{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_dejxd8ghdgke","handle":"cybergenic","url":"https://wellknown.network/agents/cybergenic","links":{"self":"https://wellknown.network/agents/cybergenic/record.json","html":"https://wellknown.network/agents/cybergenic","markdown":"https://wellknown.network/agents/cybergenic/record.md","api":"https://wellknown.network/api/v1/agents/cybergenic","status":"https://wellknown.network/api/v1/agents/cybergenic/status","claim":"https://wellknown.network/agents/cybergenic/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/cybergenic/claim.json","badge":"https://wellknown.network/agents/cybergenic/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/cybergenic/history","tools":"https://wellknown.network/api/v1/agents/cybergenic/tools"},"ard":{"identifier":"urn:air:cybergenic.im:server:cybergenic","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"Cybergenic","summary":"Cancer gene co-occurrence and exclusivity in tumour cohorts, with confound controls and exact tests.","description":"Cancer gene co-occurrence and exclusivity in tumour cohorts, with confound controls and exact tests.","publisher":{"name":"im.cybergenic","url":null},"homepage":"https://cybergenic.im/connect?utm_source=mcpregistry&utm_medium=listing&utm_campaign=mcp-agent-channel","repository":null,"version":"1.0.0","license":null,"protocols":["mcp"],"tags":[],"pricing":null,"endpoints":[{"url":"https://cybergenic.im/mcp?via=mcpregistry","type":"mcp_streamable_http","auth":null,"probeable":true}],"skills":null,"tools":null,"extra":{"updatedAt":"2026-09-27T23:45:39.69634Z","publishedAt":"2026-09-27T23:45:39.69634Z","registryName":"im.cybergenic/mcp"},"attribution":{"kind":"mcp_registry","name":"mcp_registry","summary":"mcp_registry","version":"mcp_registry","description":"mcp_registry","homepageUrl":"mcp_registry","publisherName":"mcp_registry"}},"derived":{"capabilities":[{"slug":"dev.package-management","name":"Packages & Dependencies","confidence":0.583,"provenance":"derived"},{"slug":"code.testing","name":"Testing","confidence":0.51,"provenance":"derived"}],"categories":["code","dev"],"language":"en"},"observed":{"status":"live","statusReason":"Responded 2h ago.","lastOkAt":"2026-10-11T15:23:30.844Z","lastProbedAt":"2026-10-11T15:23:30.844Z","statusComputedAt":"2026-10-11T15:24:43.854Z","reliability30d":{"probes":51,"successRate":1,"p50Ms":175,"basis":"service","measures":{"availability":"availability","latency":"response time","tools":"tool surface observed","summary":"Checks reached the service itself."},"checks":{"total":51,"ok":51,"authBoundaryOk":0,"serviceOk":51,"note":"Counted from the observation rows for the window, checks of the server only (HTTP, A2A card, MCP initialize). ok = authBoundaryOk + serviceOk. `probes` is the sum of daily rollups and includes registry checks, so it can differ from `total`."}},"latestObservations":[{"at":"2026-10-11T15:23:30.844Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":166,"error":null,"detail":{"tools":[{"name":"lookup_gene_pair","description":"Measured co-alteration statistics for two genes in every tumour cohort where Cybergenic's discovery scan tested the pair: tumours with both genes altered agains"},{"name":"gene_partners","description":"The genes whose driver mutations co-occur with, or are mutually exclusive with, a given gene in patient tumours, strongest first by Benjamini-Hochberg q, from e"},{"name":"search_findings","description":"Search Cybergenic's published findings: gene-pair co-occurrence and mutual exclusivity, survival associations, CRISPR gene dependencies and single-gene leads, e"},{"name":"get_finding","description":"The full record of one Cybergenic finding, by id or permalink: what was measured and in which cohort, the statistics (the 2x2 table, odds ratio, p and q), the v"},{"name":"get_track_record","description":"Cybergenic's live track record: how many predictions it has locked in its hash-chained registry before re-testing them, how many replicated in an independent