Learning & Documentation MCP Servers for Microsoft Copilot

Services, case studies, 169 data and AI guides, and AI readiness scoring. Read-only, keyless.

SIP/VoIP/telecom grounding for AI agents: vendor docs, RFCs, STIR/SHAKEN, traces, configs.

Search WindowsForum.com threads, posts, and Windows news; fetch documents and Microsoft KB info.

Yappy for macOS (yappy.biz): release, pricing, features, requirements, Mac compatibility.

Read-only Bicycle Guide registry: published guides, homes, taxonomy, capability spine. No auth.

Read-only Bicycle Guide registry: published guides, homes, taxonomy, capability spine. No auth.

MCP server for langchain documentation, generated by doc2mcp.

Read-only Bicycle Guide registry: published guides, homes, taxonomy, capability spine. No auth.

Apple Developer Documentation with Semantic Search, RAG, and AI reranking for MCP clients

Read-only Bicycle Guide registry: published guides, homes, taxonomy, capability spine. No auth.

UPSC prep: interactive quizzes, previous-year questions, daily current affairs, cited study search

Query core AI knowledge, essays, executable Labs, Homeric data and epistemic claims.

Kannada/English Carnatic flute KSGMS syllabus — search lessons, log practice, ask a RAG guru.

W3C MCP — web-standards lookup over w3c/browser-specs (GitHub, CF-reachable).

Read-only docs for the Accordo CRM framework: what it proves, and where it stops.

MCP server for autoxingtech documentation, generated by doc2mcp.

Access and search Branch's official API documentation directly within any AI agent or client.

AI product expert answering from live source code, with sources and a verification status.

Public Fabricate pricing and documentation tools.

AP study content, practice, FRQ feedback, progress, plans, and student tools for AI apps.

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