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AgentIndex
azure-ai-search-foundry-iq-live-knowledge-sources logo
azure-ai-search-foundry-iq-live-knowledge-sources
★ 17
vs
company-docs-mcp logo
company-docs-mcp
★ 49

azure-ai-search-foundry-iq-live-knowledge-sources vs company-docs-mcp

azure-ai-search-foundry-iq-live-knowledge-sources: This accelerator helps platform teams connect various knowledge sources, such as Fabric Ontology or remote MCP tools, to an Azure AI Search Foundry IQ Knowledge Base. It enables natural language querying to receive grounded results with verifiable source evidence, integrating seamlessly with both REST and MCP clients.; company-docs-mcp: Company Docs MCP transforms diverse documentation (markdown, HTML, PDFs, web pages) into an AI-searchable knowledge base using Cloudflare Workers AI and Supabase. It enables teams to query their internal documentation in plain English via AI tools like Claude or Cursor, facilitating efficient information retrieval.

01

TL;DR

azure-ai-search-foundry-iq-live-knowledge-sources logo
azure-ai-search-foundry-iq-live-knowledge-sourcesRAG / Knowledge Base · ★ 17

Evaluating Foundry IQ Live Knowledge Sources for managed organizations and conducting field demonstrations.

Read azure-ai-search-foundry-iq-live-knowledge-sources full review →
company-docs-mcp logo
company-docs-mcpRAG / Knowledge Base · ★ 49

Quickly finding answers in internal company documentation

Read company-docs-mcp full review →
02

Side-by-Side Comparison

Field
azure-ai-search-foundry-iq-live-knowledge-sources logoazure-ai-search-foundry-iq-live-knowledge-sources
company-docs-mcp logocompany-docs-mcp
Category
RAG / Knowledge Base
RAG / Knowledge Base
Stars
★ 17
★ 49
License
MIT
MIT
Install Command
git clone --depth 1 https://github.com/microsoft/azure-ai-search-foundry-iq-live-knowledge-sources.git && cd azure-ai-search-foundry-iq-live-knowledge-sources && ./liveks bootstrap && ./liveks init --profile byo-fabric --env liveks-byo
git clone https://github.com/southleft/company-docs-mcp.git && cd company-docs-mcp && npm install
Updated
1w ago
1mo ago
Open Source
Yes
Yes
Website
↗ Visit
↗ Visit
GitHub
↗ GitHub
↗ GitHub
Tags
Azure AI Search, Foundry IQ, Knowledge Base
Knowledge Base, RAG, Vector Search
03

Features

azure-ai-search-foundry-iq-live-knowledge-sources logoazure-ai-search-foundry-iq-live-knowledge-sources
01Integrates diverse knowledge sources, including Fabric Ontology and remote HTTPS MCP servers, into a unified Knowledge Base.
02Supports natural language queries against the Knowledge Base, providing grounded results with activity, references, and source data.
03Offers a comprehensive CLI (LiveKS) for validation, deployment, verification, invocation, and cleanup of resources.
04Exposes a native `knowledge_base_retrieve` endpoint compatible with MCP clients for seamless integration into agentic workflows.
05Includes an offline 'try' mode to inspect response and evidence contracts without requiring cloud resources.
company-docs-mcp logocompany-docs-mcp
01Ingest diverse content formats (Markdown, HTML, PDF, URLs, websites)
02Convert content into AI-searchable vectors for semantic search
03Integrates with AI tools (Claude, Cursor, Slack) for documentation querying
04Leverages Cloudflare Workers AI for embedding without extra API keys
05Stores vectorized content in Supabase PostgreSQL database
04

Use Cases

azure-ai-search-foundry-iq-live-knowledge-sources logoazure-ai-search-foundry-iq-live-knowledge-sources
↳Evaluating Foundry IQ Live Knowledge Sources for managed organizations and conducting field demonstrations.
↳Connecting existing Microsoft Fabric workspaces and ontologies to enhance knowledge base grounding.
↳Validating live MCP Server Knowledge Sources to integrate external tools into retrieval processes.
↳Rehearsing greenfield deployments of Fabric and Azure AI Search resources for agentic retrieval solutions.
company-docs-mcp logocompany-docs-mcp
↳Quickly finding answers in internal company documentation
↳Enabling AI assistants to access and respond with company-specific knowledge
↳Consolidating fragmented documentation sources into a unified, searchable system
↳Integrating documentation search directly into team communication platforms like Slack
FAQ

FAQ

What is the difference between azure-ai-search-foundry-iq-live-knowledge-sources and company-docs-mcp?
Both azure-ai-search-foundry-iq-live-knowledge-sources and company-docs-mcp are in the RAG / Knowledge Base category. azure-ai-search-foundry-iq-live-knowledge-sources has 17 stars, while company-docs-mcp has 49 stars.
Which is better, azure-ai-search-foundry-iq-live-knowledge-sources or company-docs-mcp?
The best choice depends on your use case. Choose azure-ai-search-foundry-iq-live-knowledge-sources if Evaluating Foundry IQ Live Knowledge Sources for managed organizations and conducting field demonstrations., and company-docs-mcp if Quickly finding answers in internal company documentation.
Is azure-ai-search-foundry-iq-live-knowledge-sources free or open source?
Yes, azure-ai-search-foundry-iq-live-knowledge-sources is open source on GitHub (MIT).
Is company-docs-mcp free or open source?
Yes, company-docs-mcp is open source on GitHub (MIT).
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