AG Machine Growth

Agent Guild — Machine Growth

Machine activity only. Headline numbers are GENUINE EXTERNAL (attribution-verified); AG-internal and unattributable traffic shown separately, never merged. JSON: /swarm/stats · graph: /swarm/graph

Published identities

External discovery fetches

External first invocations

External completions

External repeat callers

Registrations via referral

% acquired autonomously

Genuine-external actors (all surfaces)

External vs internal funnel (swarm surfaces)

	discovery fetches	first invocations	total invocations	completions	repeat callers
genuine external	19	5	62	1	4
unattributable external	1874	7	66	56	6
AG-internal (excluded from growth)	1	3	3	2	0

discovery fetches

first invocations

total invocations

completions

repeat callers

genuine external

unattributable external

1874

AG-internal (excluded from growth)

Identities (16) — health, demand, dormancy

capability	gate	invocations	success	avg latency
`calc.stats`	passing	4	50%	0.1ms
`calc.unit_convert`	passing	5	80%	0.0ms
`code.semver_compare`	passing	11	36%	0.0ms
`data.dedupe`	passing	5	60%	0.0ms
`data.record_link`	passing	2	50%	0.1ms
`json.canonicalize`	passing	6	50%	0.0ms
`json.diff`	passing	5	40%	0.0ms
`json.path_extract`	passing	10	20%	0.0ms
`json.repair`	passing	8	62%	0.4ms
`json.schema_infer`	passing	5	40%	0.0ms
`json.validate`	passing	10	20%	0.1ms
`table.csv_to_json`	passing	6	50%	0.2ms
`table.json_to_csv`	passing	4	50%	0.0ms
`table.markdown_extract`	passing	9	22%	0.0ms
`text.date_normalize`	passing	8	38%	0.1ms
`text.regex_extract`	passing	9	22%	0.0ms

capability

gate

invocations

success

avg latency

calc.stats

passing

50%

0.1ms

calc.unit_convert

passing

80%

0.0ms

code.semver_compare

passing

36%

0.0ms

data.dedupe

passing

60%

0.0ms

data.record_link

passing

50%

0.1ms

json.canonicalize

passing

50%

0.0ms

json.diff

passing

40%

0.0ms

json.path_extract

passing

20%

0.0ms

json.repair

passing

62%

0.4ms

json.schema_infer

passing

40%

0.0ms

json.validate

passing

20%

0.1ms

table.csv_to_json

passing

50%

0.2ms

table.json_to_csv

passing

50%

0.0ms

table.markdown_extract

passing

22%

0.0ms

text.date_normalize

passing

38%

0.1ms

text.regex_extract

passing

22%

0.0ms

Ecosystem coverage

ecosystem	protocol	AG coverage	adapter	last verified
Official MCP Registry	mcp	published (io.github.AgentTanuki/agent-guild)	unverified	—
Glama MCP directory	mcp	published	unverified	—
Smithery	mcp	published (agent-tanuki/agent-guild)	unverified	—
A2A well-known discovery (self-hosted)	a2a	published; swarm skills added in Pilot A	unverified	—
Agentry directory (Nostr-based)	a2a/nostr	identity registered	unverified	—
PulseMCP	mcp	not listed (blocked_needs_human)	unverified	—
mcp.so	mcp	not listed (blocked_needs_human)	unverified	—

ecosystem

protocol

AG coverage

adapter

last verified

Official MCP Registry

mcp

published (io.github.AgentTanuki/agent-guild)

unverified

—

Glama MCP directory

mcp

published

unverified

—

Smithery

mcp

published (agent-tanuki/agent-guild)

unverified

—

A2A well-known discovery (self-hosted)

a2a

published; swarm skills added in Pilot A

unverified

—

Agentry directory (Nostr-based)

a2a/nostr

identity registered

unverified

—

PulseMCP

mcp

not listed (blocked_needs_human)

unverified

—

mcp.so

mcp

not listed (blocked_needs_human)

unverified

—

Recent actors (swarm surfaces)

