Give your agents answers that search can't return.
Lokaah turns the web into a connected graph of entities and relationships, so your agents can answer questions that span multiple sources.
Search finds pages. Your agent still has to connect them.
Web search dumps unverified HTML for humans to browse. Lokaah provides a pre-resolved, traversable entity graph in a single MCP call.
What happens when an agent asks a question.
Pick a real question below. See how standard web search gets lost in unstructured pages, while Lokaah returns an exact, statutory answer in a single MCP tool call.
With Web Search Only
Wipro lists several independent directors. Articles mention Deepak Satwalekar in multiple contexts, but search cannot cross-reference Ministry of Corporate Affairs DIN records to confirm active overlapping seats without manually checking annual PDF filings.
With Lokaah MCP
Deepak Madhav Satwalekar (DIN 00009627) sits on the boards of both Wipro Limited and Home First Finance Company India Limited as an Independent Director.
Everything you need to know about the graph layer.
Direct answers on architecture, entity coverage, and how Lokaah differs from general web scraping.
Is this a search API?
No. Search engines return unstructured documents and HTML pages for humans to read. Lokaah returns a pre-resolved, traversable graph of entities, directional relationships, and statutory citations in a single typed MCP call.
Why not just ask an LLM with web search?
A model with web search has to scrape pages, parse raw HTML, and guess connections at runtime. It consumes thousands of tokens on boilerplate, hallucinates links, and cannot guarantee regulatory accuracy. Lokaah provides a deterministic graph where every edge carries its primary statutory source.
Where does the data come from?
Official public registries, regulatory filings, corporate gazettes, and statutory records across global jurisdictions (including UK Companies House, SEC EDGAR, MCA India, and exchange disclosures). Every fact is anchored to its original source document and timestamp.
Does this index our internal company files?
No. Lokaah is built exclusively for the public, statutory, and regulatory web. We do not index internal documents, Notion workspaces, or private company databases.
How does an agent integrate with Lokaah?
Through standard Model Context Protocol (MCP) or our REST API. Any agent running in Claude, Cursor, OpenAI, or custom multi-agent frameworks can call Lokaah tools directly to resolve entities, walk multi-hop relationships, and verify citations.
How is pricing and beta access structured?
We are currently rolling out in beta with selected design partners. Access is enabled per workspace with dedicated support and agreed terms for production volume.