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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.v0.1 · early network
Capabilities/Knowledge & Memory/knowledge.knowledge-graph

Knowledge Graphs

Graph-structured knowledge.

261 records45 liveRefine in search →
scholar-feed-mcpMCP serverMCP
by YGao2005
Unknown

Search 600k+ CS/AI/ML papers with ranking and citation tracking: sort by relevance, citations, or rising impact, trace citation lineage, pull full text and BibTeX

Vector SearchNews & Feeds~100%Academic ResearchCode Review~64%Knowledge Graphs~62%
npm:scholar-feed-mcp · local package370/wkpublished 4 h ago
@cognisos/fabric-mcpMCP serverMCP
by cognisos-ai
Unknown

Fabric MCP server — code intelligence, governance rules, and cloud-sync disaster recovery over a local codebase index

Knowledge Graphs
npm:@cognisos/fabric-mcp · local package366/wkpublished 3 mo ago
@whiteintel/mcp-serverMCP serverMCP
by hei33enberg
Unknown

Model Context Protocol server for WhiteIntel — corporate & offshore ownership intelligence. Look up companies, search entities (companies + people), screen sanctions, and trace ownership chains to the ultimate beneficial owner. Freemium: anonymous free ti

Payments~100%Knowledge Graphs~100%Vector Search~75%
npm:@whiteintel/mcp-server · local package361/wkpublished 13 d 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 package358/wkpublished 1 mo ago
mnemo-agent-memoryMCP serverMCP
by yammd
Unknown

Zero-Token-Waste Memory Engine, Knowledge Graph & Notes System for AI Coding Agents via MCP.

Code Generation~100%Notes & DocsAgent MemoryKnowledge GraphsPackages & Dependencies~66%
npm:mnemo-agent-memory · local package356/wkpublished 10 d ago
@unified-product-graph/cliMCP serverMCP
by the-product-creator
Unknown

MCP server + CLI for the Unified Product Graph; drop into Claude Code or use the `upg` command.

Knowledge GraphsDatabases
npm:@unified-product-graph/cli · local package348/wkpublished 29 h ago
@falkordb/mcpserverMCP serverMCP
by FalkorDB
Unknown

Model Context Protocol server for FalkorDB graph databases - enables AI assistants to query and manage graph data using natural language

DatabasesKnowledge Graphs
npm:@falkordb/mcpserver · local package340/wkpublished 2 mo ago
qarinahMCP serverMCP
by AjnasNB
Unknown

Visible, worktree-aware project memory with cited context graphs, session receipts, and incremental compaction for coding agents.

Code Generation~100%Agent Memory~100%Knowledge GraphsVersion Control~58%
npm:qarinah · local package330/wkpublished 17 d ago
vexp-mcpMCP serverMCP
by vexp
Unknown

vexp MCP server — AI context tools for coding agents

Code Generation~100%Knowledge Graphs~62%
npm:vexp-mcp · local package308/wkpublished 3 d ago
@mikusnuz/meta-mcpMCP serverMCP
by mikusnuz
Unknown

MCP server for Instagram Graph API, Threads API & Meta platform management

Social MediaKnowledge Graphs~100%
npm:@mikusnuz/meta-mcp · local package307/wkpublished 1 mo ago
wyrm-mcpMCP serverMCP
by ghost.protocol
Unknown

Local-first persistent memory for AI agents over MCP. Ground truths, negative learning (recorded failures block repeats), decision causality, hybrid recall, negotiated recall (clean-mode injection you steer), live memory streams, run-attributed fleet memo

Agent MemoryKnowledge GraphsAgent OrchestrationDatabases3D & Design~64%
npm:wyrm-mcp · local package298/wkpublished 2 d ago
neurodivergent-memoryMCP serverMCP
by bellok
Unknown

A Model Context Protocol server for knowledge graphs designed around neurodivergent thinking patterns

Agent MemoryKnowledge Graphs
npm:neurodivergent-memory · local package294/wkpublished 5 mo ago
@cyanheads/wikidata-mcp-serverMCP serverMCP
by cyanheads
Unknown

Search and fetch Wikidata entities, execute SPARQL queries, and resolve external identifiers via MCP. STDIO or Streamable HTTP.

Knowledge Graphs
npm:@cyanheads/wikidata-mcp-server · local package292/wkpublished 14 d ago
cogmemai-mcpMCP serverMCP
by hifriendbot
Unknown

CogmemAi: Autonomous Cognitive Memory for Any Ai System. 95.10% on LongMemEval (top published score on the field's hardest long-term memory benchmark) and 91% on LoCoMo (above human performance). Autonomous memory capture: your Ai's work is saved even whe

Agent MemoryKnowledge GraphsVector Search~75%Deep Web Research~69%Databases~62%
npm:cogmemai-mcp · local package254/wkpublished 20 d ago
mindgraph-mcpMCP serverMCP
by shuruheel
Unknown

MCP server for MindGraph — connect Claude Desktop, Claude Code, and any MCP client to your knowledge graph

Knowledge Graphs
npm:mindgraph-mcp · local package246/wkpublished 30 h ago
@toportal/second-brain-mcpMCP serverMCP
by toportal
Unknown

Servidor MCP para un second brain en Obsidian: lecturas, notas permanentes, conceptos como nodos reales, resurfacing y salud del grafo. En castellano.

Notes & DocsKnowledge Graphs
npm:@toportal/second-brain-mcp · local package244/wkpublished 11 d ago
cuba-memorysMCP serverMCP
by leandropg1019
Unknown

Persistent memory MCP server (v0.18) — self-growing knowledge graph that works without MCP sampling, poisoning quarantine, PostgreSQL + pgvector, bitemporal facts, BM25+RRF hybrid search, graph metrics/communities, Hebbian learning, episodic memory, audit

DatabasesAgent MemoryKnowledge Graphs
npm:cuba-memorys · local package229/wkpublished 20 d ago
@graphite-atlas/mcp-serverMCP serverMCP
by fuzeelogik
Unknown

Model Context Protocol server for Graphite Atlas

Knowledge Graphs
npm:@graphite-atlas/mcp-server · local package213/wkpublished 4 d ago
nodebench-mcpMCP serverMCP
by homenshum
Unknown

Turn messy input into a sourced report. 15 default tools: workflow, bidirectional sync, canonical NodeBench research bridge, discover_tools, and load_toolset.

DatabasesWeb SearchKnowledge GraphsPeople & Company Research~75%Agent Orchestration~71%
npm:nodebench-mcp · local package206/wkpublished 4 mo ago
mcp-memory-graphMCP serverMCP
by YonasValentin
Unknown

Local-first memory MCP server for Claude Code and any MCP client: hybrid vector + knowledge-graph search, bi-temporal recall, Obsidian sync. Runs 100% on your machine, $0/token.

Vector SearchNotes & DocsAgent MemoryKnowledge GraphsDatabases
npm:mcp-memory-graph · local package206/wkpublished 2 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