# TestedMCP > Directory of MCP servers scored 0-100 by repeatable automated tests (install, MCP handshake, maintenance, docs, license). Key facts (computed from https://testedmcp.com/data/scored.json): - Servers listed: 136; tested: 136; test dates: 2026-10-22 to 2026-10-22. - Quotable: 22 of 136 tested MCP servers are deprecated (npm/PyPI) or archived, as of 2026-10-22. - 81 of 136 completed an MCP handshake with no credentials. Mean score 75/100. Licence: the data (https://testedmcp.com/data/) is CC BY 4.0 (https://creativecommons.org/licenses/by/4.0/). Attribute to testedmcp.com, e.g. "Data by testedmcp.com". ## Key pages - [All tested servers](https://testedmcp.com/) - [Deprecated MCP servers](https://testedmcp.com/deprecated/) - [Best free MCP servers by category](https://testedmcp.com/best/free/) - [MCP servers with local models (guides; local-model tests not yet run)](https://testedmcp.com/local/) - [/best/free/browser-automation-mcp-servers/](https://testedmcp.com/best/free/browser-automation-mcp-servers/) - [/best/free/filesystem-mcp-servers/](https://testedmcp.com/best/free/filesystem-mcp-servers/) - [/best/free/web-search-mcp-servers/](https://testedmcp.com/best/free/web-search-mcp-servers/) - [/best/free/database-mcp-servers/](https://testedmcp.com/best/free/database-mcp-servers/) - [/best/free/deployment-mcp-servers/](https://testedmcp.com/best/free/deployment-mcp-servers/) - [Methodology](https://testedmcp.com/methodology/) - [Best MCP server for browser automation](https://testedmcp.com/best/browser-automation-mcp-servers/) - [Raw data JSON](https://testedmcp.com/data/scored.json) ## Servers - [Playwright MCP (Microsoft)](https://testedmcp.com/tools/playwright-mcp-microsoft/): 100/100, tested 2026-10-22 - [Chrome DevTools MCP (Google)](https://testedmcp.com/tools/chrome-devtools-mcp-google/): 100/100, tested 2026-10-22 - [Context7 (Upstash)](https://testedmcp.com/tools/context7-upstash/): 100/100, tested 2026-10-22 - [MongoDB (official)](https://testedmcp.com/tools/mongodb-official/): 100/100, tested 2026-10-22 - [Tavily](https://testedmcp.com/tools/tavily/): 100/100, tested 2026-10-22 - [Firecrawl](https://testedmcp.com/tools/firecrawl/): 100/100, tested 2026-10-22 - [Kubernetes (Flux159)](https://testedmcp.com/tools/kubernetes-flux159/): 100/100, tested 2026-10-22 - [Heroku (official)](https://testedmcp.com/tools/heroku-official/): 100/100, tested 2026-10-22 - [Netlify (official)](https://testedmcp.com/tools/netlify-official/): 100/100, tested 2026-10-22 - [Desktop Commander](https://testedmcp.com/tools/desktop-commander/): 100/100, tested 2026-10-22 - [Azure MCP (Microsoft)](https://testedmcp.com/tools/azure-mcp-microsoft/): 100/100, tested 2026-10-22 - [mcp-remote (proxy)](https://testedmcp.com/tools/mcp-remote-proxy/): 100/100, tested 2026-10-22 - [Browser (agent-infra)](https://testedmcp.com/tools/browser-agent-infra/): 100/100, tested 2026-10-22 - [Excel](https://testedmcp.com/tools/excel/): 100/100, tested 2026-10-22 - [Pinecone (official)](https://testedmcp.com/tools/pinecone-official/): 100/100, tested 2026-10-22 - [Fetch (reference, Python)](https://testedmcp.com/tools/fetch-reference-python/): 100/100, tested 2026-10-22 - [MarkItDown (Microsoft)](https://testedmcp.com/tools/markitdown-microsoft/): 100/100, tested 2026-10-22 - [Read Website Fast](https://testedmcp.com/tools/read-website-fast/): 100/100, tested 2026-10-22 - [Time (reference, Python)](https://testedmcp.com/tools/time-reference-python/): 100/100, tested 2026-10-22 - [AWS Documentation (AWS Labs)](https://testedmcp.com/tools/aws-documentation-aws-labs/): 100/100, tested 2026-10-22 - [Shopify Dev (official)](https://testedmcp.com/tools/shopify-dev-official/): 100/100, tested 2026-10-22 - [arXiv](https://testedmcp.com/tools/arxiv/): 100/100, tested 2026-10-22 - [Git (reference, Python)](https://testedmcp.com/tools/git-reference-python/): 