MCP Memory Graph alternatives

19 web search MCP servers from other publishers do the same job as MCP Memory Graph. The closest match comes first, then the best rated, with at most two per publisher.

You are comparing against MCP Memory Graph

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MCP Memory Graph listing

1
Shodh Memory
by varun29ankuS
C
Cognitive memory for AI agents — semantic search, Hebbian learning, knowledge graphs.
No reviews yet
local · npm29479/wkFree
2
Octobrain
by Muvon
A
Persistent memory for AI assistants with semantic search and knowledge graph relationships.
No reviews yet
local · mixed15650/wkFree
3
Socraticode
by giancarloerra
B
MCP server for enterprise local codebase indexing, semantic search, and code dependency graphs.
No reviews yet
local · npm3.3k3.0k/wkFree
4
Octocode
by Muvon
A
AI-powered code indexer with semantic search and knowledge graphs
No reviews yet
local · mixed478513/wkFree
5
Marm
by Lyellr88
A
Universal MCP Server with advanced AI memory capabilities and semantic search.
No reviews yet
local · mixed383532/wkFree
6
Superlocalmemory
by varun369
C
Local-first AI memory with knowledge graphs and hybrid search. 17+ AI tools via MCP. Free.
No reviews yet
local · npm2261.4k/wkFree
7
Arxiv
by blazickjp
A
Search arXiv papers, download full text, semantic search, citation graphs, and alerts via MCP.
No reviews yet
local · pypi3.2kFree
8
Link
by gowtham0992
A
Local personal memory for agents as MCP tools — remember, recall, search, context, graph traversal.
No reviews yet
local · pypi182197/wkFree
9
Reverie
by knowall.ai
B
Graph memory that dreams: Neo4j knowledge-graph memory for AI agents with hybrid search
No reviews yet
local · npm6963/wkFree
10
Codeseeker
by jghiringhelli
C
Graph-powered code intelligence with semantic search and knowledge graph for AI assistants
No reviews yet
local · npm20316/wkFree
11
Sui Knowledge Base (kapa.ai)
by jessiemongeon1
A
Semantic search across Sui documentation and knowledge sources, powered by kapa.ai
No reviews yet
gateway-ready7.8kFree
12
Misakanet
by Ikalus1988
A
Failure-memory layer for coding agents: search evidence-rated failure lessons by error text.
No reviews yet
local · pypi520762/wkFree
13
Vexor
by scarletkc
B
A semantic search engine for files and code.
No reviews yet
local · pypi241594/wkFree
14
Documentation
by andrea9293
A
Local-first document management and semantic search for AI coding agents
No reviews yet
local · npm34496/wkFree
15
M3 Memory
by skynetcmd
A
Local-first memory — 100+ tools, 99.2% LongMemEval-S retrieval@8, hybrid search, GDPR, no cloud.
No reviews yet
local · pypi251.7k/wkFree
16
ContextStream MCP Server
by contextstreamio
C
ContextStream MCP server for code context, memory, search, and AI tools.
No reviews yet
local · npm43588/wkFree
17
Eur Lex
by cyanheads
A
Search EU legislation, CJEU case law, and treaties; traverse CELLAR graph; browse EuroVoc concepts.
No reviews yet
gateway-ready82.0k/wkFree
18
Minutes
by silverstein
A
The private, owned conversation-memory layer for AI. Record, transcribe, and search every meeting.
No reviews yet
local · npm1.5kFree
19
Sverklo
by sverklo
C
Local-first MCP code intelligence: 37 tools — hybrid search, blast-radius, diff review, memory.
No reviews yet
local · npm80171/wkFree

MCP Memory Graph alternatives by what you need

Open source MCP Memory Graph alternatives (19)

Published under an open licence such as MIT or Apache-2.0.

Shodh Memory, Octobrain, Socraticode, Octocode, Marm, Superlocalmemory, Arxiv, Link and 11 more below.

Hosted MCP Memory Graph alternatives (2)

Nothing to install: a remote endpoint you add by URL. Also callable through the mcp.market gateway.

Sui Knowledge Base (kapa.ai), Eur Lex.

Local MCP Memory Graph alternatives (17)

A package you install and run on your own machine, so your data stays on your computer.

Shodh Memory, Octobrain, Socraticode, Octocode, Marm, Superlocalmemory, Arxiv, Link and 9 more below.

Safest MCP Memory Graph alternatives (11)

Graded A: passed every check the scanner runs on the latest release.

Octobrain, Octocode, Marm, Arxiv, Link, Sui Knowledge Base (kapa.ai), Misakanet, Documentation and 3 more below.

MCP Memory Graph and its alternatives compared

Server	Grade	Rating	Licence	Runs	Stars
MCP Memory Graph(this one)	C65	No reviews yet	MIT	Local	–
Shodh Memory	C68	No reviews yet	Apache-2.0	Local	294
Octobrain	A94	No reviews yet	Apache-2.0	Local	15
Socraticode	B83	No reviews yet	AGPL-3.0	Local	3.3k
Octocode	A94	No reviews yet	Apache-2.0	Local	478
Marm	A92	No reviews yet	Apache-2.0	Local	383
Superlocalmemory	C60	No reviews yet	AGPL-3.0	Local	226
Arxiv	A92	No reviews yet	Apache-2.0	Local	3.2k
Link	A92	No reviews yet	MIT	Local	182
Reverie	B80	No reviews yet	MIT	Local	69
Codeseeker	C69	No reviews yet	Apache-2.0	Local	20
Sui Knowledge Base (kapa.ai)	A93	No reviews yet	Apache-2.0	Hosted	7.8k
Misakanet	A92	No reviews yet	Apache-2.0	Local	520
Vexor	B83	No reviews yet	MIT	Local	241
Documentation	A92	No reviews yet	MIT	Local	344
M3 Memory	A92	No reviews yet	Apache-2.0	Local	25
ContextStream MCP Server	C62	No reviews yet	MIT	Local	43
Eur Lex	A86	No reviews yet	Apache-2.0	Hosted	8
Minutes	A92	No reviews yet	MIT	Local	1.5k
Sverklo	C60	No reviews yet	MIT	Local	80