Changelog

Every change to our test data, newest first (189 events: 136 new, 31 retested, 22 deprecated). Dates come from our test history.

Since last week · Follow updates (RSS) · Deprecations only (RSS)

New

Vercel MCP (official, remote) 2026-10-22 · score 33
ScrapingBee MCP (official, remote) 2026-10-22 · score 93
LM Studio MCP (community, samscarrow) 2026-10-22 · score 40
Ollama MCP (community, rawveg) 2026-10-22 · score 90
Mistral MCP (community, Swih) 2026-10-22 · score 100
Next.js DevTools MCP (official, Vercel) 2026-10-22 · score 90
ElevenLabs MCP (official, repo archived) 2026-10-22 · score 50
Bright Data MCP (official) 2026-10-22 · score 75
Hostinger API MCP (official) 2026-10-22 · score 100
DigitalOcean MCP (official, digitalocean-labs) 2026-10-22 · score 75
mcp-redis (npm) 2026-10-22 · score 75
Redis MCP (official, Redis) 2026-10-22 · score 100
PostgreSQL MCP (HenkDz) 2026-10-22 · score 80
Postgres MCP Pro (Crystal DBA) 2026-10-22 · score 60
PayPal (official) 2026-10-22 · score 60
Gmail (GongRzhe) 2026-10-22 · score 45
Twilio (alpha) 2026-10-22 · score 50
LINE Bot (official) 2026-10-22 · score 75
Sanity 2026-10-22 · score 40
HubSpot (official) 2026-10-22 · score 70
Google Drive (legacy reference) 2026-10-22 · score 50
Zotero 2026-10-22 · score 90
Atlassian (Jira/Confluence) 2026-10-22 · score 83
Obsidian 2026-10-22 · score 58
Railway (official) 2026-10-22 · score 40
Cloudflare 2026-10-22 · score 65
AWS KB Retrieval (legacy reference) 2026-10-22 · score 70
Kubernetes (Python) 2026-10-22 · score 23
Docker 2026-10-22 · score 53
AWS Core (AWS Labs) 2026-10-22 · score 10
Hugging Face Spaces 2026-10-22 · score 75
Yahoo Finance 2026-10-22 · score 83
Mapbox (official) 2026-10-22 · score 95
Google Maps (legacy reference) 2026-10-22 · score 45
AntV Chart 2026-10-22 · score 90
EverArt (legacy reference) 2026-10-22 · score 45
Blender MCP 2026-10-22 · score 95
Upstash (official) 2026-10-22 · score 65
Elasticsearch (official) 2026-10-22 · score 45
SQLite (npx) 2026-10-22 · score 80
Neon (official) 2026-10-22 · score 45
MySQL 2026-10-22 · score 60
MotherDuck / DuckDB (official) 2026-10-22 · score 70
ClickHouse (official) 2026-10-22 · score 100
Neo4j Cypher (official) 2026-10-22 · score 90
SQLite (legacy reference, Python) 2026-10-22 · score 45
Datadog 2026-10-22 · score 75
Currents 2026-10-22 · score 75
GitLab (zereight) 2026-10-22 · score 75
CircleCI (official) 2026-10-22 · score 75
Code Runner 2026-10-22 · score 80
Git (cyanheads) 2026-10-22 · score 100
GitLab (legacy reference) 2026-10-22 · score 50
codenib CodeGraph 2026-10-22 · score 65
mcpcap (PCAP analysis) 2026-10-22 · score 100
Serena 2026-10-22 · score 95
Tree-sitter 2026-10-22 · score 45
Sentry (legacy reference, Python) 2026-10-22 · score 45
Git (reference, Python) 2026-10-22 · score 100
Airbnb 2026-10-22 · score 90
Simple arXiv 2026-10-22 · score 80
Wikipedia 2026-10-22 · score 80
arXiv 2026-10-22 · score 100
DuckDuckGo Search 2026-10-22 · score 90
shadcn/ui 2026-10-22 · score 95
Shopify Dev (official) 2026-10-22 · score 100
AWS Documentation (AWS Labs) 2026-10-22 · score 100
Lara Translate 2026-10-22 · score 70
mcp-proxy (Python) 2026-10-22 · score 70
Calculator 2026-10-22 · score 85
Time (reference, Python) 2026-10-22 · score 100
Read Website Fast 2026-10-22 · score 100
Apify (official) 2026-10-22 · score 75
YouTube Transcript 2026-10-22 · score 75
npx fetch 2026-10-22 · score 75
Fetch (kazuph) 2026-10-22 · score 75
Fetcher MCP 2026-10-22 · score 80
Fetch (Python alt) 2026-10-22 · score 45
YouTube Transcript (Python) 2026-10-22 · score 45
MarkItDown (Microsoft) 2026-10-22 · score 100
Fetch (reference, Python) 2026-10-22 · score 100
Memory Keeper 2026-10-22 · score 25
Pinecone (official) 2026-10-22 · score 100
Knowledge Graph (itseasy21) 2026-10-22 · score 75
Knowledge Graph memory 2026-10-22 · score 80
lbrain agent memory 2026-10-22 · score 55
Memory (Python) 2026-10-22 · score 35
Chroma (official) 2026-10-22 · score 40
Neo4j Memory (official) 2026-10-22 · score 60
Qdrant (official) 2026-10-22 · score 90
Basic Memory 2026-10-22 · score 93
PDF (MCP) 2026-10-22 · score 70
Filesystem (cyanheads) 2026-10-22 · score 45
Office Word 2026-10-22 · score 33
Text Editor 2026-10-22 · score 90
Excel 2026-10-22 · score 100
Pandoc 2026-10-22 · score 83
Browser Tools (AgentDesk) 2026-10-22 · score 90
Playwright (Automata Labs) 2026-10-22 · score 75
Puppeteer (hisma fork) 2026-10-22 · score 75
Puppeteer MCP (community) 2026-10-22 · score 75
Browser MCP 2026-10-22 · score 53
Browser (agent-infra) 2026-10-22 · score 100
Playwright (Python) 2026-10-22 · score 35
Browser Use 2026-10-22 · score 80
mcp-remote (proxy) 2026-10-22 · score 100
21st.dev Magic 2026-10-22 · score 65
Figma Context MCP (Framelink) 2026-10-22 · score 75
Desktop Commander 2026-10-22 · score 100
Sentry (official) 2026-10-22 · score 53
Azure MCP (Microsoft) 2026-10-22 · score 100
Kubernetes (Flux159) 2026-10-22 · score 100
Netlify (official) 2026-10-22 · score 100
Heroku (official) 2026-10-22 · score 100
Exa 2026-10-22 · score 93
Tavily 2026-10-22 · score 100
Firecrawl 2026-10-22 · score 100
Stripe (official) 2026-10-22 · score 65
MongoDB (official) 2026-10-22 · score 100
Supabase (official) 2026-10-22 · score 60
Notion (official) 2026-10-22 · score 90
Context7 (Upstash) 2026-10-22 · score 100
Browserbase 2026-10-22 · score 75
Playwright MCP (ExecuteAutomation) 2026-10-22 · score 80
Chrome DevTools MCP (Google) 2026-10-22 · score 100
Playwright MCP (Microsoft) 2026-10-22 · score 100
Redis (legacy reference) 2026-10-22 · score 75
Postgres (legacy reference) 2026-10-22 · score 70
Slack (legacy reference) 2026-10-22 · score 50
Brave Search (legacy reference) 2026-10-22 · score 45
Puppeteer (legacy reference) 2026-10-22 · score 75
GitHub (legacy reference) 2026-10-22 · score 75
Everything (reference test server) 2026-10-22 · score 93
Sequential Thinking (reference) 2026-10-22 · score 93
Memory / knowledge graph (reference) 2026-10-22 · score 93
Filesystem (reference) 2026-10-22 · score 93

