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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

Knowledge & Memory

Storage, memory and knowledge management for agents.

1.5k records272 liveRefine in search →
Agent MemoryKnowledge GraphsReasoning & Planning
Novyx MCPMCP serverMCP
by novyxlabs
Unknown

Persistent memory for AI agents with rollback, audit trails, and semantic search.

Agent MemoryAgent Orchestration
pypi:novyx-mcp · local packagepublished 2 mo ago
ms-graph-mcpMCP serverMCP
by nitin27may
Unknown

Microsoft Graph MCP server — 85 tools for mail, calendar, Teams, files, SharePoint, and Entra ID

Knowledge Graphs~100%Cloud Platforms
pypi:ms-graph-mcp · local packagepublished 18 d ago
mcp-knowledge-gapsMCP serverMCP
by onetrueclaude-creator
Unknown

Find what your knowledge base mentions but doesn't actually explain.

Knowledge GraphsNotes & DocsSecrets Management
pypi:mcp-knowledge-gaps · local packagepublished 5 mo ago
mcp-curiosity-engineMCP serverMCP
by onetrueclaude-creator
Unknown

Surface the notes you forgot you wrote — DMN replay for markdown vaults.

Notes & DocsKnowledge GraphsAgent Memory
pypi:mcp-curiosity-engine · local packagepublished 5 mo ago
mcp-contradiction-checkMCP serverMCP
by onetrueclaude-creator
Unknown

Find where your notes disagree — contradiction detection for markdown vaults.

Notes & DocsKnowledge Graphs
pypi:mcp-contradiction-check · local packagepublished 5 mo ago
Global Agent MemoryMCP serverMCP
by ozankasikci
Unknown

Shared, project-aware memory for Claude Code, Codex, and other agents with human review.

Agent Memory~100%Notes & DocsVector Search~75%
pypi:global-memory-mcp · local packagepublished 2 mo ago
DistilleryMCP serverMCP
by norrietaylor
Unknown

Knowledge base for Claude Code with semantic search, feed intelligence, and teams

Vector SearchAgent Memory~100%Notes & Docs~60%
pypi:distillery-mcp · local packagepublished 2 mo ago
AnamnesisMCP serverMCP
by oscardvs
Unknown

Cross-machine, file-first memory for Claude Code: markdown + SQLite FTS5, synced with git

DatabasesAgent Memory~100%
pypi:anamnesis-memory · local packagepublished 2 mo ago
Penfield MemoryMCP serverMCP
by penfieldlabs
Unknown

Persistent memory and knowledge graphs for AI agents. Hybrid search, context checkpoints, and more.

Agent Memory~100%Knowledge Graphs~84%
https://mcp.penfield.app
plexusMCP serverMCP
by pcas-io
Unknown

Typed on-prem knowledge graph for AI agents — read-only for humans, write-only for agents via MCP.

Knowledge Graphs~84%
https://{plexus_host}/mcp
agentmemMCP serverMCP
by oxgeneral
Unknown

Lightweight persistent memory for AI agents. Hybrid search. 16 tools. One SQLite file.

Agent Memory~85%
no endpoint declared
mcp-serverMCP serverMCP
by GabrielaHdzMicrosoft
Unknown

An MCP server that provides visual memory and context storage with knowledge graph capabilities

Knowledge Graphs~84%
npm:visual-memory-context-server · local package
Ratary Memory MCPMCP serverMCP
by ontorata
Unknown

Persistent coding memory for AI assistants. MCP stdio, hybrid search, graph, context.

Agent Memory~100%
npm:@ratary/mcp-server · local package
kgMCP serverMCP
by nnar1o
Unknown

Local knowledge graph memory MCP server for AI assistants.

Knowledge Graphs~84%
no endpoint declared
TabulaMCP serverMCP
by nikhilbhima
Unknown

Cross-AI personal memory. Save once in ChatGPT, recall in Claude, Mistral, Grok, or any MCP client.

Agent Memory~78%
https://www.tabula360.com/api/mcp/mcp
0xrhXBTAgentA2AMCP
by 0xrhXBT
Unknown

Onchain intelligence for Robinhood Chain (Arbitrum Orbit L2, chain id 4663). Read-only public data over MCP: the tokenized-equity layer (premiums vs the live US market, off-hours settlement, DvP counterparty graph, ERC-8056 corporate actions, AP float, oracle health), plus trending tokens, launch r…

Markets & TradingKnowledge Graphs~86%
https://rhxbt.com/mcp
tradememory-protocolMCP serverMCP
by mnemox-ai
Unknown

MCP memory for AI trading agents. Store trades, recall similar setups, track strategy performance.

Agent MemoryMarkets & Trading
pypi:tradememory-protocol · local packagepublished 1 mo ago
Outlook MCPMCP serverMCP
by mpalermiti
Unknown

Microsoft Outlook personal accounts: mail, calendar, contacts, to-do, drafts (62 tools).

EmailCalendar & SchedulingKnowledge Graphs~62%
pypi:outlook-graph-mcp · local packagepublished 3 d ago
neo4j-mcp-canaryMCP serverMCP
by neo4j-labs
Unknown

Neo4j MCP Canary — The canary goes first so the rest of us know what's coming

Knowledge Graphs
pypi:neo4j-mcp-canary · local packagepublished 19 d ago
mnemo-mcpMCP serverMCP
by n24q02m
Unknown

Persistent AI memory with hybrid search and embedded sync. Open, free, unlimited.

Agent MemoryVector SearchDatabases
pypi:mnemo-mcp · local packagepublished 5 d ago
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Machine query
GET /api/v1/search?capability=knowledge&status=live
Aliases

knowledge, memory