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
MADB — Agent Memory DatabaseMCP serverMCP
by spshkar84
Unknown

Durable causal memory for AI agents — semantic recall, causal lineage, and skills. Local-first.

DatabasesAgent Memory
pypi:madb-mcp-server · local packagepublished 14 d ago
M3 MemoryMCP serverMCP
by skynetcmd
Unknown

Local-first memory — 100+ tools, 99.2% LongMemEval-S retrieval@10, hybrid search, GDPR, no cloud.

Vector SearchAgent Memory~100%Knowledge GraphsAgent OrchestrationDatabases
pypi:m3-memory · local packagepublished 7 d ago
lightning-memoryMCP serverMCP
by singularityjason
Unknown

Decentralized agent memory for the Lightning economy. Nostr identity, L402 payments.

Agent Memory~100%Payments~81%
pypi:lightning-memory · local packagepublished 6 mo ago
entraadm MCPMCP serverMCP
by shigechika
Unknown

MCP server for Microsoft Entra ID sign-in and audit-log triage (read-only)

Knowledge Graphs~62%Cloud Platforms~62%
pypi:entraadm-mcp · local packagepublished 14 d ago
CogniRelayMCP serverMCP
by stef-k
Unknown

Self-hosted agent continuity server with bounded, recoverable memory and restart orientation.

Agent Memory~100%Agent Orchestration~73%
pypi:cognirelay · local packagepublished 4 mo ago
AlphaFold Sovereign MCPMCP serverMCP
by smaniches
Unknown

MCP server for AlphaFold and 8 other biomedical data sources with a local SQLite knowledge graph

Knowledge Graphs
pypi:alphafold-sovereign-mcp · local packagepublished 3 d ago
Hive ConsultMCP serverMCP
by srotzin
Unknown

Agent-to-agent reasoning-as-a-service: chain-of-thought, analysis, and decision support.

Reasoning & Planning~88%
https://hiveconsult.onrender.com/mcp
lainMCP serverMCP
by spuentesp
Unknown

High-performance knowledge graph MCP server for AI coding agents with semantic search.

Knowledge Graphs~84%
npm:@spuentesp/lain-mcp · local package
brainsMCP serverMCP
by spacecowboyian
Unknown

Personal wiki and memory for AI assistants: store, search, and recall structured notes.

Agent Memory~78%Notes & Docs~75%
npm:brains-mcp · local package
memoryMCP serverMCP
by sharedmemoryai
Unknown

Persistent memory for AI agents. Remember, recall, and explore a shared knowledge graph.

Agent Memory~100%Knowledge Graphs~84%
npm:@sharedmemory/mcp-server · local package
Obsidian MCPMCP serverMCP
by seynurmammad0v
Unknown

Turns Obsidian vaults into AI-queryable knowledge graphs with 12 tools

Notes & Docs~100%Knowledge Graphs~84%
npm:@smammadov/obsidian-mcp · local package
GadgetHumans API Hub AgentAgentA2A
by GadgetHumans
Unknown

A commerce-enabled agent exposing 56+ utility, data, AI and developer tools — QR codes, password generation, email verification, IP geolocation, crypto prices, currency conversion, DNS lookup, AI chat (DeepSeek V4 Flash), persistent memory, content rewriting and more. Pay per request via x402 (USDC…

Writing & EditingAgent MemoryMarkets & TradingEmailTeam Chat
https://api.gadgethumans.com
ZettelForgeMCP serverMCP
by rolandpg
Unknown

Agentic memory for cyber threat intelligence. STIX graphs, actor aliasing, offline RAG, Sigma/YARA.

Agent Memory~100%Knowledge GraphsVector Search
pypi:zettelforge · local packagepublished 2 mo ago
YourMemoryMCP serverMCP
by sachitrafa
Unknown

Persistent memory for AI agents. Memories decay with time and strengthen on recall.

DatabasesAgent Memory
pypi:yourmemory · local packagepublished 1 mo ago
robo-cortexMCP serverMCP
by robotel-limited
Unknown

Git-aware memory store for AI coding agents; memories are anchored to git blob hashes.

Agent MemoryVersion ControlDatabases
pypi:robo-cortex · local packagepublished 7 d ago
PerennaMCP serverMCP
by scarletkc
Unknown

A lightweight, Git-backed permanent memory for AI agents.

Agent MemoryVersion ControlVector Search~75%
pypi:perenna · local packagepublished 10 d ago
Memory OS AIMCP serverMCP
by romainsantoli-web
Unknown

Adaptive memory for AI agents — FAISS search, chat extraction, cross-project linking

Agent MemoryVector Search~75%
pypi:memory-os-ai · local packagepublished 6 mo ago
MCP OpenClaw ExtensionsMCP serverMCP
by romainsantoli-web
Unknown

138-tool MCP server for AI agent firms: security, A2A, Hebbian memory, fleet mgmt

Agent Memory~100%
pypi:mcp-openclaw-extensions · local packagepublished 6 mo ago
darwin-memoMCP serverMCP
by rogermsc
Unknown

Self-curating agent memory kept honest by survival-based selection over measured outcomes.

Agent MemoryCode Generation~75%
pypi:darwin-memo · local packagepublished 3 d ago
cap-shieldMCP serverMCP
by robinlidberg-dot
Unknown

Context selection and compression for AI agents - recall measured, not claimed.

Agent MemoryVector Search
pypi:cap-shield · local packagepublished 11 d ago
← Previouspage 55 of 76Next →
Machine query
GET /api/v1/search?capability=knowledge&status=live
Aliases

knowledge, memory