100/100, tested 2026-10-22 - [mcpcap (PCAP analysis)](https://testedmcp.com/tools/mcpcap-pcap-analysis/): 100/100, tested 2026-10-22 - [Git (cyanheads)](https://testedmcp.com/tools/git-cyanheads/): 100/100, tested 2026-10-22 - [ClickHouse (official)](https://testedmcp.com/tools/clickhouse-official/): 100/100, tested 2026-10-22 - [Redis MCP (official, Redis)](https://testedmcp.com/tools/redis-mcp-official-redis/): 100/100, tested 2026-10-22 - [Hostinger API MCP (official)](https://testedmcp.com/tools/hostinger-api-mcp-official/): 100/100, tested 2026-10-22 - [Mistral MCP (community, Swih)](https://testedmcp.com/tools/mistral-mcp-community-swih/): 100/100, tested 2026-10-22 - [shadcn/ui](https://testedmcp.com/tools/shadcn-ui/): 95/100, tested 2026-10-22 - [Serena](https://testedmcp.com/tools/serena/): 95/100, tested 2026-10-22 - [Blender MCP](https://testedmcp.com/tools/blender-mcp/): 95/100, tested 2026-10-22 - [Mapbox (official)](https://testedmcp.com/tools/mapbox-official/): 95/100, tested 2026-10-22 - [Sequential Thinking (reference)](https://testedmcp.com/tools/sequential-thinking-reference/): 93/100, tested 2026-10-22 - [Memory / knowledge graph (reference)](https://testedmcp.com/tools/memory-knowledge-graph-reference/): 93/100, tested 2026-10-22 - [Filesystem (reference)](https://testedmcp.com/tools/filesystem-reference/): 93/100, tested 2026-10-22 - [Everything (reference test server)](https://testedmcp.com/tools/everything-reference-test-server/): 93/100, tested 2026-10-22 - [Exa](https://testedmcp.com/tools/exa/): 93/100, tested 2026-10-22 - [Basic Memory](https://testedmcp.com/tools/basic-memory/): 93/100, tested 2026-10-22 - [ScrapingBee MCP (official, remote)](https://testedmcp.com/tools/scrapingbee-mcp-official-remote/): 93/100, tested 2026-10-22 - [Notion (official)](https://testedmcp.com/tools/notion-official/): 90/100, tested 2026-10-22 - [Browser Tools (AgentDesk)](https://testedmcp.com/tools/browser-tools-agentdesk/): 90/100, tested 2026-10-22 - [Text Editor](https://testedmcp.com/tools/text-editor/): 90/100, tested 2026-10-22 - [Qdrant (official)](https://testedmcp.com/tools/qdrant-official/): 90/100, tested 2026-10-22 - [DuckDuckGo Search](https://testedmcp.com/tools/duckduckgo-search/): 90/100, tested 2026-10-22 - [Airbnb](https://testedmcp.com/tools/airbnb/): 90/100, tested 2026-10-22 - [Neo4j Cypher (official)](https://testedmcp.com/tools/neo4j-cypher-official/): 90/100, tested 2026-10-22 - [AntV Chart](https://testedmcp.com/tools/antv-chart/): 90/100, tested 2026-10-22 - [Zotero](https://testedmcp.com/tools/zotero/): 90/100, tested 2026-10-22 - [Next.js DevTools MCP (official, Vercel)](https://testedmcp.com/tools/next-js-devtools-mcp-official-vercel/): 90/100, tested 2026-10-22 - [Ollama MCP (community, rawveg)](https://testedmcp.com/tools/ollama-mcp-community-rawveg/): 90/100, tested 2026-10-22 - [Calculator](https://testedmcp.com/tools/calculator/): 85/100, tested 2026-10-22 - [Pandoc](https://testedmcp.com/tools/pandoc/): 83/100, tested 2026-10-22 - [Yahoo Finance](https://testedmcp.com/tools/yahoo-finance/): 83/100, tested 2026-10-22 - [Atlassian (Jira/Confluence)](https://testedmcp.com/tools/atlassian-jira-confluence/): 83/100, tested 2026-10-22 - [Playwright MCP (ExecuteAutomation)](https://testedmcp.com/tools/playwright-mcp-executeautomation/): 80/100, tested 2026-10-22 - [Browser Use](https://testedmcp.com/tools/browser-use/): 80/100, tested 2026-10-22 - [Knowledge Graph memory](https://testedmcp.com/tools/knowledge-graph-memory/): 80/100, tested 2026-10-22 - [Fetcher MCP](https://testedmcp.com/tools/fetcher-mcp/): 80/100, tested 2026-10-22 - [Wikipedia](https://testedmcp.com/tools/wikipedia/): 80/100, tested 2026-10-22 - [Simple arXiv](https://testedmcp.com/tools/simple-arxiv/): 80/100, tested 2026-10-22 - [Code Runner](https://testedmcp.com/tools/code-runner/): 80/100, tested 2026-10-22 - [SQLite (npx)](https://testedmcp.com/tools/sqlite-npx/): 80/100, tested 2026-10-22 - [PostgreSQL MCP (HenkDz)](https://testedmcp.com/tools/postgresql-mcp-henkdz/): 80/100, tested 2026-10-22 - [Puppeteer (legacy reference)](https://testedmcp.com/tools/puppeteer-legacy-reference/): 75/100, tested 2026-10-22, deprecated - [GitHub (legacy reference)](https://testedmcp.com/tools/github-legacy-reference/): 75/100, tested 2026-10-22, deprecated - [Browserbase](https://testedmcp.com/tools/browserbase/): 75/100, tested 2026-10-22, deprecated - [Redis (legacy reference)](https://testedmcp.com/tools/redis-legacy-reference/): 75/100, tested 2026-10-22, deprecated - [Figma Context MCP (Framelink)](https://testedmcp.com/tools/figma-context-mcp-framelink/): 75/100, tested 2026-10-22 - [Puppeteer MCP (community)](https://testedmcp.com/tools/puppeteer-mcp-community/): 75/100, tested 2026-10-22 - [Playwright (Automata Labs)](https://testedmcp.com/tools/playwright-automata-labs/): 75/100, tested 2026-10-22 - [Puppeteer (hisma fork)](https://testedmcp.com/tools/puppeteer-hisma-fork/): 75/100, tested 2026-10-22 - [Knowledge Graph (itseasy21)](https://testedmcp.com/tools/knowledge-graph-itseasy21/): 75/100, tested 2026-10-22 - [npx fetch](https://testedmcp.com/tools/npx-fetch/): 75/100, tested 2026-10-22 - [Fetch (kazuph)](https://testedmcp.com/tools/fetch-kazuph/): 75/100, tested 2026-10-22 - [Apify (official)](https://testedmcp.com/tools/apify-official/): 75/100, tested 2026-10-22 - [YouTube Transcript](https://testedmcp.com/tools/youtube-transcript/): 75/100, tested 2026-10-22 - [CircleCI (official)](https://testedmcp.com/tools/circleci-official/): 75/100, tested 2026-10-22, deprecated - [GitLab (zereight)](https://testedmcp.com/tools/gitlab-zereight/): 75/100, tested 2026-10-22 - [Currents](https://testedmcp.com/tools/currents/): 75/100, tested 2026-10-22 - [Datadog](https://testedmcp.com/tools/datadog/): 75/100, tested 2026-10-22 - [Hugging Face Spaces](https://testedmcp.com/tools/hugging-face-spaces/): 75/100, tested 2026-10-22 - [LINE Bot (official)](https://testedmcp.com/tools/line-bot-official/): 75/100, tested 2026-10-22 - [mcp-redis (npm)](https://testedmcp.com/tools/mcp-redis-npm/): 75/100, tested 2026-10-22 - [DigitalOcean MCP (official, digitalocean-labs)](https://testedmcp.com/tools/digitalocean-mcp-official-digitalocean-labs/): 75/100, tested 2026-10-22 - [Bright Data MCP (official)](https://testedmcp.com/tools/bright-data-mcp-official/): 75/100, tested 2026-10-22 - [Postgres (legacy reference)](https://testedmcp.com/tools/postgres-legacy-reference/): 70/100, tested 2026-10-22, deprecated - [PDF (MCP)](https://testedmcp.com/tools/pdf-mcp/): 70/100, tested 2026-10-22 - [mcp-proxy (Python)](https://testedmcp.com/tools/mcp-proxy-python/): 70/100, tested 2026-10-22 - [Lara Translate](https://testedmcp.com/tools/lara-translate/): 70/100, tested 2026-10-22 - [MotherDuck / DuckDB (official)](https://testedmcp.com/tools/motherduck-duckdb-official/): 70/100, tested 2026-10-22 - [AWS KB Retrieval (legacy reference)](https://testedmcp.com/tools/aws-kb-retrieval-legacy-reference/): 70/100, tested 2026-10-22, deprecated - [HubSpot (official)](https://testedmcp.com/tools/hubspot-official/): 70/100, tested 2026-10-22 - [Stripe (official)](https://testedmcp.com/tools/stripe-official/): 65/100, tested 2026-10-22 - [21st.dev Magic](https://testedmcp.com/tools/21st-dev-magic/): 65/100, tested 2026-10-22 - [codenib CodeGraph](https://testedmcp.com/tools/codenib-codegraph/): 65/100, tested 2026-10-22 - [Upstash (official)](https://testedmcp.com/tools/upstash-official/): 65/100, tested 2026-10-22 - [Cloudflare](https://testedmcp.com/tools/cloudflare/): 65/100, tested 2026-10-22 - [Supabase (official)](https://testedmcp.com/tools/supabase-official/): 60/100, tested 2026-10-22 - [Neo4j Memory (official)](https://testedmcp.com/tools/neo4j-memory-official/): 