emem_memory_token

shallow

io.github.Vortx-AI/emem · Verify this server

Mint a citation handle, `emem:fact:<cell64>:<fact_cid>` (or `:<state_cid>`), that any agent or LLM resolves to the byte-identical signed object. The antidote to referential drift on the value side: hand this one string to another agent instead of re-describing the fact. Validates both components are non-empty and free of the `:` separator. Memory algebra: the `cite` operation (https://emem.dev/docs/model.html). When to use: Call when the agent wants a single rebindable string to cite a place plus an attested fact across messages, threads, agents, or tools, without re-fetching or re-describing it. Pair with `emem_verify_receipt` on the receiving end to check the signed payload. To cite an OBJECT rather than a single reading, use emem_entity's `emem:entity:` token. FOR MANY FACTS, USE emem_memory_bundle INSTEAD, and this is a measured cost rather than a style preference. Measured over 131 scalar facts at 12 places across 57 bands: a token is 84 characters and 51 LLM tokens, while the signed value it points at averages 10.9 characters and 5.4 LLM tokens. So N individual tokens cost roughly 9.5x the CONTEXT of simply pasting the N numbers (7.7x by characters; the gap is BPE fragmenting a base32 cid, and LLM tokens are the unit that bills a window), and an N-token prompt hits the context wall SOONER than the plain values would. A bundle is 38 characters and 23 LLM tokens at ANY N up to 256 and resolves in one round trip: it beats individual tokens from N=1 and beats pasting the plain values from N>=5. Individual tokens are for citing ONE fact you must be able to verify later; they are the wrong tool for carrying a set. Example arguments: {"cell":"defi.zb493.xoso.zcb6a","fact_cid":"cxjiu7l54ujzrpnekp24n4534yojpue4mprddbvevnqtti3lh5bq"}

100.0/100

1 trials · measured 8 days ago

emem_memory_token scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against io.github.Vortx-AI/emem, measured 25 Aug 2026 under methodology v0.2.0. Every measured component scored 100.

Component breakdown

ComponentWeightValue
Reliability35%not applicable
Schema integrity25%100.0
Failure behaviour15%not applicable
Latency15%not applicable
Concurrency10%not applicable

Tool details

Transport
remote + stdio
Credential class
self-provisionable
Input schema
not declared
Output schema
not declared
Side-effect classification
unclassified

Score history

DayScoreTierMethodology
2026-08-25100.0shallowv0.2.0

Probe evidence

ProbeOutcomes
schema_integritypass: 1

Raw request/response logs are not archived yet — the outcome counts above are drawn directly from every recorded trial.

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Vouch score: emem_memory_token
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emem_memory_token — Vouch