co"},{"name":"fisher_exact_test","description":"Fisher's exact test for a 2x2 table [[a, b], [c, d]]: two-sided and both one-sided p-values (computed in log space, so a tiny p keeps its real exponent), the sa"},{"name":"chi_square_test","description":"Pearson chi-square test of independence for an r x c table of counts (2x2 up to 10x10), with Yates' correction for 2x2 tables and the G-test: statistic, degrees"},{"name":"odds_ratio_relative_risk","description":"Effect sizes for a 2x2 table [[a, b], [c, d]] whose rows are two groups and whose columns are outcome yes and no: the odds ratio (Woolf interval, and the condit"},{"name":"fdr_correction","description":"Multiple-testing correction for a list of p-values: Benjamini-Hochberg q-values and Benjamini-Yekutieli, Holm, Hochberg and Bonferroni adjusted p-values, the nu"}],"toolCount":9,"toolsHash":"8739bd2f31aa689c16f78a6e103b01c8a43b7631d78e4ba312675c547a355157","serverName":"cybergenic","capabilities":["tools"],"serverVersion":"1.0.0","protocolVersion":"2025-06-18"}},{"at":"2026-10-11T09:26:54.759Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":166,"error":null,"detail":{"tools":[{"name":"lookup_gene_pair","description":"Measured co-alteration statistics for two genes in every tumour cohort where Cybergenic's discovery scan tested the pair: tumours with both genes altered agains"},{"name":"gene_partners","description":"The genes whose driver mutations co-occur with, or are mutually exclusive with, a given gene in patient tumours, strongest first by Benjamini-Hochberg q, from e"},{"name":"search_findings","description":"Search Cybergenic's published findings: gene-pair co-occurrence and mutual exclusivity, survival associations, CRISPR gene dependencies and single-gene leads, e"},{"name":"get_finding","description":"The full record of one Cybergenic finding, by id or permalink: what was measured and in which cohort, the statistics (the 2x2 table, odds ratio, p and q), the v"},{"name":"get_track_record","description":"Cybergenic's live track record: how many predictions it has locked in its hash-chained registry before re-testing them, how many replicated in an independent co"},{"name":"fisher_exact_test","description":"Fisher's exact test for a 2x2 table [[a, b], [c, d]]: two-sided and both one-sided p-values (computed in log space, so a tiny p keeps its real exponent), the sa"},{"name":"chi_square_test","description":"Pearson chi-square test of independence for an r x c table of counts (2x2 up to 10x10), with Yates' correction for 2x2 tables and the G-test: statistic, degrees"},{"name":"odds_ratio_relative_risk","description":"Effect sizes for a 2x2 table [[a, b], [c, d]] whose rows are two groups and whose columns are outcome yes and no: the odds ratio (Woolf interval, and the condit"},{"name":"fdr_correction","description":"Multiple-testing correction for a list of p-values: Benjamini-Hochberg q-values and Benjamini-Yekutieli, Holm, Hochberg and Bonferroni adjusted p-values, the nu"}],"toolCount":9,"toolsHash":"8739bd2f31aa689c16f78a6e103b01c8a43b7631d78e4ba312675c547a355157","serverName":"cybergenic","capabilities":["tools"],"serverVersion":"1.0.0","protocolVersion":"2025-06-18"}},{"at":"2026-10-11T03:21:46.674Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":185,"error":null,"detail":{"tools":[{"name":"lookup_gene_pair","description":"Measured co-alteration statistics for two genes in every tumour cohort where Cybergenic's discovery scan tested the pair: tumours with both genes altered agains"},{"name":"gene_partners","description":"The genes whose driver mutations co-occur with, or are mutually exclusive with, a given gene in patient tumours, strongest first by Benjamini-Hochberg q, from e"},{"name":"search_findings","description":"Search Cybergenic's published findings: gene-pair co-occurrence and mutual exclusivity, survival associations, CRISPR gene dependencies and single-gene leads, e"},{"name":"get_finding","description":"The full record of one Cybergenic finding, by id or permalink: