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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.

5.5k records2912 liveRefine in search →
Agent MemoryKnowledge GraphsReasoning & Planning
CLS++ MemoryMCP serverMCP
by rajamohan1950
Unavailable

Cross-LLM persistent memory: store context once, recall it from any AI model.

Vector SearchAgent MemoryDatabases~68%
https://www.clsplusplus.com/mcppublished 4 mo agook 1 mo ago
rarasMCP serverMCP
by rarasAI
Unavailable

Disease Twin — Brazil's rare-disease knowledge graph (10,468) over MCP. Source-grounded, PT-BR.

Knowledge Graphs~84%
https://raras.org/api/mcp
plexusMCP serverMCP
by pcas-io
Unavailable

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
TabulaMCP serverMCP
by nikhilbhima
Unavailable

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
MemHeaven — Self-hosted Remote MCP Memory for ChatGPTMCP serverMCP
by nazar256
Unavailable

Self-hosted remote MCP memory server for ChatGPT and AI agents.

Agent Memory~100%
https://{worker_domain}/mcp
Provenio — Art IntelligenceMCP serverMCP
by mildo-ai
Unavailable

Art provenance intelligence — 282K-node knowledge graph with cited answers and honest gaps.

Knowledge Graphs~84%
https://provenio.art/api/mcp
MemwyreMCP serverMCP
by memwyreai
Unavailable

Universal persistent memory and knowledge retrieval layer for AI agents and LLMs.

Agent Memory~85%
https://server.memwyre.tech/mcp
0Latency MemoryMCP serverMCP
by jghiglia2380
Unavailable

Persistent memory layer for AI agents. Sub-100ms recall, semantic search, knowledge graphs.

Agent Memory~100%Knowledge Graphs~84%
https://mcp.0latency.ai/mcp?key={api_key}
CPG Knowledge Graph — SPARKSAgentA2A
by GreenCore Solutions Corp.
Unavailable

The CPG Knowledge Graph v3.2.0 powered by SPARKS: 38,350 brands · 15,495 makers · 15,688 retail banners · 3.29M points of sale. Resolved, cited answers for Beauty & Personal Care and CPG procurement agents — GTIN-first, no LLM in the request path.

Knowledge Graphs
https://cpgknowledgegraph.aiok 1 mo ago
Mnema — AI Memory LayerMCP serverMCP
by hoanglt1223
Unavailable

Personal knowledge graph as an AI memory layer over MCP - read, save, and link your memories.

Agent Memory~100%Knowledge Graphs~84%
https://secondbrain.hoangha.shop/api/mcp
EpitomeMCP serverMCP
by gunning4it
Unavailable

Personal AI memory — gives every AI agent shared, persistent memory of you

Agent Memory~85%
https://epitome.fyi/mcp
Giskard MemoryMCP serverMCP
by giskard09
Unavailable

Pay-per-use semantic memory for AI agents. SHA256 commitment, Ed25519 sig, Lightning.

Agent Memory~100%
https://memory.rgiskard.xyz/sse
nexsusMCP serverMCP
by dbnexsus
Unavailable

Private persistent memory for Claude, ChatGPT & Gemini via MCP - semantic search, zero-code setup.

Agent Memory~85%
https://app.nexsus.com.au/mcpok 19 d ago
AI Need Help From Other AIAgentA2A
by aineedhelpfromotherai.com
Unavailable

Failure Intelligence Layer for AI coding agents — implemented as a Reasoning Cache & Consensus Layer. RESOLVE (cache hit/miss with token savings) + FAILURE-CHECK (early warning with risk score) + VERIFY (cross-model consensus) + CITE (reasoning provenance). Zero-auth REST API + MCP gateway. Live co…

Reasoning & Planning~96%
https://aineedhelpfromotherai.com
MCP Assist — Coordination MemoryMCP serverMCP
by aliomraniH
Unavailable

Coordination memory with verification: reconcile-against-GitHub, verdict freshness, provenance.

Agent Memory~100%Agent Orchestration~100%
https://mcp-assist-memory.replit.app/mcp
DELPHI OracleMCP serverMCP
by achilliesbot
Unavailable

Real-time AI intelligence signals and temporal knowledge graph for agent economy

Knowledge Graphs~84%
https://delphi-oracle.onrender.com/mcp
Scenario Planning LedgerMCP serverMCP
by Wxt-ai
Unavailable

Append a scenario planning amount

Reasoning & Planning~100%Accounting~71%
https://openings-vote-drilling-initially.trycloudflare.com/mcp/scenario-planning-ledger
Inventory Planning LedgerMCP serverMCP
by Wxt-ai
Unavailable

Record an inventory planning quantity

E-commerce Operations~100%Reasoning & Planning~100%Accounting~71%
https://openings-vote-drilling-initially.trycloudflare.com/mcp/inventory-planning-ledger
Mirror Memory MCP ServerMCP serverMCP
by Tr1ckyMag1ca1
Unavailable

Personal knowledge base MCP server with semantic search, auto-categorization, metadata extraction

Agent Memory~71%
https://hcelnlqmgddxzvjegpdr.supabase.co/functions/v1/mcp-server
Consumer Product Recall EvidenceMCP serverMCP
by ThryveBaseline
Unavailable

Match consumer products to official CPSC recalls and purchase source-linked evidence.

Agent Memory~100%
https://experiment-008-production.up.railway.app/mcp
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Machine query
GET /api/v1/search?capability=knowledge&status=live
Aliases

knowledge, memory