MGI-Mind alternatives
19 web search MCP servers from other publishers do the same job as MGI-Mind. The closest match comes first, then the best rated, with at most two per publisher.
Graph memory that dreams: Neo4j knowledge-graph memory for AI agents with hybrid search
No reviews yetlocal · npm69122/wkFreeLocal personal memory for agents as MCP tools — remember, recall, search, context, graph traversal.
No reviews yetlocal · pypi213125/wkFreeCognitive memory for AI agents — semantic search, Hebbian learning, knowledge graphs.
No reviews yetlocal · npm29479/wkFreeLocal-first, cloud-friendly memory — 100+ tools, 99.2% LongMemEval-S retrieval@8, hybrid search.
No reviews yetlocal · pypi28681/wkFreePersistent memory for AI assistants with semantic search and knowledge graph relationships.
No reviews yetlocal · mixed15650/wkFreeSearch arXiv papers, download full text, semantic search, citation graphs, and alerts via MCP.
No reviews yetlocal · pypi3.2k21k/wkFreeMCP server for enterprise local codebase indexing, semantic search, and code dependency graphs.
No reviews yetlocal · npm3.3k3.0k/wkFreeCloud or self-hosted knowledge for AI agents: hybrid search, reranking, GraphRAG, scoped MCP tools.
No reviews yetgateway-ready1181.6k/wkFreeAI-powered code indexer with semantic search and knowledge graphs
No reviews yetlocal · mixed478513/wkFreeFailure-memory layer for coding agents: search evidence-rated failure lessons by error text.
No reviews yetlocal · pypi520762/wkFreeUniversal MCP Server with advanced AI memory capabilities and semantic search.
No reviews yetlocal · mixed421532/wkFreeTrack brand citations across seven AI search surfaces. Free OSS; optional EUR 99 client-ready audit.
No reviews yetlocal · npm46807/wkFreeApple Human Interface Guidelines search, lookup, and project audits for AI coding agents.
No reviews yetlocal · npm14574/wkFreeToken-efficient code review knowledge graph: semantic search and call-graph resolution.
No reviews yetlocal · pypi761.1k/wkFreeContextStream MCP server for code context, memory, search, and AI tools.
No reviews yetlocal · npm43588/wkFreeSearch EU legislation, CJEU case law, and treaties; traverse CELLAR graph; browse EuroVoc concepts.
No reviews yetgateway-ready82.0k/wkFreeGeneric markdown vault MCP with hybrid search
No reviews yetlocal · mixed34474/wkFreeThe private, owned conversation-memory layer for AI. Record, transcribe, and search every meeting.
No reviews yetlocal · npm1.5kFreeGraph-powered code intelligence with semantic search and knowledge graph for AI assistants
No reviews yetlocal · npm20316/wkFree
MGI-Mind alternatives by what you need
Open source MGI-Mind alternatives (19)
Published under an open licence such as MIT or Apache-2.0.
Reverie, Link, Shodh Memory, M3 Memory, Octobrain, Arxiv, Socraticode, DocsMint and 11 more below.
Hosted MGI-Mind alternatives (2)
Nothing to install: a remote endpoint you add by URL. Also callable through the mcp.market gateway.
Local MGI-Mind alternatives (17)
A package you install and run on your own machine, so your data stays on your computer.
Reverie, Link, Shodh Memory, M3 Memory, Octobrain, Arxiv, Socraticode, Octocode and 9 more below.
MGI-Mind and its alternatives compared
| Server | Grade | Rating | Licence | Runs | Stars |
|---|---|---|---|---|---|
| MGI-Mind(this one) | B77 | No reviews yet | Apache-2.0 | Local | 10 |
| Reverie | B80 | No reviews yet | MIT | Local | 69 |
| Link | A92 | No reviews yet | MIT | Local | 213 |
| Shodh Memory | C68 | No reviews yet | Apache-2.0 | Local | 294 |
| M3 Memory | A92 | No reviews yet | Apache-2.0 | Local | 28 |
| Octobrain | A94 | No reviews yet | Apache-2.0 | Local | 15 |
| Arxiv | A92 | No reviews yet | Apache-2.0 | Local | 3.2k |
| Socraticode | B83 | No reviews yet | AGPL-3.0 | Local | 3.3k |
| DocsMint | A96 | No reviews yet | Apache-2.0 | Hosted | 118 |
| Octocode | A94 | No reviews yet | Apache-2.0 | Local | 478 |
| Misakanet | A92 | No reviews yet | Apache-2.0 | Local | 520 |
| Marm | A92 | No reviews yet | Apache-2.0 | Local | 421 |
| GEO Tracker by DigestSEO | B83 | No reviews yet | MIT | Local | 46 |
| HIG Doctor | B83 | No reviews yet | MIT | Local | 145 |
| Crg | B75 | No reviews yet | Apache-2.0 | Local | 76 |
| ContextStream MCP Server | C62 | No reviews yet | MIT | Local | 43 |
| Eur Lex | A86 | No reviews yet | Apache-2.0 | Hosted | 8 |
| Markdown Vault MCP | B83 | No reviews yet | MIT | Local | 34 |
| Minutes | A92 | No reviews yet | MIT | Local | 1.5k |
| Codeseeker | C69 | No reviews yet | Apache-2.0 | Local | 20 |