{"components":[{"slug":"context-dev","name":"Context.dev","summary":"Context.dev (also @getcontextdev; YC S26 per founder/company bios) markets itself as a unified web-context API for software and agents: scrape, crawl, search, brand/people enrichment, monitors, MCP, and SDKs — one API key.","kind":"resource","homepage":"https://www.context.dev","repoUrl":"https://github.com/context-dot-dev/context-typescript-sdk","docsUrl":"https://docs.context.dev","publisher":"","hasMcp":true,"hasApi":true,"costRange":"unknown","composabilityRationale":"","functions":["crawl","search","connect","extract","enrich"],"functionProbabilities":[{"functionId":"crawl","value":0.8,"source":"06 Knowledge Library/Resources/coding/2026-09-23-context-dev-scrape-anything.md","method":"lexical","observedAt":"2026-09-23T00:00:00.000Z"},{"functionId":"search","value":0.8,"source":"06 Knowledge Library/Resources/coding/2026-09-23-context-dev-scrape-anything.md","method":"lexical","observedAt":"2026-09-23T00:00:00.000Z"},{"functionId":"connect","value":0.72,"source":"06 Knowledge Library/Resources/coding/2026-09-23-context-dev-scrape-anything.md","method":"lexical","observedAt":"2026-09-23T00:00:00.000Z"},{"functionId":"extract","value":0.72,"source":"06 Knowledge Library/Resources/coding/2026-09-23-context-dev-scrape-anything.md","method":"lexical","observedAt":"2026-09-23T00:00:00.000Z"}],"slices":[{"functionId":"crawl","label":"Crawl","note":"Context.dev (also @getcontextdev; YC S26 per founder/company bios) markets itself as a unified web-context API for software and agents: scrape, crawl, search, brand/people enrichment, monitors, MCP, and SDKs — one API key.","cost":"unknown"},{"functionId":"search","label":"Search","note":"Context.dev (also @getcontextdev; YC S26 per founder/company bios) markets itself as a unified web-context API for software and agents: scrape, crawl, search, brand/people enrichment, monitors, MCP, and SDKs — one API key.","cost":"unknown"},{"functionId":"connect","label":"Connect","note":"Context.dev (also @getcontextdev; YC S26 per founder/company bios) markets itself as a unified web-context API for software and agents: scrape, crawl, search, brand/people enrichment, monitors, MCP, and SDKs — one API key.","cost":"unknown"},{"functionId":"extract","label":"Extract","note":"Context.dev (also @getcontextdev; YC S26 per founder/company bios) markets itself as a unified web-context API for software and agents: scrape, crawl, search, brand/people enrichment, monitors, MCP, and SDKs — one API key.","cost":"unknown"},{"functionId":"enrich","label":"Enrich","note":"Context.dev (also @getcontextdev; YC S26 per founder/company bios) markets itself as a unified web-context API for software and agents: scrape, crawl, search, brand/people enrichment, monitors, MCP, and SDKs — one API key.","cost":"unknown"}],"tweets":[],"sources":[{"kind":"human","label":"Catalogue resource card","excerpt":"06 Knowledge Library/Resources/coding/2026-09-23-context-dev-scrape-anything.md\nContext.dev (also @getcontextdev; YC S26 per founder/company bios) markets itself as a unified web-context API for software and agents: scrape, crawl, search, brand/people enrichment, monitors, MCP, and SDKs — one API key.","at":"2026-09-23T00:00:00.000Z"},{"kind":"human","label":"Catalogue resource card","excerpt":"text API for software and agents: scrape, crawl, search, brand/people enrichment, monitors, MCP, and SDKs — one API key.","at":"2026-09-23T00:00:00.000Z"},{"kind":"human","label":"Catalogue resource card","excerpt":"/context-dot-dev/context-typescript-sdk), Python, Ruby, Go, PHP; plus MCP / agent skill / CLI install pages under docs.context.dev.","at":"2026-09-23T00:00:00.000Z"},{"kind":"human","label":"Catalogue resource card","excerpt":"r software and agents: scrape, crawl, search, brand/people enrichment, monitors, MCP, and SDKs — one API key.","at":"2026-09-23T00:00:00.000Z"},{"kind":"human","label":"Catalogue resource card","excerpt":"s://github.com/context-dot-dev/context-typescript-sdk), Python, Ruby, Go, PHP; plus MCP / agent skill / CLI install pages under docs.context.dev.","at":"2026-09-23T00:00:00.000Z"}],"interfaces":[{"kind":"mcp"},{"kind":"cli"},{"kind":"sdk"},{"kind":"skill"}],"origin":"seed","notes":[],"createdAt":"2026-09-23T00:00:00.000Z","updatedAt":"2026-09-23T00:00:00.000Z","stagingSeed":"leyline-0.3.0-staging","recordId":"cmp_context-dev","claims":{"name":"Context.dev","summary":"Context.dev (also @getcontextdev; YC S26 per founder/company bios) markets itself as a unified web-context API for software and agents: scrape, crawl, search, brand/people enrichment, monitors, MCP, and SDKs — one API key.","kind":"resource","publisher":"","homepage":"https://www.context.dev","repoUrl":"https://github.com/context-dot-dev/context-typescript-sdk","docsUrl":"https://docs.context.dev","costRange":"unknown","functions":["crawl","search","connect","extract","enrich"],"slices":[{"functionId":"crawl","label":"Crawl","note":"Context.dev (also @getcontextdev; YC S26 per founder/company bios) markets itself as a unified web-context API for software and agents: scrape, crawl, search, brand/people enrichment, monitors, MCP, and SDKs — one API key.","cost":"unknown"},{"functionId":"search","label":"Search","note":"Context.dev (also @getcontextdev; YC S26 per founder/company bios) markets itself as a unified web-context API for software and agents: scrape, crawl, search, brand/people enrichment, monitors, MCP, and SDKs — one API key.","cost":"unknown"},{"functionId":"connect","label":"Connect","note":"Context.dev (also @getcontextdev; YC S26 per founder/company bios) markets itself as a unified web-context API for software and agents: scrape, crawl, search, brand/people enrichment, monitors, MCP, and SDKs — one API key.","cost":"unknown"},{"functionId":"extract","label":"Extract","note":"Context.dev (also @getcontextdev; YC S26 per founder/company bios) markets itself as a unified web-context API for software and agents: scrape, crawl, search, brand/people enrichment, monitors, MCP, and SDKs — one API key.","cost":"unknown"},{"functionId":"enrich","label":"Enrich","note":"Context.dev (also @getcontextdev; YC S26 per founder/company bios) markets itself as a unified web-context API for software and agents: scrape, crawl, search, brand/people enrichment, monitors, MCP, and SDKs — one API key.","cost":"unknown"}],"interfaces":[{"kind":"mcp"},{"kind":"cli"},{"kind":"sdk"},{"kind":"skill"}],"composabilityRationale":""},"relations":[{"from":"context-dev","to":"firecrawl","kind":"fills-same-slot-as","note":"Shared functions connect, crawl, extract, search. Can fill the same function slot."