VelesDB Memory alternatives
24 ai and agents MCP servers from other publishers do the same job as VelesDB Memory. The closest match comes first, then the best rated, with at most two per publisher.
Local-first memory engine for AI-agent teams: team/project ACL, recall, and federated sync.
No reviews yetlocal · pypi5443/wkFreeAgentic RAG over one PDF or a whole folder: hybrid search, selective page reads, tables, OCR.
No reviews yetlocal · mixed1361.2k/wkFreePersistent local memory for coding agents: temporal knowledge graph, procedural and episodic recall
No reviews yetlocal · pypi68166/wkFreeRecall locally stored agent memories through an MCP-compatible host.
No reviews yetlocal · pypi23382/wkFreeDeterministic, offline, read-only ADR decision memory for coding agents. No model or network calls.
No reviews yetlocal · npm16419/wkFreeShared fleet memory for AI agents: nightly self-correction, recall every prompt (supported agents).
No reviews yetlocal · npm21.3k/wkFreeHand a project over with the reasons attached. Local-first cross-agent memory MCP + drift detection.
No reviews yetlocal · npm14126/wkFreeMarkdown knowledge base as agent memory. Runs against the notes directory it is started in.
No reviews yetlocal · npm1.7k136/wkFreeProject memory, semantic code search, and grounded agent context.
No reviews yetgateway-ready43964/wkFreeMock, record/replay, verify and chaos-test any HTTP, REST, gRPC or LLM dependency over MCP.
No reviews yetlocal · oci5.0kFreeCross-harness communication mesh for LLM agents — rooms, DMs, presence, and visibility over TCP
No reviews yetlocal · npm2116k/wkFreeAuditable records of human decisions over AI agent work. Approvals, edits, overrides, escalations.
No reviews yetlocal · npm102127/wkFreeCitation-guarded retrieval over 22M Taiwan court judgments and administrative interpretations
No reviews yetgateway-ready320FreeLocal-first agentic RAG with citations - hybrid search, reranking, multimodal document retrieval
No reviews yetlocal · pypi609Free1174 professional Agent Skills + workflow recipes — searchable & fetchable over MCP.
No reviews yetlocal · npm1.4kFreeDeterministic security scanning, no model or API key, plus offline-verifiable proof a fix worked.
No reviews yetlocal · npm11756/wkFreeCoding agent memory — one local MCP server for every project. Warns before repeating failed fixes.
No reviews yetlocal · pypi827FreeRepository intelligence, code graph, history, papertrail, and cross-agent memory for coding agents.
No reviews yetlocal · npm20330/wkFreeStrategic BDI reasoning engine for autonomous AI agents — goals, utility, and replanning.
No reviews yetlocal · npm24.2k/wkFreeActive state management for multi-agent coding: a shared, versioned project brain over MCP.
No reviews yetlocal · npm8705/wkFreeDecision memory for AI coding agents: captures decisions once, briefs every agent before it acts.
No reviews yetlocal · npm10175/wkFreeOpen-source bitemporal memory layer for LLM agents — knowledge graph with conflict resolution.
No reviews yetgateway-ready39FreeCheck tokens, pages and x402 payments before your agent trusts them. Offline verdicts.
No reviews yetlocal · npm3776/wkFreeLocal-first RAG MCP server: hybrid search over a folder of your own documents
No reviews yetlocal · pypi68Free