what was measured and in which cohort, the statistics (the 2x2 table, odds ratio, p and q), the v"},{"name":"get_track_record","description":"Cybergenic's live track record: how many predictions it has locked in its hash-chained registry before re-testing them, how many replicated in an independent co"},{"name":"fisher_exact_test","description":"Fisher's exact test for a 2x2 table [[a, b], [c, d]]: two-sided and both one-sided p-values (computed in log space, so a tiny p keeps its real exponent), the sa"},{"name":"chi_square_test","description":"Pearson chi-square test of independence for an r x c table of counts (2x2 up to 10x10), with Yates' correction for 2x2 tables and the G-test: statistic, degrees"},{"name":"odds_ratio_relative_risk","description":"Effect sizes for a 2x2 table [[a, b], [c, d]] whose rows are two groups and whose columns are outcome yes and no: the odds ratio (Woolf interval, and the condit"},{"name":"fdr_correction","description":"Multiple-testing correction for a list of p-values: Benjamini-Hochberg q-values and Benjamini-Yekutieli, Holm, Hochberg and Bonferroni adjusted p-values, the nu"}],"toolCount":9,"toolsHash":"8739bd2f31aa689c16f78a6e103b01c8a43b7631d78e4ba312675c547a355157","serverName":"cybergenic","capabilities":["tools"],"serverVersion":"1.0.0","protocolVersion":"2025-06-18"}},{"at":"2026-10-10T21:25:43.339Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":165,"error":null,"detail":{"tools":[{"name":"lookup_gene_pair","description":"Measured co-alteration statistics for two genes in every tumour cohort where Cybergenic's discovery scan tested the pair: tumours with both genes altered agains"},{"name":"gene_partners","description":"The genes whose driver mutations co-occur with, or are mutually exclusive with, a given gene in patient tumours, strongest first by Benjamini-Hochberg q, from e"},{"name":"search_findings","description":"Search Cybergenic's published findings: gene-pair co-occurrence and mutual exclusivity, survival associations, CRISPR gene dependencies and single-gene leads, e"},{"name":"get_finding","description":"The full record of one Cybergenic finding, by id or permalink: what was measured and in which cohort, the statistics (the 2x2 table, odds ratio, p and q), the v"},{"name":"get_track_record","description":"Cybergenic's live track record: how many predictions it has locked in its hash-chained registry before re-testing them, how many replicated in an independent co"},{"name":"fisher_exact_test","description":"Fisher's exact test for a 2x2 table [[a, b], [c, d]]: two-sided and both one-sided p-values (computed in log space, so a tiny p keeps its real exponent), the sa"},{"name":"chi_square_test","description":"Pearson chi-square test of independence for an r x c table of counts (2x2 up to 10x10), with Yates' correction for 2x2 tables and the G-test: statistic, degrees"},{"name":"odds_ratio_relative_risk","description":"Effect sizes for a 2x2 table [[a, b], [c, d]] whose rows are two groups and whose columns are outcome yes and no: the odds ratio (Woolf interval, and the condit"},{"name":"fdr_correction","description":"Multiple-testing correction for a list of p-values: Benjamini-Hochberg q-values and Benjamini-Yekutieli, Holm, Hochberg and Bonferroni adjusted p-values, the nu"}],"toolCount":9,"toolsHash":"8739bd2f31aa689c16f78a6e103b01c8a43b7631d78e4ba312675c547a355157","serverName":"cybergenic","capabilities":["tools"],"serverVersion":"1.0.0","protocolVersion":"2025-06-18"}},{"at":"2026-10-10T14:26:07.789Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":179,"error":null,"detail":{"tools":[{"name":"lookup_gene_pair","description":"Measured co-alteration statistics for two genes in every tumour cohort where Cybergenic's discovery scan tested the pair: tumours with both genes altered agains"},{"name":"gene_partners","description":"The genes whose driver mutations co-occur with, or are mutually exclusive with, a given gene in patient tumours, strongest first by Benjamini-Hochberg q, from