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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 records270 liveRefine in search →
Agent MemoryKnowledge GraphsReasoning & Planning
LoreMCP serverMCP
by agentkitai
Unknown

Cross-agent memory over MCP: hybrid recall, knowledge graph, private/shared visibility, redaction.

Agent MemoryKnowledge GraphsData Extraction~71%
pypi:lore-sdk · local packagepublished 2 mo ago
Discrete StructuresMCP serverMCP
by ZohaibCodez
Unknown

Comprehensive tools for discrete mathematics: logic, algorithms, number theory, cryptography

Knowledge Graphs~62%
pypi:discrete-structures-mcp · local packagepublished 8 mo ago
dekkoMCP serverMCP
by aahlijia
Unknown

Static code map generator: MAP.md + map.json for any repo, plus a Claude Code /map plugin

Security Review~75%Version Control~71%Knowledge Graphs~62%
pypi:dekko · local packagepublished 6 d ago
NVIDIA NemoClaw CKGMCP serverMCP
by Yarmoluk
Unknown

NVIDIA NemoClaw knowledge graph — 55 nodes, F1 0.576 (+269% vs RAG), 11x fewer tokens. MCP-native.

Knowledge GraphsCode Execution
https://ckg-nvidia-nemoclaw.onrender.com/mcppublished 1 mo ago
NVIDIA AI CKGMCP serverMCP
by Yarmoluk
Unknown

NVIDIA AI knowledge graphs — 20 domains. 4x F1, 11x fewer tokens, SHA-256 provenance. MCP-native.

Knowledge Graphs
https://ckg-nvidia-ai.onrender.com/mcppublished 1 mo ago
ckg-nemotron-perplexityMCP serverMCP
by Yarmoluk
Unknown

NVIDIA Nemotron + Perplexity Sonar as knowledge graphs — 2 domains, 83 nodes. MCP-native.

Knowledge Graphs
pypi:ckg-nemotron-perplexity · local packagepublished 2 mo ago
ckg-mcpMCP serverMCP
by Yarmoluk
Unknown

97-domain knowledge graphs for AI agents — 4× F1 of RAG, 11× fewer tokens. MCP-native.

Knowledge GraphsVector Search
pypi:ckg-mcp · local packagepublished 1 mo ago
Salesforce AgentForce CKGMCP serverMCP
by Yarmoluk
Unknown

Salesforce AgentForce knowledge graph — 40 nodes, Einstein Trust Layer, 11x fewer tokens than RAG.

CRM & SalesKnowledge GraphsVector Search~94%
https://ckg-agentforce.onrender.com/mcppublished 1 mo ago
instagram-mcpMCP serverMCP
by adelaidasofia
Unknown

Official, multi-account Instagram Graph API MCP: read, publish, analytics, comments, DMs.

Social MediaKnowledge Graphs~100%
pypi:adelaidasofia-instagram-mcp · local packagepublished 3 mo ago
CortexMCP serverMCP
by abbacusgroup
Unknown

Persistent knowledge system with OWL-RL reasoning and 22 MCP tools. Local-first.

Knowledge GraphsReasoning & PlanningVector Search~75%
pypi:abbacus-cortex · local packagepublished 2 mo ago
A2CRMCP serverMCP
by a2cr
Unknown

Save AI-agent handoff checkpoints, WorkStash notes, and WorkThreads in a local A2CR workspace.

Agent Memory~64%
pypi:a2cr-mcp · local packagepublished 2 mo ago
jamgateMCP serverMCP
by amirj4m
Unknown

A neutral memory quality-gate MCP server: save_memory, recall_memory, forget_memory over stdio.

Agent Memory~78%
npm:jamgate · local package
KonstructMCP serverMCP
by alright-alright
Unknown

Knowledge graph for AI agents. Query concepts, walk edges, get advisories.

Knowledge Graphs~84%
https://konstruct-api.aerynw.workers.dev/mcp
EvolutionDB Long-Term MemoryMCP serverMCP
by alptekin
Unknown

Persistent long-term memory for Claude Desktop / Claude Code, backed by EvolutionDB.

Agent Memory~100%
pypi:mcp-server-evolutiondb · local package
ai-memoryMCP serverMCP
by alphaonedev
Unknown

Persistent memory for any AI — zero token cost until recall

Agent Memory~100%
oci:ghcr.io/alphaonedev/ai-memory:0.5.1 · local package
MCP Assist — Coordination MemoryMCP serverMCP
by aliomraniH
Unknown

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

Agent Memory~100%Agent Orchestration~100%
https://mcp-assist-memory.replit.app/mcp
mengramMCP serverMCP
by alibaizhanov
Unknown

Long-term memory for AI agents: semantic facts, episodic events, and procedural workflows

Agent Memory~85%
https://mengram.io/mcp
meridianMCP serverMCP
by ajc3xc
Unknown

Persistent memory, task coordination, and HITL queue for AI coding sessions.

Agent Memory~85%
https://usemeridian.us/mcp/sse
aide-memoryMCP serverMCP
by aide-memory
Unknown

Persistent memory layer for AI coding agents — your agent remembers what you taught it.

Agent Memory~100%
npm:aide-memory · local package
BrainBrainBrainsMCP serverMCP
by aiaiohhh
Unknown

Persistent memory + context layer for AI dev teams. 17 tools via MCP.

Agent Memory~85%
npm:bbb-mcp-server · local package
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Aliases

knowledge, memory