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 records2897 liveRefine in search →
Agent MemoryKnowledge GraphsReasoning & Planning
bloom-mcpMCP server
by Jonah Tebaa
Unknown

Persistent cross-session memory for Claude Code and any MCP-compatible client.

Agent MemoryDatabases
pypi:bloom-mcp · local packagepublished 7 mo ago
biolink-mcpMCP server
by Chris Bizon
Unknown

MCP server for Biolink Model Toolkit

Knowledge GraphsTranslation
pypi:biolink-mcp · local packagepublished 13 mo ago
better-qdrant-mcpMCP server
by jtsang4
Unknown

A Python MCP server for Qdrant memory storage and semantic search, compatible with Cursor-like MCP clients.

Vector SearchAgent MemoryDatabases~68%
pypi:better-qdrant-mcp · local packagepublished 12 mo ago
better-mem0-mcpMCP server
Unknown

[DEPRECATED - use EchoVault] MCP Server for AI memory with PostgreSQL

Agent Memory
pypi:better-mem0-mcp · local packagepublished 9 mo ago
baton-mcpMCP server
Unknown

Cross-agent memory handoff via MCP — agents pass the baton instead of re-exploring the repo

Agent Memory~100%
pypi:baton-mcp · local packagepublished 4 mo ago
axiom-perception-mcpMCP server
Unknown

Empirical memory for AI agents — patterns learned from real executions, not hand-written rules. Workflow checkpointing, failure knowledge base, multi-agent coordination. Zero API keys required.

Agent MemoryBrowser AutomationAgent Orchestration~91%
pypi:axiom-perception-mcp · local packagepublished 7 mo ago
world-reference-mcpMCP serverMCP
Unknown

World-reference data (taxonomy, OBO terms, nutrition, observations, Wikidata alignment) MCP server and scion-sdk source adapters

Documentation Lookup~100%Knowledge Graphs~79%
pypi:world-reference-mcp · local packagepublished 8 d ago
swarmv-mcpMCP serverMCP
Unknown

MCP server for SwarmV: persistent vector memory for AI agents, limited to what the user may access.

Vector SearchAgent Memory
pypi:swarmv-mcp · local packagepublished 28 d ago
semantic-memory-mcpMCP serverMCP
by Michael Logies
Unknown

Single-file, self-hosted semantic memory MCP server for AI coding agents

Agent Memory~100%Vector Search~83%Databases~80%
pypi:semantic-memory-mcp · local packagepublished 8 d ago
qso-graph-contest-mcpMCP serverMCP
by qso-graph
Unknown

Contest calendar and rules MCP server: what is running, what is coming, and the rules

Knowledge Graphs~100%
pypi:qso-graph-contest-mcp · local packagepublished 13 d ago
plain-text-memory-mcpMCP serverMCP
by Plain Text Office LLC
Unknown

MCP server that gathers a repo's Markdown memory files into one searchable, stamped knowledge graph

Agent MemoryKnowledge Graphs
pypi:plain-text-memory-mcp · local packagepublished 10 d ago
pasm-mcp-serverMCP serverMCP
by arronzheng
Unknown

PASM 认知内核的 MCP 服务器 —— 把 PASM 的记忆/情绪/动作/反馈能力暴露成标准 MCP 工具,挂进任意支持 MCP 的客户端(Claude Desktop / Cursor / VS Code / 自研 Agent)

Agent Memory
pypi:pasm-mcp-server · local packagepublished 1 mo ago
papergraph-mcpMCP serverMCP
Unknown

Turn mathematical LaTeX papers into theorem dependency graphs for AI agents.

Packages & Dependencies~100%Academic ResearchKnowledge Graphs~100%Documentation Lookup~79%Version Control~75%
pypi:papergraph-mcp · local packagepublished 21 d ago
mnimi-mcpMCP serverMCP
Unknown

A stdio MCP server over mnimi: remember, recall, context, export, consolidate; one SQLite file, no server process beyond this one.

DatabasesPackages & Dependencies~100%Agent Memory~100%Version Control~83%
pypi:mnimi-mcp · local packagepublished 22 d ago
mnem-mcpMCP serverMCP
Unknown

MCP server for Mnemosyne: an AI agent's memory as tools and resources.

Agent Memory
pypi:mnem-mcp · local packagepublished 2 mo ago
mltree-mcpMCP serverMCP
by Yassir Boulaamane
Unknown

An MCP server that maps your ML / GNN workflow as a node graph and records every experiment as a branching tree, while Codex or Claude Code works.

CI/CD & DeployCRM & Sales~100%Knowledge Graphs~100%
pypi:mltree-mcp · local packagepublished 16 d ago
meteor-mcpMCP serverMCP
by qso-graph
Unknown

Meteor scatter planning between two stations: showers, radiant geometry, live counts

Knowledge Graphs~62%
pypi:meteor-mcp · local packagepublished 10 d ago
memkernel-mcpMCP serverMCP
by Varad Ganjoo
Unknown

Event-sourced, branchable memory kernel and MCP server for multi-agent coding systems

DatabasesAgent MemoryDocumentation Lookup~79%
pypi:memkernel-mcp · local packagepublished 6 d ago
mcp-win-stdio-archMCP serverMCP
by Mohan Kumar Indala
Unknown

Universal Architecture Knowledge Graph & Blueprint Model Context Protocol (MCP) server for full-stack codebases (Next.js, NestJS, Drizzle, PostgreSQL/MySQL).

DatabasesKnowledge Graphs
pypi:mcp-win-stdio-arch · local packagepublished 5 d ago
astra-mcpMCP server
Unknown

MCP server giving Claude Code, Cursor, Codex and Windsurf permanent AST-powered code memory. 98.9% token reduction. 100% local.

Agent Memory~100%Knowledge GraphsCode Generation~75%Vector Search~75%
pypi:astra-mcp · local packagepublished 5 mo ago
← Previouspage 237 of 271Next →
Machine query
GET /api/v1/search?capability=knowledge&status=live
Aliases

knowledge, memory