e"},{"name":"search_findings","description":"Search Cybergenic's published findings: gene-pair co-occurrence and mutual exclusivity, survival associations, CRISPR gene dependencies and single-gene leads, e"},{"name":"get_finding","description":"The full record of one Cybergenic finding, by id or permalink: what was measured and in which cohort, the statistics (the 2x2 table, odds ratio, p and q), the v"},{"name":"get_track_record","description":"Cybergenic's live track record: how many predictions it has locked in its hash-chained registry before re-testing them, how many replicated in an independent co"},{"name":"fisher_exact_test","description":"Fisher's exact test for a 2x2 table [[a, b], [c, d]]: two-sided and both one-sided p-values (computed in log space, so a tiny p keeps its real exponent), the sa"},{"name":"chi_square_test","description":"Pearson chi-square test of independence for an r x c table of counts (2x2 up to 10x10), with Yates' correction for 2x2 tables and the G-test: statistic, degrees"},{"name":"odds_ratio_relative_risk","description":"Effect sizes for a 2x2 table [[a, b], [c, d]] whose rows are two groups and whose columns are outcome yes and no: the odds ratio (Woolf interval, and the condit"},{"name":"fdr_correction","description":"Multiple-testing correction for a list of p-values: Benjamini-Hochberg q-values and Benjamini-Yekutieli, Holm, Hochberg and Bonferroni adjusted p-values, the nu"}],"toolCount":9,"toolsHash":"8739bd2f31aa689c16f78a6e103b01c8a43b7631d78e4ba312675c547a355157","serverName":"cybergenic","capabilities":["tools"],"serverVersion":"1.0.0","protocolVersion":"2025-06-18"}},{"at":"2026-10-10T07:25:05.810Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":700,"error":null,"detail":{"tools":[{"name":"lookup_gene_pair","description":"Measured co-alteration statistics for two genes in every tumour cohort where Cybergenic's discovery scan tested the pair: tumours with both genes altered agains"},{"name":"gene_partners","description":"The genes whose driver mutations co-occur with, or are mutually exclusive with, a given gene in patient tumours, strongest first by Benjamini-Hochberg q, from e"},{"name":"search_findings","description":"Search Cybergenic's published findings: gene-pair co-occurrence and mutual exclusivity, survival associations, CRISPR gene dependencies and single-gene leads, e"},{"name":"get_finding","description":"The full record of one Cybergenic finding, by id or permalink: what was measured and in which cohort, the statistics (the 2x2 table, odds ratio, p and q), the v"},{"name":"get_track_record","description":"Cybergenic's live track record: how many predictions it has locked in its hash-chained registry before re-testing them, how many replicated in an independent co"},{"name":"fisher_exact_test","description":"Fisher's exact test for a 2x2 table [[a, b], [c, d]]: two-sided and both one-sided p-values (computed in log space, so a tiny p keeps its real exponent), the sa"},{"name":"chi_square_test","description":"Pearson chi-square test of independence for an r x c table of counts (2x2 up to 10x10), with Yates' correction for 2x2 tables and the G-test: statistic, degrees"},{"name":"odds_ratio_relative_risk","description":"Effect sizes for a 2x2 table [[a, b], [c, d]] whose rows are two groups and whose columns are outcome yes and no: the odds ratio (Woolf interval, and the condit"},{"name":"fdr_correction","description":"Multiple-testing correction for a list of p-values: Benjamini-Hochberg q-values and Benjamini-Yekutieli, Holm, Hochberg and Bonferroni adjusted p-values, the nu"}],"toolCount":9,"toolsHash":"8739bd2f31aa689c16f78a6e103b01c8a43b7631d78e4ba312675c547a355157","serverName":"cybergenic","capabilities":["tools"],"serverVersion":"1.0.0","protocolVersion":"2025-06-18"}},{"at":"2026-10-10T00:29:25.818Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":186,"error":null,"detail":{"tools":[{"name":"lookup_gene_pair","description":"Measured co-alteration statistics for two genes in every tumour cohort