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Limma

Limma is an MCP server that reads and maps your company's documents and data, providing AI agents with complete answers and proof. It ensures comprehensive data retrieval, overcoming limitations of traditional chunking and retrieval methods.

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Limma is a powerful MCP server designed to enhance data retrieval for AI agents by reading and mapping a company's documents and data comprehensively. Unlike traditional methods that rely on chunking and retrieval, Limma ensures that AI agents receive complete answers with proof, addressing the limitations of fragmented data retrieval. It connects to various data sources, including documents, spreadsheets, emails, and cloud folders, through a single MCP endpoint, allowing seamless integration and comprehensive data coverage.

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Limma's unique approach involves reading every connected source once and holding it as a structured map that AI agents can query. This ensures that the answers provided are based on the entire data set, not just the fragments that rank highest. Each value returned by Limma is linked back to its original source, allowing users to verify the information rather than relying on trust alone.

The platform offers a range of pricing plans to suit different needs, starting with a free plan that allows 250 pages per month without requiring a credit card. Paid plans include the Starter plan at $49 per month for 2,500 pages, the Team plan at $199 per month for 12,000 pages, and the Business plan at $799 per month for 60,000 pages. An on-premise license is also available for organizations that require unmetered pages and prefer to run Limma within their own infrastructure.

Limma is designed for organizations that need precise and complete data retrieval for their AI agents. It is particularly beneficial for businesses that deal with large volumes of documents and require accurate data mapping and retrieval. By providing proof for every answer and highlighting any gaps in the data, Limma ensures transparency and reliability in data handling.

  • CategoryAI Agent Builders
  • Pricing ModelFreemium
  • DeploymentCloud, On-Premise
  • PlatformsWeb

  • Comprehensive data mapping

  • Proof for every answer

  • Single MCP endpoint

  • Integration with multiple data sources

  • Free plan available

  • On-premise deployment option

  • Real-time data updates

  • Native connectors for popular platforms

  1. Get a key: Start on the Free plan

  2. Connect your agent: Integrate with supported MCP tools

  3. Connect your data: Link folders, cloud storage, and databases

  4. Use: Query data through your AI agent

  • Data Retrieval
  • Document Mapping
  • Proof Verification
  • Real-Time Updates
  • On-Premise Deployment

Limma Reviews

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