},{"from":"context-dev","to":"apollo","kind":"fills-same-slot-as","note":"Shared functions connect, enrich, search. Can fill the same function slot."},{"from":"context-dev","to":"search1api","kind":"fills-same-slot-as","note":"Shared functions crawl, extract, search. Can fill the same function slot."},{"from":"context-dev","to":"exa","kind":"fills-same-slot-as","note":"Shared functions connect, crawl, extract, search. Can fill the same function slot."},{"from":"context-dev","to":"tinyfish","kind":"fills-same-slot-as","note":"Shared functions connect, crawl, extract, search. Can fill the same function slot."},{"from":"context-dev","to":"anyapi","kind":"fills-same-slot-as","note":"Shared functions enrich, extract, search. Can fill the same function slot."},{"from":"context-dev","to":"vuda-visual-ui-debug-agent","kind":"fills-same-slot-as","note":"Shared functions connect, crawl, extract, search. Can fill the same function slot."},{"from":"context-dev","to":"contactout","kind":"fills-same-slot-as","note":"Shared functions enrich, search. Can fill the same function slot."}],"signals":[{"key":"has_docs","value":1,"source":"component-record","method":"declared-docs","observedAt":"2026-09-23T00:00:00.000Z"}],"claimVerification":[],"explain":{"score":14,"formula":"100 × sum(weight × value) over observed factors only. Unobserved factors are omitted, not zeroed.","factors":[{"id":"github_health","label":"GitHub health","weight":0.18,"value":0.15,"contribution":0.027,"why":"Documentation is available.","sources":[],"evidence":"observed"},{"id":"agent_use","label":"Agent use","weight":0.16,"why":"insufficient evidence","sources":[],"evidence":"insufficient"},{"id":"human_notes","label":"Human notes","weight":0.14,"why":"insufficient evidence","sources":[{"kind":"human","label":"Catalogue resource card","excerpt":"06 Knowledge Library/Resources/coding/2026-09-23-context-dev-scrape-anything.md\nContext.dev (also @getcontextdev; YC S26 per founder/company bios) markets itself as a unified web-context API for software and agents: scrape, crawl, search, brand/people enrichment, monitors, MCP, and SDKs — one API key.","at":"2026-09-23T00:00:00.000Z"},{"kind":"human","label":"Catalogue resource card","excerpt":"text API for software and agents: scrape, crawl, search, brand/people enrichment, monitors, MCP, and SDKs — one API key.","at":"2026-09-23T00:00:00.000Z"},{"kind":"human","label":"Catalogue resource card","excerpt":"/context-dot-dev/context-typescript-sdk), Python, Ruby, Go, PHP; plus MCP / agent skill / CLI install pages under docs.context.dev.","at":"2026-09-23T00:00:00.000Z"},{"kind":"human","label":"Catalogue resource card","excerpt":"r software and agents: scrape, crawl, search, brand/people enrichment, monitors, MCP, and SDKs — one API key.","at":"2026-09-23T00:00:00.000Z"},{"kind":"human","label":"Catalogue resource card","excerpt":"s://github.com/context-dot-dev/context-typescript-sdk), Python, Ruby, Go, PHP; plus MCP / agent skill / CLI install pages under docs.context.dev.","at":"2026-09-23T00:00:00.000Z"}],"evidence":"insufficient"},{"id":"composability","label":"Composability","weight":0.16,"why":"insufficient evidence","sources":[],"evidence":"insufficient"},{"id":"checklist","label":"Checklist","weight":0.1,"value":0.6666666666666666,"contribution":0.06666666666666667,"why":"An MCP surface is declared. An API is declared. Cost is unknown. 2 of 3 checklist fields are complete.","sources":[],"evidence":"observed"},{"id":"evidence_quality","label":"Evidence quality","weight":0.14,"value":0.3095666486376143,"contribution":0.043339330809266004,"why":"5 sources cover 1 evidence types. The latest dated evidence is 2026-09-23. Freshness is omitted unless observed as a signal.","sources":[{"kind":"human","label":"Catalogue resource card","excerpt":"06 Knowledge Library/Resources/coding/2026-09-23-context-dev-scrape-anything.md\nContext.dev (also @getcontextdev; YC S26 per founder/company bios) markets itself as a unified web-context API for software and agents: scrape, crawl, search, brand/people enrichment, monitors, MCP, and SDKs — one API key.","at":"2026-09-23T00:00:00.000Z"},{"kind":"human","label":"Catalogue resource card","excerpt":"text API for software and agents: scrape, crawl, search, brand/people enrichment, monitors, MCP, and SDKs — one API key.","at":"2026-09-23T00:00:00.000Z"},{"kind":"human","label":"Catalogue resource card","excerpt":"/context-dot-dev/context-typescript-sdk), Python, Ruby, Go, PHP; plus MCP / agent skill / CLI install pages under docs.context.dev.","at":"2026-09-23T00:00:00.000Z"},{"kind":"human","label":"Catalogue resource card","excerpt":"r software and agents: scrape, crawl, search, brand/people enrichment, monitors, MCP, and SDKs — one API key.","at":"2026-09-23T00:00:00.000Z"},{"kind":"human","label":"Catalogue resource card","excerpt":"s://github.com/context-dot-dev/context-typescript-sdk), Python, Ruby, Go, PHP; plus MCP / agent skill / CLI install pages under docs.context.dev.","at":"2026-09-23T00:00:00.000Z"}],"evidence":"observed"},{"id":"benchmark","label":"Benchmarks","weight":0.12,"why":"insufficient evidence","sources":[],"evidence":"insufficient"}],"missing":["Agent use: insufficient evidence","Human notes: insufficient evidence","Composability: insufficient evidence","Benchmarks: insufficient evidence"]},"score":14,"tags":["agents"]},{"slug":"anyapi","name":"AnyAPI","publisher":"AnyAPI","kind":"app","summary":"Routes structured data requests to supported providers through per-service input contracts.","homepage":"https://getanyapi.com/","docsUrl":"https://getanyapi.com/docs","functions":["route","search","enrich","extract"],"costRange":"usage","recordId":"cmp_anyapi","hasMcp":true,"hasApi":true,"costNotes":"Usage charges depend on the selected service and returned items; do not assume a flat per-request price.","composabilityRationale":"Use its declared http, mcp surface for the listed capability slices. Source review does not establish integration success or observed usage.","interfaces":[{"kind":"http","specUrl":"https://getanyapi.com/docs"},{"kind":"mcp","specUrl":"https://getanyapi.com/docs"}],"origin":"intake","tweets":[],"notes":[],"sources":[{"kind":"docs","label":"AnyAPI official documentation","url":"https://getanyapi.com/docs","checkedAt":"2026-11-07T13:46:44.976Z","basis":"vendor-claim"}],"slices":[{"functionId":"route","label":"Route","note":"Usage charges depend on the selected service and returned items; do not assume a flat per-request price.","cost":"usage"},{"functionId":"search","label":"Search","note":"Usage charges depend on the selected service and returned items; do not assume a flat per-request price.","cost":"usage"},{"functionId":"enrich","label":"Enrich","note":"Usage charges depend on the selected service and