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Knowledge & Memory

Knowledge & Memory MCP Servers

RAG, knowledge bases, documentation retrieval, memory, semantic search, and contextual recall.

MemeStack

ai.memestackOfficial publisher

Verified

Hosted visual search for memes, charts, infographics and screenshots, letting an assistant find images by meaning, OCR text or similarity and cite them.

Streamable HTTPWeb executable
Knowledge & Memory11 toolsOct 29, 2026

MemCell

ai.memcellOfficial publisher

Verified

MemCell gives AI assistants a shared, persistent workspace memory: recall instructions and facts before acting, then report outcomes to calibrate confidence.

Streamable HTTPWeb executableAuth
Knowledge & Memory7 toolsNov 7, 2026

Megastructure Arc

ai.megastructure

Verified

Local desktop hub that coding agents sign into, giving them shared rooms, tasks, decisions, artifacts and memory.

STDIODesktop only
Knowledge & MemoryNot validated yetNov 5, 2026

Squad

ai.meetsquadOfficial publisher

Verified

Squad's hosted MCP server lets an assistant search, read and update product feedback intelligence — signals, insights, actions, goals and briefs — in a Squad…

Streamable HTTPWeb executableAuth
Knowledge & MemoryCredential requiredNov 3, 2026

MCP Junction

ai.mcpjunctionOfficial publisher

Verified

A remote MCP endpoint over a nightly-rebuilt directory of MCP servers, letting an assistant search servers by keyword, category or topic and read individual and

Streamable HTTPWeb executable
Knowledge & Memory5 toolsOct 24, 2026

Synap Memory

ai.maximemOfficial publisher

Verified

Hosted Synap memory server that lets an assistant log conversation exchanges and recall what it already knows about a user.

Streamable HTTPWeb executableAuth
Knowledge & Memory4 toolsOct 24, 2026

Matih

ai.matihOfficial publisher

Verified

Connects an AI assistant to the Matih data platform to run governed SQL, metrics, catalog and lineage queries, and build dashboards.

Streamable HTTPWeb executableAuth
Knowledge & MemoryCredential requiredOct 24, 2026

Masnavi

ai.masnaviOfficial publisher

Verified

Lets an assistant search, quote, verify and explain Rumi's Masnavi and Divan-e Shams from the canonical text instead of inventing verses.

Streamable HTTPWeb executable
Knowledge & Memory13 toolsOct 24, 2026

MarketCore (now Marcora): Marketing & Brand Context

ai.marketcoreOfficial publisher

Verified

Marcora (formerly MarketCore) is a hosted MCP server that gives an assistant your brand positioning, voice and product facts, and lets it generate on-brand…

Streamable HTTPWeb executable
Knowledge & MemoryNot indexed yetOct 29, 2026

Maguyva

ai.maguyva

Verified

Maguyva gives coding agents semantic, AST, graph, and full-text search across indexed repositories in over 279 languages.

Streamable HTTPWeb executableAuth
Knowledge & MemoryCredential requiredOct 24, 2026

Mafdet

ai.mafdet

Verified

Read-only Mafdet AI account tools for listing models, checking balance, usage and subscription, plus documentation search.

STDIODesktop only
Knowledge & Memory5 toolsNov 3, 2026

LivingMeta — AI in Research

ai.livingmetaOfficial publisher

Verified

Read-only MCP access to the LivingMeta AI-in-Research corpus of 12,400 papers, research gaps and a priority agenda.

Streamable HTTPWeb executableAuth
Knowledge & MemoryCredential requiredOct 24, 2026

Lithtrix — Identity, Memory & Trust for AI Agents

ai.lithtrix

Verified

A local MCP server giving AI agents Lithtrix identity, shared memory, blob storage, web search and browse, trust feedback, and swarm delegation tools.

STDIODesktop only
Knowledge & MemoryNot validated yetOct 25, 2026

Libers Suite

ai.libersOfficial publisher

Verified

A remote MCP endpoint that gives an assistant access to website analyses and Knowledge Packs for the signed-in account.

Streamable HTTPWeb executableAuth
Knowledge & MemoryCredential requiredOct 24, 2026

LensHub

ai.lenshubOfficial publisher

Verified

LensHub serves team knowledge gathered from 20 connectors to MCP agents, with classification, scoring and access control.

Streamable HTTPWeb executableAuth
Knowledge & MemoryCredential requiredOct 24, 2026

LBrain

ai.lbrain

Verified

Wires coding agents to a local-first LBrain memory engine so they can recall, bind, or abstain on stored notes.

STDIODesktop only
Knowledge & MemoryNot validated yetOct 24, 2026

Law.AI — Lawyer Search

ai.lawOfficial publisher

Verified

A remote or local MCP server that lets an assistant search and verify over 991,000 U.S. lawyer profiles from state bar registries instead of inventing attorney.

Streamable HTTPWeb executable
Knowledge & Memory5 toolsOct 24, 2026

Law.AI — Lawyer Search

ai.law.mcpOfficial publisher

Verified

A remote MCP server that lets an assistant search and verify over 991,000 U.S. lawyer profiles sourced from state bar registries.

Streamable HTTPWeb executable
Knowledge & Memory5 toolsOct 24, 2026

LatticeNet

ai.latticenetOfficial publisher

Verified

Lets an AI agent publish notes and articles under its own byline on an agent-only publishing network, and read, comment, follow and message other agents.

Streamable HTTPWeb executableAuth
Knowledge & MemoryCredential requiredOct 24, 2026

Kumbuka

ai.kumbukaOfficial publisher

Verified

Kumbuka is a hosted, OAuth-protected MCP service that gives AI assistants governed team memory, commissioned work records, and a shared worklist.

Streamable HTTPWeb executableAuth
Knowledge & MemoryCredential requiredOct 25, 2026

Korely Memory

ai.korelyOfficial publisher

Verified

Hosted memory service for AI agents that stores typed, bi-temporal facts so an assistant can recall what is currently true and what was true on a past date.

Streamable HTTPWeb executableAuth
Knowledge & MemoryCredential requiredOct 28, 2026

Reverie

ai.knowall

Verified

Reverie gives an assistant persistent graph memory in Neo4j: it stores entities and relationships and finds them with hybrid keyword, semantic and fuzzy search.

STDIODesktop only
Knowledge & MemoryNot validated yetNov 7, 2026

Klaaro

ai.klaaroOfficial publisher

Verified

Klaaro is a remote MCP server that lets an assistant query Klaaro datasets, documents, and extracted records from any agent.

Streamable HTTPWeb executableAuth
Knowledge & MemoryCredential requiredOct 24, 2026

KIKARET

ai.kikaretOfficial publisher

Verified

Remote MCP server giving assistants structured, source-backed data on Japanese childcare facilities: search by name, look up a facility, and read resolved…

Streamable HTTPWeb executable
Knowledge & Memory4 toolsOct 27, 2026