60/100, tested 2026-10-22 - [MySQL](https://testedmcp.com/tools/mysql/): 60/100, tested 2026-10-22 - [PayPal (official)](https://testedmcp.com/tools/paypal-official/): 60/100, tested 2026-10-22 - [Postgres MCP Pro (Crystal DBA)](https://testedmcp.com/tools/postgres-mcp-pro-crystal-dba/): 60/100, tested 2026-10-22 - [Obsidian](https://testedmcp.com/tools/obsidian/): 58/100, tested 2026-10-22 - [lbrain agent memory](https://testedmcp.com/tools/lbrain-agent-memory/): 55/100, tested 2026-10-22 - [Sentry (official)](https://testedmcp.com/tools/sentry-official/): 53/100, tested 2026-10-22 - [Browser MCP](https://testedmcp.com/tools/browser-mcp/): 53/100, tested 2026-10-22 - [Docker](https://testedmcp.com/tools/docker/): 53/100, tested 2026-10-22 - [Slack (legacy reference)](https://testedmcp.com/tools/slack-legacy-reference/): 50/100, tested 2026-10-22, deprecated - [GitLab (legacy reference)](https://testedmcp.com/tools/gitlab-legacy-reference/): 50/100, tested 2026-10-22, deprecated - [Google Drive (legacy reference)](https://testedmcp.com/tools/google-drive-legacy-reference/): 50/100, tested 2026-10-22, deprecated - [Twilio (alpha)](https://testedmcp.com/tools/twilio-alpha/): 50/100, tested 2026-10-22 - [ElevenLabs MCP (official, repo archived)](https://testedmcp.com/tools/elevenlabs-mcp-official-repo-archived/): 50/100, tested 2026-10-22, deprecated - [Brave Search (legacy reference)](https://testedmcp.com/tools/brave-search-legacy-reference/): 45/100, tested 2026-10-22, deprecated - [Filesystem (cyanheads)](https://testedmcp.com/tools/filesystem-cyanheads/): 45/100, tested 2026-10-22 - [Fetch (Python alt)](https://testedmcp.com/tools/fetch-python-alt/): 45/100, tested 2026-10-22 - [YouTube Transcript (Python)](https://testedmcp.com/tools/youtube-transcript-python/): 45/100, tested 2026-10-22 - [Sentry (legacy reference, Python)](https://testedmcp.com/tools/sentry-legacy-reference-python/): 45/100, tested 2026-10-22, deprecated - [Tree-sitter](https://testedmcp.com/tools/tree-sitter/): 45/100, tested 2026-10-22, deprecated - [SQLite (legacy reference, Python)](https://testedmcp.com/tools/sqlite-legacy-reference-python/): 45/100, tested 2026-10-22, deprecated - [Neon (official)](https://testedmcp.com/tools/neon-official/): 45/100, tested 2026-10-22, deprecated - [Elasticsearch (official)](https://testedmcp.com/tools/elasticsearch-official/): 45/100, tested 2026-10-22, deprecated - [EverArt (legacy reference)](https://testedmcp.com/tools/everart-legacy-reference/): 45/100, tested 2026-10-22, deprecated - [Google Maps (legacy reference)](https://testedmcp.com/tools/google-maps-legacy-reference/): 45/100, tested 2026-10-22, deprecated - [Gmail (GongRzhe)](https://testedmcp.com/tools/gmail-gongrzhe/): 45/100, tested 2026-10-22 - [Chroma (official)](https://testedmcp.com/tools/chroma-official/): 40/100, tested 2026-10-22 - [Railway (official)](https://testedmcp.com/tools/railway-official/): 40/100, tested 2026-10-22, deprecated - [Sanity](https://testedmcp.com/tools/sanity/): 40/100, tested 2026-10-22, deprecated - [LM Studio MCP (community, samscarrow)](https://testedmcp.com/tools/lm-studio-mcp-community-samscarrow/): 40/100, tested 2026-10-22 - [Playwright (Python)](https://testedmcp.com/tools/playwright-python/): 35/100, tested 2026-10-22 - [Memory (Python)](https://testedmcp.com/tools/memory-python/): 35/100, tested 2026-10-22 - [Office Word](https://testedmcp.com/tools/office-word/): 33/100, tested 2026-10-22 - [Vercel MCP (official, remote)](https://testedmcp.com/tools/vercel-mcp-official-remote/): 33/100, tested 2026-10-22 - [Memory Keeper](https://testedmcp.com/tools/memory-keeper/): 25/100, tested 2026-10-22 - [Kubernetes (Python)](https://testedmcp.com/tools/kubernetes-python/): 23/100, tested 2026-10-22 - [AWS Core (AWS Labs)](https://testedmcp.com/tools/aws-core-aws-labs/): 10/100, tested 2026-10-22, deprecated