returned items; do not assume a flat per-request price.","cost":"usage"},{"functionId":"extract","label":"Extract","note":"Usage charges depend on the selected service and returned items; do not assume a flat per-request price.","cost":"usage"}],"claims":{"name":"AnyAPI","summary":"Routes structured data requests to supported providers through per-service input contracts.","kind":"app","publisher":"AnyAPI","homepage":"https://getanyapi.com/","docsUrl":"https://getanyapi.com/docs","costRange":"usage","costNotes":"Usage charges depend on the selected service and returned items; do not assume a flat per-request price.","functions":["route","search","enrich","extract"],"slices":[{"functionId":"route","label":"Route","note":"Usage charges depend on the selected service and returned items; do not assume a flat per-request price.","cost":"usage"},{"functionId":"search","label":"Search","note":"Usage charges depend on the selected service and returned items; do not assume a flat per-request price.","cost":"usage"},{"functionId":"enrich","label":"Enrich","note":"Usage charges depend on the selected service and returned items; do not assume a flat per-request price.","cost":"usage"},{"functionId":"extract","label":"Extract","note":"Usage charges depend on the selected service and returned items; do not assume a flat per-request price.","cost":"usage"}],"interfaces":[{"kind":"http","specUrl":"https://getanyapi.com/docs"},{"kind":"mcp","specUrl":"https://getanyapi.com/docs"}],"composabilityRationale":"Use its declared http, mcp surface for the listed capability slices. Source review does not establish integration success or observed usage."},"relations":[{"from":"anyapi","to":"context-dev","kind":"fills-same-slot-as","note":"Shared functions enrich, extract, search. Can fill the same function slot."},{"from":"anyapi","to":"contactout","kind":"alternative-to","note":"Shared functions enrich, search. Same kind and overlapping capability."},{"from":"anyapi","to":"akta-pro","kind":"fills-same-slot-as","note":"Shared functions enrich, search. Can fill the same function slot."},{"from":"anyapi","to":"apollo","kind":"fills-same-slot-as","note":"Shared functions enrich, search. Can fill the same function slot."},{"from":"anyapi","to":"cloro","kind":"fills-same-slot-as","note":"Shared functions extract, search. Can fill the same function slot."},{"from":"anyapi","to":"crunchbase","kind":"fills-same-slot-as","note":"Shared functions enrich, search. Can fill the same function slot."},{"from":"anyapi","to":"hunter","kind":"fills-same-slot-as","note":"Shared functions enrich, search. Can fill the same function slot."},{"from":"anyapi","to":"litescrape","kind":"fills-same-slot-as","note":"Shared functions extract, search. Can fill the same function slot."}],"signals":[],"functionProbabilities":[],"claimVerification":[],"explain":{"score":13,"formula":"100 × sum(weight × value) over observed factors only. Unobserved factors are omitted, not zeroed.","factors":[{"id":"github_health","label":"GitHub health","weight":0.18,"why":"insufficient evidence","sources":[],"evidence":"insufficient"},{"id":"agent_use","label":"Agent use","weight":0.16,"why":"insufficient evidence","sources":[],"evidence":"insufficient"},{"id":"human_notes","label":"Human notes","weight":0.14,"why":"insufficient evidence","sources":[],"evidence":"insufficient"},{"id":"composability","label":"Composability","weight":0.16,"why":"insufficient evidence","sources":[{"kind":"docs","label":"AnyAPI official documentation","url":"https://getanyapi.com/docs","checkedAt":"2026-11-07T13:46:44.976Z","basis":"vendor-claim"}],"evidence":"insufficient"},{"id":"checklist","label":"Checklist","weight":0.1,"value":1,"contribution":0.1,"why":"An MCP surface is declared. An API is declared. Cost is usage. 3 of 3 checklist fields are complete.","sources":[{"kind":"docs","label":"AnyAPI official documentation","url":"https://getanyapi.com/docs","checkedAt":"2026-11-07T13:46:44.976Z","basis":"vendor-claim"}],"evidence":"observed"},{"id":"evidence_quality","label":"Evidence quality","weight":0.14,"value":0.18107144632819594,"contribution":0.025350002485947435,"why":"1 sources cover 1 evidence types. The latest dated evidence is undated. Freshness is omitted unless observed as a signal.","sources":[{"kind":"docs","label":"AnyAPI official documentation","url":"https://getanyapi.com/docs","checkedAt":"2026-11-07T13:46:44.976Z","basis":"vendor-claim"}],"evidence":"observed"},{"id":"benchmark","label":"Benchmarks","weight":0.12,"why":"insufficient evidence","sources":[],"evidence":"insufficient"}],"missing":["GitHub health: insufficient evidence","Agent use: insufficient evidence","Human notes: insufficient evidence","Composability: insufficient evidence","Benchmarks: insufficient evidence"]},"score":13},{"slug":"contactout","name":"ContactOut","publisher":"ContactOut","kind":"app","summary":"Finds and enriches professional contact and company records through an API and MCP integration.","homepage":"https://contactout.com/","docsUrl":"https://api.contactout.com/","functions":["search","enrich"],"costRange":"unknown","recordId":"cmp_contactout","hasMcp":true,"hasApi":true,"costNotes":"Licensed data access and credits are account dependent; accuracy and coverage claims were not tested.","composabilityRationale":"Use its declared http, mcp surface for the listed capability slices. Source review does not establish integration success or observed usage.","interfaces":[{"kind":"http","specUrl":"https://api.contactout.com/"},{"kind":"mcp","specUrl":"https://api.contactout.com/"}],"origin":"intake","tweets":[],"notes":[],"sources":[{"kind":"docs","label":"ContactOut official documentation","url":"https://api.contactout.com/","checkedAt":"2026-11-07T13:46:44.976Z","basis":"vendor-claim"},{"kind":"docs","label":"ContactOut official documentation","url":"https://contactout.com/mcp-integration","checkedAt":"2026-11-07T13:46:44.976Z","basis":"vendor-claim"}],"slices":[{"functionId":"search","label":"Search","note":"Licensed data access and credits are account dependent; accuracy and coverage claims were not tested.","cost":"unknown"},{"functionId":"enrich","label":"Enrich","note":"Licensed data access and credits are account dependent; accuracy and coverage claims were not tested.","cost":"unknown"}],"claims":{"name":"ContactOut","summary":"Finds and enriches professional contact and company records through an API and MCP integration.","kind":"app","publisher":"ContactOut","homepage":"https://contactout.com/","docsUrl":"https://api.contactout.com/","costRange":"unknown","costNotes":"Licensed data access and credits are account dependent; accuracy and coverage claims were not tested.","functions":["search","enrich"],"slices":[{"functionId":"search","label":"Search","note":"Licensed data access and credits are account dependent; accuracy and coverage claims were not tested.","cost":"unknown"},{"functionId":"enrich","label":"Enrich","note":"Licensed data access and credits are account dependent; accuracy and coverage claims were not tested.","cost":"unknown"}],"interfaces":[{"kind":"http","specUrl":"https://api.contactout.com/"},{"kind":"mcp","specUrl":"https://api.contactout.com/"}],"composabilityRationale":"Use its declared http, mcp surface for the listed capability slices. Source review does not establish integration success or observed usage."