MCP servers by category
All 141 servers we tested, grouped into 24 categories and ranked by test score. Deprecated servers are listed last in each group.
Ranked guides
- Automate a browser
- Automate a browser for free
- Read and write local files
- Search the web
- Query a database
- Deploy an app
- Postgres MCP servers
- Redis MCP servers
- Web search MCP servers
- Memory MCP servers
- All free-and-no-key lists
AI services 1
| Server | Score | API key | Last tested |
|---|---|---|---|
Hugging Face Spaces@llmindset/mcp-hfspace | 75 Install 20/20 · Handshake 30/30 · Maint. 0/25 · Docs 15/15 · License 10/10; last repo push 2025-06-13 | No key | 2026-10-22 |
Browser automation 13
| Server | Score | API key | Last tested |
|---|---|---|---|
Chrome DevTools MCP (Google)chrome-devtools-mcp | 100 Install 20/20 · Handshake 30/30 · Maint. 25/25 · Docs 15/15 · License 10/10; last repo push 2026-10-22 | No key | 2026-10-22 |
Playwright MCP (Microsoft)@playwright/mcp | 100 Install 20/20 · Handshake 30/30 · Maint. 25/25 · Docs 15/15 · License 10/10; last repo push 2026-10-22 | No key | 2026-10-22 |
Browser (agent-infra)@agent-infra/mcp-server-browser | 100 Install 20/20 · Handshake 30/30 · Maint. 25/25 · Docs 15/15 · License 10/10; last repo push 2026-10-09 | No key | 2026-10-22 |
Browser Tools (AgentDesk)@agentdeskai/browser-tools-mcp | 90 Install 20/20 · Handshake 30/30 · Maint. 25/25 · Docs 5/15 · License 10/10; last repo push 2026-10-16 | No key | 2026-10-22 |
Browser Usemcp-server-browser-use | 80 Install 20/20 · Handshake 30/30 · Maint. 5/25 · Docs 15/15 · License 10/10; last repo push 2026-02-11 | No key | 2026-10-22 |
Playwright MCP (ExecuteAutomation)@executeautomation/playwright-mcp-server | 80 Install 20/20 · Handshake 30/30 · Maint. 5/25 · Docs 15/15 · License 10/10; last repo push 2025-12-13 | No key | 2026-10-22 |
Puppeteer (hisma fork)@hisma/server-puppeteer | 75 Install 20/20 · Handshake 30/30 · Maint. 0/25 · Docs 15/15 · License 10/10; last release 2025-06-28 | No key | 2026-10-22 |
Puppeteer MCP (community)puppeteer-mcp-server | 75 Install 20/20 · Handshake 30/30 · Maint. 0/25 · Docs 15/15 · License 10/10; last repo push 2025-03-14 | No key | 2026-10-22 |
Playwright (Automata Labs)@automatalabs/mcp-server-playwright | 75 Install 20/20 · Handshake 30/30 · Maint. 0/25 · Docs 15/15 · License 10/10; last release 2025-01-24 | No key | 2026-10-22 |
Browser MCP@browsermcp/mcp | 53 Install 20/20 · Handshake 30/30 · Maint. 0/25 · Docs 0/15 · License 3/10; last repo push 2025-04-24 | No key | 2026-10-22 |
Playwright (Python)playwright-mcp-server | 35 Install 20/20 · Handshake 0/30 · Maint. 0/25 · Docs 5/15 · License 10/10; last release 2025-05-05 | Key unknown | 2026-10-22 |
Browserbase Deprecated@browserbasehq/mcp-server-browserbase | 75 Install 20/20 · Handshake 30/30 · Maint. 0/25 · Docs 15/15 · License 10/10; last repo push 2026-07-20 | Needs key | 2026-10-22 |
Puppeteer (legacy reference) Deprecated@modelcontextprotocol/server-puppeteer | 75 Install 20/20 · Handshake 30/30 · Maint. 0/25 · Docs 15/15 · License 10/10; last repo push 2025-05-28 | No key | 2026-10-22 |
Cloud and deployment 13
| Server | Score | API key | Last tested |
|---|---|---|---|
Hostinger API MCP (official)hostinger-api-mcp | 100 Install 20/20 · Handshake 30/30 · Maint. 25/25 · Docs 15/15 · License 10/10; last repo push 2026-10-22 | Needs key | 2026-10-22 |
