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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

Knowledge & Memory

Storage, memory and knowledge management for agents.

5.4k records2896 liveRefine in search →
Agent MemoryKnowledge GraphsReasoning & Planning
memory-mcp-serverMCP server
Unknown

MCP server for managing Claude's memory and knowledge graph

Agent Memory~100%Knowledge Graphs~84%
pypi:memory-mcp-server · local packagepublished 2 y ago
memory-mcpMCP server
Unknown

A python implementation of AI memory in MCP

Agent Memory~100%
pypi:memory-mcp · local packagepublished 2 y ago
memory-map-mcpMCP server
Unknown

MCP server for persistent AI memory — MongoDB-backed with file fallback

DatabasesAgent Memory
pypi:memory-map-mcp · local packagepublished 6 mo ago
memory-layer-mcpMCP server
by curiohunter
Unknown

Memory Layer MCP for Claude Code — hybrid BM25 + vector search that compounds with usage (Korean ↔ English)

Vector SearchAgent Memory
pypi:memory-layer-mcp · local packagepublished 2 mo ago
memory-lab-mcpMCP server
by Harvey Chan
Unknown

Local-first Agent Knowledge curation and evidence index

Agent Memory
pypi:memory-lab-mcp · local packagepublished 1 mo ago
memory-journal-mcp-serverMCP server
Unknown

MCP server for memory journal from local photos (iCloud Photos)

Agent Memory~100%
pypi:memory-journal-mcp-server · local packagepublished 2 y ago
memoryintelligence-mcpMCP server
Unknown

DEPRECATED — final release (0.2.14). Use the MemoryIntelligence desktop app's MCP or the claude.ai connector. MCP server for MemoryIntelligence.

Agent Memory
pypi:memoryintelligence-mcp · local packagepublished 20 d ago
memory-hub-mcpMCP server
by Matt
Unknown

Local Memory Hub MCP Server with stdio transport for ZenCoder and MCP clients

Agent MemoryVector Search
pypi:memory-hub-mcp · local packagepublished 11 mo ago
Memory HiveMCP serverMCP
by 330899935
Unknown

Local-first memory over MCP. Built-in SQLite store; runs standalone. Agents propose; you confirm.

Agent Memory
pypi:memory-hive-mcp · local packagepublished 13 d ago
memorygraph-mcp-tai040502MCP server
by tai040502
Unknown

Graph-based MCP memory server for AI coding agents with intelligent relationship tracking and multi-backend support

Code Generation~100%DatabasesAgent MemoryKnowledge Graphs
pypi:memorygraph-mcp-tai040502 · local packagepublished 8 mo ago
memory-forge-mcpMCP server
by Memory Forge contributors
Unknown

Local-first MCP memory backend for AI clients.

Agent MemoryDatabases
pypi:memory-forge-mcp · local packagepublished 4 mo ago
memory-bridge-mcpMCP server
by LE-VAI
Unknown

Unified MCP memory server bridging Mind (concept graph) and Honcho (semantic vector) memory with episodic timeline and LLM synthesis

Agent MemoryDeep Web Research
pypi:memory-bridge-mcp · local packagepublished 4 mo ago
memory-bank-mcpMCP server
Unknown

A FastMCP-based service for storing and retrieving project files in a SQLite database

Agent Memory~100%Databases~80%Banking~67%
pypi:memory-bank-mcp · local packagepublished 2 y ago
memory-arbiter-mcpMCP serverMCP
by billy12151
Unknown

Local SQLite MCP memory: evidence-based recall, advisory conflict notices, authorized governance.

Agent Memory~100%
pypi:memory-arbiter-mcp · local packagepublished 4 d ago
Auditable memory (memory3l)MCP serverMCP
by jayzht
Unknown

Audited memory over MCP: an append-only fact ledger plus verifiable invariants I1-I5.

Agent Memory
pypi:memory3l-mcp · local packagepublished 2 mo ago
MemoraEUMCP serverMCP
by pquattro
Unknown

Zero-knowledge persistent memory for Claude — encrypted, semantic search, EU hosted.

Agent Memory
pypi:memoraeu-mcp · local packagepublished 3 mo ago
memocean-mcpMCP server
Unknown

Local-first AI memory MCP server for Obsidian vaults. CJK-optimized.

Notes & DocsAgent Memory
pypi:memocean-mcp · local packagepublished 7 mo ago
memnoth-mcpMCP server
Unknown

memnoth MCP server — Model Context Protocol server for memnoth memory. Name reservation placeholder.

Agent Memory
pypi:memnoth-mcp · local packagepublished 3 mo ago
memnest-mcpMCP server
by arunkse
Unknown

Persistent graph memory MCP server for AI agents using LadybugDB

Agent MemoryKnowledge GraphsVector Search
pypi:memnest-mcp · local packagepublished 2 mo ago
memmd-mcpMCP server
by memmd contributors
Unknown

MCP stdio server that manages local memory.md with dedupe/merge/cleanup.

Agent Memory
pypi:memmd-mcp · local packagepublished 8 mo ago
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Machine query
GET /api/v1/search?capability=knowledge&status=live
Aliases

knowledge, memory