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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 records370 liveRefine in search →
@floriscornel/teams-mcpMCP serverMCP
by floriscornel
Unknown

MCP server for Microsoft Graph Teams integration

Team ChatKnowledge Graphs~100%
npm:@floriscornel/teams-mcp · local package1.2k/wkpublished 1 mo ago
sepia-mcpMCP serverMCP
by Michael-Obele
Unknown

Self-contained MCP server for Sepia — a personal knowledge-graph memory server. Talks to the Sepia REST API (SEPIA_URL + SEPIA_API_KEY); stdio or HTTP transport.

Agent MemoryKnowledge Graphs
npm:sepia-mcp · local package1.2k/wkpublished 15 d ago
SuperLocalMemoryMCP serverMCP
by qualixar
Unknown

Local-first memory for AI agents: recall with sources, answer checks, documents, mesh, governance.

Vector SearchAgent Memory~100%Knowledge GraphsVersion Control~64%
npm:superlocalmemory · local package1.1k/wkpublished 4 d ago
taskgraph-aiMCP serverMCP
by stephennmiller
Unknown

Task management for AI-driven development, built for Claude Code: plan from a PRD, then work tasks one at a time with slash commands, a CLI or an MCP server.

Knowledge Graphs~62%
npm:taskgraph-ai · local package1.1k/wkpublished 26 h ago
@unified-product-graph/mcp-serverMCP serverMCP
by the-product-creator
Unknown

Local MCP server for .upg files. Read and write product knowledge graphs offline.

Knowledge Graphs
npm:@unified-product-graph/mcp-server · local package1.1k/wkpublished 9 d ago
MemorixMCP serverMCP
by AVIDS2
Unknown

Local-first project memory with legacy MCP and 2026 discovery compatibility.

Agent Memory~100%Knowledge GraphsVector SearchCode Generation~75%Terminal & Shell~68%
npm:memorix · local package1.1k/wkpublished 3 d ago
@agentcairn/mcp-serverMCP serverMCP
by itsmemac
Unknown

Agent Cairn server: MCP endpoint, JSON API and dashboard for shared agent memory.

Agent MemoryReporting & DashboardsKnowledge Graphs
npm:@agentcairn/mcp-server · local package1.0k/wkpublished 4 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 package1.0k/wkpublished 7 d ago
@unified-product-graph/cloud-serverMCP serverMCP
by the-product-creator
Unknown

Postgres-backed MCP server for the Unified Product Graph, self-hostable, open source

DatabasesKnowledge Graphs
npm:@unified-product-graph/cloud-server · local package948/wkpublished 9 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 Graphs~100%
npm:@unified-product-graph/cli · local package940/wkpublished 9 d ago
@appsoftwareltd/etherpk-mcpMCP serverMCP
by appsoftwareltd
Unknown

EtherPK Headless Client: an MCP server over a synced knowledge graph, run beside the agent on the user's own machine.

Knowledge GraphsNotes & Docs
npm:@appsoftwareltd/etherpk-mcp · local package900/wkpublished 5 d ago
code-graph-contextMCP serverMCP
by drewhcodes
Unknown

MCP server that builds code graphs to provide rich context to LLMs

Vector SearchKnowledge GraphsDatabases~68%
npm:code-graph-context · local package774/wkpublished 4 d ago
@teamnetwork-nz/m365-mcp-serverMCP serverMCP
by darylpetersen
Unknown

MCP server for Microsoft 365 — Email, Calendar, To Do, SharePoint document libraries, and Teams — using client credentials (app-only auth). Supports multiple accounts, shared mailboxes, per-mailbox read-only access, and grant-based SharePoint access contr

EmailCalendar & SchedulingKnowledge Graphs~62%
npm:@teamnetwork-nz/m365-mcp-server · local package696/wkpublished 5 d ago
@iwe-org/iweMCP serverMCP
by iwe-org
Unknown

IWE: a Markdown knowledge base you and your AI agent work on together. CLI, LSP server and MCP server.

Knowledge GraphsNotes & DocsAgent Memory~64%
npm:@iwe-org/iwe · local package691/wkpublished 2 d ago
code-visualizerMCP serverMCP
by asfandiyark7
Unknown

Your codebase companion for JavaScript/TypeScript, in the browser, the terminal and your AI agent: a live dependency map, impact and call sites, affected tests and patch coverage, review order, new-only CI gates (SARIF, GitLab), git hooks, a status line a

Version ControlReporting & DashboardsCI/CD & DeployCode Review~100%Security Review~75%
npm:code-visualizer · local package627/wkpublished 8 d ago
@mongeai/rastroMCP serverMCP
by itsmemonge
Unknown

Follow the trail of your code: a local-first, explorable map of JavaScript/TypeScript projects where every relationship links to the line that proves it.

Code Review~100%Reporting & DashboardsSecurity Review~75%Version Control~64%Knowledge Graphs~62%
npm:@mongeai/rastro · local package601/wkpublished 8 d ago
codegraphMCP serverMCP
by codegraph-ai
Unknown

Semantic code graph: 42 tools, 38 languages. Callers, impact, AI context, memory, PR review.

Knowledge Graphs~100%Code Review~81%
npm:@astudioplus/codegraph-mcp · local package590/wkpublished 21 d ago
FluxmailMCP serverMCP
by churichard
Unknown

Read, search, draft, send, and organize email through Gmail, Outlook, and IMAP/SMTP mailboxes.

API AccessEmailKnowledge Graphs~62%
npm:fluxmail · local package558/wkpublished 8 h 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 package516/wkpublished 8 d ago
Agent EmailMCP serverMCP
by UseJunior
Unknown

Local email connectivity for AI agents — read, draft, send, and organize Outlook mail via MCP

EmailKnowledge Graphs~62%
npm:email-agent-mcp · local package511/wkpublished 8 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