.
Chrome DevTools vs Playwright vs Puppeteer MCP (2026)
Three browser automation MCP servers compared: install, OAuth, performance, when to pick each. Real benchmarks, sourced from official docs.
Datadog vs Grafana vs Sentry MCP (2026)
Three observability MCP servers compared: query languages, install, OAuth, free tier, when to pick each for AI agents in 2026.
Cursor Tab vs Copilot vs Codeium vs Tabnine vs Cody
Five AI autocomplete tools tested: Cursor Tab, GitHub Copilot, Codeium, Tabnine, Sourcegraph Cody. Pricing, latency, languages, when each wins.
Ollama vs LM Studio vs Jan vs vLLM (2026)
Five local LLM runtimes compared: Ollama, LM Studio, Jan, LocalAI, vLLM. Performance, MCP integration, OS support, when to pick each in 2026.
Replit vs Bolt vs Lovable vs v0 vs Mocha
Five AI app builders compared: Replit Agent, Bolt, Lovable, Vercel v0, Mocha. Pricing, framework support, MCP integration, when to use each in 2026.
Lovable MCP Server: Build From Claude, Cursor, or Codex (2026)
Lovable shipped its official MCP server May 7, 2026. The mcp.lovable.dev endpoint, OAuth flow, 50+ tools, and how to wire Claude, Cursor, or Codex.
Skills vs MCP vs Subagents vs CLI (2026)
Four ways to extend Claude in 2026: Skills, MCP, subagents, CLI. Decision matrix with verbatim quotes from Anthropic, Vercel, Cloudflare, and Simon Willison.
MCP Context Bloat Fix 2026 (Tool Search)
67k tokens before you type. Tool Search, Code Mode, and progressive disclosure — what each fix is, the verified numbers, and what to use today.
MCP Security 2026: OWASP Top 10 + CVEs
OX Security's 200k-server disclosure, the OWASP MCP Top 10, real CVEs (mcp-remote, Inspector, Cursor), prompt-injection patterns, and the hardening checklist.
Claude Code MCP on Windows: 2026 Fix Guide
The complete fix guide for running Claude Code with MCP on Windows 11. Two paths (WSL2 + native), every error, every workaround, sourced from GitHub issues.
Why Your Claude Skill Won't Activate (2026)
Skills only fire when descriptions match. The activation pipeline, the 8 silent-fail modes, and the rewrite pattern that pushes activation to ~100%.
Cross-Agent Skills: Portability in 2026
Which agents read SKILL.md natively, which need an adapter, which silently rewrite frontmatter, and which version of the spec each implements.
Claude Cowork & Managed Agents (2026)
Cowork, Managed Agents, and Claude Design — what each is, how they fit, and what the SaaSpocalypse and AWS-of-agents framings get right and wrong.
MCP Apps Spec 2026: Server-Rendered UI
MCP Apps lets servers return interactive UI inside chat. Decision guide: when ui:// is right, when text/JSON wins, sourced from the spec.
OAuth 2.1 for Remote MCP Servers (2026)
Auth engineer's guide to MCP OAuth 2.1: Streamable HTTP, RFC 9728 discovery, dynamic client registration, PKCE, scopes, refresh, revocation, gateway patterns.
Karpathy's CLAUDE.md, Annotated (2026)
Line-by-line annotation of Andrej Karpathy's viral CLAUDE.md template. Verbatim quotes from the source repo, what to keep, adapt, drop, plus a 50-line starter.
Matt Pocock's Skills: The npm Moment
mattpocock/skills hit 58k stars in weeks. Skill-by-skill walkthrough, audit of the 'npm moment' claim, and comparison vs other skill repos.
MCP Foundation 2026: Linux Foundation/AAIF
Anthropic donated MCP to the Linux Foundation. What was donated, who governs now, and what enterprises and developers should expect in 2026.
Pika MCP: Generate Videos in Claude With Pika Agents (2026)
Pika launched its MCP server in 2026. The endpoint, the OAuth flow, the 14 generation models behind it, and what your Pika Agent actually does inside Claude.
