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seenrelay

v0.3.10

by ovladon

Find repeated expensive read-only checks, duplicate tool calls, and cold concurrent misses in AI agent workloads before native-first, policy-gated reuse.

What seenrelay does, in the publisher's words

Find out whether your agent fleet is wasting time or provider spend on repeated read-only validation, before enabling reuse.

SeenRelay starts with a free shadow audit. Run the workload you already have while every authoritative validation stays enabled. Measure exact recurrence, stronger local/source/provider-native controls, safety equivalence and prospective economics. Keep SeenRelay only where the result is USE; accept DO NOT USE or INSUFFICIENT EVIDENCE everywhere else.

Currently free · no account · no SeenRelay API key required.

  • simultaneous identical eligible calls can be coalesced in-process;
  • completed read-only results can be reused only inside an explicit caller-defined freshness window;
  • optional encrypted caller-owned L1 storage can reuse values across workers or restarts;

From the project README, punctuation lightly normalized · Open the README on GitHub

Skills
1
MCP servers
1
Stars
0
License
n/a
Repo created
2026-08-24
Last pushed
2026-10-06
Publisher type
User
Version
0.3.10

Links

Skills · 1

seenrelay
Measure repeated expensive read-only validation across agent fleets before enabling reuse. Start in shadow mode, preserve authoritative and stronger native controls, and prefer caller-owned private reuse before optional shared evidence.

Descriptions come from the frontmatter of each SKILL.md, punctuation lightly normalized.

MCP servers · 1

seenrelaystreamable-http
https://seenrelay.com/mcp

Read from the plugin's own mcp.json. We list environment variable names, never values.

Category

Agent Tooling. Assigned by this directory. Agent Plugins 1.0.0 has no category field, so no manifest declares one.

Keywords

mcp · ai-agents · agent-fleets · freshness · validation · revalidation · agent-skills · agent-infrastructure · cost-optimization · duplicate-tool-calls · single-flight · request-coalescing · shadow-audit

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