Remote Servers

H

Honcho

plastic-labs

Memory that reasons: continual learning for stateful agents. Better context, fewer tokens

S

Sui Knowledge Base (kapa.ai)

jessiemongeon1

Semantic search across Sui documentation and knowledge sources, powered by kapa.ai

A

Agent-Native Brain

BuilderIO

Cited company knowledge from Slack, meetings, transcripts, and decisions

A

Airweave Search

airweave-ai

MCP server for searching Airweave collections with natural language queries.

N

Nautilus Compass Memory

chunxiaoxx

Local-first long-term memory for AI agents, with byte-recomputable signed verification receipts

K

Kody

kody-hq

Your agents' cloud for individuals and teams. Search, execute, packages, jobs, and credentials.

M

Memclaw

caura-ai

MemClaw — persistent memory for AI agent fleets (open source)

F

fojin — Buddhist Canon Tools

fojin.app

Buddhist canon tools: search, passages, cross-canon parallels, dictionaries — all URN-cited.

S

Synaplan

metadist

Self-hosted AI workspace: semantic RAG document search, long-term memory, and AI chat via MCP.

L

Lobu

lobu-ai

Shared, permission-aware company context for AI agents, with provenance, approvals and audit

M

Mengram

alibaizhanov

Long-term memory for AI agents: semantic facts, episodic events, and procedural workflows

F

Firstdata

MLT-OSS

FirstData MCP

G

Glean Remote MCP Server

glean.com

Remote MCP server that securely connects Glean Enterprise Knowledge with your IDE, LLM, or agents

T

technocore-chat

flop-labs

Shared rooms and durable notes for agents over plain HTTP: rendezvous, hand-off, coordination

C

Contextlattice

sheawinkler

ContextLattice is the local-first control plane for long-horizon agent memory, coordination, and behavioral provenance.

A

Apple RAG MCP

BingoWon

Transform your AI agents into Apple development experts! Apple RAG MCP gives you instant access to official Swift docs, design guidelines, and comprehensive Apple platform knowledge through cutting-edge RAG technology. With professional AI reranking and hybrid search across iOS

D

DeepMem

deepmemteam

Mem0-compatible persistent memory for AI agents: write facts once, recall them semantically

D

DocsMint

HiAi-gg

Cloud or self-hosted knowledge for AI agents: hybrid search, reranking, GraphRAG, scoped MCP tools

I

Infranodus Knowledge Graphs & Text Analysis

infranodus

Map text into knowledge graphs to create a structured representation of conceptual relations and t…

K

Knowl

dat999zx

Persistent memory for AI agents, for code, research and everyday life. Stale facts retire

R

rtfmbro-mcp

marckrenn

rtfmbro provides always-up-to-date, version-specific package documentation as context for coding agents. An alternative to context7.

M

membase

membase.ai

Long-term memory for you and your AIs: search memories, read the profile, add facts and documents

T

Tela

zcag

Self-hostable, markdown-native team wiki with a built-in MCP server: agents search, read, and write your wiki pages (ranked Postgres full-text + semantic search, backlink traversal). Plus Atlas, which auto-generates a cited, coverage-checked wiki from your git repos and Jira. Open

T

The Brains

VicPitic

Search cited playbooks from top founders and investors on growth, distribution and pricing

C

CogniCore

cognicore-dev

Memory, reflection and safety for AI agents. Hosted or local, no vector database

F

Folio

evergreen-it-dev

Self-hosted, Git-backed team wiki: search, read and edit pages, data tables and whiteboards.

S

Synap Memory

maximem.ai

Persistent memory for AI agents: log and recall conversation context over MCP

C

ClariLayer

clarilayer

Individual-analyst context layer: recall, remember, and reconcile your data and engineering context

E

emem, the verifiable memory protocol for the physical world

Vortx-AI

Shared, verifiable memory for machines and AI. Encode where data lives; decode with any AI

M

MCP AutoMem

verygoodplugins

Graph-vector memory for AI assistants using FalkorDB and Qdrant

H

HMR Docs

promplate

Real hot-module reload for Python—side effects handled reactively

N

NeuroStack

raphasouthall

Token-efficient MCP memory for Markdown vaults. Tiered search, GraphRAG, AI memories

C

ContextStream MCP Server

contextstream

The context platform for AI agents: code search, team decisions, and grounded project context.