Retested

mcp-remote (proxy) 2026-10-22 · score 100
21st.dev Magic 2026-10-22 · score 65
Figma Context MCP (Framelink) 2026-10-22 · score 75
Desktop Commander 2026-10-22 · score 100
Sentry (official) 2026-10-22 · score 53
Azure MCP (Microsoft) 2026-10-22 · score 100
Kubernetes (Flux159) 2026-10-22 · score 100
Netlify (official) 2026-10-22 · score 100
Heroku (official) 2026-10-22 · score 100
Exa 2026-10-22 · score 93
Tavily 2026-10-22 · score 100
Firecrawl 2026-10-22 · score 100
Stripe (official) 2026-10-22 · score 65
MongoDB (official) 2026-10-22 · score 100
Supabase (official) 2026-10-22 · score 60
Notion (official) 2026-10-22 · score 90
Context7 (Upstash) 2026-10-22 · score 100
Browserbase 2026-10-22 · score 75
Playwright MCP (ExecuteAutomation) 2026-10-22 · score 80
Chrome DevTools MCP (Google) 2026-10-22 · score 100
Playwright MCP (Microsoft) 2026-10-22 · score 100
Redis (legacy reference) 2026-10-22 · score 75
Postgres (legacy reference) 2026-10-22 · score 70
Slack (legacy reference) 2026-10-22 · score 50
Brave Search (legacy reference) 2026-10-22 · score 45
Puppeteer (legacy reference) 2026-10-22 · score 75
GitHub (legacy reference) 2026-10-22 · score 75
Everything (reference test server) 2026-10-22 · score 93
Sequential Thinking (reference) 2026-10-22 · score 93
Memory / knowledge graph (reference) 2026-10-22 · score 93
Filesystem (reference) 2026-10-22 · score 93

Deprecated

Puppeteer (legacy reference) 2026-10-22 · score 75
GitHub (legacy reference) 2026-10-22 · score 75
Browserbase 2026-10-22 · score 75
Redis (legacy reference) 2026-10-22 · score 75
CircleCI (official) 2026-10-22 · score 75
Postgres (legacy reference) 2026-10-22 · score 70
AWS KB Retrieval (legacy reference) 2026-10-22 · score 70
Slack (legacy reference) 2026-10-22 · score 50
GitLab (legacy reference) 2026-10-22 · score 50
Google Drive (legacy reference) 2026-10-22 · score 50
ElevenLabs MCP (official, repo archived) 2026-10-22 · score 50
Brave Search (legacy reference) 2026-10-22 · score 45
Sentry (legacy reference, Python) 2026-10-22 · score 45
Tree-sitter 2026-10-22 · score 45
SQLite (legacy reference, Python) 2026-10-22 · score 45
Neon (official) 2026-10-22 · score 45
Elasticsearch (official) 2026-10-22 · score 45
EverArt (legacy reference) 2026-10-22 · score 45
Google Maps (legacy reference) 2026-10-22 · score 45
Railway (official) 2026-10-22 · score 40
Sanity 2026-10-22 · score 40
AWS Core (AWS Labs) 2026-10-22 · score 10