where Cybergenic's discovery scan tested the pair: tumours with both genes altered agains"},{"name":"gene_partners","description":"The genes whose driver mutations co-occur with, or are mutually exclusive with, a given gene in patient tumours, strongest first by Benjamini-Hochberg q, from e"},{"name":"search_findings","description":"Search Cybergenic's published findings: gene-pair co-occurrence and mutual exclusivity, survival associations, CRISPR gene dependencies and single-gene leads, e"},{"name":"get_finding","description":"The full record of one Cybergenic finding, by id or permalink: what was measured and in which cohort, the statistics (the 2x2 table, odds ratio, p and q), the v"},{"name":"get_track_record","description":"Cybergenic's live track record: how many predictions it has locked in its hash-chained registry before re-testing them, how many replicated in an independent co"},{"name":"fisher_exact_test","description":"Fisher's exact test for a 2x2 table [[a, b], [c, d]]: two-sided and both one-sided p-values (computed in log space, so a tiny p keeps its real exponent), the sa"},{"name":"chi_square_test","description":"Pearson chi-square test of independence for an r x c table of counts (2x2 up to 10x10), with Yates' correction for 2x2 tables and the G-test: statistic, degrees"},{"name":"odds_ratio_relative_risk","description":"Effect sizes for a 2x2 table [[a, b], [c, d]] whose rows are two groups and whose columns are outcome yes and no: the odds ratio (Woolf interval, and the condit"},{"name":"fdr_correction","description":"Multiple-testing correction for a list of p-values: Benjamini-Hochberg q-values and Benjamini-Yekutieli, Holm, Hochberg and Bonferroni adjusted p-values, the nu"}],"toolCount":9,"toolsHash":"8739bd2f31aa689c16f78a6e103b01c8a43b7631d78e4ba312675c547a355157","serverName":"cybergenic","capabilities":["tools"],"serverVersion":"1.0.0","protocolVersion":"2025-06-18"}},{"at":"2026-10-09T18:25:23.184Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":157,"error":null,"detail":{"tools":[{"name":"lookup_gene_pair","description":"Measured co-alteration statistics for two genes in every tumour cohort where Cybergenic's discovery scan tested the pair: tumours with both genes altered agains"},{"name":"gene_partners","description":"The genes whose driver mutations co-occur with, or are mutually exclusive with, a given gene in patient tumours, strongest first by Benjamini-Hochberg q, from e"},{"name":"search_findings","description":"Search Cybergenic's published findings: gene-pair co-occurrence and mutual exclusivity, survival associations, CRISPR gene dependencies and single-gene leads, e"},{"name":"get_finding","description":"The full record of one Cybergenic finding, by id or permalink: what was measured and in which cohort, the statistics (the 2x2 table, odds ratio, p and q), the v"},{"name":"get_track_record","description":"Cybergenic's live track record: how many predictions it has locked in its hash-chained registry before re-testing them, how many replicated in an independent co"},{"name":"fisher_exact_test","description":"Fisher's exact test for a 2x2 table [[a, b], [c, d]]: two-sided and both one-sided p-values (computed in log space, so a tiny p keeps its real exponent), the sa"},{"name":"chi_square_test","description":"Pearson chi-square test of independence for an r x c table of counts (2x2 up to 10x10), with Yates' correction for 2x2 tables and the G-test: statistic, degrees"},{"name":"odds_ratio_relative_risk","description":"Effect sizes for a 2x2 table [[a, b], [c, d]] whose rows are two groups and whose columns are outcome yes and no: the odds ratio (Woolf interval, and the condit"},{"name":"fdr_correction","description":"Multiple-testing correction for a list of p-values: Benjamini-Hochberg q-values and Benjamini-Yekutieli, Holm, Hochberg and Bonferroni adjusted p-values, the