Meta Ads MCP and CLI: Inside Meta's Official AI Connectors
Meta shipped its official Ads MCP server and CLI on April 29, 2026. The endpoint, the 29 tools, the OAuth flow, and how it stacks up to community servers.
Context7 vs DeepWiki vs Ref Tools vs Docfork: Tested Comparison (2026)
Four docs-RAG MCP servers compared: license, free tier, pricing, install for 9 clients, when to pick each. Sourced from official docs only.
Claude Godot skill: 10 game prototypes you can ship today
Godot skill cookbook: 10 real Godot 4 prototypes (CharacterBody2D platformer, signal-driven shooter, FSM, Resource inventory, dialogue, terrain, mobile touch, ENet multiplayer, save/load, AnimationTree) — each as one Claude prompt.
Claude pdf-to-markdown skill: 10 PDF-to-MD pipelines that just work
pdf-to-markdown skill cookbook: 10 real PDF-to-MD pipelines (RAG ingestion, multi-column academic, image export, OCR fallback, bulk glob, version diff) — each as one Claude prompt with pymupdf4llm + docling.
Claude UI/UX Pro Max skill: 10 production interfaces in one prompt
UI/UX Pro Max skill cookbook: 10 real shadcn+Tailwind+Next.js interfaces (landing hero, pricing table, dashboard, form, modal, mobile nav, empty state, data table, onboarding, settings) — each as one Claude prompt.
Claude codex-cli skill: 10 ways to bridge Claude Code and OpenAI Codex CLI
codex-cli skill cookbook: 10 real bridges between Claude Code and OpenAI Codex CLI — codex exec subagents, parallel worktrees, MCP routing, skill reuse, second-opinion review, side-by-side benchmarks.
Claude ComfyUI workflow-builder skill: 10 node graphs in one prompt
ComfyUI skill cookbook: 10 real comfy workflow JSON files (txt2img, ControlNet, SDXL refiner, LoRA stack, AnimateDiff, IPAdapter) you can ship in one Claude prompt against your local Stable Diffusion server.
Claude capability-evolver skill: 10 self-improvement loops
openclaw capability-evolver cookbook: 10 self-improvement loops — log analysis, GEP genes, mutation strategies, review mode, rollback — each as one Claude prompt.
Claude patent-search skill: 10 prior-art and freedom-to-operate workflows
patent-search skill cookbook: 10 real prior-art, FTO, and patent-landscape workflows you can run in one Claude prompt against the PatentsView API.
Claude literature-review skill: 10 systematic-review pipelines you can ship today
Literature review skill cookbook: 10 PRISMA-grade pipelines (Semantic Scholar, arXiv, OpenAlex, PubMed) each in one Claude prompt — BibTeX, citation graphs, gap analysis, thesis-chapter draft.
Claude llama-cpp skill: 10 local-inference recipes you can ship today
llama.cpp skill cookbook: 10 real local-LLM recipes — build, llama-server, GGUF quantize, embeddings, RAG, GBNF function calling, llama-bench — each in one Claude prompt.
Claude Perplexity skill: 10 search-augmented LLM recipes
Perplexity skill cookbook: 10 Sonar API recipes — daily news brief, competitor scan, claim verification, cite-as-you-write, domain-filtered search — each as one Claude prompt.
Claude's Blender connector: the complete step-by-step guide
Anthropic's new Blender connector lets Claude debug scenes, batch-edit objects, and build Blender tools via Python. Full setup, prompts, gotchas.
Higgsfield MCP: Agentic Image and Video Generation (2026)
Higgsfield MCP gives Claude, OpenClaw, Hermes Agent and any MCP client agentic access to Seedance 2.0, GPT Image 2, Sora 2, Veo, Kling, and 30+ image and video models — no API keys.
Claude pptx skill: 10 PowerPoint decks you can ship
pptx skill cookbook: 10 real PowerPoint decks (board update, QBR, RFP, investor pitch, training) you can ship in one Claude prompt. Plus when to reach for the python-pptx MCP servers.
