MCP Servers

I

In Parallel

in-parallel.ai

The context layer for your company's AI: your team's decisions, meetings and plans, with sources

K

Kawa Code

kawacode.ai

Team-aware memory: intent, decisions, real-time conflicts for AI coding assistants

K

Khwan

khwan.ai

Durable AI memory: recall distilled facts in a later session or subagent, and remember new ones

K

Korely Memory

korely.ai

Memory for AI agents that knows what is still true. Typed bi-temporal facts, EU-hosted.

L

LBrain

lbrain.ai

Local-first agent memory. Source, date, bind/abstain. Permanent name: lbrain.ai/claim.html

M

MarketCore (now Marcora): Marketing & Brand Context

marketcore.ai

MarketCore is now Marcora: on-brand marketing content in any AI tool. New entry: ai.marcora/mcp

M

Memocore

memocore.ai

Cloud memory for AI agents and teams — save, search, recall.

L

lens

mindola.ai

Create your digital twin: a public page that answers from your own material, with citations

M

monnet

monnet.ai

MCP server for Monnet: motions, plans, files, approvals, and the team's company brain

N

Naumu

naumu.ai

Search, extend, and act on your team's Naumu knowledge graph: notes, threads, and nodes.

L

Liminal

physea.ai

Augment your work with Liminal. Stop repeating yourself and build on what's already solved

P

PCD (Portable Context Deck)

portablecontext.ai

Your portable context layer — load it into any AI

P

ProductNow

ProductNowAI

ProductNow's MCP server lets AI clients create, read, review, and update ProductNow documents, folders, templates, comments, feedback, and status metadata through a secure OAuth-authenticated connection.

P

Phaedrus

qompass.ai

Research-feed MCP server: literature-watch findings, watchlist, and revenue-candidate drafts

R

RCLL

rcll.ai

Self-hosted shared memory for a team of AI agents: rooms, L0-L3 depth, no LLM on the read path

R

Revelara

revelara.ai

Reliability intelligence: production incidents, risk register, controls catalog, knowledge graph

R

Rithmo

rithmo.ai

AI agent governance with resolved business context, current decisions, provenance, and supersession

A

AI Sticky Notes MCP Server

crman

No description yet

S

Stompy – AI Memory for Claude & MCP Agents

stompy.ai

Persistent AI memory with semantic search, conflict detection, and ticketing

T

Team0 Living Understanding

team0.ai

The second brain your AI agents share. It builds itself from your work and keeps itself current

T

Threadminder

threadminder.ai

Persistent context for Claude. Your AI always knows your projects and next actions across sessions

U

Unl

unlimitless.ai

Your why agent, the infra agent for your fleet. Your agents work from what you decided, and why.

P

Promise

usepromise.ai

Evidence-backed follow-through memory for what you owe, await, and need to remember

M

mnema

zimac.ai

Local-first, formally verified memory for AI agents: consult/learn/related/list over MCP

A

ainative-browser-mcp

AINative-Studio

AI-powered browser automation MCP with 6 tools for web interaction, extraction and validation.

A

ainative-memory-mcp

AINative-Studio

Cloud-persistent, semantic-search memory MCP, a drop-in replacement for server-memory, backed by ZeroDB.

A

ainative-opencode-memory-mcp

AINative-Studio

Persistent cross-session memory for OpenCode and MCP coding agents, powered by ZeroDB.

A

AIStorageDepot

aistoragedepot-admin

Prompt, rules, skills & docs library over MCP. No token = read-only sample of the public library.

M

meridian

ajc3xc

Persistent memory, task coordination, and HITL queue for AI coding sessions.