nu"}],"toolCount":9,"toolsHash":"8739bd2f31aa689c16f78a6e103b01c8a43b7631d78e4ba312675c547a355157","serverName":"cybergenic","capabilities":["tools"],"serverVersion":"1.0.0","protocolVersion":"2025-06-18"}},{"at":"2026-10-09T11:25:29.462Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":205,"error":null,"detail":{"tools":[{"name":"lookup_gene_pair","description":"Measured co-alteration statistics for two genes in every tumour cohort where Cybergenic's discovery scan tested the pair: tumours with both genes altered agains"},{"name":"gene_partners","description":"The genes whose driver mutations co-occur with, or are mutually exclusive with, a given gene in patient tumours, strongest first by Benjamini-Hochberg q, from e"},{"name":"search_findings","description":"Search Cybergenic's published findings: gene-pair co-occurrence and mutual exclusivity, survival associations, CRISPR gene dependencies and single-gene leads, e"},{"name":"get_finding","description":"The full record of one Cybergenic finding, by id or permalink: what was measured and in which cohort, the statistics (the 2x2 table, odds ratio, p and q), the v"},{"name":"get_track_record","description":"Cybergenic's live track record: how many predictions it has locked in its hash-chained registry before re-testing them, how many replicated in an independent co"},{"name":"fisher_exact_test","description":"Fisher's exact test for a 2x2 table [[a, b], [c, d]]: two-sided and both one-sided p-values (computed in log space, so a tiny p keeps its real exponent), the sa"},{"name":"chi_square_test","description":"Pearson chi-square test of independence for an r x c table of counts (2x2 up to 10x10), with Yates' correction for 2x2 tables and the G-test: statistic, degrees"},{"name":"odds_ratio_relative_risk","description":"Effect sizes for a 2x2 table [[a, b], [c, d]] whose rows are two groups and whose columns are outcome yes and no: the odds ratio (Woolf interval, and the condit"},{"name":"fdr_correction","description":"Multiple-testing correction for a list of p-values: Benjamini-Hochberg q-values and Benjamini-Yekutieli, Holm, Hochberg and Bonferroni adjusted p-values, the nu"}],"toolCount":9,"toolsHash":"8739bd2f31aa689c16f78a6e103b01c8a43b7631d78e4ba312675c547a355157","serverName":"cybergenic","capabilities":["tools"],"serverVersion":"1.0.0","protocolVersion":"2025-06-18"}},{"at":"2026-10-09T04:28:07.855Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":173,"error":null,"detail":{"tools":[{"name":"lookup_gene_pair","description":"Measured co-alteration statistics for two genes in every tumour cohort where Cybergenic's discovery scan tested the pair: tumours with both genes altered agains"},{"name":"gene_partners","description":"The genes whose driver mutations co-occur with, or are mutually exclusive with, a given gene in patient tumours, strongest first by Benjamini-Hochberg q, from e"},{"name":"search_findings","description":"Search Cybergenic's published findings: gene-pair co-occurrence and mutual exclusivity, survival associations, CRISPR gene dependencies and single-gene leads, e"},{"name":"get_finding","description":"The full record of one Cybergenic finding, by id or permalink: what was measured and in which cohort, the statistics (the 2x2 table, odds ratio, p and q), the v"},{"name":"get_track_record","description":"Cybergenic's live track record: how many predictions it has locked in its hash-chained registry before re-testing them, how many replicated in an independent co"},{"name":"fisher_exact_test","description":"Fisher's exact test for a 2x2 table [[a, b], [c, d]]: two-sided and both one-sided p-values (computed in log space, so a tiny p keeps its real exponent), the sa"},{"name":"chi_square_test","description":"Pearson chi-square test of independence for an r x c table of counts (2x2 up to 10x10), with Yates' correction for 2x2 tables and the G-test: statistic, degrees"},{"name":"odds_ratio_relative_risk","description":"Effect sizes for a 2x2 table [[a, b], [c, d]] whose rows are two groups and whose columns are outcome yes and no: the odds ratio (Woolf interval, and the condit"},{"name":"fdr_correction","description":"Multiple-testing