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Kit For AI

Persistent memory and grounded knowledge for AI agents — native MCP tools your agent calls directly. Memory plus document ingestion and retrieval in one API. No RAG stack to babysit. Works with any mo

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Kit For AI screenshot, image 1

Overview

Persistent memory and grounded knowledge for AI agents — native MCP tools your agent calls directly. Drop in any file or URL; skip building and babysitting a RAG stack. One API, works with any model. Free to start.

AI summary

Kit for AI offers a unified API for AI agents that integrates persistent memory and document ingestion, allowing users to input various file types and URLs to create searchable knowledge bases. It emphasizes ease of use by eliminating the need for complex RAG stacks, enabling faster deployment and retrieval of information.

Sources behind this listingSee source links, recorded dates and owner corrections.

Observed facts come from public pages. Founder-edited facts are supplied by the verified owner. AI-inferred facts are model interpretations; derived facts are calculated from other data. A source link lets you check the current page. It does not guarantee the fact is still current.

Dates show when a record was saved. Some older records use the listing’s update date; they are not proof of a fresh check. Missing source records are shown explicitly.

TaglinePersistent memory and grounded knowledge for AI agents — native MCP tools your agent calls directly. Memory plus document ingestion and retrieval in one API. No RAG stack to bab...
ObservedRecorded Source: kitforai.com
DescriptionPersistent memory and grounded knowledge for AI agents — native MCP tools your agent calls directly. Drop in any file or URL; skip building and babysitting a RAG stack. One API,...
ObservedRecorded Source: kitforai.com
Free planYes
ObservedRecorded Source: kitforai.com
Free trialYes
ObservedRecorded Source: kitforai.com
Pricing modelfreemium
AI-inferredRecorded Source: kitforai.com
IntegrationsGitHub
ObservedRecorded Source: kitforai.com
Plan: FreeFree
AI-inferredRecorded Source: kitforai.com
Plan: ProCustom
AI-inferredRecorded Source: kitforai.com
Plan: BusinessCustom
AI-inferredRecorded Source: kitforai.com
Plan: EnterpriseCustom
AI-inferredRecorded Source: kitforai.com
SummaryKit for AI offers a unified API for AI agents that integrates persistent memory and document ingestion, allowing users to input various file types and URLs to create searchable ...
AI-inferredRecorded Source link unavailable

Pricing

Pricing recorded 1 October 2026Pricing page
Free
Free
files
10
videos
5
ai calls
100
messages
20
  • Free forever, no card needed
  • 20 messages a month
  • Turn 10 files or web pages into clean text
Pro
Custom
files
2000
videos
150
messages
1500
storage gb
25
  • Invite only
  • 1,500 messages a month
  • Convert 2,000 files or web pages
Business
Custom
files
20000
videos
1000
messages
10000
storage gb
50
  • Invite only
  • 10,000 messages a month
  • Convert 20,000 files or web pages
Enterprise
Custom
  • Custom pricing for scale
  • Custom volume + SLAs
  • Dedicated infrastructure
Enterprise tierFree tier: 20 messages a month, 10 files, 5 videos, 1 knowledge base

Who Is It For

Best for

Developers and AI engineers looking for a streamlined solution to integrate memory and document processing into AI applications without extensive setup.

–Not for

Users seeking a fully managed service without any development involvement or those needing extensive customization beyond the provided API capabilities.

Strengths & Weaknesses

Biggest strength

The ability to convert multiple document formats into clean Markdown or structured JSON, facilitating easy integration with AI workflows while maintaining data privacy and security.

Biggest weakness

Pricing information is not publicly available, which may hinder potential users from assessing the cost-effectiveness of the service. (AI-inferred; may be outdated. Founders can correct this)

Classification

Likely competitors
OpenAILangChainHaystackCohere

Alternatives to Kit For AI

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How we sourced this: Observed fields () were crawled from https://kitforai.com/ when recorded. Source links and dates are available above. AI-inferred fields () were generated by gpt-4o-mini and are always labelled, never presented as measured fact. Last updated: 8 October 2026. Site availability checked: 8 October 2026. Is this your tool? Claim it to edit and get a do-follow badge.