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MemoryPlugin VS GraphPilot

Compare MemoryPlugin VS GraphPilot and see what are their differences

MemoryPlugin

Cure your AI of amnesia with MemoryPlugin. A simple, powerful plugin that helps your AI remember things.

Rating
0 reviews
Pricing
Paid $15 / Monthly (Core)
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Alternatives Is it good?
GraphPilot

GraphPilot is a managed edge cache for GraphQL and plain HTTP APIs that purges cached responses automatically when a GraphQL mutation returns an object they contain.

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Rating
0 reviews
Pricing
Freemium €149 / Monthly (Jet plan, 500K request units/mo, excl. VAT)
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Alternatives Is it good?
DaytaBrain
DaytaBrain is your AI strategy partner: it keeps strategy and execution connected, warns leaders when initiatives drift, recommends the next decision and learns from the results. The 20 to 60 hours per cycle spent on reports? Gone. sponsored

Which is more popular?

Productivity popularity
100% vs 0%
alternatives listed
36 vs 1

Base details

Website, pricing, platforms and company facts side by side.

MemoryPlugin
GraphPilot
Website memoryplugin.com graphpilot.io
Pricing
Paid $15 / Monthly (Core) Official pricing
Freemium €149 / Monthly (Jet plan, 500K request units/mo, excl. VAT) Official pricing
Platforms
Web
Web SaaS MacOS Linux Windows +2
Company — Startup from Germany · 1 - 9 employees · 2026
Listed in
AI Productivity AI Tools Developer Tools +1
GraphQL Content Distribution CDN Caching API Tools Developer Tools API Web Application Security +5

About MemoryPlugin and GraphPilot

In their own words, as submitted to SaaSHub.

MemoryPlugin
GraphPilot

MemoryPlugin is the universal memory layer for AI systems. It enables persistent context across chats and platforms, so AI can recall precise user details and preferences over time. Developers can integrate memory seamlessly via browser extensions, MCP servers, custom plugins, and a robust...

Read more about MemoryPlugin

GraphPilot is a managed edge cache for GraphQL APIs and plain HTTP endpoints. It takes read traffic off your origin, answers cached requests from the edge in milliseconds, and clears cached responses automatically when your data changes. How it works Schema-driven caching: GraphPilot reads your...

Read more about GraphPilot

Features and specs

What each product offers, as listed by its team.

MemoryPlugin 3 features
GraphPilot 16 features
  • AI-powered search
    Finds the right information from thousands of past chats based on meaning, not just keywords.
  • Automatic memory management
    AI organizes your memories — combining related ones, removing duplicates, and tracking changes over time through the Memory Suggestions feature.
  • Smart Memory summarization
    AI summarizes and compresses memories intelligently to make better use of the context window, enabling more focused and faster conversations.
  • Edge caching for GraphQL
    Caches GraphQL queries over GET, POST and QUERY at the edge, keyed by query text, operation name and variables
  • Plain HTTP and REST caching
    Caches any HTTP API based on your origin's Cache-Control headers
  • Schema-driven cache keys
    Reads your schema and adds key fields to queries, so every cached response knows which objects it contains
  • Automatic invalidation
    Purges cached responses that contain an object when a GraphQL mutation returns it
  • Custom and composite keys
    @surrogateKey for custom and composite keys, with support for interfaces and unions
  • Purge API and CLI
    Purge by key, cache key, request id or query hash, hard or soft, via API, the gpilot CLI or the Cockpit
  • Cache partitioning
    Separate cache entries per user, organization, locale or verified JWT claim
  • Request collapsing
    Concurrent identical requests share one origin fetch per edge location
  • Persisted queries
    Persisted queries and trusted documents
  • Edge security
    JWT and API key verification, request signing, query depth and document size limits, introspection blocked by default
  • Cockpit insights
    Per-request telemetry for hit rate, latency and origin traffic, with a history of purges
  • Federation Support
    Sits in front of your federation router and caches the composed supergraph
  • Origin shielding
    Fewer origin requests through a shield location (paid plans)
  • Global Edge Network
    Runs on Fastly's global edge network
  • Config As Code
    Deploy with gpilot.toml and your schema.graphql
  • Free Plan
    Glider plan, free to start

Analysis

An editorial look at what each product does well and who it suits.

MemoryPlugin
GraphPilot

Overall verdict

  • MemoryPlugin appears to be a niche productivity/memory-enhancement tool, but there is limited independent, verifiable information available about its effectiveness, security practices, and company reputation, so it's best approached with caution and due diligence before committing.

Why this product is good

  • Claims to help users retain and organize information more effectively, which addresses a common productivity pain point
  • May integrate with existing workflows or browsers, offering convenience for users who want passive memory assistance
  • Positions itself in the growing space of AI-assisted personal knowledge management tools
  • Likely offers a straightforward setup for users seeking quick memory augmentation features

Recommended for

  • Individuals looking for lightweight memory or note-retention aids
  • Users curious about AI-driven personal knowledge tools who are willing to test unproven products
  • People who prioritize experimentation with new productivity tools over established, heavily-reviewed solutions
  • Not recommended for users requiring enterprise-grade security, verified reviews, or long-term vendor stability without further independent research

No analysis of GraphPilot yet.

Category popularity

How often each product is chosen within a category, 0–100% relative to the other.

Score bands 0–20 21–40 41–50 51–60 61–100
MemoryPlugin
GraphPilot
100% 100%
Productivity
0% 0%
0% 0%
Web Application Security
100% 100%
100% 100%
AI
0% 0%
0% 0%
API
100% 100%

Questions & Answers

As answered by people managing MemoryPlugin and GraphPilot.

What's the story behind your product?

GraphPilot's answer:

GraphPilot is built by Kay Schecker, a solo founder from Düsseldorf, Germany. Caching GraphQL at the edge is easy to start and hard to get right: most setups end up choosing between short TTLs and purging far too much. GraphPilot was built to use the schema itself as the source of truth for what a response contains, so invalidation can be precise. The slogan says it: "We fly the complexity so you don't have to."

Why should a person choose your product over its competitors?

GraphPilot's answer:

Choose GraphPilot if you want caching that is driven by your schema and invalidation you can verify. Setup is a config file plus your schema, and you are live in minutes. It works with Apollo Server, GraphQL Yoga, PostGraphile and federation routers, and it also caches plain HTTP APIs. It runs on Fastly's global edge network, is built and operated in Germany, and has a free plan (Glider) so you can test it on real traffic before you pay.

What makes your product unique?

GraphPilot's answer:

GraphPilot reads your GraphQL schema and turns it into cache keys. It adds the key fields each query needs, removes them from the response again, and tags every cached response with the objects it contains. When a mutation returns a changed object, GraphPilot purges the responses that contain it, without hand-written cache tags or short TTLs as a safety net. You can see each purge, with its reason, in the Cockpit.

How would you describe the primary audience of your product?

GraphPilot's answer:

Engineering teams running GraphQL in production with read-heavy traffic: e-commerce, marketplaces, content platforms, SaaS dashboards and mobile app backends. Typically a platform or backend team that wants less origin load and lower latency without building and maintaining its own caching and invalidation layer.

Which are the primary technologies used for building your product?

GraphPilot's answer:

The edge runtime is written in Rust and compiled to WebAssembly on Fastly Compute. The platform and API run on TypeScript and PostgreSQL, the Cockpit is built with React, and the CLI (gpilot) is a single Rust binary for macOS, Linux and Windows.

User comments

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