We count page visits with Google Analytics to see which pages are read. Nothing is stored until you accept, and we never store search queries. Privacy.

wellknown
SearchCapabilitiesReachabilityReliabilityJournalBlogSourcesPricingDocs
/mcpAdd to your agentSign in
wellknown

A live, machine-queryable index of AI agents, MCP servers and tools. Every record separates what publishers declare from what we observed.

Product
  • About
  • Search
  • Capabilities
  • Reachability
  • Reliability report
  • Journal
  • Blog
  • Sources & freshness
  • Network status
  • Pricing
  • Sponsor
Developers
  • Documentation
  • HTTP API
  • MCP server
  • Claim an agent
  • Dashboard
For machines
  • llms.txt
  • openapi.json
  • agent-card.json
  • sitemap.xml
  • About our crawler
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 records2900 liveRefine in search →
Agent MemoryKnowledge GraphsReasoning & Planning
ags-mcp-serverMCP server
Unknown

Model Context Protocol (MCP) server for Anzo Graph Database with dual API support (5.4 + 6.0+), 50+ tools, discovery capabilities, and comprehensive skill-based workflows

Databases~100%Knowledge Graphs
pypi:ags-mcp-server · local packagepublished 7 mo ago
agm-memory-mcpMCP server
Unknown

AGM — Agent Memory Management. Provenance-tagged memory infrastructure for multi-agent AI systems. MCP server with trust scoring, behavioral fingerprinting, and memory poisoning defense.

Agent MemoryAgent OrchestrationEvaluation & Benchmarks~100%
pypi:agm-memory-mcp · local packagepublished 19 d ago
agimus-mcpMCP server
Unknown

MCP server for the Agimus data platform — connects AI coding tools to your ontology

Knowledge Graphs
pypi:agimus-mcp · local packagepublished 19 d ago
agentrecall-mcpMCP server
Unknown

MCP server for AgentRecall — persistent memory for AI agents

Agent MemoryVector Search~75%Databases~68%Knowledge Graphs~62%
pypi:agentrecall-mcp · local packagepublished 6 mo ago
agent-raw-rag-mcpMCP server
by agent-raw-rag-mcp contributors
Unknown

Cross-agent Raw-RAG incremental memory indexer and MLX two-stage retrieval MCP server for Claude Code, Codex, OpenCode, Oh My Pi, and Antigravity

Vector Search~100%Agent Memory~100%
pypi:agent-raw-rag-mcp · local packagepublished 13 d ago
agentos-mcpMCP server
by AgentOS Contributors
Unknown

Persistent Cognitive Layer for AI Agents — MCP Server

Agent Memory~64%
pypi:agentos-mcp · local packagepublished 6 mo ago
agent-memory-mcp-serverMCP server
by AiAgentKarl
Unknown

Persistent memory for AI agents — store, retrieve and search knowledge across sessions

Agent MemoryVector Search
pypi:agent-memory-mcp-server · local packagepublished 8 mo ago
agent-memory-mcpMCP server
Unknown

MCP server for Agent Memory — Telegram memory layer for AI agents

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

Agentic Memory Management via MCP — Knowledge Graph for AI agents

Agent MemoryKnowledge Graphs
pypi:agentic-memory-mcp · local packagepublished 6 mo ago
agent-filetree-memory-mcpMCP server
by Emilio Esposito
Unknown

Encrypted, capability-scoped, versioned Markdown file-tree memory for MCP agents

Agent MemoryDatabases
pypi:agent-filetree-memory-mcp · local packagepublished 2 mo ago
agentdb-mcpMCP server
Unknown

MCP server for AgentDB — give any AI agent persistent memory and observability

Monitoring & ObservabilityAgent Memory
pypi:agentdb-mcp · local packagepublished 6 mo ago
aerospace-mcpMCP server
Unknown

MCP server for aerospace and flight planning operations

Reasoning & Planning~100%
pypi:aerospace-mcp · local packagepublished 14 d ago
aegisdb-mcpMCP server
Unknown

Integrate AegisDB as persistent memory for Claude Code (MCP server + hooks)

Agent Memory~85%
pypi:aegisdb-mcp · local packagepublished 2 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 5 mo ago
adaptive-agent-mcpMCP server
by justforever17
Unknown

Self-Evolving RAG for AI Agents — A cross-app persistent memory system where agents autonomously write, retrieve, and evolve their knowledge

Agent Memory
pypi:adaptive-agent-mcp · local packagepublished 9 mo ago
adam-frameworkMCP serverMCP
by strangeadvancedmarketing
Unknown

Persistent memory tools for Claude Desktop. Search your vault or Obsidian notes mid-conversation.

Notes & DocsAgent Memory
pypi:adam-mcp · local packagepublished 8 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 4 mo ago
PyMemoryEditorMCP serverMCP
by JeanExtreme002
Unknown

Read, write and scan process memory, Cheat Engine style, on Windows, Linux and macOS.

Agent Memory~100%DebuggingSecurity Scanning~66%
pypi:pymemoryeditor · local packagepublished 5 d ago
FraiseMCP serverMCP
by FraiseHQ
Unknown

Memory database for AI agents: remember and recall over a running Fraise daemon, in FQL.

Agent Memory~78%
oci:ghcr.io/fraisehq/fraise:0.3.4 · local package
textgraphMCP serverMCP
by CloudCorpRecords
Unknown

Text to knowledge graphs: topics, clusters, gaps, and research ideas via InfraNodus.

Knowledge Graphs~84%
npm:@reneturcios/textgraph · local package
← Previouspage 240 of 271Next →
Machine query
GET /api/v1/search?capability=knowledge&status=live
Aliases

knowledge, memory