emerging · 0.0 market domain

Knowledge-Management

Score 21.7 / 100 76 providers +6 via APIs 21 APIs Search apis.io →

Providers using this tag (76)

Ranked by API Evangelist rating — Exemplar and Strong are expanded by default.

Exemplar 5 Complete, well-documented, and agent-ready
AdaArtificial IntelligenceCustomer ServiceChatbotsAutomation4 APIs83.1Relevance AIAI AgentsAI AutomationMulti-Agent SystemsAgent Platform1 API76.3DifyArtificial IntelligenceLLMOpsBackend-as-a-ServiceAgents2 APIs74.4DustAgentsArtificial IntelligenceCustom WorkflowsData Sources9 APIs73.7ExecCompanyArtificial IntelligenceSales EnablementTraining1 API69.7
Strong 2 Solid coverage with minor gaps
Amazon KendraArtificial IntelligenceEnterprise SearchMachine-Learning1 API61.1UnblockedCompanyDeveloper ToolsArtificial IntelligenceDeveloper Experience1 API55.5
Developing 20 Usable, with meaningful gaps to close
ScribeCompanyAi MlDocumentation1 API51.2EliumCompanySoftware-as-a-ServiceKnowledge Base2 APIs50.8SpekitCompanySoftware-as-a-ServiceSales EnablementRevenue Enablement2 APIs50.2evernoteCompanyNote TakingProductivity1 API49.7AquantCompanyArtificial IntelligenceAgentsField Service2 APIs49.0UdeskCompanyEnterpriseCustomer ServiceCall Center5 APIs48.3LangdockCompanyArtificial IntelligenceEnterprise AILLM1 API46.4UniphoreCompanyArtificial IntelligenceAgentsConversational AI3 APIs45.8RAGFlowCompanyArtificial IntelligenceRAGSearch1 API45.6NuclinoTeam WorkspaceDocumentationWiki1 API45.1TanaCompanyNote TakingProductivity1 API45.0AiseraCompanyAgentic AIConversational AIITSM4 APIs44.0Salesforce Knowledge ManagementArticlesCRMCustomer ServiceDocumentation1 API43.9ClarifeyeCompanyArtificial IntelligenceMCP2 APIs43.5SanaCompanyEnterprise AIArtificial IntelligenceLearning Management1 API43.3FiniCompanyArtificial IntelligenceAI AgentsCustomer-Support1 API42.9BiolevateCompanyArtificial IntelligenceLife SciencesRegulatory Affairs1 API42.3MemCompanyNotesProductivity1 API41.7PryonArtificial IntelligenceRAGEnterprise Search22 APIs41.41upCompanyArtificial IntelligenceSales Enablement1 API39.6
Thin 11 Limited public surface area
TettraArtificial IntelligenceTeam CollaborationWiki1 API38.2ObsidianProductivityMarkdownNotes1 API35.6WorkflowyProductivityNotesOutlinerTask Management2 APIs34.4Leena AICompanyAi MlAgentic AIArtificial Intelligence5 APIs33.4GuruEnterprise SearchAI Knowledge BaseInternal Wiki1 API32.2Grapes Knowledge BaseKnowledge BaseData ManagementAutomation1 API30.7StonlyCompanyCloud SaasKnowledge Base30.3ArphieCompanyEnterpriseArtificial IntelligenceSales Enablement1 API29.6PoshArtificial IntelligenceConversational AIAgentic AIBanking1 API29.2AcadiaConnected WorkerManufacturingSkills Management5 APIs28.7HenchmanLegalLegal TechContract DraftingClause Search1 API26.4
Emerging 26 Early or largely undocumented
Shelf.ioArtificial IntelligenceContact CenterSoftware-as-a-Service3 APIs25.0InventiveCompanyArtificial IntelligenceRFPProposal Automation24.5RemnoteCompanyNote TakingSpaced Repetition24.2LemonLimeCompanyArtificial IntelligenceAI Agents23.2Memory StoreCompanyMemoryAI AgentsMCP1 API22.8SkillsyncCompanyDeveloper ToolsArtificial IntelligenceAgents22.6LogseqCompanyNote TakingProductivity21.4IntellectibleCompanyArtificial IntelligenceGovernmentGovCon1 API20.9Civic RoundtableCompanyGovernmentGovTechPublic Sector19.9DeepHowCompanyArtificial IntelligenceManufacturing19.3CerenovusCompanyArtificial IntelligenceAI AgentsEnterprise Software18.1Almanac Leie1CompanyCollaborationDocumentsWiki1 API18.0SwimmCompanyDevOpsDocumentationDeveloper Tools17.5GuiddeCompanyDocumentationVideoDigital Adoption17.3Neuron7.aiCompanyAI AgentsField ServiceTechnical Support17.3SavantCompanyArtificial IntelligenceAI Agents16.2Almanac LabsCompanyEnterpriseDocumentation1 API16.1IKI AICompanyArtificial IntelligenceResearch14.8DeepjudgeCompanyLegal TechLegal AI14.6IgniteTechCompanySoftware-as-a-ServiceEnterprise SoftwareArtificial Intelligence13.8AlexiLegalLegal TechLegal AILitigation12.6GlenCompanyArtificial IntelligenceAI AgentsMCP12.3SylloTipsCompanyArtificial IntelligenceEnterprise AI12.3ZoominCompanyCloudContentDocumentation12.1Defense Technical Information CenterDefenseDepartment of DefenseDTICFederal-Government5 APIs12.0SquintCompanyManufacturing IntelligenceIndustrial AIFrontline Operations11.0
Minimal 11 Almost no public developer surface
ProductNowCompanyArtificial IntelligenceAgentsMCP10.5TextsidekickCompanySMSFrontline WorkersWorkforce Communication10.4MemcoAgentsArtificial IntelligenceMemory1 API9.7JiveCompanyEnterpriseCollaborationDigital Workplace9.4Google NotebookLMArtificial IntelligenceResearchDocument Analysis8.9Serviceware SECompanyEnterprise Service ManagementIT Financial ManagementCorporate Performance Management8.5OsseusCompanyResearch IntelligenceAI Agents7.8Iris.aiCompanyArtificial IntelligenceMachine-LearningResearch6.0Hyper 4CompanyArtificial IntelligenceAI Agents5.0KnoteCompanyStartupsNotes5.0OSlashCompanyCloud SaasProductivityShortcuts5.0
Unrated 1 Not yet scored
Alien LabsCompanyDefunctSlack Apps