Azure MCP (Microsoft)@azure/mcp | 100 Install 20/20 · Handshake 30/30 · Maint. 25/25 · Docs 15/15 · License 10/10; last repo push 2026-10-21 | No key | 2026-10-22 |
Heroku (official)@heroku/mcp-server | 100 Install 20/20 · Handshake 30/30 · Maint. 25/25 · Docs 15/15 · License 10/10; last repo push 2026-10-21 | Needs key | 2026-10-22 |
Kubernetes (Flux159)mcp-server-kubernetes | 100 Install 20/20 · Handshake 30/30 · Maint. 25/25 · Docs 15/15 · License 10/10; last repo push 2026-10-21 | No key | 2026-10-22 |
Netlify (official)@netlify/mcp | 100 Install 20/20 · Handshake 30/30 · Maint. 25/25 · Docs 15/15 · License 10/10; last repo push 2026-10-21 | No key | 2026-10-22 |
DigitalOcean MCP (official, digitalocean-labs)@digitalocean/mcp | 75 Install 20/20 · Handshake 5/30 · Maint. 25/25 · Docs 15/15 · License 10/10; last repo push 2026-10-22 | Needs key | 2026-10-22 |
Cloudflare@cloudflare/mcp-server-cloudflare | 65 Install 20/20 · Handshake 0/30 · Maint. 25/25 · Docs 10/15 · License 10/10; last repo push 2026-10-21 | Key unknown | 2026-10-22 |
Dockermcp-server-docker | 53 Install 20/20 · Handshake 0/30 · Maint. 15/25 · Docs 15/15 · License 3/10; last repo push 2026-08-07 | Key unknown | 2026-10-22 |
Vercel MCP (official, remote)vercel-remote | 33 Install 20/20 · Handshake 5/30 · Maint. 5/25 · Docs 0/15 · License 3/10; last repo push 2026-01-14 | Needs key | 2026-10-22 |
Kubernetes (Python)mcp-server-kubernetes | 23 Install 20/20 · Handshake 0/30 · Maint. 0/25 · Docs 0/15 · License 3/10; last release 2025-03-17 | Key unknown | 2026-10-22 |
AWS KB Retrieval (legacy reference) Deprecated@modelcontextprotocol/server-aws-kb-retrieval | 70 Install 20/20 · Handshake 30/30 · Maint. 0/25 · Docs 10/15 · License 10/10; last repo push 2025-05-28 | No key | 2026-10-22 |
Railway (official) Deprecated@railway/mcp-server | 40 Install 20/20 · Handshake 0/30 · Maint. 0/25 · Docs 10/15 · License 10/10; last repo push 2026-05-23 | Key unknown | 2026-10-22 |
AWS Core (AWS Labs) Deprecatedawslabs.core-mcp-server | 10 Install 0/20 · Handshake 0/30 · Maint. 0/25 · Docs 0/15 · License 10/10; last repo push 2026-10-22 | Key unknown | 2026-10-22 |
Communication 4
| Server | Score | API key | Last tested |
|---|---|---|---|
LINE Bot (official)@line/line-bot-mcp-server | 75 Install 20/20 · Handshake 5/30 · Maint. 25/25 · Docs 15/15 · License 10/10; last repo push 2026-10-21 | Needs key | 2026-10-22 |
Twilio (alpha)@twilio-alpha/mcp | 50 Install 20/20 · Handshake 0/30 · Maint. 5/25 · Docs 15/15 · License 10/10; last repo push 2026-02-14 | Key unknown | 2026-10-22 |
Gmail (GongRzhe)@gongrzhe/server-gmail-autoauth-mcp | 45 Install 20/20 · Handshake 0/30 · Maint. 0/25 · Docs 15/15 · License 10/10; last release 2025-08-06 | Key unknown | 2026-10-22 |
Slack (legacy reference) Deprecated@modelcontextprotocol/server-slack | 50 Install 20/20 · Handshake 5/30 · Maint. 0/25 · Docs 15/15 · License 10/10; last repo push 2025-05-28 | Needs key | 2026-10-22 |
Databases 17
| Server | Score | API key | Last tested |
|---|---|---|---|
MongoDB (official)mongodb-mcp-server | 100 Install 20/20 · Handshake 30/30 · Maint. 25/25 · Docs 15/15 · License 10/10; last repo push 2026-10-21 | No key | 2026-10-22 |
ClickHouse (official)mcp-clickhouse | 100 Install 20/20 · Handshake 30/30 · Maint. 25/25 · Docs 15/15 · License 10/10; last repo push 2026-10-21 | No key | 2026-10-22 |