},"relations":[{"from":"contactout","to":"akta-pro","kind":"alternative-to","note":"Shared functions enrich, search. Same kind and overlapping capability."},{"from":"contactout","to":"apollo","kind":"alternative-to","note":"Shared functions enrich, search. Same kind and overlapping capability."},{"from":"contactout","to":"crunchbase","kind":"alternative-to","note":"Shared functions enrich, search. Same kind and overlapping capability."},{"from":"contactout","to":"hunter","kind":"alternative-to","note":"Shared functions enrich, search. Same kind and overlapping capability."},{"from":"contactout","to":"ploid","kind":"alternative-to","note":"Shared functions enrich, search. Same kind and overlapping capability."},{"from":"contactout","to":"tendata","kind":"alternative-to","note":"Shared functions enrich, search. Same kind and overlapping capability."},{"from":"contactout","to":"anyapi","kind":"alternative-to","note":"Shared functions enrich, search. Same kind and overlapping capability."},{"from":"contactout","to":"context-dev","kind":"fills-same-slot-as","note":"Shared functions enrich, search. Can fill the same function slot."}],"signals":[],"functionProbabilities":[],"claimVerification":[],"explain":{"score":10,"formula":"100 × sum(weight × value) over observed factors only. Unobserved factors are omitted, not zeroed.","factors":[{"id":"github_health","label":"GitHub health","weight":0.18,"why":"insufficient evidence","sources":[],"evidence":"insufficient"},{"id":"agent_use","label":"Agent use","weight":0.16,"why":"insufficient evidence","sources":[],"evidence":"insufficient"},{"id":"human_notes","label":"Human notes","weight":0.14,"why":"insufficient evidence","sources":[],"evidence":"insufficient"},{"id":"composability","label":"Composability","weight":0.16,"why":"insufficient evidence","sources":[{"kind":"docs","label":"ContactOut official documentation","url":"https://api.contactout.com/","checkedAt":"2026-11-07T13:46:44.976Z","basis":"vendor-claim"},{"kind":"docs","label":"ContactOut official documentation","url":"https://contactout.com/mcp-integration","checkedAt":"2026-11-07T13:46:44.976Z","basis":"vendor-claim"}],"evidence":"insufficient"},{"id":"checklist","label":"Checklist","weight":0.1,"value":0.6666666666666666,"contribution":0.06666666666666667,"why":"An MCP surface is declared. An API is declared. Cost is unknown. 2 of 3 checklist fields are complete.","sources":[{"kind":"docs","label":"ContactOut official documentation","url":"https://api.contactout.com/","checkedAt":"2026-11-07T13:46:44.976Z","basis":"vendor-claim"},{"kind":"docs","label":"ContactOut official documentation","url":"https://contactout.com/mcp-integration","checkedAt":"2026-11-07T13:46:44.976Z","basis":"vendor-claim"}],"evidence":"observed"},{"id":"evidence_quality","label":"Evidence quality","weight":0.14,"value":0.22849520230941842,"contribution":0.031989328323318585,"why":"2 sources cover 1 evidence types. The latest dated evidence is undated. Freshness is omitted unless observed as a signal.","sources":[{"kind":"docs","label":"ContactOut official documentation","url":"https://api.contactout.com/","checkedAt":"2026-11-07T13:46:44.976Z","basis":"vendor-claim"},{"kind":"docs","label":"ContactOut official documentation","url":"https://contactout.com/mcp-integration","checkedAt":"2026-11-07T13:46:44.976Z","basis":"vendor-claim"}],"evidence":"observed"},{"id":"benchmark","label":"Benchmarks","weight":0.12,"why":"insufficient evidence","sources":[],"evidence":"insufficient"}],"missing":["GitHub health: insufficient evidence","Agent use: insufficient evidence","Human notes: insufficient evidence","Composability: insufficient evidence","Benchmarks: insufficient evidence"]},"score":10},{"slug":"akta-pro","name":"akta.pro","publisher":"akta.pro","kind":"app","summary":"Company-data and signal APIs for searching, enriching and monitoring organizations.","homepage":"https://akta.pro/","docsUrl":"https://docs.akta.pro/getting-started/overview","functions":["search","enrich","monitor"],"costRange":"unknown","recordId":"cmp_akta-pro","hasMcp":true,"hasApi":true,"costNotes":"Field coverage, signal freshness and credit prices are vendor supplied and were not measured.","composabilityRationale":"Use its declared http, mcp surface for the listed capability slices. Source review does not establish integration success or observed usage.","interfaces":[{"kind":"http","specUrl":"https://docs.akta.pro/getting-started/overview"},{"kind":"mcp","specUrl":"https://docs.akta.pro/getting-started/overview"}],"origin":"intake","tweets":[],"notes":[],"sources":[{"kind":"docs","label":"akta.pro official documentation","url":"https://docs.akta.pro/getting-started/overview","checkedAt":"2026-11-07T13:46:44.976Z","basis":"vendor-claim"}],"slices":[{"functionId":"search","label":"Search","note":"Field coverage, signal freshness and credit prices are vendor supplied and were not measured.","cost":"unknown"},{"functionId":"enrich","label":"Enrich","note":"Field coverage, signal freshness and credit prices are vendor supplied and were not measured.","cost":"unknown"},{"functionId":"monitor","label":"Monitor","note":"Field coverage, signal freshness and credit prices are vendor supplied and were not measured.","cost":"unknown"}],"claims":{"name":"akta.pro","summary":"Company-data and signal APIs for searching, enriching and monitoring organizations.","kind":"app","publisher":"akta.pro","homepage":"https://akta.pro/","docsUrl":"https://docs.akta.pro/getting-started/overview","costRange":"unknown","costNotes":"Field coverage, signal freshness and credit prices are vendor supplied and were not measured.","functions":["search","enrich","monitor"],"slices":[{"functionId":"search","label":"Search","note":"Field coverage, signal freshness and credit prices are vendor supplied and were not measured.","cost":"unknown"},{"functionId":"enrich","label":"Enrich","note":"Field coverage, signal freshness and credit prices are vendor supplied and were not measured.","cost":"unknown"},{"functionId":"monitor","label":"Monitor","note":"Field coverage, signal freshness and credit prices are vendor supplied and were not measured.","cost":"unknown"}],"interfaces":[{"kind":"http","specUrl":"https://docs.akta.pro/getting-started/overview"},{"kind":"mcp","specUrl":"https://docs.akta.pro/getting-started/overview"}],"composabilityRationale":"Use its declared http, mcp surface for the listed capability slices. Source review does not establish integration success or observed usage."