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#knowledge-graph

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Echo Mem (by echo-mem)

Shared memory for AI agents on your own Postgres. The server never calls an LLM to write.

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Ori Mnemos (by aayoawoyemi)

Local-first persistent agentic memory powered by Recursive Memory Harness (RMH). Open source must win.

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Menerio (by MichaelZelbel)

One brain for all your AI tools. Capture your thoughts once, and every AI can understand, use, and build on them.

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Nuclide (by casadesante)

Nuclide: total information dominance on radiopharmaceuticals. An open, cited knowledge graph of theranostics and diagnostic nuclear medicine: 811 records, static JSON API, MCP server and CLI. Forked from OnCo.

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Togomcp (by dbcls)

MCP server for life-science knowledge graphs

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Yidam (by goedelsoup)

A template and toolchain for living knowledge artifacts

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Omniseek (by Battam1111)

Your agent seeks what search can't find. A self-hosted perception MCP server that transcribes speech, reads behind logins, sees images and video frames, crosses languages, and remembers.

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Hippocampus (by marcelinollima)

Self-hosted long-term memory for Claude Code: hybrid search (BM25 + vectors + link graph) over plain Markdown, served over MCP.

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Brainlayer (by EtanHey)

Persistent memory MCP for AI agents — SQLite, knowledge graph, 13-tool Python MCP + 17-tool BrainBar surface with ToolAnnotations

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Maxgraph (by RuMemory)

MaxGraph — persistent context memory for AI agents (MCP-native, self-hosted). Your AI forgets. MaxGraph remembers. Always.

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Lense (by adeelahmad)

Lens: intelligence for your agent. Safe, secure and cost-effective. A self-hosted, cited knowledge graph and MCP server for your agents, from a Raspberry Pi to the cloud.

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Tere4ai (by josesiqueira)

EU AI Act and HLEG Trustworthy AI as a provenance-carrying knowledge graph, served to coding agents through MCP tools. Engineering and documentation support, not legal advice.

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Sanctum Mind (by lkmconstructs)

Persistent memory and identity for AI minds, served as MCP tools on Postgres.

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Med Lit Mcp (by junhewk)

MCP server for staged, auditable medical literature reviews that builds an evidence-linked Obsidian wiki (search → screening → fetch → wiki)

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Wicked Estate (by mikeparcewski)

What your agents know about your system: a 114-language code graph, memory and knowledge in one local MCP binary. 30 tools, 3 domains.

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MemoryPilot (by Soflutionltd)

The most advanced AI memory server in the world. Hybrid search, Temporal Knowledge Graph, transformer embeddings, AAAK compression (3x token savings) — pure Rust, single binary, zero dependencies.