Redis MCP (official, Redis)redis-mcp-server | 100 Install 20/20 · Handshake 30/30 · Maint. 25/25 · Docs 15/15 · License 10/10; last repo push 2026-10-20 | No key | 2026-10-22 |
Neo4j Cypher (official)mcp-neo4j-cypher | 90 Install 20/20 · Handshake 30/30 · Maint. 15/25 · Docs 15/15 · License 10/10; last repo push 2026-09-09 | No key | 2026-10-22 |
PostgreSQL MCP (HenkDz)@henkey/postgres-mcp-server | 80 Install 20/20 · Handshake 30/30 · Maint. 5/25 · Docs 15/15 · License 10/10; last repo push 2026-06-23 | No key | 2026-10-22 |
SQLite (npx)mcp-server-sqlite-npx | 80 Install 20/20 · Handshake 30/30 · Maint. 5/25 · Docs 15/15 · License 10/10; last repo push 2025-10-25 | No key | 2026-10-22 |
mcp-redis (npm)mcp-redis | 75 Install 20/20 · Handshake 30/30 · Maint. 5/25 · Docs 10/15 · License 10/10; last release 2026-05-24 | No key | 2026-10-22 |
MotherDuck / DuckDB (official)mcp-server-motherduck | 70 Install 20/20 · Handshake 0/30 · Maint. 25/25 · Docs 15/15 · License 10/10; last repo push 2026-10-07 | Key unknown | 2026-10-22 |
Upstash (official)@upstash/mcp-server | 65 Install 20/20 · Handshake 5/30 · Maint. 15/25 · Docs 15/15 · License 10/10; last repo push 2026-09-01 | Needs key | 2026-10-22 |
Supabase (official)@supabase/mcp-server-supabase | 60 Install 20/20 · Handshake 5/30 · Maint. 25/25 · Docs 0/15 · License 10/10; last repo push 2026-10-21 | Needs key | 2026-10-22 |
Postgres MCP Pro (Crystal DBA)postgres-mcp | 60 Install 20/20 · Handshake 0/30 · Maint. 15/25 · Docs 15/15 · License 10/10; last repo push 2026-08-17 | Key unknown | 2026-10-22 |
MySQL@benborla29/mcp-server-mysql | 60 Install 20/20 · Handshake 0/30 · Maint. 15/25 · Docs 15/15 · License 10/10; last repo push 2026-07-27 | Key unknown | 2026-10-22 |
Redis (legacy reference) Deprecated@modelcontextprotocol/server-redis | 75 Install 20/20 · Handshake 30/30 · Maint. 0/25 · Docs 15/15 · License 10/10; last repo push 2025-05-28 | No key | 2026-10-22 |
Postgres (legacy reference) Deprecated@modelcontextprotocol/server-postgres | 70 Install 20/20 · Handshake 30/30 · Maint. 0/25 · Docs 10/15 · License 10/10; last repo push 2025-05-28 | No key | 2026-10-22 |
Elasticsearch (official) Deprecated@elastic/mcp-server-elasticsearch | 45 Install 20/20 · Handshake 0/30 · Maint. 0/25 · Docs 15/15 · License 10/10; last repo push 2026-10-22 | Key unknown | 2026-10-22 |
Neon (official) Deprecated@neondatabase/mcp-server-neon | 45 Install 20/20 · Handshake 0/30 · Maint. 0/25 · Docs 15/15 · License 10/10; last repo push 2026-10-21 | Key unknown | 2026-10-22 |
SQLite (legacy reference, Python) Deprecatedmcp-server-sqlite | 45 Install 20/20 · Handshake 0/30 · Maint. 0/25 · Docs 15/15 · License 10/10; last repo push 2025-05-28 | Key unknown | 2026-10-22 |
Design 5
| Server | Score | API key | Last tested |
|---|---|---|---|
Blender MCPblender-mcp | 95 Install 20/20 · Handshake 30/30 · Maint. 25/25 · Docs 10/15 · License 10/10; last repo push 2026-10-20 | No key | 2026-10-22 |
AntV Chart@antv/mcp-server-chart | 90 Install 20/20 · Handshake 30/30 · Maint. 15/25 · Docs 15/15 · License 10/10; last repo push 2026-08-27 | No key | 2026-10-22 |
Figma Context MCP (Framelink)figma-developer-mcp | 75 Install 20/20 · Handshake 5/30 · Maint. 25/25 · Docs 15/15 · License 10/10; last repo push 2026-10-16 | Needs key | 2026-10-22 |
21st.dev Magic@21st-dev/magic | 65 Install 20/20 · Handshake 5/30 · Maint. 15/25 · Docs 15/15 · License 10/10; last repo push 2026-09-09 | Needs key | 2026-10-22 |
