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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 Memory GraphMCP serverMCP
by RetroRobAI
Unknown

Authority-weighted memory graph for AI agents with conflict detection and semantic search.

Vector Search~100%Agent MemoryKnowledge GraphsDatabases
pypi:mcp-memory-graph · local packagepublished 6 mo ago
mcp-memory-engineMCP server
Unknown

A general-purpose neuro-symbolic MCP memory engine for AI assistants.

Agent Memory
pypi:mcp-memory-engine · local packagepublished 8 mo ago
mcp-memory-bankMCP server
Unknown

Personal persistent memory server for AI assistants via Model Context Protocol

Agent MemoryBanking
pypi:mcp-memory-bank · local packagepublished 8 mo ago
mcp-memoryMCP server
Unknown

Memory Implementation in MCP and python

Agent Memory~100%
pypi:mcp-memory · local packagepublished 2 y ago
mcp-memgraphMCP server
Unknown

MCP integration and utilities for Memgraph MCP server

Knowledge Graphs
pypi:mcp-memgraph · local packagepublished 2 mo ago
mcp-mementoMCP serverMCP
by annibale-x
Unknown

An MCP server that provides persistent memory and context management across sessions

Agent Memory
pypi:mcp-memento · local packagepublished 7 mo ago
mcp-mem0MCP server
by aishu
Unknown

Cross-session memory system for AI Agent tools, powered by mem0 + Qdrant + MCP

Agent Memory
pypi:mcp-mem0 · local packagepublished 7 mo ago
mcp-mctsMCP server
by MCP-Audit
Unknown

Model Context Threat Scanner — local MCP security scanning, attack chains, inventory, CI gates, and optional Semgrep/LLM analysis

Security Scanning~100%Reasoning & Planning
pypi:mcp-mcts · local packagepublished 5 mo ago
mcp-m365-mgmtMCP server
by Thiago Beier
Unknown

MCP server for Microsoft 365 and Intune management with 33 tools for Entra ID, devices, Autopilot, and more

Devices & IoT~100%Knowledge Graphs~62%Cloud Platforms~62%
pypi:mcp-m365-mgmt · local packagepublished 12 mo ago
mcp-lightragMCP server
Unknown

MCP Server for LightRAG with smart document upsert capabilities

Knowledge GraphsNotes & DocsVector Search
pypi:mcp-lightrag · local packagepublished 9 mo ago
MCP KQL ServerMCP serverMCP
by 4R9UN
Unknown

Execute KQL in AI prompts via NL2KQL with schema discovery and Azure Data Explorer integration

Vector SearchCloud PlatformsIdentity & AccessAgent Memory~64%Databases~62%
pypi:mcp-kql-server · local packagepublished 3 mo ago
mcp-knowledge-graphMCP server
Unknown

Neo4j knowledge graph retrieval MCP server

Knowledge Graphs~100%
pypi:mcp-knowledge-graph · local packagepublished 4 mo ago
mcp-knowledge-gapsMCP serverMCP
by onetrueclaude-creator
Unknown

Find what your knowledge base mentions but doesn't actually explain.

Knowledge GraphsNotes & DocsSecrets Management
pypi:mcp-knowledge-gaps · local packagepublished 7 mo ago
mcp-kg-skillsMCP server
by MCP KG Skills Team
Unknown

A Model Context Protocol server for managing a graph of reusable Python functions, documentation, and environment variables

Knowledge Graphs
pypi:mcp-kg-skills · local packagepublished 12 mo ago
mcp-kb-sqliteMCP server
Unknown

Local long-term memory MCP server backed by SQLite FTS5

DatabasesAgent Memory
pypi:mcp-kb-sqlite · local packagepublished 17 d ago
Manwe — Memory, Decisions & Agent TasksMCP serverMCP
by lemberalla
Unknown

Shared local memory, decisions and approved agent tasks. Requires the installed Manwe Mac app.

Tasks & To-do~100%Agent Memory~100%
no endpoint declared
mcp-graph-engineMCP server
by utilitydelta
Unknown

A graph database and analysis tool for AI assistants via MCP

Knowledge Graphs
pypi:mcp-graph-engine · local packagepublished 9 mo ago
mcp-genelabMCP server
Unknown

MCP server for querying the NASA GeneLab Knowledge Graph with specialist tools for differential gene expression, DNA methylation, and organism abundance analyses (per-assay and cross-assay), plus DE/DM overlap detection, volcano and Venn plotting, session-scoped resource-based plot delivery, and AL…

Knowledge Graphs~84%
pypi:mcp-genelab · local packagepublished 23 d ago
Facebook PublisherMCP serverMCP
by anthonyjbolo
Unknown

Safe Facebook Pages publishing with brand-voice, image-required & anti-duplication checks.

Social Media~75%Knowledge Graphs~62%
pypi:mcp-fb-publisher · local packagepublished 6 mo ago
mcp-external-memoryMCP serverMCP
by daedalus
Unknown

An MCP server that gives LLMs persistent, searchable semantic memory

Agent Memory~100%
pypi:mcp-external-memory · local packagepublished 7 mo ago
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Machine query
GET /api/v1/search?capability=knowledge&status=live
Aliases

knowledge, memory