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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 records2854 liveRefine in search →
Agent MemoryKnowledge GraphsReasoning & Planning
Cassie Hour ConciergeAgentA2A
by Aurionism
Live

Official discovery guide for Cassie Hour by Alp Şahin: the novel, companion song, public event records, author interpretation and agent contribution routes.

Knowledge GraphsData ExtractionIdentity & AccessMusic & Audio
https://cassiehour.comok 7 h ago
Memory.fitMCP serverMCP
by fit.memory
Live

Your training, sleep, recovery and fuel for the AI you use: it reads your week and plans the next.

Agent Memory~71%
https://api.memory.fit/mcpok 4 h ago
STEM — Persistent AI MemoryMCP serverMCP
by dev.awase
Live

Persistent memory and shared context across compatible AI assistants, with account-scoped OAuth.

Agent Memory~100%
https://awase.dev/stemok 7 h ago
Telesherpa Ontology PlatformMCP serverMCP
by com.telesherpa
Live

Ontology platform for field service: AI agents observe, connect and act on business objects.

Knowledge Graphs~100%
https://mcp.telesherpa.com/mcpok 7 h ago
Evident task plannerAgentA2A
Live

Prepare research or local PDF extraction contracts and inspect service fit. Synchronous planning only: no supplier execution, files, payments, persistent tasks or public posting.

Reasoning & PlanningContracts & Legal~94%Payments~81%
https://evidentagents.com/a2aok 4 h ago
Dual-Use Technology & Export Controls GateAgentA2A
by dual-use-technology-export.agendamcp.dpdns.org
Live

Review a technology shipment file for export-control evidence gaps, declared HS/ECCN context and diversion questions. 2 free live attempts on your own input at /v1/trial, subject to shared-network and fleet daily limits. Normal MCP/A2A evaluations require paid admission; discovery, fixed examples a…

Code Review~100%Reasoning & Planning~53%
https://dual-use-technology-export.agendamcp.dpdns.org/.well-known/agent-card.jsonok 7 h ago
Agenda Intelligence MDAgentA2A
by Vassiliy Lakhonin
Live

Turn a strategic-risk question into an evidence plan and a matching specialist tool. Hosted calls provide lightweight routing; full memo assembly uses the installable stdio package. Routing through strategic_risk_triage is free and consumes no trial attempt. Named specialist checks and full model e…

Code Review~100%Pricing & Quotes~100%Reasoning & Planning~100%
https://agendamcp.dpdns.orgok 1 h ago
Echo MemoryMCP serverMCP
by com.echo-mem
Live

Shared memory for AI agents, as a graph in your own Postgres. Writes never call an LLM.

Agent Memory~100%
https://api.echo-mem.com/mcppublished 8 d agook 2 h ago
Wellspent advisor finderAgentA2A
by Wellspent
Live

Finds fee-only financial advisors in the US and Canada for a plain-language request, from Wellspent's public graph.

Reasoning & Planning~68%
https://api.wellspent.co/a2aok 7 h ago
AiAkiv MemoryMCP serverMCP
by com.aiakiv
Live

Shared long-term memory for AI agents: save and recall context as a searchable knowledge graph.

Agent Memory~100%Knowledge Graphs~84%
https://mcp.aiakiv.com/mcpok 3 min ago
Zhiyong AI Product and Technology AgentAgentA2A
by Zhiyong.dev
Live

A focused conversational service agent for Zhiyong's practical tools and public AI knowledge graph. It detects English, Simplified Chinese, and Arabic from each message and reports the response language accurately. For capability questions it briefly explains its role and relevant tasks, then point…

Knowledge GraphsIdentity & AccessCI/CD & DeployEvaluation & BenchmarksSpeech Synthesis
https://kg.zhiyong.devok 6 h ago
Atlaso MemoryMCP serverMCP
by ai.atlaso
Live

Atlaso, the AI memory layer: one shared, persistent memory for every AI tool you connect.

Agent Memory~100%
https://mcp.atlaso.ai/mcpok 7 h ago
Stefan “Steve” Preu’s AI representativeAgentA2A
by Stefan “Steve” Preu · unbrained.dev
Live

An AI (not Stefan himself) that answers questions about Stefan “Steve” Preu, agentic systems architect in Austria: his work, projects such as PM CLI, his ideas and how he approaches problems with agents. Grounded in curated knowledge with citations; says when it does not know. It never sends messag…

Agent MemoryWorkflow Automation
https://bot.unbrained.dev/a2aok 6 h ago
The Spice Melange Trading DeskAgentA2A
Live

Education-only, Dune-themed Sui trading desk (Bitcoin = spice). Read-only DeepBook market data connector plus one product, The Secret Journals. No return claims, not financial advice, no private desk data.

Agent MemoryMarkets & Trading~100%Secrets ManagementEvaluation & BenchmarksE-commerce Operations
https://thespicemelange.orgok 7 h ago
Komplyt ZeroMCP serverMCP
by Komplyzen
Live

Persistent working memory for AI agents: a knowledge graph with semantic search and decay.

Knowledge Graphs~84%
https://kg.kompl.yt/mcpok 6 min ago
MAGNTAgentA2A
by MAGNT
Live

Public discovery endpoint for Alexander Redkov's MAGNT project. The A2A interface is intentionally minimal and points visiting agents to MAGNT's richer MCP capabilities for contact and shared task-signal memory. MAGNT is developed jointly by Alexander Redkov and ChatGPT; Alexander is the sole human…

Agent Memory~100%Agent Discovery
https://magnt.ruok 1 h ago
Tunc OrbAgentA2A
by TUNC LLC
Live

Durable, private memory shared by all of a person's agents: structured records and logs, plus their Tunc Art files.

FilesystemAgent Memory
https://tuncorb.comok 4 h ago
toro4nMCP serverMCP
by com.toro4n
Live

Ask your AI assistant to sketch or change a Neo4j graph data model, then open it in toro4n.

Knowledge Graphs~76%
https://toro4n.com/mcpok 2 h ago
Mem0AgentA2A
by Mem0
Live

Mem0 is a self-improving memory layer for LLM applications, enabling personalized AI experiences that save costs and delight users.

Agent Memory~100%
https://docs.mem0.aiok 8 h ago
BilincMCP serverMCP
by atakanelik34
Live

Hosted agent memory with provenance, contradiction surfacing, and snapshot rollback.

Agent Memory~100%
https://mcp.bilinc.space/mcppublished 12 d agook 2 h ago
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GET /api/v1/search?capability=knowledge&status=live
Aliases

knowledge, memory