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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 records2898 liveRefine in search →
Agent MemoryKnowledge GraphsReasoning & Planning
mcp-agensgraph-data-modelingMCP server
Unknown

AgensGraph data-modeling MCP server (validate models, generate ingest/constraint Cypher, Arrows/Mermaid).

Knowledge Graphs
pypi:mcp-agensgraph-data-modeling · local packagepublished 2 mo ago
mcp-agensgraph-cypherMCP server
Unknown

AgensGraph Cypher MCP server (schema introspection + read/write Cypher tools).

Knowledge Graphs
pypi:mcp-agensgraph-cypher · local packagepublished 2 mo ago
mcp-agensgraph-commonMCP server
Unknown

Shared core for the AgensGraph MCP servers (config, connection, results, safety, transport).

Knowledge Graphs
pypi:mcp-agensgraph-common · local packagepublished 2 mo ago
math-logic-mcpMCP server
by Open Source Community
Unknown

MCP server providing verified math & logic tools for small LLMs (Mistral, Llama, DeepSeek)

Reasoning & Planning
pypi:math-logic-mcp · local packagepublished 9 mo ago
marm-mcp-serverMCP serverMCP
by Lyellr88
Unknown

Universal MCP Server with advanced AI memory capabilities and semantic search.

Agent Memory
oci:lyellr88/marm-mcp-server:2.47.0 · local packagepublished 27 d ago
mareana-outlook-mcp-serverMCP server
Unknown

Microsoft Outlook MCP Server for sending emails with attachments via Microsoft Graph API

EmailKnowledge Graphs~100%
pypi:mareana-outlook-mcp-server · local packagepublished 10 mo ago
manhattan-mcpMCP server
by Agent Architects Studio
Unknown

GitMem MCP Server - Token-Efficient Codebase Navigation for AI Agents

Agent Memory
pypi:manhattan-mcp · local packagepublished 8 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 15 d ago
m365-service-comms-mcpMCP server
Unknown

Read-only Model Context Protocol (MCP) server for the Microsoft Graph Service Communications API — exposes M365 service health and Message Center posts to AI agents.

Knowledge Graphs~100%
pypi:m365-service-comms-mcp · local packagepublished 6 mo ago
m365-mcpMCP server
Unknown

Microsoft 365 MCP server for Outlook, Calendar, and OneDrive with multi-account support

EmailCalendar & SchedulingKnowledge Graphs~62%
pypi:m365-mcp · local packagepublished 13 mo ago
lynxMCP serverMCP
by lorenzo-cambiaghi
Unknown

LynxMCP: 100% local MCP server for the code questions grep can't answer: call graph, hybrid search

Vector SearchKnowledge Graphs
pypi:lynx-mcp · local packagepublished 2 mo ago
lunaris-mcpMCP server
by Lunaris Authors
Unknown

Lunaris MCP server — no Rust toolchain required. Prebuilt native binary, all platforms.

Agent Memory
pypi:lunaris-mcp · local packagepublished 2 mo ago
ltmhub-mcpMCP server
Unknown

LTMhub MCP Server - Connect Claude Desktop to your Long-Term Memory

Agent Memory
pypi:ltmhub-mcp · local packagepublished 7 mo ago
lorekeeper-mcpMCP server
Unknown

Self-improving MCP memory server for AI agents. One command, no cloud, no config.

Agent MemoryKnowledge Graphs
pypi:lorekeeper-mcp · local packagepublished 4 mo ago
lore-framework-mcpMCP server
Unknown

MCP server for Lore Framework - AI-readable project memory with task/ADR/wiki management

Agent Memory~100%Project Management
pypi:lore-framework-mcp · local packagepublished 7 mo ago
loom-memory-mcpMCP server
by ailiheizi
Unknown

Loom MCP — AI 编程的肌肉记忆,从你自己的代码库检索-组装新项目

Agent Memory~71%
pypi:loom-memory-mcp · local packagepublished 4 mo ago
LonghandMCP serverMCP
by Wynelson94
Unknown

Local memory for Claude Code: 13 MCP tools for semantic recall, file replay, and git history.

Agent Memory
pypi:longhand · local packagepublished 4 d ago
logicmem-mcpMCP server
Unknown

Connect any AI agent (Claude Code, Claude Desktop, Cursor, etc.) to LogicMem's MCP server in one command. The package ships a stdio-to-HTTP bridge that adapts the hosted MCP to your client's protocol version, and a CLI that auto-configures Claude Code/Desktop settings.json on Mac, Linux, and Window…

Agent Memory
pypi:logicmem-mcp · local packagepublished 5 mo ago
logic-lm-mcp-serverMCP server
Unknown

A Model Context Protocol server that provides symbolic reasoning capabilities using Logic-LM framework and Answer Set Programming

Reasoning & Planning
pypi:logic-lm-mcp-server · local packagepublished 15 mo ago
locusMCP serverMCP
by EDKarlsson
Unknown

Hierarchical markdown memory palace for AI agents — structured palace navigation via MCP tools.

Agent Memory
pypi:locus-mcp · local packagepublished 8 mo ago
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Aliases

knowledge, memory