EverArt (legacy reference) Deprecated@modelcontextprotocol/server-everart | 45 Install 20/20 · Handshake 5/30 · Maint. 0/25 · Docs 10/15 · License 10/10; last repo push 2025-05-28 | Needs key | 2026-10-22 |
Developer platforms 16
| Server | Score | API key | Last tested |
|---|---|---|---|
Git (reference, Python)mcp-server-git | 100 Install 20/20 · Handshake 30/30 · Maint. 25/25 · Docs 15/15 · License 10/10; last repo push 2026-10-19 | No key | 2026-10-22 |
mcpcap (PCAP analysis)mcpcap | 100 Install 20/20 · Handshake 30/30 · Maint. 25/25 · Docs 15/15 · License 10/10; last repo push 2026-10-06 | No key | 2026-10-22 |
Git (cyanheads)@cyanheads/git-mcp-server | 100 Install 20/20 · Handshake 30/30 · Maint. 25/25 · Docs 15/15 · License 10/10; last repo push 2026-09-26 | No key | 2026-10-22 |
GitHub MCP Server (official)github/github-mcp-server | 95 Install 20/20 · Handshake 30/30 · Maint. 25/25 · Docs 10/15 · License 10/10; last repo push 2026-10-22 | Needs key | 2026-10-23 |
Serenaserena-agent | 95 Install 20/20 · Handshake 30/30 · Maint. 25/25 · Docs 10/15 · License 10/10; last repo push 2026-10-20 | No key | 2026-10-22 |
Code Runnermcp-server-code-runner | 80 Install 20/20 · Handshake 30/30 · Maint. 5/25 · Docs 15/15 · License 10/10; last repo push 2026-02-05 | No key | 2026-10-22 |
GitLab (zereight)@zereight/mcp-gitlab | 75 Install 20/20 · Handshake 5/30 · Maint. 25/25 · Docs 15/15 · License 10/10; last repo push 2026-10-22 | Needs key | 2026-10-22 |
Currents@currents/mcp | 75 Install 20/20 · Handshake 5/30 · Maint. 25/25 · Docs 15/15 · License 10/10; last repo push 2026-10-21 | Needs key | 2026-10-22 |
Datadog@winor30/mcp-server-datadog | 75 Install 20/20 · Handshake 5/30 · Maint. 25/25 · Docs 15/15 · License 10/10; last repo push 2026-10-21 | Needs key | 2026-10-22 |
codenib CodeGraphcodenib | 65 Install 20/20 · Handshake 0/30 · Maint. 25/25 · Docs 10/15 · License 10/10; last repo push 2026-10-22 | Key unknown | 2026-10-22 |
Sentry (official)@sentry/mcp-server | 53 Install 20/20 · Handshake 5/30 · Maint. 25/25 · Docs 0/15 · License 3/10; last release 2026-09-25 | Needs key | 2026-10-22 |
CircleCI (official) Deprecated@circleci/mcp-server-circleci | 75 Install 20/20 · Handshake 30/30 · Maint. 0/25 · Docs 15/15 · License 10/10; last repo push 2026-10-21 | Needs key | 2026-10-22 |
GitHub (legacy reference) Deprecated@modelcontextprotocol/server-github | 75 Install 20/20 · Handshake 30/30 · Maint. 0/25 · Docs 15/15 · License 10/10; last repo push 2025-05-28 | Needs key | 2026-10-22 |
GitLab (legacy reference) Deprecated@modelcontextprotocol/server-gitlab | 50 Install 20/20 · Handshake 5/30 · Maint. 0/25 · Docs 15/15 · License 10/10; last repo push 2025-05-28 | Needs key | 2026-10-22 |
Tree-sitter Deprecatedmcp-server-tree-sitter | 45 Install 20/20 · Handshake 0/30 · Maint. 0/25 · Docs 15/15 · License 10/10; last repo push 2026-05-21 | Key unknown | 2026-10-22 |
Sentry (legacy reference, Python) Deprecatedmcp-server-sentry | 45 Install 20/20 · Handshake 0/30 · Maint. 0/25 · Docs 15/15 · License 10/10; last repo push 2025-05-28 | Key unknown | 2026-10-22 |
Developer tools 1
| Server | Score | API key | Last tested |
|---|---|---|---|
Next.js DevTools MCP (official, Vercel)next-devtools-mcp | 90 Install 20/20 · Handshake 30/30 · Maint. 15/25 · Docs 15/15 · License 10/10; last repo push 2026-09-15 | No key | 2026-10-22 |
