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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 records379 liveRefine in search →
codex-tldraw-mcpMCP serverMCP
by jananadiw
Unknown

A Codex stdio MCP server that generates repo-local tldraw diagrams and detects code graph drift.

Knowledge Graphs~100%Reporting & Dashboards~75%
npm:codex-tldraw-mcp · local package70/wkpublished 14 d ago
cuba-memorysMCP serverMCP
by LeandroPG19
Unknown

Persistent memory MCP server. 28 tools, BM25+MMR+OOD retrieval, tamper-evident audit, code graph.

Agent MemoryKnowledge GraphsDatabases
npm:cuba-memorys · local package70/wkpublished 14 d ago
Local MemoryMCP serverMCP
by studiomeyer-io
Unknown

Persistent local AI memory. SQLite + FTS5 + vector search, knowledge graph. No cloud, no API keys.

DatabasesVector SearchAgent MemoryKnowledge GraphsTranslation
npm:@studiomeyer/local-memory-mcp · local package69/wkpublished 3 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 package68/wkpublished 3 mo ago
@usejunior/provider-microsoftAgent
by UseJunior
Unknown

Microsoft Graph API email provider for email-agent-mcp

EmailIdentity & AccessKnowledge Graphs~100%
npm:@usejunior/provider-microsoft · local package68/wkpublished 27 h ago
@adhd/sox-extension-memory-serverMCP serverMCP
by pseudosky
Unknown

sox-memory MCP server (stdio/http/sse) — 23 memory_* tools over a Turso (default, multiprocess-write) or SQLite graph store, with hybrid recall and deterministic in-process enrichment

DatabasesAgent MemoryKnowledge Graphs
npm:@adhd/sox-extension-memory-server · local package68/wkpublished 7 d ago
LocusMCP serverMCP
by SylphxAI
Unknown

Locus — the exact code chunk for the job: local hybrid code search for agents.

Knowledge Graphs~62%
npm:@sylphx/locus · local package67/wkpublished 3 d ago
mcp-teamsMCP serverMCP
by dockndevai
Unknown

Read Microsoft Teams teams, channels, chats and messages, and post/reply/send, safe by default.

Team ChatKnowledge Graphs~62%
npm:@dockndevai/mcp-teams · local package66/wkpublished 29 d ago
oh-memos-mcpMCP serverMCP
by xigou
Unknown

MCP Server for oh-memos — Intelligent Memory Management (Node.js, no Python required)

Agent MemoryKnowledge Graphs
npm:oh-memos-mcp · local package66/wkpublished 1 mo ago
goliveMCP serverMCP
by myanptl
Unknown

Check a site before you share it: link previews, SPA refresh 404s, noindex, security headers.

CI/CD & DeploySEOSocial Media~66%Knowledge Graphs~62%
npm:golive-mcp · local package65/wkpublished 1 mo ago
@plumpslabs/kumaMCP serverMCP
by plumpylabs
Unknown

Safety-first context & orchestration engine for AI coding agents. MCP server with mandatory research pipeline, knowledge graph, impact analysis, decision memory, and safety guard — works with any MCP client.

Code Generation~100%Code Review~100%Knowledge Graphs~84%Security Review~75%Version Control~58%
npm:@plumpslabs/kuma · local package63/wkpublished 7 d ago
scaleforge-mcp-meta-adsMCP serverMCP
by Mike25app
Unknown

Meta Ads MCP by ScaleForge — control Facebook & Instagram Ads via Graph API v24.0. 32 tools.

Social Media~100%Marketing~100%Knowledge Graphs~100%
npm:@getscaleforge/mcp-meta-ads · local package63/wkpublished 6 mo ago
Weavatrix QualityMCP serverMCP
by Weavatrix
Unknown

Revision-bound quality planning, execution, evidence, proof, and Playwright authoring.

Browser AutomationTestingKnowledge Graphs~62%
npm:@weavatrix/wvq · local package63/wkpublished 1 mo ago
@onta/mcpMCP serverMCP
by onta-ci
Unknown

Onta MCP server — expose context graph tools to AI agents

Knowledge Graphs
npm:@onta/mcp · local package62/wkpublished 3 mo ago
GirderMCP serverMCP
by dhishwasher
Unknown

Saves AI coding-agent context by giving exact code instead of whole files, from a local graph.

Code Generation~100%Knowledge Graphs~100%
npm:girder-mcp · local package61/wkpublished 21 d ago
@work-graph/mcpMCP serverMCP
by diflux
Unknown

MCP server for Work Graph — work items in intent/**/*.work.bvc

Knowledge Graphs~100%
npm:@work-graph/mcp · local package61/wkpublished 5 mo ago
AI Incident LawMCP serverMCP
by snapsynapse
Unknown

Public-record corpus of AI litigation, regulation, and enforcement, anchored to EveryAILaw.

Contracts & Legal~62%Knowledge Graphs~62%
npm:ai-incident-law · local package61/wkpublished 2 mo ago
EveryAILawMCP serverMCP
by snapsynapse
Unknown

AI law obligations, evidence, deadlines, saved profiles, audit trails, and signed change alerts.

Contracts & Legal~62%Knowledge Graphs~62%
npm:every-ai-law · local package60/wkpublished 2 mo ago
onto-mcpMCP serverMCP
by kangminlee
Unknown

MCP server for LLM agents: check an artifact's ontological integrity (the logical consistency of its concepts, authority, and purpose) and derive a domain ontology from real sources, with every structured claim gated by runtime validation.

Code Review~100%Knowledge GraphsSecurity Review~75%Spreadsheets~73%Data Extraction~71%
npm:onto-mcp · local package58/wkpublished 3 mo ago
living-off-the-land-lolbins-mcp-serverMCP serverMCP
by orhnyldrm
Unknown

Living off the Land binaries MCP server — GTFOBins, LOLBAS, LOOBins, LOLDrivers, LOLRMM, LOLESXi, LOTP, LOLC2, WADComs intelligence with attack graph reasoning, privilege escalation paths, defense evasion, detection engineering

Security ScanningKnowledge Graphs~100%
npm:living-off-the-land-lolbins-mcp-server · local package57/wkpublished 3 mo 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