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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.

1.4k records383 liveRefine in search →
second-brain-mcpMCP serverMCP
by Portaltocoding
Unknown

Second brain en Obsidian: notas, conceptos como nodos, resurfacing y salud del grafo. En castellano.

Notes & DocsKnowledge Graphs
npm:@toportal/second-brain-mcp · local package18/wkpublished 2 mo ago
clarityaui-mcpMCP serverMCP
by leoatclarityaui
Unknown

Ask any codebase's structure over MCP — deterministic concept map, real dependency evidence, in seconds. Local, offline, no LLM, no API key. `npx clarityaui-mcp <repo>`.

Security Review~75%Knowledge Graphs~62%
npm:clarityaui-mcp · local package18/wkpublished 26 d ago
@flowslens/cliMCP serverMCP
by kishan-jaiswar
Unknown

Trace any user action from the UI to the database. Maps every click through React/Next.js, NestJS/Express, Prisma, Mongoose and the MongoDB driver, flowcharts its decisions, explains the database schema in plain words, shows what a change breaks, finds de

Code Review~100%Reporting & DashboardsRefactoringCI/CD & DeployDatabases~81%
npm:@flowslens/cli · local package18/wkpublished 6 d ago
deepthinking-mcpMCP serverMCP
by danielsimonjr
Unknown

Comprehensive MCP server with 34 reasoning modes (30 accessible via 13 focused tools) including historical reasoning, academic research (synthesis, argumentation, critique, analysis), engineering/algorithmic (CLRS), meta-reasoning for strategic oversight,

Reasoning & PlanningKnowledge Graphs~62%
npm:deepthinking-mcp · local package18/wkpublished 5 d ago
@masonator/m365-mcpMCP serverMCP
by StuMason
Unknown

MCP server implementation for Microsoft 365 via Microsoft Graph API

Knowledge Graphs~100%
npm:@masonator/m365-mcp · local package18/wkpublished 2 mo ago
@smallthinkingmachines/semantic-code-mcpMCP serverMCP
by ricoledan
Unknown

MCP server for semantic code search using AST-aware chunking and vector embeddings

Vector SearchKnowledge Graphs~62%
npm:@smallthinkingmachines/semantic-code-mcp · local package18/wkpublished 8 mo ago
@danielsimonjr/enhanced-memory-mcpMCP serverMCP
by danielsimonjr
Unknown

Enhanced MCP memory server with hierarchies, compression, archiving, graph algorithms, semantic search, temporal KG, RBAC, bitemporal validity, OCC, procedural memory, causal reasoning, world model, do_not_remember exclusions, decision rationale, project

Vector SearchAgent MemoryKnowledge Graphs
npm:@danielsimonjr/enhanced-memory-mcp · local package18/wkpublished 1 mo ago
@robosystems/mcpMCP serverMCP
by RoboFinSystems
Unknown

MCP stdio bridge connecting stdio-only AI clients to the RoboSystems financial intelligence platform; proxies to the hosted remote MCP endpoint by default

Knowledge Graphs
npm:@robosystems/mcp · local package18/wkpublished 2 mo ago
smart-agent-workflow-mcpMCP serverMCP
by visi02
Unknown

The only MCP that enforces tests before merge. Full-cycle development automation with testing gates, workflow orchestration, knowledge graph memory, and context health tracking.

TestingCI/CD & DeployAgent MemoryKnowledge GraphsBrowser Automation
npm:smart-agent-workflow-mcp · local package17/wkpublished 10 mo ago
@react-state-map/cliMCP serverMCP
by olafglad
Unknown

Know where every prop comes from — MCP server for Claude Code, Cursor & Copilot, a CI check with GitHub annotations, one-command prop-drilling fixes, and an interactive React state graph.

Version Control~100%Knowledge GraphsCI/CD & DeployReporting & DashboardsSecurity Review~75%
npm:@react-state-map/cli · local package17/wkpublished 20 d ago
HexWitnessMCP serverMCP
by siaginw
Unknown

Durable, build-scoped reverse-engineering evidence memory and query tools for AI agents.

Agent Memory~100%Security Review~75%Knowledge Graphs~62%
npm:hexwitness · local package17/wkpublished 3 mo ago
@zsc-glitch/knowledge-keeper-mcpMCP serverMCP
by zsc-glitch
Unknown

AI Memory & Knowledge Management MCP Server — 32 tools, BM25 R@5=95%, hybrid search (RRF), knowledge graph, analytics, cloud sync, Obsidian compatible. Works with Claude Code, Cursor, Gemini CLI, Windsurf, hermes-agent.

Vector SearchNotes & DocsAgent MemoryKnowledge Graphs
npm:@zsc-glitch/knowledge-keeper-mcp · local package17/wkpublished 6 mo ago
@ai-atomic-workflow/graph-schedulerMCP serverMCP
by makara
Unknown

Graph-Engineering for Real Engineers: Graphs define workflows; workflows build graphs. Based on mattpocock/skills.

Knowledge Graphs~100%Scheduling & Cron~77%Workflow Automation~75%
npm:@ai-atomic-workflow/graph-scheduler · local package17/wkpublished 2 mo ago
@raffahr/mega-brain-mcpMCP serverMCP
by RaffaHr
Unknown

Evidence-aware MCP orchestration for AgentMemory, Code Review Graph, and Git

Code Review~100%Knowledge Graphs~100%
npm:@raffahr/mega-brain-mcp · local package17/wkpublished 2 mo ago
@depxray/coreAgent
by peto03
Unknown

Static analysis engine for JavaScript and TypeScript dependency graphs, health scoring, dependency-chain explanations, unused exports, unresolved imports, impact analysis, architecture rules, and AI-agent tooling.

Code Review~100%Security Review~100%Knowledge Graphs~100%Code Generation~75%Packages & Dependencies~75%
npm:@depxray/core · local package17/wkpublished 3 mo ago
keywordgraph-mcp-serverMCP serverMCP
by aerodynamika
Unknown

KeywordGraph MCP server - A Model Context Protocol server for network thinking and graph analysis

Knowledge Graphs
npm:keywordgraph-mcp-server · local package17/wkpublished 2 mo ago
@neruva/mcpMCP serverMCP
by neruva_owner
Unknown

Neruva MCP -- proprietary memory + grounding substrate for AI assistants (Claude Desktop / Claude Code / any MCP client). Typed Records store, document knowledge graph with exact multi-hop traversal (ownership/relationship tracing), semantic + structural

Vector SearchAgent Memory~100%Knowledge GraphsDatabases~68%
npm:@neruva/mcp · local package17/wkpublished 3 mo ago
@skylence-ai/skyboxMCP serverMCP
by jonasvanderhaegen
Unknown

Code knowledge graph — indexer, graph store, hybrid search, and MCP server

Knowledge Graphs~100%
npm:@skylence-ai/skybox · local package17/wkpublished 2 mo ago
@zhadyz/mnemosyne-mcpMCP serverMCP
by zhadyz
Unknown

Mnemosyne MCP: FREE Local Embeddings for Knowledge Graph Memory - No API Keys Required

Vector SearchAgent MemoryKnowledge Graphs
npm:@zhadyz/mnemosyne-mcp · local package16/wkpublished 12 mo ago
ariel-memoryMCP serverMCP
by Cipher208
Unknown

Two-layer memory MCP server for AI agents with 37 tools, RAG, graphs, wiki, auth

Agent MemoryKnowledge GraphsVector Search
npm:mcp-ariel-memory · local package16/wkpublished 4 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