Documentation 4
| Server | Score | API key | Last tested |
|---|---|---|---|
AWS Documentation (AWS Labs)awslabs.aws-documentation-mcp-server | 100 Install 20/20 · Handshake 30/30 · Maint. 25/25 · Docs 15/15 · License 10/10; last repo push 2026-10-22 | No key | 2026-10-22 |
Context7 (Upstash)@upstash/context7-mcp | 100 Install 20/20 · Handshake 30/30 · Maint. 25/25 · Docs 15/15 · License 10/10; last repo push 2026-10-21 | No key | 2026-10-22 |
Shopify Dev (official)@shopify/dev-mcp | 100 Install 20/20 · Handshake 30/30 · Maint. 25/25 · Docs 15/15 · License 10/10; last release 2026-10-16 | No key | 2026-10-22 |
shadcn/ui@jpisnice/shadcn-ui-mcp-server | 95 Install 20/20 · Handshake 30/30 · Maint. 25/25 · Docs 10/15 · License 10/10; last repo push 2026-10-03 | No key | 2026-10-22 |
Fetch and HTTP 10
| Server | Score | API key | Last tested |
|---|---|---|---|
MarkItDown (Microsoft)markitdown-mcp | 100 Install 20/20 · Handshake 30/30 · Maint. 25/25 · Docs 15/15 · License 10/10; last repo push 2026-10-21 | No key | 2026-10-22 |
Fetch (reference, Python)mcp-server-fetch | 100 Install 20/20 · Handshake 30/30 · Maint. 25/25 · Docs 15/15 · License 10/10; last repo push 2026-10-19 | No key | 2026-10-22 |
Read Website Fast@just-every/mcp-read-website-fast | 100 Install 20/20 · Handshake 30/30 · Maint. 25/25 · Docs 15/15 · License 10/10; last repo push 2026-09-29 | No key | 2026-10-22 |
Fetcher MCPfetcher-mcp | 80 Install 20/20 · Handshake 30/30 · Maint. 5/25 · Docs 15/15 · License 10/10; last repo push 2026-01-14 | No key | 2026-10-22 |
Apify (official)@apify/actors-mcp-server | 75 Install 20/20 · Handshake 5/30 · Maint. 25/25 · Docs 15/15 · License 10/10; last repo push 2026-10-22 | Needs key | 2026-10-22 |
YouTube Transcript@kimtaeyoon83/mcp-server-youtube-transcript | 75 Install 20/20 · Handshake 30/30 · Maint. 5/25 · Docs 10/15 · License 10/10; last repo push 2026-07-21 | No key | 2026-10-22 |
Fetch (kazuph)@kazuph/mcp-fetch | 75 Install 20/20 · Handshake 30/30 · Maint. 5/25 · Docs 10/15 · License 10/10; last repo push 2026-06-12 | No key | 2026-10-22 |
npx fetch@tokenizin/mcp-npx-fetch | 75 Install 20/20 · Handshake 30/30 · Maint. 0/25 · Docs 15/15 · License 10/10; last repo push 2024-12-26 | No key | 2026-10-22 |
YouTube Transcript (Python)mcp-youtube-transcript | 45 Install 20/20 · Handshake 0/30 · Maint. 0/25 · Docs 15/15 · License 10/10; last release 2025-06-26 | Key unknown | 2026-10-22 |
Fetch (Python alt)mcp-server-fetch-python | 45 Install 20/20 · Handshake 0/30 · Maint. 0/25 · Docs 15/15 · License 10/10; last repo push 2025-04-04 | Key unknown | 2026-10-22 |
Files 8
| Server | Score | API key | Last tested |
|---|---|---|---|
Desktop Commander@wonderwhy-er/desktop-commander | 100 Install 20/20 · Handshake 30/30 · Maint. 25/25 · Docs 15/15 · License 10/10; last repo push 2026-10-22 | No key | 2026-10-22 |
Excelexcel-mcp-server | 100 Install 20/20 · Handshake 30/30 · Maint. 25/25 · Docs 15/15 · License 10/10; last repo push 2026-10-21 | No key | 2026-10-22 |
Filesystem (reference)@modelcontextprotocol/server-filesystem | 93 Install 20/20 · Handshake 30/30 · Maint. 25/25 · Docs 15/15 · License 3/10; last repo push 2026-10-19 | No key | 2026-10-22 |
Text Editormcp-text-editor | 90 Install 20/20 · Handshake 30/30 · Maint. 15/25 · Docs 15/15 · License 10/10; last release 2026-09-12 | No key | 2026-10-22 |