APIs with this tag (21)

Ranked by the provider's API Evangelist rating — the Kin Score is scored per provider, not per API, so every API of a provider shares its band. How the rating works →

Exemplar 5 Complete, well-documented, and agent-ready
Dify Chunks APIOperations for managing document chunks and child chunks. 9 operation(s) from the Dify Service API.74.4Dify Documents APIOperations for creating, updating, and managing documents within a knowledge base. 12 operation(s) from the...74.4Dify Knowledge Pipeline APIOperations for managing and running knowledge pipelines, including datasource plugins and pipeline executio...74.4Dify Knowledge Tags APIOperations for managing knowledge base tags and tag bindings. 7 operation(s) from the Dify Service API.74.4Dify Metadata APIOperations for managing knowledge base metadata fields and document metadata values. 7 operation(s) from th...74.4
Strong 1 Solid coverage with minor gaps
ServiceNow Knowledge Management APIThe ServiceNow Knowledge Management REST API provides endpoints for searching and retrieving knowledge arti...60.7
Developing 5 Usable, with meaningful gaps to close
Elium GraphQL APIElium's single GraphQL endpoint, served per tenant at https://{platform}.elium.com/graphql. 17 queries, 206...50.8Udesk KCS Knowledge APIKnowledge center service API for knowledge spaces, categories, Q&A knowledge items, and file knowledge, aut...48.3StackOne Unified Documents APIStackOne Unified Documents API provides a standardized interface for file and knowledge management across p...46.9Uniphore Business AI Cloud (BAIC) Platform APIThe Business AI Cloud platform API. The publicly documented surface is the customer-deployed BAIC distribut...45.81up MCP ServerThe 1up MCP Server is a cloud-hosted Model Context Protocol server that lets an AI assistant work directly ...39.6
Thin 5 Limited public surface area
Slite Knowledge Management APIThe Knowledge Management API from Slite — 4 operation(s) for knowledge management.37.5Arphie MCPArphie's remote Model Context Protocol server. It exposes Arphie projects, workload and project-volume metr...29.6Huly DocumentsDocuments is Huly's collaborative knowledge-management module for rich-text documents with code blocks and ...29.5USAID Development Experience Clearinghouse APIThe USAID Development Experience Clearinghouse (DEC) API provides programmatic access to the largest online...27.0Henchman Knowledge BaseBuilds and maintains a searchable knowledge layer over a firm's precedent contracts by extracting clauses a...26.4
Emerging 5 Early or largely undocumented
Shelf Content Intelligence APIThe Shelf Content Intelligence API provides AI-powered knowledge retrieval, semantic search, and content qu...25.0Shelf REST APIThe Shelf REST API enables developers to programmatically interact with the Shelf knowledge management plat...25.0Shelf WebhooksShelf Webhooks enable real-time event notifications when knowledge content is created, updated, archived, o...25.0Almanac APIAlmanac API V1 (private beta) for programmatic access to an Almanac workspace — import and move files and f...16.1Runbooks IT Operations PlatformThe Runbooks platform provides an integrated IT operations suite covering ITSM (service desk, incident mana...16.1

Companies reaching this through an API (6)

These companies publish an API, specification or operation carrying “Knowledge-Management” but do not classify their business under it. Listed unranked and kept out of the count above, because one tagged operation is not a statement about what a company does.