},"relations":[{"from":"akta-pro","to":"ploid","kind":"alternative-to","note":"Shared functions enrich, monitor, search. Same kind and overlapping capability."},{"from":"akta-pro","to":"contactout","kind":"alternative-to","note":"Shared functions enrich, search. Same kind and overlapping capability."},{"from":"akta-pro","to":"apollo","kind":"alternative-to","note":"Shared functions enrich, search. Same kind and overlapping capability."},{"from":"akta-pro","to":"crunchbase","kind":"alternative-to","note":"Shared functions enrich, search. Same kind and overlapping capability."},{"from":"akta-pro","to":"hunter","kind":"alternative-to","note":"Shared functions enrich, search. Same kind and overlapping capability."},{"from":"akta-pro","to":"tendata","kind":"alternative-to","note":"Shared functions enrich, search. Same kind and overlapping capability."},{"from":"akta-pro","to":"anyapi","kind":"fills-same-slot-as","note":"Shared functions enrich, search. Can fill the same function slot."},{"from":"akta-pro","to":"context-dev","kind":"fills-same-slot-as","note":"Shared functions enrich, search. Can fill the same function slot."}],"signals":[],"functionProbabilities":[],"claimVerification":[],"explain":{"score":9,"formula":"100 × sum(weight × value) over observed factors only. Unobserved factors are omitted, not zeroed.","factors":[{"id":"github_health","label":"GitHub health","weight":0.18,"why":"insufficient evidence","sources":[],"evidence":"insufficient"},{"id":"agent_use","label":"Agent use","weight":0.16,"why":"insufficient evidence","sources":[],"evidence":"insufficient"},{"id":"human_notes","label":"Human notes","weight":0.14,"why":"insufficient evidence","sources":[],"evidence":"insufficient"},{"id":"composability","label":"Composability","weight":0.16,"why":"insufficient evidence","sources":[{"kind":"docs","label":"akta.pro official documentation","url":"https://docs.akta.pro/getting-started/overview","checkedAt":"2026-11-07T13:46:44.976Z","basis":"vendor-claim"}],"evidence":"insufficient"},{"id":"checklist","label":"Checklist","weight":0.1,"value":0.6666666666666666,"contribution":0.06666666666666667,"why":"An MCP surface is declared. An API is declared. Cost is unknown. 2 of 3 checklist fields are complete.","sources":[{"kind":"docs","label":"akta.pro official documentation","url":"https://docs.akta.pro/getting-started/overview","checkedAt":"2026-11-07T13:46:44.976Z","basis":"vendor-claim"}],"evidence":"observed"},{"id":"evidence_quality","label":"Evidence quality","weight":0.14,"value":0.18107144632819594,"contribution":0.025350002485947435,"why":"1 sources cover 1 evidence types. The latest dated evidence is undated. Freshness is omitted unless observed as a signal.","sources":[{"kind":"docs","label":"akta.pro official documentation","url":"https://docs.akta.pro/getting-started/overview","checkedAt":"2026-11-07T13:46:44.976Z","basis":"vendor-claim"}],"evidence":"observed"},{"id":"benchmark","label":"Benchmarks","weight":0.12,"why":"insufficient evidence","sources":[],"evidence":"insufficient"}],"missing":["GitHub health: insufficient evidence","Agent use: insufficient evidence","Human notes: insufficient evidence","Composability: insufficient evidence","Benchmarks: insufficient evidence"]},"score":9},{"slug":"apollo","name":"Apollo.io","publisher":"Apollo.io","kind":"app","summary":"Business contact and company APIs for search, enrichment and sales-workflow records.","homepage":"https://www.apollo.io/","docsUrl":"https://docs.apollo.io/","functions":["search","enrich","connect"],"costRange":"unknown","recordId":"cmp_apollo","hasMcp":true,"hasApi":true,"costNotes":"API access, licensed fields and credits vary by operation and account. No contact-data quality claim is verified.","composabilityRationale":"Use its declared http, mcp surface for the listed capability slices. Source review does not establish integration success or observed usage.","interfaces":[{"kind":"http","specUrl":"https://docs.apollo.io/"},{"kind":"mcp","specUrl":"https://docs.apollo.io/"}],"origin":"intake","tweets":[],"notes":[],"sources":[{"kind":"docs","label":"Apollo.io official documentation","url":"https://docs.apollo.io/","checkedAt":"2026-11-07T13:46:44.976Z","basis":"vendor-claim"}],"slices":[{"functionId":"search","label":"Search","note":"API access, licensed fields and credits vary by operation and account. No contact-data quality claim is verified.","cost":"unknown"},{"functionId":"enrich","label":"Enrich","note":"API access, licensed fields and credits vary by operation and account. No contact-data quality claim is verified.","cost":"unknown"},{"functionId":"connect","label":"Connect","note":"API access, licensed fields and credits vary by operation and account. No contact-data quality claim is verified.","cost":"unknown"}],"claims":{"name":"Apollo.io","summary":"Business contact and company APIs for search, enrichment and sales-workflow records.","kind":"app","publisher":"Apollo.io","homepage":"https://www.apollo.io/","docsUrl":"https://docs.apollo.io/","costRange":"unknown","costNotes":"API access, licensed fields and credits vary by operation and account. No contact-data quality claim is verified.","functions":["search","enrich","connect"],"slices":[{"functionId":"search","label":"Search","note":"API access, licensed fields and credits vary by operation and account. No contact-data quality claim is verified.","cost":"unknown"},{"functionId":"enrich","label":"Enrich","note":"API access, licensed fields and credits vary by operation and account. No contact-data quality claim is verified.","cost":"unknown"},{"functionId":"connect","label":"Connect","note":"API access, licensed fields and credits vary by operation and account. No contact-data quality claim is verified.","cost":"unknown"}],"interfaces":[{"kind":"http","specUrl":"https://docs.apollo.io/"},{"kind":"mcp","specUrl":"https://docs.apollo.io/"}],"composabilityRationale":"Use its declared http, mcp surface for the listed capability slices. Source review does not establish integration success or observed usage."},"relations":[{"from":"apollo","to":"soar","kind":"fills-same-slot-as","note":"Shared functions connect, search. Can fill the same function slot."},{"from":"apollo","to":"contactout","kind":"alternative-to","note":"Shared functions enrich, search. Same kind and overlapping capability."