--- title: "Oxylabs MCP Server: review, setup & limitations · Undominated.ai" canonical: https://undominated.ai/mcp-servers/oxylabs/ description: "Retrieve rendered webpages, search-engine results and structured extraction output using Oxylabs services." --- # Oxylabs MCP Server: review, setup & limitations · Undominated.ai > Retrieve rendered webpages, search-engine results and structured extraction output using Oxylabs services. [← Explore all mcp servers](/mcp-servers/) WEB RESEARCH / Oxylabs # Oxylabs MCP Server Retrieve rendered webpages, search-engine results and structured extraction output using Oxylabs services. [See setup guidance ↓](#setup)[Original source ↗](https://github.com/oxylabs/oxylabs-mcp) SOURCE REVIEW Reviewed 2026-10-14 Evidence 4 linked sources Publisher Oxylabs Licence [MIT ↗](https://github.com/oxylabs/oxylabs-mcp/blob/e161e7b2c641178c5f762aa57fb14a377f832400/LICENSE) Revision e161e7b2c641 [Read what was—and wasn’t—checked ↓](#review) “Retrieve rendered webpages, search-engine results and structured extraction output using Oxylabs services.” [Oxylabs · upstream description ↗](https://github.com/oxylabs/oxylabs-mcp/blob/e161e7b2c641178c5f762aa57fb14a377f832400/README.md) Our analysis follows below. 01 / THE REASONING ## Why this made the selection. - Retrieve rendered webpages, search-engine results and structured extraction output using Oxylabs services. - The setup documentation makes this operating boundary explicit: Different credentials authorize separate product toolsets; HTTP mode forwards credentials per request through Basic and AI Studio headers. ### A good fit for - Retrieve rendered webpages, search-engine results and structured extraction output using Oxylabs services. - Launch uvx oxylabs-mcp with Python >=3.12,<4. Set OXYLABS_USERNAME and OXYLABS_PASSWORD for Web Scraper API, or OXYLABS_AI_STUDIO_API_KEY for AI Studio; omit unused placeholder credentials. ### Weigh up before choosing - Local mode selects tools from configured credentials, while HTTP lists tools even without working credentials. OAuth-only remote clients cannot supply the required headers. - Package/container parity with the pinned source and transitive dependency security were not established. 02 / THE REVIEW RECORD ## What we actually inspected. Source review has boundaries. A clear record is more useful than a “safe” badge. ### Material inspected - README.md - LICENSE - pyproject.toml - src/oxylabs_mcp/config.py ### Our findings - Different credentials authorize separate product toolsets; HTTP mode forwards credentials per request through Basic and AI Studio headers. - Local mode selects tools from configured credentials, while HTTP lists tools even without working credentials. OAuth-only remote clients cannot supply the required headers. ### Not established by this review - No server installation, authentication, live tool execution or isolation test was performed. - Package/container parity with the pinned source and transitive dependency security were not established. The review applies to the material and revision named here. A newer upstream release can change its behavior. 03 / PUT IT TO WORK ## Connect a server deliberately. [Upstream setup instructions ↗](https://github.com/oxylabs/oxylabs-mcp/blob/e161e7b2c641178c5f762aa57fb14a377f832400/README.md) DOCUMENTED COMMAND uvx oxylabs-mcp Copy command ↗ Copying does not execute this command. It may retrieve a newer version than the reviewed source. - Launch uvx oxylabs-mcp with Python >=3.12,<4. Set OXYLABS_USERNAME and OXYLABS_PASSWORD for Web Scraper API, or OXYLABS_AI_STUDIO_API_KEY for AI Studio; omit unused placeholder credentials. - Verify the connected account, available tools and target resource before authorizing mutations. ### Before you start - Pinned package Python requirement: >=3.12, <4. - A compatible local process MCP client. - Different credentials authorize separate product toolsets; HTTP mode forwards credentials per request through Basic and AI Studio headers. ### Compatibility MCP clients that can launch the documented local process. ### Implementation Python ### Transports stdio · Streamable HTTP ### Local process with service or workstation access - Different credentials authorize separate product toolsets; HTTP mode forwards credentials per request through Basic and AI Studio headers. ### Cost model Publisher service entitlements, API usage and infrastructure charges apply where applicable; the MCP source licence does not include external services. 04 / FOLLOW THE EVIDENCE ## The source trail. Our notes are separate from the original resource. Check upstream before adopting a new version. - [Pinned publisher README and migration notices ↗](https://github.com/oxylabs/oxylabs-mcp/blob/e161e7b2c641178c5f762aa57fb14a377f832400/README.md) Checked 2026-10-14 https://github.com/oxylabs/oxylabs-mcp/blob/e161e7b2c641178c5f762aa57fb14a377f832400/README.md Supports: description, setup, capabilities, review, limitations - [Licence text at the reviewed commit ↗](https://github.com/oxylabs/oxylabs-mcp/blob/e161e7b2c641178c5f762aa57fb14a377f832400/LICENSE) Checked 2026-10-14 https://github.com/oxylabs/oxylabs-mcp/blob/e161e7b2c641178c5f762aa57fb14a377f832400/LICENSE Supports: license - [Pinned package metadata ↗](https://github.com/oxylabs/oxylabs-mcp/blob/e161e7b2c641178c5f762aa57fb14a377f832400/pyproject.toml) Checked 2026-10-14 https://github.com/oxylabs/oxylabs-mcp/blob/e161e7b2c641178c5f762aa57fb14a377f832400/pyproject.toml Supports: install, language, review - [Pinned implementation inspected for launch or permission boundary ↗](https://github.com/oxylabs/oxylabs-mcp/blob/e161e7b2c641178c5f762aa57fb14a377f832400/src/oxylabs_mcp/config.py) Checked 2026-10-14 https://github.com/oxylabs/oxylabs-mcp/blob/e161e7b2c641178c5f762aa57fb14a377f832400/src/oxylabs_mcp/config.py Supports: review, install, access, limitations KEEP COMPARING ## Other approaches to consider. Related by category or shared topics. These are alternatives to inspect, not a measured quality order. [### AgentQL MCP Server ↗ Extract structured fields from a webpage using a URL and a natural-language data description.](/mcp-servers/agentql/)[### SerpApi MCP Server ↗ Search multiple search engines with engine-specific schemas and optional interactive result views.](/mcp-servers/serpapi/)[### You.com MCP Bridge ↗ Connect local MCP clients to You.com search and discovery using a documented stdio bridge.](/mcp-servers/you-search/) [AI Tools ↗](/tools/)[Skills ↗](/skills/)[Agents ↗](/agents/)[MCP Servers ↗](/mcp-servers/)[Workflows ↗](/workflows/) ## Continue your investigation - [Inspect resource evidence](/tools/) - [Choose a host](/agents/) - [Inspect reusable workflows](/skills/) - [Use Undominated data](/api/)