
The AI workspace where teams and agents get work done together
Kit for AI records 0 monthly visits with 0% month-over-month growth and Freemium pricing. supermemory records 156,579 monthly visits with -7.7% growth and Contact for Pricing pricing.

Persistent memory and grounded knowledge for AI agents, delivered as native MCP tools
| Dimension / Metric | ![]() | ![]() |
|---|---|---|
| Official Domain | kitforai.com | supermemory.ai |
| Pricing Model | Freemium | Contact for Pricing |
| Monthly Visits | 0 (0) | 156.58K (156,579) |
| MoM Traffic Delta | 0 (0%) | -12.98K (-7.7%) |
| Primary Market & Share | 🌐 Global (—) | 🇺🇸 United States (46.2%) |
| Direct Visits / mo | 0 | 71.16K |
| User Rating | 4.2 | 4.5 |
| Supported Platforms | Website | Website |

Persistent memory and grounded knowledge for AI agents, delivered as native MCP tools
remember, recall and search operations ship as native MCP tools that plug into Claude, Cursor and other MCP agents in one command, with the same capabilities available over REST.
PDFs, Word, Excel, PowerPoint, CSV, HTML, images (via OCR) and YouTube links are converted into chunked, model-ready Markdown, including JS-heavy and region-specific web pages.
Group documents into searchable knowledge bases so the agent answers from your sources and shows which passage an answer came from, with a visual graph of connected documents.
Vector embeddings catch paraphrases while full-text search catches exact terms, codes and names, fused with reciprocal rank fusion and reranked so the best passage surfaces first.

A memory and continual-learning engine that gives any AI agent persistent context
A dedicated model extracts, merges, infers and forgets across stored context so the memory graph keeps improving instead of simply accumulating.
Learnings link to the entities, sources and moments around them, storing not just content but a time-aware map of how facts relate.
Memory lives outside model providers and is used through APIs, SDKs, plugins and MCP, so context carries across models and tools.
Relevant memories are injected as tokens into the prompt at request time, giving agents relevant context without unbounded transcripts.

The AI workspace where teams and agents get work done together

SpecialistFocuses on tool integrations and authentication for agents, complementing memory engines rather than storing cross-session context.
SpecialistFocuses on tool integrations and authentication for agents, complementing memory engines rather than storing cross-session context.

One API key for agent-grade web search, fetch, browsing and automation

Free / Open-sourceOne open-source AI gateway for 100+ LLM providers

Free / Open-sourceTurn any document into AI-ready context with agentic parsing and extraction
Free / Open-sourceTurn any document into AI-ready context with agentic parsing and extraction

SpecialistThe universal context engine connecting agents to data, tools, and models
SpecialistOffers enterprise-grade scalable vector search and RAG storage, but lacks supermemory's automated agent memory graph abstractions.

Search foundation built from embeddings, rerankers, and reader APIs
SpecialistAI gateway, observability and guardrails for production LLM apps
Free / Open-sourceProvides open-source persistent user modelling for stateful agents, but focuses more on conversational psychology than universal vector graphs.

One key, one schema, 6,000+ APIs for your AI agents
Free / Open-sourceProvides high-performance open-source vector similarity search, requiring custom schema design for agent memory management.
Free / Open-sourceProvides high-performance open-source vector similarity search, requiring custom schema design for agent memory management.