Claude Nano Banana Pro skill: 10 image use cases
Nano Banana Pro skill cookbook: 10 real images (hero, app icons, storybook, mockups, palette swaps) you can ship in one Claude prompt against Gemini 3 Pro Image. Plus when to reach for an MCP server.
drawio skill for Claude: 10 .drawio diagrams in one prompt
The drawio skill (draw.io / diagrams.net) for Claude, by example: 10 real .drawio files — AWS architecture, C4, OAuth sequence, ERD, network, PMP swim-lane, K8s, org chart, decision tree — each from one prompt.
Claude Flutter skill: 10 apps you can ship today
Claude Flutter skill cookbook: 10 real apps (CRUD, Firebase auth, go_router, Riverpod migration, platform channels, Flutter Web) you can scaffold in one Claude prompt.
Claude webapp-testing skill: 10 Playwright cookbook
webapp-testing skill cookbook: 10 real Playwright tests (smoke, auth, visual regression, network mocks, mobile, OAuth popups, perf, a11y, CI) each in one Claude prompt.
10 decks you can ship today with the Claude Slidev skill
Slidev skill cookbook: 10 real decks (RFC, postmortem, ADR, sprint review, workshop) you can ship in one Claude prompt. Plus when to reach for the Slidev MCP server.
Claude Code Skills: The Developer Guide
Master Claude Code skills to automate tasks. Learn to build SKILL.md files, manage local scripts, and optimize context tokens with agent skills.
Claude Code Best Practices: From Vibe Coding to Agentic Engineering (2026)
The developer's map to Claude Code: Commands, Agents, Skills, Hooks, MCP, and Memory. The orchestration pattern that beats one-shot prompting.
What is the Model Context Protocol? A Developer's Map (2026)
MCP is the JSON-RPC wire format that lets any LLM client talk to any tool server. One mental model, the smallest end-to-end example, the real gotchas.
Claude Sonnet 4.6 + MCP: What's New for AI Agents in 2026
Claude Sonnet 4.6 MCP integration brings 1M token context windows and enhanced tool calling. Discover what's new for AI agents in 2026.
MCP Security Flaw Exposes 200,000 Servers: What You Need to Know (April 2026)
MCP security vulnerability 2026: Ox Security reveals design flaw affecting 200,000+ servers. Learn mitigation steps, CVE details & Anthropic's response.
Top 10 Datadog MCP Server Alternatives for AI Observability in 2026
Discover the best Datadog MCP alternatives for AI observability in 2026. Compare features, installation, and use cases for 10+ MCP monitoring servers.
Meta Ads MCP: Run Facebook & Instagram Campaigns with AI (2026 Guide)
Complete Meta Ads MCP guide for running Facebook & Instagram campaigns via Claude/Cursor. Setup, automation, reporting & safety guardrails.
Grafana MCP Servers: AI-Powered Dashboards & Alerting in 2026
Complete guide to Grafana MCP servers for AI-powered dashboard creation, PromQL queries, and alert management. Official vs community options compared.
Best Discord MCP Servers: 7 Ways to Automate Your Server with AI (2026)
Discover the best Discord MCP servers for AI-powered bot automation, moderation, and community management. Setup guides, workflows, and security tips.
Best Documentation MCP Servers: Outline, Confluence, Notion & More (2026)
Best outline MCP servers for documentation in 2026: Outline, Notion, Confluence & more. Setup guides, features comparison & picking the right one.
Best Notion MCP Servers: Top 8 AI Integrations for Your Workspace (2026)
Discover the best Notion MCP servers for AI integration. Compare official & alternative servers, setup guides, workflows & security tips for 2026.
MCP Security Checklist for Teams in 2026
Least privilege, OAuth, database scopes & safe MCP defaults for engineering teams. Practical checklist plus server picks on FastMCP.
MCP Servers for Data Teams & Analytics in 2026
Postgres, Supabase, PostHog, GA4 & GitHub MCP servers for analysts and data engineers. Discover more on FastMCP.
Best MCP Servers for Cloud & Infrastructure in 2026
AWS, Docker, Kubernetes & Supabase MCP servers for cloud-native teams. Browse and install from FastMCP.
Top MCP Servers for Documentation & APIs in 2026
Context7, AWS docs, Mapbox, Firecrawl & more—MCP servers that keep AI answers aligned with real documentation on FastMCP.