},{"from":"apollo","to":"context-dev","kind":"fills-same-slot-as","note":"Shared functions connect, enrich, search. Can fill the same function slot."},{"from":"apollo","to":"akta-pro","kind":"alternative-to","note":"Shared functions enrich, search. Same kind and overlapping capability."},{"from":"apollo","to":"crunchbase","kind":"alternative-to","note":"Shared functions enrich, search. Same kind and overlapping capability."},{"from":"apollo","to":"hunter","kind":"alternative-to","note":"Shared functions enrich, search. Same kind and overlapping capability."},{"from":"apollo","to":"ploid","kind":"alternative-to","note":"Shared functions enrich, search. Same kind and overlapping capability."},{"from":"apollo","to":"tendata","kind":"alternative-to","note":"Shared functions enrich, search. Same kind and overlapping capability."}],"signals":[],"functionProbabilities":[],"claimVerification":[],"explain":{"score":9,"formula":"100 × sum(weight × value) over observed factors only. Unobserved factors are omitted, not zeroed.","factors":[{"id":"github_health","label":"GitHub health","weight":0.18,"why":"insufficient evidence","sources":[],"evidence":"insufficient"},{"id":"agent_use","label":"Agent use","weight":0.16,"why":"insufficient evidence","sources":[],"evidence":"insufficient"},{"id":"human_notes","label":"Human notes","weight":0.14,"why":"insufficient evidence","sources":[],"evidence":"insufficient"},{"id":"composability","label":"Composability","weight":0.16,"why":"insufficient evidence","sources":[{"kind":"docs","label":"Apollo.io official documentation","url":"https://docs.apollo.io/","checkedAt":"2026-11-07T13:46:44.976Z","basis":"vendor-claim"}],"evidence":"insufficient"},{"id":"checklist","label":"Checklist","weight":0.1,"value":0.6666666666666666,"contribution":0.06666666666666667,"why":"An MCP surface is declared. An API is declared. 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Freshness is omitted unless observed as a signal.","sources":[{"kind":"docs","label":"Apollo.io official documentation","url":"https://docs.apollo.io/","checkedAt":"2026-11-07T13:46:44.976Z","basis":"vendor-claim"}],"evidence":"observed"},{"id":"benchmark","label":"Benchmarks","weight":0.12,"why":"insufficient evidence","sources":[],"evidence":"insufficient"}],"missing":["GitHub health: insufficient evidence","Agent use: insufficient evidence","Human notes: insufficient evidence","Composability: insufficient evidence","Benchmarks: insufficient evidence"]},"score":9},{"slug":"crunchbase","name":"Crunchbase","publisher":"Crunchbase","kind":"app","summary":"Read-only company and funding-data API for approved, licensed developers.","homepage":"https://www.crunchbase.com/","docsUrl":"https://data.crunchbase.com/docs/api-essentials","functions":["search","enrich","retrieve"],"costRange":"unknown","recordId":"cmp_crunchbase","hasMcp":true,"hasApi":true,"costNotes":"Provisioned API access and licensed fields are required; API access is arranged with the vendor.","composabilityRationale":"Use its declared http, mcp surface for the listed capability slices. Source review does not establish integration success or observed usage.","interfaces":[{"kind":"http","specUrl":"https://data.crunchbase.com/docs/api-essentials"},{"kind":"mcp","specUrl":"https://data.crunchbase.com/docs/api-essentials"}],"origin":"intake","tweets":[],"notes":[],"sources":[{"kind":"docs","label":"Crunchbase official documentation","url":"https://data.crunchbase.com/docs/api-essentials","checkedAt":"2026-11-07T13:46:44.976Z","basis":"vendor-claim"}],"slices":[{"functionId":"search","label":"Search","note":"Provisioned API access and licensed fields are required; API access is arranged with the vendor.","cost":"unknown"},{"functionId":"enrich","label":"Enrich","note":"Provisioned API access and licensed fields are required; API access is arranged with the vendor.","cost":"unknown"},{"functionId":"retrieve","label":"Retrieve","note":"Provisioned API access and licensed fields are required; API access is arranged with the vendor.","cost":"unknown"}],"claims":{"name":"Crunchbase","summary":"Read-only company and funding-data API for approved, licensed developers.","kind":"app","publisher":"Crunchbase","homepage":"https://www.crunchbase.com/","docsUrl":"https://data.crunchbase.com/docs/api-essentials","costRange":"unknown","costNotes":"Provisioned API access and licensed fields are required; API access is arranged with the vendor.","functions":["search","enrich","retrieve"],"slices":[{"functionId":"search","label":"Search","note":"Provisioned API access and licensed fields are required; API access is arranged with the vendor.","cost":"unknown"},{"functionId":"enrich","label":"Enrich","note":"Provisioned API access and licensed fields are required; API access is arranged with the vendor.","cost":"unknown"},{"functionId":"retrieve","label":"Retrieve","note":"Provisioned API access and licensed fields are required; API access is arranged with the vendor.","cost":"unknown"}],"interfaces":[{"kind":"http","specUrl":"https://data.crunchbase.com/docs/api-essentials"},{"kind":"mcp","specUrl":"https://data.crunchbase.com/docs/api-essentials"}],"composabilityRationale":"Use its declared http, mcp surface for the listed capability slices. Source review does not establish integration success or observed usage."},"relations":[{"from":"crunchbase","to":"tendata","kind":"alternative-to","note":"Shared functions enrich, retrieve, search. Same kind and overlapping capability."},{"from":"crunchbase","to":"contactout","kind":"alternative-to","note":"Shared functions enrich, search. Same kind and overlapping capability."},{"from":"crunchbase","to":"keenable","kind":"alternative-to","note":"Shared functions retrieve, search. Same kind and overlapping capability."},{"from":"crunchbase","to":"akta-pro","kind":"alternative-to","note":"Shared functions enrich, search. Same kind and overlapping capability."},{"from":"crunchbase","to":"apollo","kind":"alternative-to","note":"Shared functions enrich, search. Same kind and overlapping capability."},{"from":"crunchbase","to":"hunter","kind":"alternative-to","note":"Shared functions enrich, search. Same kind and overlapping capability."},{"from":"crunchbase","to":"litescrape","kind":"alternative-to","note":"Shared functions retrieve, search. Same kind and overlapping capability."},{"from":"crunchbase","to":"ploid","kind":"alternative-to","note":"Shared functions enrich, search. Same kind and overlapping capability."