Vectr alternatives
23 web search MCP servers from other publishers do the same job as Vectr. The closest match comes first, then the best rated, with at most two per publisher.
Persistent memory for AI assistants with semantic search and knowledge graph relationships.
No reviews yetlocal · mixed15650/wkFreeMCP server for enterprise local codebase indexing, semantic search, and code dependency graphs.
No reviews yetlocal · npm3.3k3.0k/wkFreeUniversal MCP Server with advanced AI memory capabilities and semantic search.
No reviews yetlocal · mixed421532/wkFreeCognitive memory for AI agents — semantic search, Hebbian learning, knowledge graphs.
No reviews yetlocal · npm29479/wkFreePack local or remote codebases into AI-friendly files that LLMs and coding agents can read or search
No reviews yetlocal · npm29k112k/wkFreeSearch arXiv papers, download full text, semantic search, citation graphs, and alerts via MCP.
No reviews yetlocal · pypi3.2k21k/wkFreeAI-powered code indexer with semantic search and knowledge graphs
No reviews yetlocal · mixed478513/wkFreeNo-API-key web search, page fetching and document reading across many engines. Local-first.
No reviews yetlocal · mixed1692.1k/wkFreeFailure-memory layer for coding agents: search evidence-rated failure lessons by error text.
No reviews yetlocal · pypi520762/wkFreeSearch Keyline Icons by name and get any icon's SVG source or React import. No key, no network.
No reviews yetlocal · npm138692/wkFreeVisit https://brave.com/search/api/ for a free API key. Search the web, local businesses, images,…
No reviews yetgateway-ready1.5kFreeA semantic search engine for files and code.
No reviews yetlocal · pypi247212/wkFreeLocal personal memory for agents as MCP tools — remember, recall, search, context, graph traversal.
No reviews yetlocal · pypi213125/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/wkFreeLocal-first, cloud-friendly memory — 100+ tools, 99.2% LongMemEval-S retrieval@8, hybrid search.
No reviews yetlocal · pypi28681/wkFreeLocal-first document management and semantic search for AI coding agents
No reviews yetlocal · npm343233/wkFreeGraph memory that dreams: Neo4j knowledge-graph memory for AI agents with hybrid search
No reviews yetlocal · npm69122/wkFreeThe private, owned conversation-memory layer for AI. Record, transcribe, and search every meeting.
No reviews yetlocal · npm1.5kFreeMCP server for the Semantic Scholar API: search 200M+ papers, citations, authors, recommendations.
No reviews yetlocal · pypi232.3k/wkFreeFast per-repo documentation indexer and full-text search MCP server for codebases.
No reviews yetlocal · npm163.2k/wkFreeCalibre ebook library server: search, read content, curate metadata, semantic search, gated writes.
No reviews yetlocal · npm221.1k/wkFreeGraph-powered code intelligence with semantic search and knowledge graph for AI assistants
No reviews yetlocal · npm20316/wkFree
Vectr alternatives by what you need
Open source Vectr alternatives (23)
Published under an open licence such as MIT or Apache-2.0.
Octobrain, Socraticode, Marm, Shodh Memory, Repomix, Arxiv, Octocode, Free Search and 15 more below.
Hosted Vectr alternatives (1)
Nothing to install: a remote endpoint you add by URL. Also callable through the mcp.market gateway.
Local Vectr alternatives (22)
A package you install and run on your own machine, so your data stays on your computer.
Octobrain, Socraticode, Marm, Shodh Memory, Repomix, Arxiv, Octocode, Free Search and 14 more below.
Vectr and its alternatives compared
| Server | Grade | Rating | Licence | Runs | Stars |
|---|---|---|---|---|---|
| Vectr(this one) | A88 | No reviews yet | MIT | Local | 2 |
| Octobrain | A94 | No reviews yet | Apache-2.0 | Local | 15 |
| Socraticode | B83 | No reviews yet | AGPL-3.0 | Local | 3.3k |
| Marm | A92 | No reviews yet | Apache-2.0 | Local | 421 |
| Shodh Memory | C68 | No reviews yet | Apache-2.0 | Local | 294 |
| Repomix | A92 | No reviews yet | MIT | Local | 29k |
| Arxiv | A92 | No reviews yet | Apache-2.0 | Local | 3.2k |
| Octocode | A94 | No reviews yet | Apache-2.0 | Local | 478 |
| Free Search | B83 | No reviews yet | MIT | Local | 169 |
| Misakanet | A92 | No reviews yet | Apache-2.0 | Local | 520 |
| Keyline Icons | A89 | No reviews yet | MIT | Local | 138 |
| Brave | A97 | No reviews yet | MIT | Hosted | 1.5k |
| Vexor | B83 | No reviews yet | MIT | Local | 247 |
| Link | A92 | No reviews yet | MIT | Local | 213 |
| Crg | B75 | No reviews yet | Apache-2.0 | Local | 76 |
| ContextStream MCP Server | C62 | No reviews yet | MIT | Local | 43 |
| M3 Memory | A92 | No reviews yet | Apache-2.0 | Local | 28 |
| Documentation | A88 | No reviews yet | MIT | Local | 343 |
| Reverie | B80 | No reviews yet | MIT | Local | 69 |
| Minutes | A92 | No reviews yet | MIT | Local | 1.5k |
| Semantic Scholar MCP Server | B83 | No reviews yet | MIT | Local | 23 |
| Docdex | B77 | No reviews yet | MIT | Local | 16 |
| Calibre | A85 | No reviews yet | MIT | Local | 22 |
| Codeseeker | C69 | No reviews yet | Apache-2.0 | Local | 20 |