Best MCP Servers for Observability & Monitoring in 2026
Connect Sentry, Datadog, PostHog & Google Analytics to your AI assistant. Best observability MCP servers on FastMCP.
Best MCP Servers for Windsurf & VS Code Copilot in 2026
Best MCP servers for Windsurf and VS Code Copilot: Playwright, Chrome DevTools, GitHub, Context7 & more. One-click install on FastMCP.
Most Popular MCP Tools in 2026 — What Developers Actually Use
The most popular MCP tools ranked by GitHub stars and real usage data. Developer tools, browser automation, databases and more.
OpenAI MCP Integration Guide — Connect Any Tool to ChatGPT and the Agents SDK
Complete guide to OpenAI MCP integration. Connect tools to ChatGPT Apps, Responses API, and Agents SDK with the Model Context Protocol.
Best MCP Servers for ChatGPT in 2026
The best MCP servers for ChatGPT. Connect GitHub, Slack, Notion, databases and more to ChatGPT with one-click install on FastMCP.
Best MCP Servers for Coding & Development in 2026
The best coding and development MCP servers for AI-assisted programming. Code analysis, debugging, deployment tools on FastMCP.
Top GitHub MCP Server Alternatives in 2026
Compare the best GitHub MCP alternatives for code management. GitLab, Linear, Jira integrations with one-click install on FastMCP.
Best MCP Servers for Slack & Communication in 2026
Connect your AI assistant to Slack, email, Discord, and more. The best communication MCP servers with one-click install on FastMCP.
Top DuckDuckGo MCP Alternatives in 2026
Compare the best DuckDuckGo MCP alternatives for web search. Exa, Brave Search, Tavily, and more with one-click install on FastMCP.
Top 10 Most Popular MCP Servers in 2026 — Based on Real Data
The 10 most popular MCP servers ranked by real usage data from 1,864+ servers on FastMCP. See what developers actually use in 2026.
Best Free MCP Servers in 2026 — Top Open Source Picks
The best free and open source MCP servers you can install today. No API keys needed. One-click install for Claude Desktop, Cursor, and VS Code.
Best MCP Servers for AI and Machine Learning in 2026
Discover the best AI and machine learning MCP servers. HuggingFace, OpenAI, LangChain integrations with one-click install for Claude, Cursor, VS Code.
Top Sequential Thinking MCP Alternatives in 2026
Explore alternatives to Sequential Thinking MCP for structured reasoning. Compare Thinking Tools, Clear Thought, and more on FastMCP.
Top MCP Servers for SEO
MCP servers are transforming how SEO professionals work by connecting AI assistants directly to SEO tools and data sources. Instead of
Top Playwright MCP Alternatives in 2026
Compare the best Playwright MCP alternatives for browser automation. Puppeteer, Chrome DevTools, Stagehand, and more with one-click install on FastMCP.
Best MCP Servers for Database & Supabase in 2026
Discover the best database MCP servers for Supabase, PostgreSQL, MySQL, MongoDB and more. One-click install for Claude Desktop, Cursor, and VS Code.
Top Puppeteer MCP Server Alternatives in 2026
Compare the best Puppeteer MCP alternatives for browser automation. Playwright, Chrome DevTools, Browserbase and more with one-click install on FastMCP.
OpenAI Launches Agent Skills for Codex — A Direct Challenge to Anthropic's MCP
OpenAI Launches Agent Skills for Codex — A Direct Challenge to Anthropic's MCP
OpenAI Finally Opens ChatGPT App Submissions — And It Changes Everything
OpenAI Finally Opens ChatGPT App Submissions — And It Changes Everything
Top MCP Feedback Enhanced Alternatives in 2026
Discover the best alternatives to MCP Feedback Enhanced for human-in-the-loop AI workflows. Compare Desktop Commander, Sequential Thinking, and more on FastMCP.