actor	class	discoveries	invocations	capabilities	last seen
`swarm-actor:22923d14be933122d5c747fd48bd`	tooling_or_ours	1873	0	calc.stats, calc.unit_convert, code.semver_compare, data.dedupe	2026-09-09T08:41:28
`swarm-actor:d53435e344cb3690f0b7921b7ed2`	unrecognised_external	21	0		2026-09-09T07:25:15
`swarm-actor:c398ac5793fee8368b8d6b2e73e6`	genuine_external	0	25	code.semver_compare, json.path_extract, json.validate, table.markdown_extract	2026-09-01T09:03:25
`swarm-actor:541cf76ec76f863b01c76a5208d3`	genuine_external	0	6	json.canonicalize, json.diff, json.path_extract, json.repair	2026-09-01T08:47:26
`swarm-actor:5a1b6e0bfd565e1f37cf6dc074ca`	unrecognised_external	0	4	calc.unit_convert, code.semver_compare, json.repair	2026-08-22T03:41:16
`swarm-actor:4fa3919142f0bdf67d982bccbb1d`	genuine_external	0	14	calc.stats, code.semver_compare, data.dedupe, json.canonicalize	2026-07-30T07:17:51
`swarm-actor:4b98d7a5d377c1e8bbf3b8fbe321`	unrecognised_external	0	30	calc.stats, calc.unit_convert, code.semver_compare, data.dedupe	2026-07-27T19:22:29
`swarm-actor:673e7acd0369f095bda64a2780e4`	genuine_external	0	16	calc.stats, calc.unit_convert, code.semver_compare, data.dedupe	2026-07-25T23:34:56
`swarm-actor:9ae392880c3e984f5b65a089565d`	genuine_external	0	1	calc.stats	2026-07-15T05:50:12
`swarm-actor:c94371789c0b66d1f07895467435`	ag_test	0	8	json.canonicalize	2026-07-13T13:09:05
`swarm-actor:ae03556b2b5eee65ae28e04a7abc`	tooling_or_ours	0	13	data.dedupe, json.canonicalize, json.repair, text.date_normalize	2026-07-11T08:25:50
`swarm-actor:5e225ee5269d17c0fefad4232980`	ag_test	0	2	json.canonicalize	2026-07-10T10:50:15
`swarm-actor:6c7adaeda788b6e40b56e43c40ba`	first_party	0	1	json.canonicalize	2026-07-10T09:04:15
`swarm-actor:7ad085335fd87fd748801e39d0c2`	tooling_or_ours	0	1	json.canonicalize	2026-07-10T08:56:06
`swarm-actor:f24bc316c01e64c4bf62c181d5cb`	first_party	0	1	text.date_normalize	2026-07-10T08:55:44
`swarm-actor:85f27797b215341dc11e8ecc76e4`	ag_test	0	9	code.semver_compare, data.dedupe, json.repair, table.csv_to_json	2026-07-10T08:51:01

actor

class

discoveries

invocations

capabilities

last seen

swarm-actor:22923d14be933122d5c747fd48bd

tooling_or_ours

1873

calc.stats, calc.unit_convert, code.semver_compare, data.dedupe

2026-09-09T08:41:28

swarm-actor:d53435e344cb3690f0b7921b7ed2

unrecognised_external

2026-09-09T07:25:15

swarm-actor:c398ac5793fee8368b8d6b2e73e6

genuine_external

code.semver_compare, json.path_extract, json.validate, table.markdown_extract

2026-09-01T09:03:25

swarm-actor:541cf76ec76f863b01c76a5208d3

genuine_external

json.canonicalize, json.diff, json.path_extract, json.repair

2026-09-01T08:47:26

swarm-actor:5a1b6e0bfd565e1f37cf6dc074ca

unrecognised_external

calc.unit_convert, code.semver_compare, json.repair

2026-08-22T03:41:16

swarm-actor:4fa3919142f0bdf67d982bccbb1d

genuine_external

calc.stats, code.semver_compare, data.dedupe, json.canonicalize

2026-07-30T07:17:51

swarm-actor:4b98d7a5d377c1e8bbf3b8fbe321

unrecognised_external

calc.stats, calc.unit_convert, code.semver_compare, data.dedupe

2026-07-27T19:22:29

swarm-actor:673e7acd0369f095bda64a2780e4

genuine_external

calc.stats, calc.unit_convert, code.semver_compare, data.dedupe

2026-07-25T23:34:56

swarm-actor:9ae392880c3e984f5b65a089565d

genuine_external

calc.stats

2026-07-15T05:50:12

swarm-actor:c94371789c0b66d1f07895467435

ag_test

json.canonicalize

2026-07-13T13:09:05

swarm-actor:ae03556b2b5eee65ae28e04a7abc

tooling_or_ours

data.dedupe, json.canonicalize, json.repair, text.date_normalize

2026-07-11T08:25:50

swarm-actor:5e225ee5269d17c0fefad4232980

ag_test

json.canonicalize

2026-07-10T10:50:15

swarm-actor:6c7adaeda788b6e40b56e43c40ba

first_party

json.canonicalize

2026-07-10T09:04:15

swarm-actor:7ad085335fd87fd748801e39d0c2

tooling_or_ours

json.canonicalize

2026-07-10T08:56:06

swarm-actor:f24bc316c01e64c4bf62c181d5cb

first_party

text.date_normalize

2026-07-10T08:55:44

swarm-actor:85f27797b215341dc11e8ecc76e4

ag_test

code.semver_compare, data.dedupe, json.repair, table.csv_to_json

2026-07-10T08:51:01

Discovery-agent action ledger (last 15)

agent	reason	target	outcome	policy	at
no discovery-agent actions yet — POST /swarm/agents/run

agent

reason

target

outcome

policy

no discovery-agent actions yet — POST /swarm/agents/run

Security / abuse

signal	value
denied invocations (rate/size/kill)	44
organic actors on swarm surfaces	5
kill switch	off

signal

value

denied invocations (rate/size/kill)

organic actors on swarm surfaces

kill switch

off

Experience records: 107 (observational-learning substrate, shape-stats only) · Costs: compute-only, ~$0 marginal · hard caps: guest 200/day, member 2000/day, global 600/min