Capacities alternatives
Object-graph (people, books, projects as typed objects); daily notes; bidirectional links. AI chat grounded in current note; AI property auto-fill; in-editor writing assistant; pattern-finding across objects. Full Capacities record →
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also in Personal AI / PKM / lifelogging memory · same storage (graph, relational) · same retrieval (graph-traversal) · same conflict handling (overwrite) · same memory unit (document, fact) · also offered managed
OSS ? Self-host — Managed ✓ MCP ✓ Compare with Capacities →
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also in Personal AI / PKM / lifelogging memory · same storage (graph) · same retrieval (graph-traversal) · same conflict handling (overwrite) · same memory unit (document) · also offered managed
OSS ? Self-host — Managed ✓ MCP ? Compare with Capacities →
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also in Personal AI / PKM / lifelogging memory · same storage (graph, relational) · same retrieval (graph-traversal, similarity) · same conflict handling (overwrite) · same memory unit (document, fact) · also offered managed
OSS ? Self-host — Managed ✓ MCP ✓ Compare with Capacities →
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also in Personal AI / PKM / lifelogging memory · same storage (relational) · same retrieval (similarity) · same conflict handling (overwrite) · same memory unit (document) · also offered managed
OSS ? Self-host — Managed ✓ MCP ✓ Compare with Capacities →
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also in Personal AI / PKM / lifelogging memory · same storage (graph, relational) · same retrieval (graph-traversal, similarity) · same conflict handling (overwrite) · same memory unit (fact) · also offered managed
OSS ? Self-host — Managed ✓ MCP ? Compare with Capacities →
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also in Personal AI / PKM / lifelogging memory · same storage (graph) · same retrieval (graph-traversal, similarity) · same conflict handling (overwrite) · same memory unit (document) · also offered managed
OSS ✓ Self-host ✓ Managed ✓ MCP ? ★ 1.5k MIT Compare with Capacities →
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also in Personal AI / PKM / lifelogging memory · same storage (graph) · same retrieval (graph-traversal, similarity) · same conflict handling (overwrite) · same memory unit (document) · also offered managed
OSS ? Self-host — Managed ✓ MCP ? Compare with Capacities →
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also in Personal AI / PKM / lifelogging memory · same storage (relational) · same retrieval (similarity) · same conflict handling (overwrite) · same memory unit (document) · also offered managed
OSS ? Self-host — Managed ✓ MCP — Compare with Capacities →
Ranked by shared memory design (storage, retrieval, conflict handling, memory unit), same section and shared must-haves (open source, self-hosting, MCP), with adoption as a tie-breaker. ✓ confirmed · — no · ? not in the catalog yet. Want picks for your own requirements? Use the chooser. Checking a whole project? Check your stack.