Engrava alternatives

1

Reverie

by knowall.ai

B

Graph memory that dreams: Neo4j knowledge-graph memory for AI agents with hybrid search

2

Link

by gowtham0992

A

Local personal memory for agents as MCP tools — remember, recall, search, context, graph traversal.

3

Shodh Memory

by varun29ankuS

C

Cognitive memory for AI agents — semantic search, Hebbian learning, knowledge graphs.

Local-first, cloud-friendly memory — 100+ tools, 99.2% LongMemEval-S retrieval@8, hybrid search.

5

Octobrain

by Muvon

A

Persistent memory for AI assistants with semantic search and knowledge graph relationships.

6

Arxiv

by blazickjp

A

Search arXiv papers, download full text, semantic search, citation graphs, and alerts via MCP.

7

Socraticode

by giancarloerra

B

MCP server for enterprise local codebase indexing, semantic search, and code dependency graphs.

8

DocsMint

by HiAi-gg

A

Cloud or self-hosted knowledge for AI agents: hybrid search, reranking, GraphRAG, scoped MCP tools.

9

Octocode

by Muvon

A

AI-powered code indexer with semantic search and knowledge graphs

10

Misakanet

by Ikalus1988

A

Failure-memory layer for coding agents: search evidence-rated failure lessons by error text.

11

Marm

by Lyellr88

A

Universal MCP Server with advanced AI memory capabilities and semantic search.

Token-efficient code review knowledge graph: semantic search and call-graph resolution.

13

ContextStream MCP Server

by contextstreamio

C

ContextStream MCP server for code context, memory, search, and AI tools.

14

Eur Lex

by cyanheads

A

Search EU legislation, CJEU case law, and treaties; traverse CELLAR graph; browse EuroVoc concepts.

15

Markdown Vault MCP

by pvliesdonk

B

Generic markdown vault MCP with hybrid search

16

Minutes

by silverstein

A

The private, owned conversation-memory layer for AI. Record, transcribe, and search every meeting.

Graph-powered code intelligence with semantic search and knowledge graph for AI assistants