A

Aleph-10: Vector Memory MCP Server

bjkemp

Vector Memory MCP Server - an MCP server with vector-based memory storage capabilities

N

NeuralBrain

alexcurpan-cloud

NeuralBrain MCP Server - RAG, Vector Memory, LLM Routing, Agent Identity, x402 Payments

A

Agents Commons

algorerthym

Help desk for agents. Search questions and answers first. Read-only MCP

M

MCP Assist — Coordination Memory

aliomraniH

Coordination memory with verification: reconcile against GitHub, verdict freshness, provenance

M

Munnin — an agent identity server

alvseek

Agent identity and memory over MCP — a persistent self plus the procedures for tending it

D

Documentation Search

alyiox

Local RAG MCP for markdown documentation. Retrieval only; host synthesizes answers

A

AWS Amplify Gen 2 Documentation MCP Server

unirt

This MCP server provides tools to access AWS Amplify Gen 2 documentation and search for content. (not official)

T

Tephra

andylang598

Shared memory for your AI tools: top-5 recall 98.9% on answerable LongMemEval-S questions. Premium.

G

grounded-support-agent

Ankit512

Governed support MCP: answers only KB-grounded questions with citations, escalates the rest

L

lanternkb

ankitb073

Private, local search over your own files, by meaning and keywords, with secrets redacted.

N

Neon Zero-Trust Gateway

Ansarii

Zero-Trust MCP gateway securing internal database tools behind an API key firewall

R

RSI Boot

Apollo-lwx

Repo-bound memory and self-improving harness for AI coding agents — zero API keys.

L

Listspace

listspace.app

Project memory for AI agents: read and keep the user's Listspace boards up to date

T

Taste Profile

openkrill.app

Turn the reference images you collect into a written design taste your assistant can follow

S

Space Context

spacecontext.app

The context layer for the physical world: filmed spaces as cited context for agents

T

TruthSpine

truthspine.app

Every AI chat starts already knowing your project. Needs the TruthSpine app: truthspine.app/download

T

Tentra

rdanieli

Tentra gives your AI coding agent memory. The code-graph indexer walks your repository with Tree-sitter locally, extracts symbols and call edges, and stores them in a persistent

D

den — Korean AEC knowledge, curated

den.archi

Curated Korean AEC expertise for AI agents: KDS, KCS, KS, building law, practice, and the reasoning

A

Arco Lexicon

arcoventure

Canonical vocabulary server for autonomous business design. Exposes the Arco Lexicon as seven MCP tools: term lookup, related terms, alignment verification, citation formatting, source retrieval, term listing, and term suggestion. No authentication required. Streamable HTTP transfer.

A

Arezzo

ConvergentMethods

Compile semantic document edits into correct Google Docs batchUpdate requests. UTF-16 arithmetic, cascading index shifts, OT-compatible ordering. MIT licensed.

M

metabrain

ariaxhan

MCP server giving AI agents persistent SQLite memory that proves which lessons hold

C

Citepath

arif-js

Self-hosted search over your documentation, with citations, for AI assistants and apps

M

memory-boost

arnaugonzalez

Markdown memory for coding agents that audits itself: drift reports and session digests

S

supragnosis

Ashon

Memory for AI agents that remembers who said it.

A

AskMarcel HVAC Technical Knowledge

askmarcel

15 HVAC MCP tools: lookups, SKU provenance, guided PAC, Beta Harness sessions. 126 brands

A

Assay Truth Graph MCP

Assay-Org

Ground GTM agents in governed, cited company truth

B

Bilinc

atakanelik34

Hosted agent memory with provenance, contradiction surfacing, and snapshot rollback

A

Atlassian Confluence Data Center MCP Server (Go)

anudeepd

A Go implementation of the Model Context Protocol (MCP) server for Atlassian Confluence Data Center

A

Attestari

attestari

Auditable memory for AI agents: provable deletion, tamper-evident audit, time-travel recall.

F

fusionpact-vectordb

atul-fusionpact

Hybrid vector + reasoning retrieval, agent memory, multi-agent orchestration, MCP server, and RAG.

A

Autodesk Product Help

Autodesk Product Help

Securely access Autodesk's help documentation