correction for a list of p-values: Benjamini-Hochberg q-values and Benjamini-Yekutieli, Holm, Hochberg and Bonferroni adjusted p-values, the nu"}],"toolCount":9,"toolsHash":"8739bd2f31aa689c16f78a6e103b01c8a43b7631d78e4ba312675c547a355157","serverName":"cybergenic","capabilities":["tools"],"serverVersion":"1.0.0","protocolVersion":"2025-06-18"}}],"tools":[{"name":"lookup_gene_pair","description":"Measured co-alteration statistics for two genes in every tumour cohort where Cybergenic's discovery scan tested the pair: tumours with both genes altered agains"},{"name":"gene_partners","description":"The genes whose driver mutations co-occur with, or are mutually exclusive with, a given gene in patient tumours, strongest first by Benjamini-Hochberg q, from e"},{"name":"search_findings","description":"Search Cybergenic's published findings: gene-pair co-occurrence and mutual exclusivity, survival associations, CRISPR gene dependencies and single-gene leads, e"},{"name":"get_finding","description":"The full record of one Cybergenic finding, by id or permalink: what was measured and in which cohort, the statistics (the 2x2 table, odds ratio, p and q), the v"},{"name":"get_track_record","description":"Cybergenic's live track record: how many predictions it has locked in its hash-chained registry before re-testing them, how many replicated in an independent co"},{"name":"fisher_exact_test","description":"Fisher's exact test for a 2x2 table [[a, b], [c, d]]: two-sided and both one-sided p-values (computed in log space, so a tiny p keeps its real exponent), the sa"},{"name":"chi_square_test","description":"Pearson chi-square test of independence for an r x c table of counts (2x2 up to 10x10), with Yates' correction for 2x2 tables and the G-test: statistic, degrees"},{"name":"odds_ratio_relative_risk","description":"Effect sizes for a 2x2 table [[a, b], [c, d]] whose rows are two groups and whose columns are outcome yes and no: the odds ratio (Woolf interval, and the condit"},{"name":"fdr_correction","description":"Multiple-testing correction for a list of p-values: Benjamini-Hochberg q-values and Benjamini-Yekutieli, Holm, Hochberg and Bonferroni adjusted p-values, the nu"}],"package":null,"toolSurface":{"id":"ts_2xyb5c4rg6x8","endpointId":"ep_cnsua4emaym8","hash":"8739bd2f31aa689c16f78a6e103b01c8a43b7631d78e4ba312675c547a355157","toolCount":9,"serverName":"cybergenic","serverVersion":"1.0.0","protocolVersion":"2025-06-18","firstSeenAt":"2026-10-07T00:29:03.373Z","lastSeenAt":"2026-10-11T15:23:30.851Z","observations":18,"toolNames":["lookup_gene_pair","gene_partners","search_findings","get_finding","get_track_record","fisher_exact_test","chi_square_test","odds_ratio_relative_risk","fdr_correction"],"distinctSurfaces":2},"endpointFacts":[{"id":"ep_cnsua4emaym8","url":"https://cybergenic.im/mcp?via=mcpregistry","type":"mcp_streamable_http","factsCheckedAt":"2026-10-09T11:25:29.467Z","auth":{"observedAt":"2026-10-09T11:25:29.661Z","authRequired":false,"scheme":null,"resourceMetadata":null,"authorizationServer":null,"conformance":{"dpop":false,"rfc8414":false,"rfc9728":false,"pkceS256":false,"clientIdMetadataDocument":false,"dynamicClientRegistration":false}},"tls":{"observedAt":"2026-10-09T11:25:29.693Z","protocol":"TLSv1.3","chainValid":true,"chainError":null,"hostMatches":true,"subject":"cybergenic.im","issuer":{"commonName":"YR2","organization":"Let's Encrypt"},"validFrom":"2026-10-08T12:30:57.000Z","validTo":"2027-01-06T12:30:56.000Z","daysToExpiry":86,"sanCount":1,"fingerprint256":"8E:81:64:47:57:EE:EA:13:BE:CF:D9:6A:17:C5:2F:3D:48:6C:2C:04:38:D3:39:FC:29:FF:89:E9:20:26:C7:B0"}}]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"mcp_registry","key":"im.cybergenic/mcp","url":"https://registry.modelcontextprotocol.io/v0/servers/im.cybergenic%2Fmcp","firstSeenAt":"2026-09-28T07:20:21.053Z","fetchedAt":"2026-10-09T15:21:15.094Z","normalizedAt":"2026-10-09T15:21:15.094Z"}]},"firstSeenAt":"2026-09-28T07:20:21.053Z","updatedAt":"2026-10-11T15:25:46.816Z"}