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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.

3.1k records1624 liveRefine in search →
Agent MemoryKnowledge GraphsReasoning & Planning
live-memoryMCP serverMCP
by shofer-dev
Unknown

Persistent, read-only codebase memory for Claude Code; ask it instead of re-reading files.

Agent Memory
pypi:shofer-live-memory · local packagepublished 2 mo ago
Mosaic Pre-Clinical IntelligenceMCP serverMCP
by sourabhnk
Unknown

Pre-clinical drug-target intelligence: 60 curated targets, 2,687 counted partner genes, 12 tools

Knowledge Graphs
pypi:mosaic-mcp · local packagepublished 28 d ago
mnemexMCP serverMCP
by simplemindedbot
Unknown

Temporal memory for AI with decay and reinforcement. Two-layer storage (JSONL + Markdown).

Agent Memory
pypi:mnemex · local packagepublished 10 mo ago
memorymeshMCP serverMCP
by sparkvibe-io
Unknown

Persistent, zero-dependency AI memory using SQLite. Local-first, cross-tool portable.

DatabasesVector SearchAgent Memory
pypi:memorymesh · local packagepublished 6 mo ago
memdocsMCP serverMCP
by silversurfer562
Unknown

Git-native project memory for AI assistants with enterprise-grade audit compliance

Agent Memory~100%Code DocumentationVersion Control~94%
pypi:memdocs · local packagepublished 9 mo ago
MADB — Agent Memory DatabaseMCP serverMCP
by spshkar84
Unknown

Durable causal memory for AI agents — semantic recall, causal lineage, and skills. Local-first.

DatabasesAgent Memory
pypi:madb-mcp-server · local packagepublished 17 d ago
lightning-memoryMCP serverMCP
by singularityjason
Unknown

Decentralized agent memory for the Lightning economy. Nostr identity, L402 payments.

Agent Memory~100%Payments~81%
pypi:lightning-memory · local packagepublished 6 mo ago
CogniRelayMCP serverMCP
by stef-k
Unknown

Self-hosted agent continuity server with bounded, recoverable memory and restart orientation.

Agent Memory~100%Agent Orchestration~73%
pypi:cognirelay · local packagepublished 4 mo ago
lainMCP serverMCP
by spuentesp
Unknown

High-performance knowledge graph MCP server for AI coding agents with semantic search.

Knowledge Graphs~84%
npm:@spuentesp/lain-mcp · local package
brainsMCP serverMCP
by spacecowboyian
Unknown

Personal wiki and memory for AI assistants: store, search, and recall structured notes.

Agent Memory~78%Notes & Docs~75%
npm:brains-mcp · local package
memoryMCP serverMCP
by sharedmemoryai
Unknown

Persistent memory for AI agents. Remember, recall, and explore a shared knowledge graph.

Agent Memory~100%Knowledge Graphs~84%
npm:@sharedmemory/mcp-server · local package
Obsidian MCPMCP serverMCP
by seynurmammad0v
Unknown

Turns Obsidian vaults into AI-queryable knowledge graphs with 12 tools

Notes & Docs~100%Knowledge Graphs~84%
npm:@smammadov/obsidian-mcp · local package
ZettelForgeMCP serverMCP
by rolandpg
Unknown

Agentic memory for cyber threat intelligence. STIX graphs, actor aliasing, offline RAG, Sigma/YARA.

Agent Memory~100%Knowledge GraphsVector Search
pypi:zettelforge · local packagepublished 2 mo ago
YourMemoryMCP serverMCP
by sachitrafa
Unknown

Persistent memory for AI agents. Memories decay with time and strengthen on recall.

DatabasesAgent Memory
pypi:yourmemory · local packagepublished 2 mo ago
robo-cortexMCP serverMCP
by robotel-limited
Unknown

Git-aware memory store for AI coding agents; memories are anchored to git blob hashes.

Agent MemoryVersion ControlDatabases
pypi:robo-cortex · local packagepublished 10 d ago
PerennaMCP serverMCP
by scarletkc
Unknown

A lightweight, Git-backed permanent memory for AI agents.

Agent MemoryVersion ControlVector Search~75%
pypi:perenna · local packagepublished 13 d ago
Memory OS AIMCP serverMCP
by romainsantoli-web
Unknown

Adaptive memory for AI agents — FAISS search, chat extraction, cross-project linking

Agent MemoryVector Search~75%
pypi:memory-os-ai · local packagepublished 6 mo ago
MCP OpenClaw ExtensionsMCP serverMCP
by romainsantoli-web
Unknown

138-tool MCP server for AI agent firms: security, A2A, Hebbian memory, fleet mgmt

Agent Memory~100%
pypi:mcp-openclaw-extensions · local packagepublished 6 mo ago
darwin-memoMCP serverMCP
by rogermsc
Unknown

Self-curating agent memory kept honest by survival-based selection over measured outcomes.

Agent MemoryCode Generation~75%
pypi:darwin-memo · local packagepublished 5 d ago
cap-shieldMCP serverMCP
by robinlidberg-dot
Unknown

Context selection and compression for AI agents - recall measured, not claimed.

Agent MemoryVector Search
pypi:cap-shield · local packagepublished 14 d ago
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GET /api/v1/search?capability=knowledge&status=live
Aliases

knowledge, memory