Pandocmcp-pandoc | 83 Install 20/20 · Handshake 30/30 · Maint. 15/25 · Docs 15/15 · License 3/10; last release 2026-08-15 | No key | 2026-10-22 |
PDF (MCP)@modelcontextprotocol/server-pdf | 70 Install 20/20 · Handshake 0/30 · Maint. 25/25 · Docs 15/15 · License 10/10; last repo push 2026-09-25 | Key unknown | 2026-10-22 |
Filesystem (cyanheads)@cyanheads/filesystem-mcp-server | 45 Install 20/20 · Handshake 0/30 · Maint. 0/25 · Docs 15/15 · License 10/10; last repo push 2025-07-22 | Key unknown | 2026-10-22 |
Office Wordmcp-server-office | 33 Install 20/20 · Handshake 0/30 · Maint. 0/25 · Docs 10/15 · License 3/10; last release 2025-02-09 | Key unknown | 2026-10-22 |
Finance 1
| Server | Score | API key | Last tested |
|---|---|---|---|
Yahoo Financeyfmcp | 83 Install 20/20 · Handshake 30/30 · Maint. 15/25 · Docs 15/15 · License 3/10; last release 2026-08-05 | No key | 2026-10-22 |
LLM tools 1
| Server | Score | API key | Last tested |
|---|---|---|---|
Mistral MCP (community, Swih)mistral-mcp | 100 Install 20/20 · Handshake 30/30 · Maint. 25/25 · Docs 15/15 · License 10/10; last repo push 2026-09-29 | Needs key | 2026-10-22 |
Local LLMs 2
| Server | Score | API key | Last tested |
|---|---|---|---|
Ollama MCP (community, rawveg)ollama-mcp | 90 Install 20/20 · Handshake 30/30 · Maint. 15/25 · Docs 15/15 · License 10/10; last repo push 2026-08-13 | No key | 2026-10-22 |
LM Studio MCP (community, samscarrow)lmstudio-mcp-server | 40 Install 20/20 · Handshake 0/30 · Maint. 0/25 · Docs 10/15 · License 10/10; last release 2025-09-01 | Key unknown | 2026-10-22 |
Maps 2
| Server | Score | API key | Last tested |
|---|---|---|---|
Mapbox (official)@mapbox/mcp-server | 95 Install 20/20 · Handshake 30/30 · Maint. 25/25 · Docs 10/15 · License 10/10; last repo push 2026-10-21 | Needs key | 2026-10-22 |
Google Maps (legacy reference) Deprecated@modelcontextprotocol/server-google-maps | 45 Install 20/20 · Handshake 5/30 · Maint. 0/25 · Docs 10/15 · License 10/10; last repo push 2025-05-28 | Needs key | 2026-10-22 |
Media 1
| Server | Score | API key | Last tested |
|---|---|---|---|
ElevenLabs MCP (official, repo archived) Deprecatedelevenlabs-mcp | 50 Install 20/20 · Handshake 5/30 · Maint. 0/25 · Docs 15/15 · License 10/10; last repo push 2026-08-20 | Needs key | 2026-10-22 |
Memory 11
| Server | Score | API key | Last tested |
|---|---|---|---|
Pinecone (official)@pinecone-database/mcp | 100 Install 20/20 · Handshake 30/30 · Maint. 25/25 · Docs 15/15 · License 10/10; last repo push 2026-10-21 | Needs key | 2026-10-22 |
Basic Memorybasic-memory | 93 Install 20/20 · Handshake 30/30 · Maint. 25/25 · Docs 15/15 · License 3/10; last repo push 2026-10-22 | No key | 2026-10-22 |
Memory / knowledge graph (reference)@modelcontextprotocol/server-memory | 93 Install 20/20 · Handshake 30/30 · Maint. 25/25 · Docs 15/15 · License 3/10; last repo push 2026-10-19 | No key | 2026-10-22 |
Qdrant (official)mcp-server-qdrant | 90 Install 20/20 · Handshake 30/30 · Maint. 15/25 · Docs 15/15 · License 10/10; last repo push 2026-09-04 | No key | 2026-10-22 |
Knowledge Graph memorymcp-knowledge-graph | 80 Install 20/20 · Handshake 30/30 · Maint. 5/25 · Docs 15/15 · License 10/10; last repo push 2026-05-29 | No key | 2026-10-22 |
Knowledge Graph (itseasy21)@itseasy21/mcp-knowledge-graph | 75 Install 20/20 · Handshake 30/30 · Maint. 0/25 · Docs 15/15 · License 10/10; last release 2025-03-12 | No key | 2026-10-22 |
