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 records272 liveRefine in search →
Agent MemoryKnowledge GraphsReasoning & Planning
aicooliesMCP serverMCP
by rasitakyol
Unknown

Search and read the aicoolies developer-tools knowledge graph.

Knowledge Graphs~84%
https://aicoolies.com/mcp
rarasMCP serverMCP
by rarasAI
Unknown

Disease Twin — Brazil's rare-disease knowledge graph (10,468) over MCP. Source-grounded, PT-BR.

Knowledge Graphs~84%
https://raras.org/api/mcp
memorykitMCP serverMCP
by rapozoantonio
Unknown

Cognitive memory for AI coding assistants — persistent memory across sessions

Agent Memory~85%
npm:memorykit-mcp-server · local package
GraqleMCP serverMCP
by com.graqle
Unknown

Dev intelligence layer: 7 MCP tools for graph-powered codebase reasoning.

Knowledge GraphsReasoning & PlanningRefactoringAgent OrchestrationSecurity Review~75%
pypi:graqle · local packagepublished 1 mo ago
codemeshMCP serverMCP
by pyalwin
Unknown

Intelligent code knowledge graph for AI coding agents — 71% cheaper, 72% faster

Knowledge Graphs~84%
npm:@pyalwin/codemesh · local package
ProWebStoreMCP serverMCP
by prowebstore-online
Unknown

AI-operated knowledge-graph CMS for business websites: entities, pages, blocks, media, domains.

Knowledge Graphs~100%
https://mcp.prowebstore.online/mcp
kairnMCP serverMCP
by primeline-ai
Unknown

Local-first knowledge engine for AI agents: memory, graph, and recall over MCP.

Agent Memory~78%
no endpoint declared
vin-recall-mcpMCP serverMCP
by pratikmehkarkar
Unknown

Decodes US VINs and looks up open NHTSA safety recall campaigns for a vehicle.

Agent Memory~100%
https://vin-recall-mcp.zenithserver.duckdns.org/mcp
Weasley DeepMindMCP serverMCP
by potatohoney-p
Unknown

Secure, fragment-based long-term memory for MCP-compatible AI agents.

Agent Memory~85%
npm:weasley-deepmind · local package
The GraphMCP serverMCP
by pipeworx-io
Unknown

The Graph MCP — indexed blockchain data via subgraph GraphQL queries

Knowledge Graphs~100%
https://gateway.pipeworx.io/the-graph/mcp
Monarch InitiativeMCP serverMCP
by pipeworx-io
Unknown

Monarch biomedical knowledge graph — diseases, phenotypes, genes, variants

Knowledge Graphs~84%
https://gateway.pipeworx.io/monarch-initiative/mcp
PalinodeMCP serverMCP
by phasespace-labs
Unknown

Git-versioned markdown memory for AI agents: save, search, compact, lint, and audit.

Agent MemoryVector Search
pypi:palinode · local packagepublished 2 d ago
anneal-memoryMCP serverMCP
by phillipclapham
Unknown

Two-layer memory for AI agents with an immune system. Zero dependencies.

Agent MemoryIdentity & Access
pypi:anneal-memory · local packagepublished 4 d ago
DiffbotMCP serverMCP
by pipeworx-io
Unknown

Diffbot MCP — Knowledge Graph company enrichment + web content extraction (diffbot.com)

Knowledge Graphs~84%
https://gateway.pipeworx.io/diffbot/mcp
kernal-mcpMCP serverMCP
by pintomatic
Unknown

Graph-native memory for AI agents: a knowledge graph built from conversation, via MCP.

Knowledge Graphs~84%
npm:kernal-mcp · local package
PathCourse HealthAgentA2A
by PathCourse Health LLC
Unknown

PathCourse Health is an autonomous machine-to-machine protocol that sells AI inference and data to software agents. Paid per call in USDC on the Base network via x402. Machine only: no accounts, no API keys, no KYC, no human in the loop.

Reasoning & PlanningTeam Chat
https://pathcoursehealth.com
PMB AIMCP serverMCP
by oleksiijko
Unknown

Local-first persistent memory for AI coding agents.

Vector SearchAgent MemoryDatabases
pypi:pmb-ai · local packagepublished 22 d ago
coreMCP serverMCP
by omega-memory
Unknown

Persistent memory for AI coding agents. #1 on LongMemEval. Local-first.

Agent Memory~85%
pypi:omega-memory · local packagepublished 12 d ago
Novyx MCPMCP serverMCP
by novyxlabs
Unknown

Persistent memory for AI agents with rollback, audit trails, and semantic search.

Agent MemoryAgent Orchestration
pypi:novyx-mcp · local packagepublished 2 mo ago
ms-graph-mcpMCP serverMCP
by nitin27may
Unknown

Microsoft Graph MCP server — 85 tools for mail, calendar, Teams, files, SharePoint, and Entra ID

Knowledge Graphs~100%Cloud Platforms
pypi:ms-graph-mcp · local packagepublished 18 d ago
← Previouspage 58 of 76Next →
Machine query
GET /api/v1/search?capability=knowledge&status=live
Aliases

knowledge, memory