}],"signals":[],"functionProbabilities":[],"claimVerification":[],"explain":{"score":9,"formula":"100 × sum(weight × value) over observed factors only. Unobserved factors are omitted, not zeroed.","factors":[{"id":"github_health","label":"GitHub health","weight":0.18,"why":"insufficient evidence","sources":[],"evidence":"insufficient"},{"id":"agent_use","label":"Agent use","weight":0.16,"why":"insufficient evidence","sources":[],"evidence":"insufficient"},{"id":"human_notes","label":"Human notes","weight":0.14,"why":"insufficient evidence","sources":[],"evidence":"insufficient"},{"id":"composability","label":"Composability","weight":0.16,"why":"insufficient evidence","sources":[{"kind":"docs","label":"Crunchbase official documentation","url":"https://data.crunchbase.com/docs/api-essentials","checkedAt":"2026-11-07T13:46:44.976Z","basis":"vendor-claim"}],"evidence":"insufficient"},{"id":"checklist","label":"Checklist","weight":0.1,"value":0.6666666666666666,"contribution":0.06666666666666667,"why":"An MCP surface is declared. An API is declared. 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Freshness is omitted unless observed as a signal.","sources":[{"kind":"docs","label":"Crunchbase official documentation","url":"https://data.crunchbase.com/docs/api-essentials","checkedAt":"2026-11-07T13:46:44.976Z","basis":"vendor-claim"}],"evidence":"observed"},{"id":"benchmark","label":"Benchmarks","weight":0.12,"why":"insufficient evidence","sources":[],"evidence":"insufficient"}],"missing":["GitHub health: insufficient evidence","Agent use: insufficient evidence","Human notes: insufficient evidence","Composability: insufficient evidence","Benchmarks: insufficient evidence"]},"score":9},{"slug":"hunter","name":"Hunter","publisher":"Hunter","kind":"app","summary":"Searches business contacts and domains, finds and verifies email addresses, and enriches records.","homepage":"https://hunter.io/","docsUrl":"https://hunter.io/api-documentation/v2","functions":["search","enrich","evaluate"],"costRange":"unknown","recordId":"cmp_hunter","hasMcp":true,"hasApi":true,"costNotes":"API key and endpoint-specific credits or access are required; data accuracy was not measured.","composabilityRationale":"Use its declared http, mcp surface for the listed capability slices. Source review does not establish integration success or observed usage.","interfaces":[{"kind":"http","specUrl":"https://hunter.io/api-documentation/v2"},{"kind":"mcp","specUrl":"https://hunter.io/api-documentation/v2"}],"origin":"intake","tweets":[],"notes":[],"sources":[{"kind":"docs","label":"Hunter official documentation","url":"https://hunter.io/api-documentation/v2","checkedAt":"2026-11-07T13:46:44.976Z","basis":"vendor-claim"}],"slices":[{"functionId":"search","label":"Search","note":"API key and endpoint-specific credits or access are required; data accuracy was not measured.","cost":"unknown"},{"functionId":"enrich","label":"Enrich","note":"API key and endpoint-specific credits or access are required; data accuracy was not measured.","cost":"unknown"},{"functionId":"evaluate","label":"Evaluate","note":"API key and endpoint-specific credits or access are required; data accuracy was not measured.","cost":"unknown"}],"claims":{"name":"Hunter","summary":"Searches business contacts and domains, finds and verifies email addresses, and enriches records.","kind":"app","publisher":"Hunter","homepage":"https://hunter.io/","docsUrl":"https://hunter.io/api-documentation/v2","costRange":"unknown","costNotes":"API key and endpoint-specific credits or access are required; data accuracy was not measured.","functions":["search","enrich","evaluate"],"slices":[{"functionId":"search","label":"Search","note":"API key and endpoint-specific credits or access are required; data accuracy was not measured.","cost":"unknown"},{"functionId":"enrich","label":"Enrich","note":"API key and endpoint-specific credits or access are required; data accuracy was not measured.","cost":"unknown"},{"functionId":"evaluate","label":"Evaluate","note":"API key and endpoint-specific credits or access are required; data accuracy was not measured.","cost":"unknown"}],"interfaces":[{"kind":"http","specUrl":"https://hunter.io/api-documentation/v2"},{"kind":"mcp","specUrl":"https://hunter.io/api-documentation/v2"}],"composabilityRationale":"Use its declared http, mcp surface for the listed capability slices. Source review does not establish integration success or observed usage."},"relations":[{"from":"hunter","to":"contactout","kind":"alternative-to","note":"Shared functions enrich, search. Same kind and overlapping capability."},{"from":"hunter","to":"akta-pro","kind":"alternative-to","note":"Shared functions enrich, search. Same kind and overlapping capability."},{"from":"hunter","to":"apollo","kind":"alternative-to","note":"Shared functions enrich, search. Same kind and overlapping capability."},{"from":"hunter","to":"crunchbase","kind":"alternative-to","note":"Shared functions enrich, search. Same kind and overlapping capability."},{"from":"hunter","to":"ploid","kind":"alternative-to","note":"Shared functions enrich, search. Same kind and overlapping capability."},{"from":"hunter","to":"tendata","kind":"alternative-to","note":"Shared functions enrich, search. Same kind and overlapping capability."},{"from":"hunter","to":"anyapi","kind":"fills-same-slot-as","note":"Shared functions enrich, search. Can fill the same function slot."},{"from":"hunter","to":"context-dev","kind":"fills-same-slot-as","note":"Shared functions enrich, search. Can fill the same function slot."}],"signals":[],"functionProbabilities":[],"claimVerification":[],"explain":{"score":9,"formula":"100 × sum(weight × value) over observed factors only. Unobserved factors are omitted, not zeroed.","factors":[{"id":"github_health","label":"GitHub health","weight":0.18,"why":"insufficient evidence","sources":[],"evidence":"insufficient"},{"id":"agent_use","label":"Agent use","weight":0.16,"why":"insufficient evidence","sources":[],"evidence":"insufficient"},{"id":"human_notes","label":"Human notes","weight":0.14,"why":"insufficient evidence","sources":[],"evidence":"insufficient"},{"id":"composability","label":"Composability","weight":0.16,"why":"insufficient evidence","sources":[{"kind":"docs","label":"Hunter official documentation","url":"https://hunter.io/api-documentation/v2","checkedAt":"2026-11-07T13:46:44.976Z","basis":"vendor-claim"}],"evidence":"insufficient"},{"id":"checklist","label":"Checklist","weight":0.1,"value":0.6666666666666666,"contribution":0.06666666666666667,"why":"An MCP surface is declared. An API is declared. Cost is unknown. 