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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 records378 liveRefine in search →
@g99/lightrag-mcp-serverMCP serverMCP
by g99
Unknown

Model Context Protocol (MCP) server for LightRAG - 30 fully working tools with complete RAG and Knowledge Graph integration

Knowledge GraphsVector Search
npm:@g99/lightrag-mcp-server · local package57/wkpublished 10 mo ago
owl-mcpMCP serverMCP
by Minitour
Unknown

High-performance MCP server for OWL ontology management, written in Rust

Knowledge Graphs
npm:owl-mcp · local package57/wkpublished 2 mo ago
code-impact-mcpMCP serverMCP
by vk0dev
Unknown

Dependency graph and blast-radius analysis for local TypeScript/JavaScript repos.

RefactoringKnowledge Graphs~100%Security Review~75%
npm:@vk0/code-impact-mcp · local package56/wkpublished 5 mo ago
@fozikio/cortex-engineMCP serverMCP
by Fozikio
Unknown

Portable cognitive engine for AI agents — storage, embeddings, memory, FSRS, and MCP server

Vector SearchAgent MemoryKnowledge Graphs
npm:@fozikio/cortex-engine · local package56/wkpublished 3 d ago
@co-engram/claude-codeMCP serverMCP
by yangyang_for_co_engram
Unknown

Co-Engram adapter for Claude Code (MCP server).

Knowledge GraphsAgent Memory
npm:@co-engram/claude-code · local package54/wkpublished 2 mo ago
filamentalMCP serverMCP
by Scottnine
Unknown

Read/write access to your Filamental knowledge graph vault. 17 tools. Local-first, no auth.

Knowledge Graphs
npm:filamental-mcp · local package54/wkpublished 2 mo ago
@nexus2520/dep-tracer-mcp-serverMCP serverMCP
by pdogra
Unknown

MCP server that maps function and component dependencies in Haskell and ReScript codebases — built to help LLMs trace affected code flows for test generation.

Testing~100%Knowledge GraphsSecurity Review~75%
npm:@nexus2520/dep-tracer-mcp-server · local package53/wkpublished 7 mo ago
AgenticSystemCoreMCP serverMCP
by andreibesleaga
Unknown

Read, cite, compose and remember over a Markdown knowledge Bundle, as MCP tools over stdio.

Knowledge GraphsAgent OrchestrationAgent Memory~64%
npm:agentic-system-core · local package53/wkpublished 7 d ago
m1ndMCP serverMCP
by maxkle1nz
Unknown

The shell around your coding agent: a neuro-symbolic code graph with calibrated trust, via MCP.

Code Generation~100%Knowledge Graphs~100%
npm:@maxkle1nz/m1nd · local package53/wkpublished 16 d ago
mcp-outlookMCP serverMCP
by dockndevai
Unknown

Outlook mail and OneDrive files via Microsoft Graph — read, search, send and organize.

EmailMarkets & TradingKnowledge Graphs~100%
npm:@dockndevai/mcp-outlook · local package52/wkpublished 16 d ago
@fodx/codelensMCP serverMCP
by ex-git
Unknown

Local, branch-aware code search & relation graph. SQLite FTS5 + tree-sitter symbols + source-graph edges, exposed as an MCP server and CLI. No chat LLM required.

Knowledge Graphs~100%Packages & Dependencies~66%
npm:@fodx/codelens · local package52/wkpublished 2 d ago
google-knowledge-graphMCP serverMCP
by houtini-ai
Unknown

Search Google's Knowledge Graph for structured information about real-world entities

Knowledge GraphsVector Search~75%
npm:@houtini/google-knowledge-graph-mcp · local package52/wkpublished 4 d ago
@johnymontana/neo4j-mcpMCP serverMCP
by johnymontana
Unknown

Node.js package to download and run the official Neo4j MCP server

Knowledge GraphsDatabases~68%
npm:@johnymontana/neo4j-mcp · local package51/wkpublished 13 mo ago
mnemosy-aiMCP serverMCP
by 28naem-del
Unknown

Local-first long-term memory for AI agents: an evidence-backed SQLite store with hybrid recall, cross-encoder reranking, corrections that retire stale guidance and temporal history, served over TypeScript, MCP, CLI and HTTP

DatabasesVector SearchAgent MemoryKnowledge GraphsAgent Orchestration
npm:mnemosy-ai · local package51/wkpublished 10 h ago
osnovaMCP serverMCP
by getdomovoi
Unknown

Deterministic code map for AI coding agents: a tree-sitter call graph with exact file:line over MCP.

Code Generation~100%Knowledge Graphs~100%Security Review~75%
npm:@getdomovoi/osnova · local package51/wkpublished 26 d ago
milensAgent
by fuzethien
Unknown

AI-DOS: Code Intelligence Platform — knowledge graphs, security scanning, and closed-loop AI development via MCP tools, sub-agent prompts, security rules, and CLI workflows.

Code Review~100%Security Review~100%Knowledge Graphs
npm:milens · local package50/wkpublished 29 d ago
hyperspacedb-skillsAgent
by yarlabs
Unknown

AI agent skills (SKILL.md files) for HyperspaceDB integration in Cursor, Claude Code, Antigravity, Windsurf, and custom agents.

Vector SearchKnowledge GraphsDatabases~68%
npm:hyperspacedb-skills · local package50/wkpublished 13 d ago
@dimassetoid/strata-mcpMCP serverMCP
by dimassetoid
Unknown

Multi-framework frontend structural AST search, component graph, and route topology engine for AI agents (Vue, React, Next, Nuxt, Astro, Svelte)

Knowledge Graphs~100%Security Scanning~66%Databases~64%
npm:@dimassetoid/strata-mcp · local package50/wkpublished 3 d ago
brain-protocolMCP serverMCP
by seritalien
Unknown

Verifiable Memory for AI Agents — knowledge graph, FTS, Starknet proofs, local or cloud

Agent Memory~100%Knowledge GraphsDatabases
npm:@brain-protocol/mcp · local package50/wkpublished 8 mo ago
@znt/mcpMCP serverMCP
by elenyum
Unknown

Model Context Protocol server for znt-core through @znt/sdk-nodejs

Vector Search~75%Knowledge Graphs~62%
npm:@znt/mcp · local package49/wkpublished 1 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