TestedMCP
Chúng tôi cài đặt và kiểm thử các máy chủ MCP: bắt tay, số lượng công cụ, chi phí ngữ cảnh và trạng thái ngừng hỗ trợ của 187 máy chủ. Bao gồm máy chủ MCP từ xa chỉ đọc.
Máy chủ MCP được lưu trữ
npx add-mcp 'https://testedmcp.com/mcp'Cài vào Claude Code, Codex, Cursor và nhiều công cụ khác
Tài liệu
Find an MCP server that actually works.
We installed and handshake-tested 197 MCP servers and scored each on install, handshake, maintenance, docs and license.
Browse all 197 · Categories · How we test · Security advisories · Tool changes (RSS)
197 servers tested
94 work without an API key
22 deprecated or archived
What do you want your agent to do?
Automate a browser Click, fill forms, screenshot pages Free options (12 no key) 13
Read and write local files Let an agent work in a folder 9
Search the web Fresh results and page content 10
Query a database SQL and NoSQL from your agent 15
Deploy an app Ship and manage hosted apps 13
Best lists: Best free · Lowest context cost · Guides
Top picks by category
Highest score; ties: most recent activity, then tool count, then name
Developer platforms22 tested
SAP Fiori MCP Server (official)
@sap-ux/fiori-mcp-server
100
Tied at 100 with 2; won on more recent activity; no key needed for the tools we called.
9 tools~5,544 tok No key needed for the tools we called
Databases15 tested
Redis MCP (official, Redis)
redis-mcp-server
100
Highest score in category (100 vs 80); no key needed for the tools we called.
53 tools~7,214 tok No key needed for the tools we called
Productivity14 tested
Microsoft 365 MCP (Softeria)
@softeria/ms-365-mcp-server
70
Tied at 70 with 8; won on name order; no key to connect.
202 tools~241,447 tok No key to connect
Web search14 tested
Tavily
tavily-mcp
100
Tied at 100 with 1; won on more recent activity.
5 tools~1,612 tok
Browser automation13 tested
Chrome DevTools MCP (Google)
chrome-devtools-mcp
100
Tied at 100 with 2; won on more tools listed; no key needed for the tools we called.
32 tools~6,048 tok No key needed for the tools we called
Cloud and deployment12 tested
Hostinger API MCP (official)
hostinger-api-mcp
70
Tied at 70 with 6; won on name order; lowest token cost in category.
3 tools~355 tok
Memory11 tested
Basic Memory
basic-memory
93
Tied at 93 with 1; won on more recent activity; no key needed for the tools we called.
21 tools~7,293 tok No key needed for the tools we called
Fetch and HTTP10 tested
MarkItDown (Microsoft)
markitdown-mcp
100
Highest score in category (100 vs 80); lowest token cost in category; no key needed for the tools we called.
1 tools~63 tok No key needed for the tools we called
Looking for GitHub? See the official GitHub MCP server (70/100, tested 2026-10-23).
Score distribution
100 16 90–99 10 80–89 8 70–79 99 60–69 28 50–59 13 <50 23
197 servers by score: 100: 16, 90–99: 10, 80–89: 8, 70–79: 99, 60–69: 28, 50–59: 13, <50: 23. Deprecated servers included.
Top 20 maintained servers by score
What 100 means: the server passed all 5 automated checks (install, no-key handshake, maintenance, docs, license) on its test date. It is not a quality, accuracy or security rating. Ties are ordered by most recent activity, then tool count, then name. A score of 70 can be a cap: a listing scores at most 70 until a tool call passes in our test (84 listings now). Why.
