Microsoft Learn MCP
Search Microsoft documentation with original source links.
Technical documentation / 技术文档
Microsoft documentation only. Retrieved passages still require source and date checks.
Documentation: 2026-10-22 · none14 ways to move
your task forward.
26 source-backed candidates across 11 task types. Documentation is checked separately from task execution. Select a task to compare its exact input and output requirements.
Cloudflare Documentation MCP
Retrieve Cloudflare product and API documentation.
Technical documentation / 技术文档
Cloudflare documentation only. Inspect the current tool schema before calling.
Documentation: 2026-10-22 · noneDeepWiki MCP
Explore documentation and structure of public code repositories.
Generated documentation and repository coverage vary. Validate claims against the code.
Documentation: 2026-10-22 · noneExa Search MCP
Search public web sources for research.
Hosted access has provider limits. Confirm current authentication, quotas and charges; search is not source verification.
Documentation: 2026-10-22 · limited_public_or_oauthTavily MCP
Search the web and extract content from supplied URLs.
Public web research / 网页资料搜索 · Web page extraction / 网页正文提取
Search and extraction access differs from research/crawl features. Check the account plan and page access rights.
Documentation: 2026-10-22 · limited_public_or_oauthFirecrawl MCP
Search and extract web pages with an authenticated MCP connection.
Public web research / 网页资料搜索 · Web page extraction / 网页正文提取
Keyless features use a separate limited setup. This connection plan uses OAuth. Crawl scope, page permissions and usage credits apply.
Documentation: 2026-10-22 · oauth_or_api_keyBrave Search API
Search the web with freshness filters and source URLs.
Public web research / 网页资料搜索 · Recent news research / 新闻检索
A fresh web search is not exhaustive news coverage. Current subscription quotas and pricing must be checked.
Documentation: 2026-10-22 · api_keyJina Reader API
Turn an accessible public page URL into text suitable for an Agent.
Free access is rate limited. This profile covers URL reading, not structured schema extraction or unlimited crawling.
Documentation: 2026-10-22 · optional_api_keyPerplexity MCP
Search web sources through the Perplexity API MCP service.
API calls may incur charges. Source support and relevance must be checked for each result.
Documentation: 2026-10-22 · oauth_or_api_keyContext7 MCP
Resolve a library and retrieve its documentation for a specific coding task.
Technical documentation / 技术文档
Library/version coverage varies. A similarly named package is not necessarily the intended package.
Documentation: 2026-10-22 · optional_api_keySemantic Scholar Graph API
Find research papers and citation metadata.
Metadata is not full text or proof of research quality. Coverage and rate limits vary.
Documentation: 2026-10-22 · optional_api_keyOpenAlex API
Search scholarly works, authors and linked publication metadata.
Work records describe scholarly outputs; they do not guarantee open full text. Use stable OpenAlex/DOI identifiers.
Documentation: 2026-10-22 · optional_api_keyCrossref REST API
Retrieve DOI and publication metadata deposited with Crossref.
Metadata and DOI lookup, not article full-text extraction or a quality ranking.
Documentation: 2026-10-22 · nonearXiv API
Search arXiv preprints and retrieve Atom metadata with source links.
Preprints are not necessarily peer reviewed. The metadata API does not perform PDF extraction.
Documentation: 2026-10-22 · noneFull machine-readable catalog · Refresh and deduplication status