Huly Runbooks ServiceNow Slite StackOne USAID

Score breakdown

Frequency
54.0
log-scaled weighted occurrences
Breadth
2.1
spread across providers
Quality lift
34.7
mean composite of providers using it
Cohesion
5.0
strength of nearest seed neighbor

Related tags

Note Taking 7 co-occurrences Enterprise Search 6 co-occurrences Knowledge 6 co-occurrences Customer Service 7 co-occurrences Knowledge Base 6 co-occurrences Productivity 14 co-occurrences ITSM 5 co-occurrences Documentation 10 co-occurrences

Where this tag comes from

Provider tag76
Api tag21
Openapi tag1
Openapi op tag4

Cohort brief

Auto-generated

The 73 providers in the APIs.io catalog tagged Knowledge-Management, scored on the Kin Score. Every figure below is computed from the catalog — nothing here is written.

Providers
73
all scored
Mean Kin Score
31.1
+7.1 vs catalog 24
Mean Agent Readiness
16.9
+4.5 vs catalog 12.4
Spread
5–83.1
median 28.7 · σ 19.1
How the 73 split by band
Exemplar 5Strong 2Developing 20Thin 11Emerging 24Minimal 11
Facet averages, against the whole catalog
FacetThis cohortCatalogDifferenceScored
Access Clarity 37.1 26.5 +10.6 73
Developer Ergonomics 32.7 23.4 +9.3 73
Operational Transparency 22.6 14 +8.6 73
Discoverability 65.5 61 +4.5 73
Contract Quality 23.9 20.1 +3.8 73
Contract Governance 9.1 6.5 +2.6 73

A facet is averaged over the members that carry it, not over the whole cohort — the “Scored” column is that count. Averaging an absent facet as zero would score our own coverage gaps as the providers’ posture.

What this cohort publishes
ArtifactThis cohortCatalogDifference
MCP server (any) 28% 10% +18
MCP server (first-party) 32% 13% +19
Agent Skills 0% 0% 0
OAuth scopes 19% 11% +8
Security 99% 96% +3
Arazzo workflows 4% 2% +2
Governance rules 12% 13% -1

mcp_pct counts any mcp/ artifact including ones API Evangelist derived from the provider OpenAPI; mcp_first_party_pct counts only servers the provider publishes. Prefer the latter.

Top by Kin Score
  1. 1 Ada 83.1
  2. 2 Relevance AI 76.3
  3. 3 Dify 74.4
  4. 4 Dust 73.7
  5. 5 Exec 69.7
  6. 6 Amazon Kendra 61.1
  7. 7 Unblocked 55.5
  8. 8 Scribe 51.2
  9. 9 Elium 50.8
  10. 10 Spekit 50.2
Top by Agent Readiness
  1. 1 Relevance AI 65.3
  2. 2 Mem 61.3
  3. 3 Clarifeye 55.5
  4. 4 Spekit 50
  5. 5 Ada 47.3
  6. 6 Aquant 43.5
  7. 7 Langdock 42.6
  8. 8 Dify 40.6
  9. 9 Unblocked 40.3
  10. 10 Exec 40.2
All 76 members of this roster resolve to a scored provider in the catalog.Generated from the catalog build of 20 September 2026, across 27620 providers, using the same computation served by the APIs.io cohort API. Briefs are published for rosters of 5 or more scored providers; below that a distribution is not meaningful.

Work with this as data

Every tag here is available over the APIs.io API and to AI agents over MCP.

MCP server

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https://apis.io/mcp

Tools for tags

7 MCP tools reach this
  • find_tagsBrowse and filter every tag in the catalog.
  • get_cohortThis tag as a scored cohort — every provider carrying it, with scores.
  • cohort_statsPRO — the distribution across this tag: mean, median, band split, adoption rates.
  • cohort_rankingsPRO — the leaderboard, on composite AND agent-readiness axes.
  • apis_io_searchSTART HERE — APIs, providers and tags for one query, each with its total.
  • resolveTurn a domain, URL or GitHub org into the provider it belongs to.
  • find_cohortsEvery scored population of providers in the catalog.
All 92 tools →

Call it yourself

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This tag 
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All tags 
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As a scored cohort 
curl "https://apis.io/api/v1/cohorts/tag/knowledge-management"
The distribution (Pro) 
curl "https://apis.io/api/v1/cohorts/tag/knowledge-management/stats" \
  -H "X-API-Key: $APIS_IO_KEY"

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