MCP Apps: The Interactive UI Revolution for AI Agents Is Here
MCP Apps: The Interactive UI Revolution for AI Agents Is Here
Google Antigravity: When Code Writes Itself While You Just Watch
Google Antigravity: When Code Writes Itself While You Just Watch
Top Context7 MCP Alternatives
Top Context7 MCP Alternatives
Revolution in MCP: How Code Changes the Game with AI Agents
Revolution in MCP: How Code Changes the Game with AI Agents
Claude Code Goes to the Web — Now You Can Code Right from Your Browser and iPhone
Claude Code Goes to the Web — Now You Can Code Right from Your Browser and iPhone
OpenAI AgentKit with MCP: A Revolution in AI Agent Development
OpenAI AgentKit with MCP: A Revolution in AI Agent Development. Find best MCP servers for OpenAI Agent Builder.
MCPMark: A Benchmark That Finally Shows Real AI Agent Capabilities
MCPMark: A Benchmark That Finally Shows Real AI Agent Capabilities
Anthropic Launches Claude Agent SDK — Now Everyone Can Build AI Agents
Anthropic Launches Claude Agent SDK — Now Everyone Can Build AI Agents
Claude Sonnet 4.5 — A New Era in AI Development
Claude Sonnet 4.5 — A New Era in AI Development
MCP vs A2A: Understanding AI Agent Protocols
MCP vs A2A: Understanding AI Agent Protocols
Chrome DevTools MCP: A New Era of AI-Powered Web Development Debugging
Chrome DevTools MCP: A New Era of AI-Powered Web Development Debugging
Apple Prepares Revolution: MCP Integration in macOS, iOS, ipadOS
Apple Prepares Revolution: MCP Integration in macOS, iOS, ipadOS
Google Announces Revolutionary Agent Payments Protocol (AP2)
Google Announces Revolutionary Agent Payments Protocol (AP2)
GPT-5-Codex: The Revolution in Agentic Programming
GPT-5-Codex: The Revolution in Agentic Programming
ChatGPT Developer Mode: Full Access to MCP Connectors
ChatGPT Developer Mode: Full Access to MCP Connectors
Revolutionary Development: Sub Agents in Claude Code — A New Level of Specialized AI Assistants
Revolutionary Development: Sub Agents in Claude Code — A New Level of Specialized AI Assistants
Amazon just dropped S3 Vectors - and this could actually shake up the entire AI dev space
Amazon just dropped S3 Vectors - and this could actually shake up the entire AI dev space
ChatGPT Agent: The Real Deal or Just Another AI Hype Train?
ChatGPT Agent: The Real Deal or Just Another AI Hype Train?
Building MCP Servers with .NET: From Development to Publication
Building MCP Servers with .NET: From Development to Publication
Anthropic Launches Connector Directory for Claude — AI Can Now Work with Your Favorite Services
Anthropic Launches Connector Directory for Claude — AI Can Now Work with Your Favorite Services
ChatGPT Connectors: The Enterprise AI Game-Changer You've Been Waiting For
ChatGPT Connectors: The Enterprise AI Game-Changer You've Been Waiting For
Microsoft Drops a Free Model Context Protocol Course with Hands-On Python, C#, and Java Practice
Microsoft Drops a Free Model Context Protocol Course with Hands-On Python, C#, and Java Practice
Claude Code Hooks
Claude Code Hooks - Customize and extend Claude Code’s behavior by registering shell commands
ChatGPT new recording mode
ChatGPT's new recording mode for voice transcription and meeting summaries. Works with Zoom, Google Meet, Teams. Available only for Team subscription on macOS
Claudia — interface and tools for Claude Code
Claudia is a free, open-source interface for Claude Code with session management, save/rollback features, custom agents, background mode, and dashboard. Availab
Which LLM is best for my use case?
Which LLM is best for my use case?
Google Gemini CLI: Open-Source AI Agent That Lives in Your Terminal
Google launches Gemini CLI, an open-source AI agent for terminals with 60 requests/minute free tier, Google Search integration, and MCP support for developers
Cursor In Browser
Cursor Agent is now available on web and mobile devices. Background task execution, cross-platform access, Slack integration, and seamless team collaboration fo
How One Technology Accidentally Changed the Rules of the Game for All Apps
Discover how Model Context Protocol (MCP) accidentally became a universal plugin system that's revolutionizing app development. Learn why this AI technology is
Claude Desktop Extensions (DXT) — Making MCP Servers Actually Usable
claude, mcp, dxt, Claude Desktop Extensions