Neo4j Memory (official)mcp-neo4j-memory | 60 Install 20/20 · Handshake 0/30 · Maint. 15/25 · Docs 15/15 · License 10/10; last repo push 2026-09-09 | Key unknown | 2026-10-22 |
lbrain agent memorylbrain-coding-agents | 55 Install 20/20 · Handshake 0/30 · Maint. 15/25 · Docs 10/15 · License 10/10; last repo push 2026-09-06 | Key unknown | 2026-10-22 |
Chroma (official)chroma-mcp | 40 Install 20/20 · Handshake 0/30 · Maint. 0/25 · Docs 10/15 · License 10/10; last repo push 2025-09-17 | Key unknown | 2026-10-22 |
Memory (Python)mcp-server-memory | 35 Install 20/20 · Handshake 0/30 · Maint. 5/25 · Docs 0/15 · License 10/10; last release 2026-01-30 | Key unknown | 2026-10-22 |
Memory Keepermcp-memory-keeper | 25 Install 0/20 · Handshake 0/30 · Maint. 15/25 · Docs 0/15 · License 10/10; last repo push 2026-09-03 | Key unknown | 2026-10-22 |
Payments 2
| Server | Score | API key | Last tested |
|---|---|---|---|
Stripe (official)@stripe/mcp | 65 Install 20/20 · Handshake 0/30 · Maint. 25/25 · Docs 10/15 · License 10/10; last repo push 2026-10-22 | Key unknown | 2026-10-22 |
PayPal (official)@paypal/mcp | 60 Install 20/20 · Handshake 0/30 · Maint. 15/25 · Docs 15/15 · License 10/10; last repo push 2026-09-01 | Key unknown | 2026-10-22 |
Productivity 7
| Server | Score | API key | Last tested |
|---|---|---|---|
Notion (official)@notionhq/notion-mcp-server | 90 Install 20/20 · Handshake 30/30 · Maint. 15/25 · Docs 15/15 · License 10/10; last repo push 2026-09-20 | Needs key | 2026-10-22 |
Zoterozotero-mcp | 90 Install 20/20 · Handshake 30/30 · Maint. 15/25 · Docs 15/15 · License 10/10; last repo push 2026-08-07 | Needs key | 2026-10-22 |
Atlassian (Jira/Confluence)mcp-atlassian | 83 Install 20/20 · Handshake 30/30 · Maint. 15/25 · Docs 15/15 · License 3/10; last repo push 2026-09-19 | Needs key | 2026-10-22 |
HubSpot (official)@hubspot/mcp-server | 70 Install 20/20 · Handshake 0/30 · Maint. 25/25 · Docs 15/15 · License 10/10; last release 2026-10-20 | Key unknown | 2026-10-22 |
Obsidianmcp-obsidian | 58 Install 20/20 · Handshake 5/30 · Maint. 15/25 · Docs 15/15 · License 3/10; last repo push 2026-08-31 | Needs key | 2026-10-22 |
Google Drive (legacy reference) Deprecated@modelcontextprotocol/server-gdrive | 50 Install 20/20 · Handshake 5/30 · Maint. 0/25 · Docs 15/15 · License 10/10; last repo push 2025-05-28 | Needs key | 2026-10-22 |
Sanity Deprecated@sanity/mcp-server | 40 Install 20/20 · Handshake 0/30 · Maint. 0/25 · Docs 10/15 · License 10/10; last repo push 2026-02-06 | Key unknown | 2026-10-22 |
Reasoning 1
| Server | Score | API key | Last tested |
|---|---|---|---|
Sequential Thinking (reference)@modelcontextprotocol/server-sequential-thinking | 93 Install 20/20 · Handshake 30/30 · Maint. 25/25 · Docs 15/15 · License 3/10; last repo push 2026-10-19 | No key | 2026-10-22 |
Testing 1
| Server | Score | API key | Last tested |
|---|---|---|---|
Everything (reference test server)@modelcontextprotocol/server-everything | 93 Install 20/20 · Handshake 30/30 · Maint. 25/25 · Docs 15/15 · License 3/10; last repo push 2026-10-19 | No key | 2026-10-22 |
Utilities 5
| Server | Score | API key | Last tested |
|---|---|---|---|
mcp-remote (proxy)mcp-remote | 100 Install 20/20 · Handshake 30/30 · Maint. 25/25 · Docs 15/15 · License 10/10; last repo push 2026-10-20 | No key | 2026-10-22 |