Showing 20 of 197. See all 197 tested servers (search, filters, sorting) · Browse by category · Deprecated servers.
| Server | Category | Score · breakdown | Tools | API key | Install | Last tested |
|---|---|---|---|---|---|---|
SAP Fiori MCP Server (official) @sap-ux/fiori-mcp-server | Developer platforms | 100 | 9 | No key needed for the tools we called | npx -y @sap-ux/fiori-mcp-server Copy | 2026-10-31 |
draw.io MCP (official) @drawio/mcp | Design | 100 | 8 | No key needed for the tools we called | npx -y @drawio/mcp Copy | 2026-11-01 |
Chrome DevTools MCP (Google) chrome-devtools-mcp | Browser automation | 100 | 32 | No key needed for the tools we called | npx -y chrome-devtools-mcp Copy | 2026-10-22 |
Desktop Commander @wonderwhy-er/desktop-commander | Files | 100 | 26 | No key needed for the tools we called | npx -y @wonderwhy-er/desktop-commander Copy | 2026-10-22 |
Playwright MCP (Microsoft) @playwright/mcp | Browser automation | 100 | 25 | No key needed for the tools we called | npx -y @playwright/mcp Copy | 2026-10-22 |
AWS Documentation (AWS Labs) awslabs.aws-documentation-mcp-server | Documentation | 100 | 5 | No key needed for the tools we called | uvx awslabs.aws-documentation-mcp-server Copy | 2026-10-22 |
Tavily tavily-mcp | Web search | 100 | 5 | API key | npx -y tavily-mcp Copy | 2026-10-22 |
Context7 (Upstash) @upstash/context7-mcp | Documentation | 100 | 2 | No key needed for the tools we called | npx -y @upstash/context7-mcp Copy | 2026-10-22 |
MarkItDown (Microsoft) markitdown-mcp | Fetch and HTTP | 100 | 1 | No key needed for the tools we called | uvx markitdown-mcp Copy | 2026-10-22 |
Redis MCP (official, Redis) redis-mcp-server | Databases | 100 | 53 | No key needed for the tools we called | uvx redis-mcp-server --url <redis-url> Copy | 2026-10-22 |
Git (reference, Python) mcp-server-git | Developer platforms | 100 | 12 | No key needed for the tools we called | uvx mcp-server-git --repository <path-to-repo> Copy | 2026-10-22 |
Time (reference, Python) mcp-server-time | Utilities | 100 | 2 | No key needed for the tools we called | uvx mcp-server-time Copy | 2026-10-22 |
Shopify Dev (official) @shopify/dev-mcp | Documentation | 100 | 5 | No key needed for the tools we called | npx -y @shopify/dev-mcp Copy | 2026-10-22 |
Browser (agent-infra) @agent-infra/mcp-server-browser | Browser automation | 100 | 21 | No key needed for the tools we called | npx -y @agent-infra/mcp-server-browser Copy | 2026-10-22 |
arXiv arxiv-mcp-server | Web search | 100 | 19 | No key needed for the tools we called | uvx arxiv-mcp-server Copy | 2026-10-22 |
Git (cyanheads) @cyanheads/git-mcp-server | Developer platforms | 100 | 28 | No key needed for the tools we called | npx -y @cyanheads/git-mcp-server Copy | 2026-10-22 |
REA: Reverse Engineer Anything rea-agents | Developer platforms | 95 | 207 | No key needed for the tools we called | npx -y rea-agents mcp Copy | 2026-10-24 |
shadcn/ui @jpisnice/shadcn-ui-mcp-server | Documentation | 95 | 10 | No key needed for the tools we called | npx -y @jpisnice/shadcn-ui-mcp-server Copy | 2026-10-22 |
Basic Memory basic-memory | Memory | 93 | 21 | No key needed for the tools we called | uvx basic-memory mcp Copy | 2026-10-22 |
Everything (reference test server) @modelcontextprotocol/server-everything | Testing | 93 | 16 | No key needed for the tools we called | npx -y @modelcontextprotocol/server-everything Copy | 2026-10-27 |
full pointspartial0 / not reportedSegments: install 20 · handshake 30 · maintenance 25 · docs 15 · license 10
Recent changes
See all changes · Since last week · Follow updates (RSS) · Deprecations only (RSS)
Recently found deprecated (22)
- Redis (legacy reference) 2026-10-22
- CircleCI (official) 2026-10-22
- Browserbase 2026-10-22