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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 records2896 liveRefine in search →
Agent MemoryKnowledge GraphsReasoning & Planning
iflow-mcp_captainji-software_planning_mcpMCP server
Unknown

Software planning MCP server for software development planning tools

Reasoning & Planning~100%
pypi:iflow-mcp_captainji-software_planning_mcp · local packagepublished 9 mo ago
iflow-mcp_brightliu-networkx-mcp-serverMCP server
Unknown

NetworkX MCP Server - Graph analysis in your AI conversations

Knowledge GraphsReporting & Dashboards
pypi:iflow-mcp_brightliu-networkx-mcp-server · local packagepublished 9 mo ago
iflow-mcp_bobmatnyc-kuzu-memoryMCP server
Unknown

Lightweight, embedded graph-based memory system for AI applications

Agent MemoryKnowledge GraphsDatabases
pypi:iflow-mcp_bobmatnyc-kuzu-memory · local packagepublished 9 mo ago
iflow-mcp_beverm2391-chain-of-thought-mcpMCP server
Unknown

A MCP server that uses Groq's API to call LLMs which expose raw chain-of-thought tokens.

Reasoning & Planning~100%
pypi:iflow-mcp_beverm2391-chain-of-thought-mcp · local packagepublished 9 mo ago
iflow-mcp_belindamo-kg_memMCP server
Unknown

A Model Context Protocol (MCP) server that implements a knowledge graph-based memory system with AI-powered entity and relation extraction

Knowledge Graphs~84%
pypi:iflow-mcp_belindamo-kg_mem · local packagepublished 9 mo ago
iflow-mcp_angrysky56_memvid_mcp_serverMCP server
by AI Workspace
Unknown

An MCP server to expose Memvid functionalities to AI clients

Agent Memory
pypi:iflow-mcp_angrysky56_memvid_mcp_server · local packagepublished 10 mo ago
iflow-mcp_aleph-rlmMCP server
by Aleph Contributors
Unknown

MCP server for recursive LLM reasoning—load context, iterate with search/code/think tools, converge on answers

Reasoning & Planning~80%
pypi:iflow-mcp_aleph-rlm · local packagepublished 11 mo ago
iflow-mcp_4r9un-mcp-kql-serverMCP server
Unknown

AI-Powered MCP server for KQL query execution with Natural Language to KQL (NL2KQL) conversion, intelligent schema memory, RAG-enhanced context assistance, and semantic search capabilities

Vector SearchAgent Memory~100%Identity & AccessCloud PlatformsDatabases~100%
pypi:iflow-mcp_4r9un-mcp-kql-server · local packagepublished 9 mo ago
iflow-mcp_0xhackerfren-frida-game-hacking-mcpMCP server
Unknown

MCP server for game hacking with Frida - Cheat Engine-like memory scanning, hooking, and code injection

Agent Memory~100%
pypi:iflow-mcp_0xhackerfren-frida-game-hacking-mcp · local packagepublished 9 mo ago
ide-memory-mcpMCP server
Unknown

Cross-IDE persistent memory layer for AI coding agents via MCP

Code Generation~100%Agent Memory
pypi:ide-memory-mcp · local packagepublished 8 mo ago
ideahub-mcpMCP server
Unknown

Agent-first MCP server for capturing and recalling ideas — the agent's and their human's.

Agent Memory~64%
pypi:ideahub-mcp · local packagepublished 3 d ago
hyperx-mcpMCP server
Unknown

MCP server for HyperX - connect Claude to your knowledge graph

Knowledge Graphs
pypi:hyperx-mcp · local packagepublished 10 mo ago
hypermnesia-mcp-vizMCP serverMCP
by cdeust
Unknown

Read-only visualization for Cortex memory, knowledge, sessions, traces, and codebase graphs.

Reporting & DashboardsKnowledge Graphs
pypi:hypermnesia-mcp-viz · local packagepublished 2 mo ago
hypermnesia-mcpMCP serverMCP
by cdeust
Unknown

Persistent memory for AI agents — 36 cited neuroscience mechanisms, local-first, hybrid retrieval.

Agent Memory
pypi:hypermnesia-mcp · local packagepublished 2 mo ago
hot-memory-mcpMCP serverMCP
by michael-denyer
Unknown

Two-tier memory: hot cache (0ms) + semantic search. Self-organizing.

Agent Memory~100%
pypi:hot-memory-mcp · local packagepublished 4 mo ago
hlpp-recruit-graph-mcpMCP server
Unknown

Controlled read-only MCP tools for the HLPP occupation skill graph

Knowledge Graphs~100%
pypi:hlpp-recruit-graph-mcp · local packagepublished 4 mo ago
hjeon139-mcp-outofcontextMCP server
Unknown

MCP server for context management with markdown storage, CRUD operations, and search

Agent Memory
pypi:hjeon139-mcp-outofcontext · local packagepublished 11 mo ago
hive-memory-mcpMCP server
by Hive Memory
Unknown

Hive Memory Enterprise MCP Server — team memory with PII masking and governance

Agent Memory~100%
pypi:hive-memory-mcp · local packagepublished 3 mo ago
hippocampus-memory-mcpMCP server
Unknown

MCP-compliant server for persistent hippocampus-style memory management with semantic search

Vector Search~100%Agent MemoryDatabases~68%
pypi:hippocampus-memory-mcp · local packagepublished 12 mo ago
hermify-mcpMCP server
by Felix Mutinda
Unknown

Cross-agent, dataset-backed skill and memory sync via MCP. Hermify your agent interactions into portable, event-sourced artifacts.

Agent Memory~100%Model Access
pypi:hermify-mcp · local packagepublished 4 mo ago
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Machine query
GET /api/v1/search?capability=knowledge&status=live
Aliases

knowledge, memory