Time (reference, Python)mcp-server-time | 100 Install 20/20 · Handshake 30/30 · Maint. 25/25 · Docs 15/15 · License 10/10; last repo push 2026-10-19 | No key | 2026-10-22 |
Calculatormcp-server-calculator | 85 Install 20/20 · Handshake 30/30 · Maint. 15/25 · Docs 10/15 · License 10/10; last repo push 2026-08-08 | No key | 2026-10-22 |
Lara Translate@translated/lara-mcp | 70 Install 20/20 · Handshake 0/30 · Maint. 25/25 · Docs 15/15 · License 10/10; last repo push 2026-10-21 | Key unknown | 2026-10-22 |
mcp-proxy (Python)mcp-proxy | 70 Install 20/20 · Handshake 0/30 · Maint. 25/25 · Docs 15/15 · License 10/10; last repo push 2026-10-14 | Key unknown | 2026-10-22 |
Web scraping 2
| Server | Score | API key | Last tested |
|---|---|---|---|
ScrapingBee MCP (official, remote)scrapingbee-remote | 93 Install 20/20 · Handshake 30/30 · Maint. 25/25 · Docs 15/15 · License 3/10; last repo push 2026-10-09 | Needs key | 2026-10-22 |
Bright Data MCP (official)@brightdata/mcp | 75 Install 20/20 · Handshake 5/30 · Maint. 25/25 · Docs 15/15 · License 10/10; last repo push 2026-10-20 | Needs key | 2026-10-22 |
Web search 13
| Server | Score | API key | Last tested |
|---|---|---|---|
Firecrawlfirecrawl-mcp | 100 Install 20/20 · Handshake 30/30 · Maint. 25/25 · Docs 15/15 · License 10/10; last repo push 2026-10-22 | Needs key | 2026-10-22 |
Tavilytavily-mcp | 100 Install 20/20 · Handshake 30/30 · Maint. 25/25 · Docs 15/15 · License 10/10; last repo push 2026-10-22 | Needs key | 2026-10-22 |
SearXNG (ihor-sokoliuk)mcp-searxng | 100 Install 20/20 · Handshake 30/30 · Maint. 25/25 · Docs 15/15 · License 10/10; last repo push 2026-10-22 | No key | 2026-10-23 |
arXivarxiv-mcp-server | 100 Install 20/20 · Handshake 30/30 · Maint. 25/25 · Docs 15/15 · License 10/10; last repo push 2026-10-08 | No key | 2026-10-22 |
Exaexa-mcp-server | 93 Install 20/20 · Handshake 30/30 · Maint. 25/25 · Docs 15/15 · License 3/10; last repo push 2026-10-19 | Needs key | 2026-10-22 |
DuckDuckGo Searchduckduckgo-mcp-server | 90 Install 20/20 · Handshake 30/30 · Maint. 15/25 · Docs 15/15 · License 10/10; last repo push 2026-09-04 | No key | 2026-10-22 |
Airbnb@openbnb/mcp-server-airbnb | 90 Install 20/20 · Handshake 30/30 · Maint. 15/25 · Docs 15/15 · License 10/10; last repo push 2026-08-06 | No key | 2026-10-22 |
Kagi (official)kagimcp | 80 Install 20/20 · Handshake 30/30 · Maint. 5/25 · Docs 15/15 · License 10/10; last repo push 2026-07-07 | Needs key | 2026-10-23 |
Wikipediawikipedia-mcp | 80 Install 20/20 · Handshake 30/30 · Maint. 5/25 · Docs 15/15 · License 10/10; last repo push 2026-05-01 | No key | 2026-10-22 |
Simple arXivmcp-simple-arxiv | 80 Install 20/20 · Handshake 30/30 · Maint. 5/25 · Docs 15/15 · License 10/10; last repo push 2026-02-19 | No key | 2026-10-22 |
Brave Search (official)@brave/brave-search-mcp-server | 75 Install 20/20 · Handshake 5/30 · Maint. 25/25 · Docs 15/15 · License 10/10; last repo push 2026-10-22 | Needs key | 2026-10-23 |
Perplexity (official)@perplexity-ai/mcp-server | 75 Install 20/20 · Handshake 5/30 · Maint. 25/25 · Docs 15/15 · License 10/10; last repo push 2026-10-21 | Needs key | 2026-10-23 |
Brave Search (legacy reference) Deprecated@modelcontextprotocol/server-brave-search | 45 Install 20/20 · Handshake 5/30 · Maint. 0/25 · Docs 10/15 · License 10/10; last repo push 2025-05-28 | Needs key | 2026-10-22 |