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A live, machine-queryable index of AI agents, MCP servers and tools. Every record separates what publishers declare from what we observed.

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Records are indexed from public sources and attributed to them. Observed data is ours; declared data is theirs.PrivacyTermsv0.1 · early network
Capabilities/Knowledge & Memory/knowledge.knowledge-graph

Knowledge Graphs

Graph-structured knowledge.

1.3k records385 liveRefine in search →
ainative-memory-mcpMCP serverMCP
by AINative-Studio
Unknown

Cloud-persistent, semantic-search memory MCP — drop-in for server-memory, backed by ZeroDB.

Vector SearchAgent MemoryKnowledge GraphsDatabases~68%Workflow Automation~58%
npm:ainative-memory-mcp · local package119/wkpublished 1 mo ago
@lovedolove/dsh-codebase-memory-mcpMCP serverMCP
by LoveDoLove
Unknown

Codebase Memory MCP bridge plugin for DeepSeek Harness: knowledge-graph code search, snippets, architecture, call-path tracing, and auto-started graph visualization UI.

Agent Memory~100%Knowledge Graphs
npm:@lovedolove/dsh-codebase-memory-mcp · local package118/wkpublished 26 d ago
Obsidian BrainMCP serverMCP
by sweir1
Unknown

Obsidian MCP server: semantic search, knowledge graph, and vault editing. No plugin required.

Vector SearchNotes & DocsKnowledge GraphsSecrets ManagementDatabases
npm:obsidian-brain · local package117/wkpublished 5 mo ago
hytheMCP serverMCP
by dev.hythe
Unknown

HYTHE — coordination bus + shared truth for AI agent fleets — self-hosted MCP server + stdio bridge.

Knowledge GraphsAgent OrchestrationAgent Memory
npm:@hythe/mcp · local package113/wkpublished 2 mo ago
okf-mcpMCP serverMCP
by mfdaves
Unknown

Validate, search, graph, and safely author local Open Knowledge Format bundles.

Knowledge Graphs
npm:@mfdaves/okf-mcp · local package112/wkpublished 1 mo ago
@microsoft/spe-mcpMCP serverMCP
by microsoft1es
Unknown

SharePoint Embedded MCP Server — manage container types, containers, and content via any MCP client

Knowledge Graphs~62%
npm:@microsoft/spe-mcp · local package111/wkpublished 2 mo ago
sverkloMCP serverMCP
by sverklo
Unknown

Local-first MCP code intelligence: 37 tools — hybrid search, blast-radius, diff review, memory.

Code Review~100%Vector SearchAgent MemoryRefactoringSecurity Review~75%
npm:sverklo · local package111/wkpublished 3 mo ago
@misterhuydo/cairn-mcpMCP serverMCP
by misterhuydo
Unknown

MCP server that gives Claude Code persistent memory across sessions. Index your codebase once, search symbols, bundle source, scan for vulnerabilities, and checkpoint/resume work — across Java, TypeScript, Vue, Python, SQL and more.

Knowledge GraphsDatabasesAgent Memory~85%
npm:@misterhuydo/cairn-mcp · local package107/wkpublished 2 mo ago
remem-mcp — Local-first MCP Memory + CodeGraph + WikiMCP serverMCP
by tinhien11
Unknown

Local-first memory for AI coding agents. Memory + CodeGraph + Wiki in one SQLite file.

DatabasesNotes & Docs~100%Agent MemoryKnowledge Graphs
npm:remem-mcp · local package103/wkpublished 1 mo ago
sykeMCP serverMCP
by khalomsky
Unknown

AI code impact analysis — dependency graphs, cascade detection, and build gates for AI agents

Knowledge Graphs~100%
npm:@syke1/mcp-server · local package99/wkpublished 8 mo ago
microsoft-todo-mcpMCP serverMCP
by fabienbutz
Unknown

Model Context Protocol server for Microsoft To Do (via Microsoft Graph).

Tasks & To-doKnowledge Graphs~100%
npm:microsoft-todo-mcp · local package95/wkpublished 6 mo ago
cortexMCP serverMCP
by DanielBlomma
Unknown

Local repo context for coding assistants with semantic search and graph relationships.

Vector Search~100%Knowledge GraphsRefactoring
npm:@danielblomma/cortex-mcp · local package94/wkpublished 2 mo ago
@echoes-io/mcp-serverMCP serverMCP
by echoes-io
Unknown

📚 Model Context Protocol server for AI-powered storytelling — Mage image generation and content tools.

Image GenerationKnowledge GraphsAPI AccessVector Search
npm:@echoes-io/mcp-server · local package94/wkpublished 3 mo ago
mcp-microsoft-todoMCP serverMCP
by MAG-Cie
Unknown

MCP server for Microsoft To Do via Microsoft Graph. MSAL device code flow, no client secret needed.

Tasks & To-doKnowledge Graphs~100%
npm:@mag-cie/mcp-microsoft-todo · local package94/wkpublished 6 mo ago
shodh-memoryMCP serverMCP
by varun29ankuS
Unknown

Cognitive memory for AI agents — semantic search, Hebbian learning, knowledge graphs.

Vector Search~100%Agent MemoryKnowledge Graphs~84%
npm:@shodh/memory-mcp · local package94/wkpublished 7 mo ago
@triedotdev/mcpMCP serverMCP
by triedev
Unknown

Trie cloud context bridge for Cursor and Claude Code.

Code Review~100%Version ControlProject ManagementAgent MemoryAccounting
npm:@triedotdev/mcp · local package93/wkpublished 3 mo ago
mindforgeMCP serverMCP
by sairam0424
Unknown

Read the MindForge engine over MCP: knowledge graph, project health, and audit log.

Knowledge GraphsAgent Memory
npm:mindforge-mcp-server · local package92/wkpublished 1 mo ago
@mcp-consultant-tools/powerplatform-customizationMCP serverMCP
by klemensms
Unknown

MCP server for PowerPlatform schema/metadata customizations (dev/config environments)

Cloud PlatformsVersion ControlCI/CD & DeployCRM & SalesMonitoring & Observability
npm:@mcp-consultant-tools/powerplatform-customization · local package90/wkpublished 4 mo ago
State Memory MCPMCP serverMCP
by putervision
Unknown

Persistent workflow graph server tracking tasks, decisions, spatial entities, and blockers.

Agent Memory~100%Knowledge Graphs~100%Project ManagementDatabases
npm:@putervision/state-memory-mcp · local package90/wkpublished 24 d ago
graphwardMCP serverMCP
by vinith9566
Unknown

Graph-backed codebase intelligence for AI coding editors. Real dependency graphs, MCP server, and installable skills/agents/workflows across 10 AI IDEs.

Knowledge Graphs~100%
npm:graphward · local package89/wkpublished 12 d ago
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Machine query
GET /api/v1/search?capability=knowledge.knowledge-graph&status=live
Aliases

knowledge graph, graph, neo4j, ontology, entities

Also in Knowledge & Memory
  • Agent Memory
  • Reasoning & Planning