2 of 3 checklist fields are complete.","sources":[{"kind":"docs","label":"Hunter official documentation","url":"https://hunter.io/api-documentation/v2","checkedAt":"2026-11-07T13:46:44.976Z","basis":"vendor-claim"}],"evidence":"observed"},{"id":"evidence_quality","label":"Evidence quality","weight":0.14,"value":0.18107144632819594,"contribution":0.025350002485947435,"why":"1 sources cover 1 evidence types. The latest dated evidence is undated. Freshness is omitted unless observed as a signal.","sources":[{"kind":"docs","label":"Hunter official documentation","url":"https://hunter.io/api-documentation/v2","checkedAt":"2026-11-07T13:46:44.976Z","basis":"vendor-claim"}],"evidence":"observed"},{"id":"benchmark","label":"Benchmarks","weight":0.12,"why":"insufficient evidence","sources":[],"evidence":"insufficient"}],"missing":["GitHub health: insufficient evidence","Agent use: insufficient evidence","Human notes: insufficient evidence","Composability: insufficient evidence","Benchmarks: insufficient evidence"]},"score":9},{"slug":"ploid","name":"Ploid","publisher":"Ploid","kind":"app","summary":"People and company research APIs for search, enrichment and public-profile monitoring.","homepage":"https://ploid.com/","docsUrl":"https://ploid.com/documentation/api","functions":["search","enrich","monitor"],"costRange":"unknown","recordId":"cmp_ploid","hasMcp":true,"hasApi":true,"costNotes":"Some endpoints are beta, preview or plan restricted. Confirm the chosen operation in its OpenAPI contract.","composabilityRationale":"Use its declared http, mcp surface for the listed capability slices. Source review does not establish integration success or observed usage.","interfaces":[{"kind":"http","specUrl":"https://ploid.com/documentation/api"},{"kind":"mcp","specUrl":"https://ploid.com/documentation/api"}],"origin":"intake","tweets":[],"notes":[],"sources":[{"kind":"docs","label":"Ploid official documentation","url":"https://ploid.com/documentation/api","checkedAt":"2026-11-07T13:46:44.976Z","basis":"vendor-claim"}],"slices":[{"functionId":"search","label":"Search","note":"Some endpoints are beta, preview or plan restricted. Confirm the chosen operation in its OpenAPI contract.","cost":"unknown"},{"functionId":"enrich","label":"Enrich","note":"Some endpoints are beta, preview or plan restricted. Confirm the chosen operation in its OpenAPI contract.","cost":"unknown"},{"functionId":"monitor","label":"Monitor","note":"Some endpoints are beta, preview or plan restricted. Confirm the chosen operation in its OpenAPI contract.","cost":"unknown"}],"claims":{"name":"Ploid","summary":"People and company research APIs for search, enrichment and public-profile monitoring.","kind":"app","publisher":"Ploid","homepage":"https://ploid.com/","docsUrl":"https://ploid.com/documentation/api","costRange":"unknown","costNotes":"Some endpoints are beta, preview or plan restricted. Confirm the chosen operation in its OpenAPI contract.","functions":["search","enrich","monitor"],"slices":[{"functionId":"search","label":"Search","note":"Some endpoints are beta, preview or plan restricted. Confirm the chosen operation in its OpenAPI contract.","cost":"unknown"},{"functionId":"enrich","label":"Enrich","note":"Some endpoints are beta, preview or plan restricted. Confirm the chosen operation in its OpenAPI contract.","cost":"unknown"},{"functionId":"monitor","label":"Monitor","note":"Some endpoints are beta, preview or plan restricted. Confirm the chosen operation in its OpenAPI contract.","cost":"unknown"}],"interfaces":[{"kind":"http","specUrl":"https://ploid.com/documentation/api"},{"kind":"mcp","specUrl":"https://ploid.com/documentation/api"}],"composabilityRationale":"Use its declared http, mcp surface for the listed capability slices. Source review does not establish integration success or observed usage."},"relations":[{"from":"ploid","to":"akta-pro","kind":"alternative-to","note":"Shared functions enrich, monitor, search. Same kind and overlapping capability."},{"from":"ploid","to":"contactout","kind":"alternative-to","note":"Shared functions enrich, search. Same kind and overlapping capability."},{"from":"ploid","to":"apollo","kind":"alternative-to","note":"Shared functions enrich, search. Same kind and overlapping capability."},{"from":"ploid","to":"crunchbase","kind":"alternative-to","note":"Shared functions enrich, search. Same kind and overlapping capability."},{"from":"ploid","to":"hunter","kind":"alternative-to","note":"Shared functions enrich, search. Same kind and overlapping capability."},{"from":"ploid","to":"tendata","kind":"alternative-to","note":"Shared functions enrich, search. Same kind and overlapping capability."},{"from":"ploid","to":"anyapi","kind":"fills-same-slot-as","note":"Shared functions enrich, search. Can fill the same function slot."},{"from":"ploid","to":"context-dev","kind":"fills-same-slot-as","note":"Shared functions enrich, search. Can fill the same function slot."}],"signals":[],"functionProbabilities":[],"claimVerification":[],"explain":{"score":9,"formula":"100 × sum(weight × value) over observed factors only. Unobserved factors are omitted, not zeroed.","factors":[{"id":"github_health","label":"GitHub health","weight":0.18,"why":"insufficient evidence","sources":[],"evidence":"insufficient"},{"id":"agent_use","label":"Agent use","weight":0.16,"why":"insufficient evidence","sources":[],"evidence":"insufficient"},{"id":"human_notes","label":"Human notes","weight":0.14,"why":"insufficient evidence","sources":[],"evidence":"insufficient"},{"id":"composability","label":"Composability","weight":0.16,"why":"insufficient evidence","sources":[{"kind":"docs","label":"Ploid official documentation","url":"https://ploid.com/documentation/api","checkedAt":"2026-11-07T13:46:44.976Z","basis":"vendor-claim"}],"evidence":"insufficient"},{"id":"checklist","label":"Checklist","weight":0.1,"value":0.6666666666666666,"contribution":0.06666666666666667,"why":"An MCP surface is declared. An API is declared. Cost is unknown. 2 of 3 checklist fields are complete.","sources":[{"kind":"docs","label":"Ploid official documentation","url":"https://ploid.com/documentation/api","checkedAt":"2026-11-07T13:46:44.976Z","basis":"vendor-claim"}],"evidence":"observed"},{"id":"evidence_quality","label":"Evidence quality","weight":0.14,"value":0.18107144632819594,"contribution":0.025350002485947435,"why":"1 sources cover 1 evidence types. The latest dated evidence is undated. Freshness is omitted unless observed as a signal.","sources":[{"kind":"docs","label":"Ploid official documentation","url":"https://ploid.com/documentation/api","checkedAt":"2026-11-07T13:46:44.976Z","basis":"vendor-claim"}],"evidence":"observed"},{"id":"benchmark","label":"Benchmarks","weight":0.12,"why":"insufficient evidence","sources":[],"evidence":"insufficient"}],"missing":["GitHub health: insufficient evidence","Agent use: insufficient evidence","Human notes: insufficient evidence","Composability: insufficient evidence","Benchmarks: insufficient evidence"]},"score":9}]}