wellknown
SearchCapabilitiesReliabilityJournalSourcesDocs
/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
  • Search
  • Capabilities
  • Reliability report
  • Journal
  • Sources & freshness
  • Network status
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.v0.1 · early network
Capabilities/knowledge

Knowledge & Memory

Storage, memory and knowledge management for agents.

1.5k records270 liveRefine in search →
Agent MemoryKnowledge GraphsReasoning & Planning
Mnema — AI Memory LayerMCP serverMCP
by hoanglt1223
Unknown

Personal knowledge graph as an AI memory layer over MCP - read, save, and link your memories.

Agent Memory~100%Knowledge Graphs~84%
https://secondbrain.hoangha.shop/api/mcp
GoodMemoryMCP serverMCP
by hjqcan
Unknown

Durable user/project memory for MCP clients: recall context and remember selected facts.

Agent Memory~78%
npm:goodmemory · local package
GopherHole Agent HubMCP serverMCP
by helixdata
Unknown

Standards-based A2A hub. One MCP connection to thousands of agents, with shared persistent memory.

Agent Memory~85%
npm:@gopherhole/mcp · local package
EpitomeMCP serverMCP
by gunning4it
Unknown

Personal AI memory — gives every AI agent shared, persistent memory of you

Agent Memory~85%
https://epitome.fyi/mcp
MCP CPG Knowledge GraphMCP serverMCP
by greencore-solutions
Unknown

BPC Agentic Commerce Infra

Knowledge Graphs~100%
https://mcp.cpgknowledgegraph.ai/mcp
FactMemMCP serverMCP
by gordonkjlee
Unknown

A local memory engine. You own the SQLite file. Not Mem0's hosted OpenMemory MCP.

Agent Memory~76%
npm:@factmem/mcp · local package
EchoVault MemoryMCP serverMCP
by go-ports
Unknown

Local-first memory for coding agents; stores decisions, bugs, and context across sessions.

Agent Memory~100%
oci:ghcr.io/go-ports/echovault:0.3.3 · local package
Giskard MemoryMCP serverMCP
by giskard09
Unknown

Pay-per-use semantic memory for AI agents. SHA256 commitment, Ed25519 sig, Lightning.

Agent Memory~100%
https://memory.rgiskard.xyz/sse
Kongen Labs — Pattern IntelligenceMCP serverMCP
by fisnik
Unknown

LLM reasoning regime detection, cross-domain pattern transfer, and model routing.

Reasoning & Planning
pypi:kongenlabs-mcp · local packagepublished 3 mo ago
Homestead MemoryMCP serverMCP
by fuckbigtech-ai
Unknown

Tamper-evident record of what your AI agent did, plus local-first verifiable memory.

Agent MemoryVector Search
pypi:homestead-memory · local packagepublished 7 d ago
goaltreeMCP serverMCP
by furkanYanteri1
Unknown

A multi-parent goal graph where value propagates, so what more things depend on ranks higher

Project ManagementReasoning & Planning
pypi:goaltree · local packagepublished 26 d ago
Cortex Memory EngineMCP serverMCP
by gambletan
Unknown

Local-first AI memory engine — 4-tier memory, people graph, Bayesian beliefs. Encrypted, 62µs.

Agent Memory~100%
oci:ghcr.io/gambletan/cortex:v1.8.0 · local package
knowledge-mcpMCP serverMCP
by fulminate-io
Unknown

Persistent memory graph for coding agents: hypotheses, evidence, and decisions survive sessions.

Agent Memory~85%
no endpoint declared
flyto-indexerMCP serverMCP
by ChesterHsu
Unknown

Code intelligence MCP server: impact analysis, dependency graphs, dead code detection.

Knowledge Graphs~100%Code Generation~75%
pypi:flyto-indexer · local packagepublished 1 mo ago
Agentverse MemoryMCP serverMCP
by fetchai
Unknown

Graph-native persistent memory for AI agents — 33 MCP tools, zero-LLM writes.

Agent Memory~100%
https://am-server-jbneh74b5q-uc.a.run.app/mcp
Agent Recall TrailMCP serverMCP
by fantasyce
Unknown

Private Agent memory and human-reviewed shared knowledge.

Agent Memory~100%
no endpoint declared
Nuzo MemoryMCP serverMCP
by fabionfsc
Unknown

Local-first, auditable memory for MCP-compatible AI agents with explicit writes and SQLite storage.

Agent Memory~100%
npm:@nuzo/memory-mcp · local package
vanguard-memory-nodeMCP serverMCP
by ezumba
Unknown

Local deterministic BM25 memory for AI agents. Offline-first, no API key, SHA-256 shards, stdio.

Agent Memory~100%
npm:@lnes/vanguard-memory-node · local package
nucleusMCP serverMCP
by eidetic-works
Unknown

Sovereign Agent OS — Persistent Memory, Governance & Compliance for AI Agents.

Agent Memory~85%
https://relay.nucleusos.dev/mcppublished 1 mo ago
MitosMCP serverMCP
by dovahkiin-v
Unknown

Architectural decision memory for LLM-native workflows — markdown for humans, a graph for agents.

Knowledge GraphsVector Search
pypi:mitos-adr · local packagepublished 13 d ago
← Previouspage 64 of 76Next →
Machine query
GET /api/v1/search?capability=knowledge&status=live
Aliases

knowledge, memory