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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.

2.8k records1601 liveRefine in search →
Agent MemoryKnowledge GraphsReasoning & Planning
n2-soulAgent
by lagi01
Unknown

AI agent memory & session orchestrator for MCP — persistent KV-Cache, Soul Board, immutable Ledger

Agent Memory~100%Agent Orchestration
npm:n2-soul · local package82/wkpublished 5 mo ago
learnshipAgent
by faviovazquez
Unknown

Learn as you build. Build with intent. — A multi-platform agentic engineering system for Windsurf, Claude Code, Cursor, OpenCode, Gemini CLI, and Codex: 57 spec-driven workflows, 17 specialist agent personas, integrated learning, and production-grade desi

Reasoning & Planning
npm:learnship · local package82/wkpublished 4 mo ago
@mingxy/cerebro-mcpMCP serverMCP
by mingxy
Unknown

Cerebro MCP Server — persistent memory for Cursor, VS Code, Claude Desktop, and any MCP client

Agent Memory
npm:@mingxy/cerebro-mcp · local package82/wkpublished 19 d ago
chainmemoryMCP serverMCP
by chaelynet
Unknown

Permanent blockchain memory for AI agents.

Agent Memory
npm:chainmemory-mcp · local package82/wkpublished 1 mo ago
mindpmMCP serverMCP
by umitkavala
Unknown

Persistent project memory for LLMs via SQLite. Never re-explain your project again.

DatabasesProject ManagementAgent Memory
npm:mindpm · local package82/wkpublished 29 d ago
mcp-memory-graphMCP serverMCP
by YonasValentin
Unknown

Local-first memory for Claude Code and any MCP client: hybrid search + knowledge graph, $0/token.

Vector SearchAgent MemoryKnowledge GraphsNotes & DocsDatabases
npm:mcp-memory-graph · local package82/wkpublished 2 mo ago
memoryMCP serverMCP
by shackleai
Unknown

Persistent memory for AI coding tools. 11 tools for any MCP-compatible AI tool.

Agent MemoryCode Generation~75%
npm:@shackleai/memory-mcp · local package82/wkpublished 6 mo ago
memento-protocolMCP serverMCP
by myrakrusemark
Unknown

Persistent memory for AI agents. Store what matters, recall by meaning, skip the rest.

Agent Memory
npm:memento-mcp · local package81/wkpublished 6 mo ago
kiraMCP serverMCP
by aibenyclaude-coder
Unknown

Skills and Scars for AI agents - your agent records its failures and never repeats them.

Agent Memory
npm:kira-mcp · local package81/wkpublished 1 mo ago
openfuse-mcpMCP serverMCP
by openfused
Unknown

Encrypted mail, shared memory, and persistent context for AI agents.

Agent Memory~100%
npm:openfused · local package80/wkpublished 5 mo ago
@mixmediahk/mm-memory-mcpMCP serverMCP
by mm.samzhou
Unknown

MCP Server for mm-memory Agent Memory System

Agent Memory
npm:@mixmediahk/mm-memory-mcp · local package80/wkpublished 20 d ago
mcpMCP serverMCP
by io.br8n
Unknown

Owned, portable working memory: a plain-files markdown brain any model can read and cite.

Agent Memory~100%
npm:@br8n/mcp · local package80/wkpublished 15 d ago
codex-tldraw-mcpMCP serverMCP
by jananadiw
Unknown

A Codex stdio MCP server that generates repo-local tldraw diagrams and detects code graph drift.

Knowledge Graphs~100%Reporting & Dashboards~75%
npm:codex-tldraw-mcp · local package80/wkpublished 4 d ago
Microsoft TeamsMCP serverMCP
by SurgeEnterpriseAI
Unknown

Connect Claude to Microsoft Teams — read/send messages, list channels, search chats.

Team ChatIdentity & AccessKnowledge Graphs~62%
npm:microsoft-teams-mcp-server · local package80/wkpublished 5 mo ago
ariel-memoryMCP serverMCP
by Cipher208
Unknown

Two-layer memory MCP server for AI agents with 37 tools, RAG, graphs, wiki, auth

Agent MemoryKnowledge GraphsVector Search
npm:mcp-ariel-memory · local package79/wkpublished 2 mo ago
ainative-opencode-memory-mcpMCP serverMCP
by AINative-Studio
Unknown

Persistent cross-session memory for OpenCode and MCP coding agents, powered by ZeroDB.

Code Generation~100%Agent Memory~100%Vector Search~64%
npm:ainative-opencode-memory-mcp · local package79/wkpublished 1 mo ago
@g99/lightrag-mcp-serverMCP serverMCP
by g99
Unknown

Model Context Protocol (MCP) server for LightRAG - 30 fully working tools with complete RAG and Knowledge Graph integration

Knowledge GraphsVector Search
npm:@g99/lightrag-mcp-server · local package79/wkpublished 9 mo ago
omni-mcp-serverMCP serverMCP
by bitofacoder
Unknown

All-in-one MCP server: GitHub, Git, Slack, web fetch, memory, and filesystem. Agent Mode opt-in.

Web Scraping~100%Version ControlAgent MemoryTeam ChatFilesystem~88%
npm:@bitofacoder/omni-mcp-server · local package79/wkpublished 3 mo ago
okf-mcpMCP serverMCP
by mfdaves
Unknown

Validate, search, graph, and safely author local Open Knowledge Format bundles.

Knowledge Graphs
npm:@mfdaves/okf-mcp · local package79/wkpublished 26 d ago
timpsMCP serverMCP
by Sandeeprdy1729
Unknown

Persistent memory with contradiction detection, burnout monitoring, and 69 intelligence tools.

Agent Memory
npm:@timps-ai/timps-mcp · local package78/wkpublished 20 d ago
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Machine query
GET /api/v1/search?capability=knowledge&status=live
Aliases

knowledge, memory