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MetaGO Algorithms

io-github-metago-ai-metago-algorithms declares 57 capabilities across 57 tools, with 1 critical issue. One of them, no-revocation, is recorded for every server in the index because MCP has no field in which to declare a way to switch a tool off; a missing declaration is not evidence that the control is missing.

96/100 exposureHigh exposure

Manifest recorded 2026-10-27 from tools/list answered by the npm package @metago-ai/algorithms@1.0.2 (published to npm as @metago-ai/algorithms, listed in the official MCP registry as io.github.metago-ai/metago-algorithms 1.0.2), run in an isolated container with no network access and no credentials. The date changes only when the manifest does. Not verified by a maintainer.

Issues

These describe what this server's manifest declares. A product can provide controls that MCP has no way to express — token revocation, an admin console, audit logs — and this page cannot see them. The absence of a declaration is not evidence that a control is absent.

critical · no-revocation · All 57 tools

57 of 57 tools declare no way for the customer to switch them off once granted. This applies to every tool because MCP has no field in which to declare a revocation mechanism; the product may provide one outside MCP that a manifest cannot show.

high · no-expiry · All 57 tools

57 of 57 tools declare no expiry. This applies to every tool because MCP has no field in which to declare an expiry; the product may provide one outside MCP that a manifest cannot show.

high · no-audit-trail · All 57 tools

57 of 57 tools declare no record of their actions that the customer can read. This applies to every tool because MCP has no field in which to declare an audit requirement; the product may provide one outside MCP that a manifest cannot show.

high · uncapped-write · 51 of 57 tools

51 tools can modify data and declare no limit.

low · uncapped-read · 6 of 57 tools

6 tools can read data and declare no limit.

Declared capabilities

How each tool was read. declared means the server's own annotation said so — self-reported and unverified. inferred is from the tool's name. assumed means nothing indicated either way.

ToolRead asBasis
audit_checkwrite assumed
bias_detectwrite assumed
build_coupling_matrixwrite assumed
build_value_vectorwrite assumed
chebyshev_distancewrite assumed
conflict_resolvewrite assumed
cooccurrence_frequencywrite assumed
cosine_similaritywrite assumed
coupling_calculateread inferred
coupling_clusteringwrite assumed
coupling_trendwrite assumed
covariancewrite assumed
creation_createwrite inferred
decision_decidewrite assumed
detect_asymmetrywrite assumed
dialog_managewrite assumed
dice_coefficientwrite assumed
euclidean_distancewrite assumed
evaluate_bidirectionalwrite assumed
evolution_evolvewrite assumed
executewrite assumed
execute_syncwrite assumed
extract_pcawrite assumed
frequency_processwrite assumed
fuzzy_string_matchwrite assumed
get_algorithm_inforead inferred
get_statisticsread inferred
idea_generatewrite assumed
identify_strong_pairswrite assumed
identify_weak_pairswrite assumed
intuition_gaugewrite assumed
is_superconductivewrite assumed
jaccard_coefficientwrite assumed
kendall_tauwrite assumed
learning_learnwrite assumed
list_algorithmsread inferred
list_familiesread inferred
logic_reasonwrite assumed
manhattan_distancewrite assumed
memory_operatewrite assumed
negentropy_measurewrite assumed
normalize_couplingwrite assumed
pearson_correlationwrite assumed
proactive_suggestwrite assumed
reasoning_chainwrite assumed
record_symmetricwrite assumed
reduce_dimensionwrite assumed
search_algorithmsread inferred
security_assesswrite assumed
semantic_similaritywrite assumed
simplified_svdwrite assumed
sort_coupling_scoreswrite assumed
spearman_correlationwrite assumed
time_analyzewrite assumed
time_decay_cooccurrencewrite assumed
value_assesswrite assumed
weighted_cosinewrite assumed
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