C

ContextStream

contextstream.io

Persistent memory and cross-session learning for AI coding assistants (hosted remote MCP)

C

ContextStream

ContextStream

Persistent memory and cross-session learning for AI coding assistants. Cloud-based context management via MCP.

I

INITE Brain

inite-ai

Long-term memory for AI agents: a bitemporal knowledge graph with cited answers

G

Graphiti Mcp Pro

itcook

Based on Graphiti, with enhanced core capabilities, broader AI model compatibility, and a comprehensive management UI.

T

trip2g

trip2g

Serve a folder of Markdown notes as an MCP server: hybrid search, reading and sourced answers

S

SelfMemory

SelfMemory

It is a open-source universal memory engine where users can store and retrieve their AI conversations and context across different models. Users can add memories through MCP, SDK, or a website selfmemory.com Over time, this will evolve into a one-stop memory hub with note-taking

S

Synaptic Code Intelligence

ColinVaughn

Code intelligence for repository graphs, change impact, test selection, and engineering memory

C

Cairn.ink Memory

cairn.ink

Cross-session memory for AI agents with a Source Receipt for every memory, over MCP.

M

Memwyre

memwyreai

Universal persistent memory and knowledge retrieval layer for AI agents and LLMs

M

Memlord

MyrikLD

Memlord is a remote MCP server available at https://app.memlord.com.

M

Mnemoverse Memory

mnemoverse

Hosted agent memory that learns from outcomes, with shared rooms. No key: mcp.mnemoverse.com/mcp

B

Byteask Embedded Docs

ByteAsk

Page-cited retrieval for embedded docs, datasheets, MISRA, CMSIS, and RTOS references

D

Distillery

norrietaylor

Persistent shared context for AI coding sessions — capture, search, synthesize with 18 MCP tools and ambient intelligence.

C

claude-faf-mcp

Wolfe-Jam

Persistent project context for Claude. IANA-registered .faf format

N

neverinfamous-memory-journal-mcp

smithery.ai

A MCP server built for developers enabling Git based project management with project and personal…

E

Engram

getengram.app

Persistent, verbatim, searchable memory for AI assistants — one memory across every MCP client

C

criterion

BalajSaleem

Semantic search across 6,236 Quran verses and 12,416 authentic Hadiths for Islamic guidance

P

Persistent Project Context for xAI Grok

Wolfe-Jam

Persistent project context for xAI Grok. IANA-registered .faf format

K

Komplyt Zero

Komplyzen

Persistent working memory for AI agents: a knowledge graph with semantic search and decay

P

PipesHub

pipeshub-ai

Permissioned search and cited answers over Slack, Drive, Gmail, Jira, and 50+ workplace sources

U

Unblocked

getunblocked.com

Unblocked is the context layer for agentic software development

W

Wikijs Mcp Server

heAdz0r

Model Context Protocol (MCP) server for Wiki.js integration via GraphQL API

E

Engram: AI memory you can edit in Obsidian

engram-app

Shared memory for Claude, ChatGPT and any MCP client. Read and edit it in Obsidian or the web app

K

Kagura Memory Cloud

kagura-ai

Persistent memory for AI assistants: store, search, and connect knowledge across conversations

S

Synapse Layer — Trust Infrastructure for AI Agents

SynapseLayer

MCP-native Trust Infrastructure for AI Agents. Persistent encrypted memory with Trust Quotient

C

ChromaDB Remote MCP Server

meloncafe

Remote ChromaDB vector database MCP server with streamable HTTP transport

X

XMemo

yonro

Shared, governed long-term memory for AI agents across tools and sessions via MCP and REST