One memory. Every skill. Every AI.

Your AI
subscription,
supercharged.

Less repetition. More productivity. Engram keeps your documents, decisions, skills and agent setups in one place, and every MCP client you connect reads and writes the same memory.

32
MCP tools
768-d
Embeddings
4
Clients tested
Create free account →No card · bearer keys · revoke anytime

Works with your AI tools

Verified against production · not a compatibility claim
Claude Code
v2.1.316

Remote HTTP server added with a bearer header. mcp list reports Connected.

● Verified
MCP Inspector
CLI 2.13.0

Listed tools and called get_agent_context on production.

● Verified
TypeScript SDK
sdk 1.32.2

All 32 tools, skills, agents, scopes, read-only keys and cross-user isolation. 149 checks.

● Verified
Python SDK
mcp 1.30.0

save_memory, get_thread_context, list_skills and get_agent_context on real workspace data.

● Verified
How it works

One memory, one endpoint

01 Remember02 Teach03 Configure04 Connect
01 · Remember

Drop PDFs, Markdown or text into a Library, and keep a Thread per project. Decisions, facts and tasks are saved as typed memories, by you or your AI.

02 · Teach

Write Skills once: versioned instruction packs such as a review checklist or a writing style. Publish the ones agents should use.

03 · Configure

Save Agents: identity, instructions, skills and the libraries each may read. get_agent_context hands any AI the whole setup within a size budget.

04 · Connect

Create a scoped Key per AI tool. It calls one endpoint, /mcp, every call is logged, and you can revoke it without touching the others.

Building block

Memory

Libraries and threads every AI reads from.

  • —PDF, TXT and Markdown, searchable by meaning
  • —Threads with typed memories and a summary
  • —Citations back to the source passage
Add a library →
New · reusable

Skills

Reusable instructions, written once.

  • —Draft and published states
  • —Full version history with restore
  • —Loaded into agents only when published
Write a skill →
Building block

Agents

Saved setups any AI can step into.

  • —Identity, instructions, style, constraints
  • —Assigned skills and libraries
  • —Access is capped by each key's scope
Create an agent →
Pricing

Free to use

Engram runs on Appwrite Cloud's free plan: Auth, TablesDB, Storage and Embeddings. No card required. Rate limit: 60 MCP calls per minute per key.

MCP endpoint
/mcp
Transport
Streamable HTTP
Protocol
2024-11 → 2025-11
Auth
Bearer engram_ keys

Secured by Appwrite Auth · httpOnly session cookie