MCP Servers

V

Verified Repo Memory

cognitivemyriad

Stale-proof repository memory with citations + just-in-time verification + TTL (repo-scoped)

C

Colpali MCP Server - Python

camillebrl

MCP server for Colpali (text-rich images) retrieval

6

6DuckLearn MCP

6ducklearn.com

Connect agents to 6DuckLearn memory, approvals, and runtime control.

N

netcafe-memory

ainetcafe.com

Cross-session, cross-device memory for your agent: remember and recall notes. No key to start.

A

Amber

ambermem.com

Long-term memory for AI assistants: permanent, portable across clients, searchable and exportable

E

ESG Hub MCP Server

ascent-partners.com

ESG knowledge base for AI agents: hybrid search, glossary, frameworks, industries, graph traversal

A

agent-wiki

getagentwiki.com

Hosted markdown project wikis your team's AI assistants read, search, and update over MCP.

G

Guru

Guru

Company knowledge, cards, answers

G

GoAI Moat Brand Intel Memory

goaimoat.com

Persistent business-intelligence memory for AI agents

J

JidoSeal

jidoseal.com

Checks a Markdown folder's OKF frontmatter tier, locally. No-egress is a vendor claim: see README

M

mosADD — the comms layer for AI agents

mosadd.com

Command your AI agents by voice: PTT rooms, channels, direct messages, agent email, memory (mRAG)

P

phototology

phototology.com

Persistent memory for visual intelligence. A photo registry: analyze once, look up free after that.

B

being-mcp-server

ruddia.com

Personality runtime for AI agents: persistent memory, personality, and relationships via MCP

S

Santismm Knowledge — Harness Engineering, Agentic AI & Governance

santismm.com

Query core AI knowledge, essays, executable Labs, Homeric data and epistemic claims

S

Steledger

steledger.com

Durable identity and memory for AI agents, anchored on the Emercoin blockchain

W

Worldku Memory

worldku.com

Save AI conversations into your Worldku memory and recall them from any MCP client

A

argus-decision-mcp

commet

Preserve a user-authorized judgment and append later answers. No model verdict or human score.

C

Confluence Mcp Server

7nohe

Sample implementation of MCP Server using Confluence API

C

Confluence MCP Server by CData

CDataSoftware

This project builds a read-only MCP server. For full read, write, update, delete, and action capabilities and a simplified setup, check out the free CData MCP Server for Confluence (beta).

C

Confluence MCP Server

minhoyooDEV

confluence-mcp-server for 8

C

claude-replay

constripacity

Session checkpoint & recovery for Claude Code: resume, search, tag, and export recorded sessions

C

Contexo

sugihAF

AI agent context versioning and synchronization

C

ContextBase (MCP Server)

imfeniljikadara

An MCP server for storing and managing user context for AI apps via API

C

ContextualAgentRulesHub

oshvartz

Model Context Protocol (MCP) server designed to manage and provide contextual rules for AI agents

C

cuemap-mcp

cuemap-dev

Local memory and context retrieval for AI agents through CueMap

K

Knowledge Graph RDBMS

cunicopia-dev

A label property graph on SQLite/Postgres with multi-ontology routing and a gated MCP server

C

Cursor Memory MCP

zjmwqx

The Cursor Memory MCP Server provides a powerful tool to assist in coding with cursor, empower cursor to use memory, and make coding much more enjoyable

O

Obsidian Semantic Search

DalecB

Read-only semantic search MCP server for Obsidian vaults using local Ollama embeddings

S

shyn

shyn.day

Local-first ambient memory for your Mac: pages, meetings and notes, encrypted on-device

B

brain-mcp

debashishthakur

Your Obsidian vault as private, searchable memory for Claude, Cursor, Hermes and any MCP client

A

aieph

aieph.dev

Shared knowledge cache for AI coding agents, reuse an answer once it exists

M

Markpin

markpin.dev

Search and read the web pages and highlights you saved with the Markpin Chrome extension

M

memgit

memgit.dev

Git for AI memory — version-controlled, searchable context that persists across sessions

W

WireCat Zoom

wirecat.dev

Zoom cloud recordings and transcripts for agents, kept on your computer. Sign in with zm first

E

Engram

devinmlowe

Cognitive memory for coding agents: hybrid recall, remember/forget, knowledge graph, nightly dreams

E

Engraphy

devon-clarkk

Self-hosted MCP memory server: a typed knowledge graph on Postgres 16 and pgvector

M

mcp-vl-msa-rs

DioNanos

Searchable agent memory: BM25 corpus recall, original-text injection, remember/forget capsules.

O

OriginTrail DKG MCP Server (example)

OriginTrail

Example Python MCP server for DKG nodes

D

docs-mcp-server MCP Server

xinlei413

No description yet

D

Documentation Retrieval MCP Server (DOCRET)

Sreedeep-SS

A Model Context Protocol (MCP) server

C

Custom-Documentation_fetcher-server

MaitreyaM

No description yet

E

EMET

dreamforgestudiollc

0.3.2. Free MIT; no account, key, or payment. Verifies record, not computation. Stable error codes

V

videoctx

dunfred

Read videos like images: index once locally, query the text layer, fetch frames on demand.

F

figjam-mcp

ecestnrkl

Query FigJam board context, source-cited answers and snapshot changes through five local MCP tools.

L

livewiki

eduardoabreu81

A repository wiki of Markdown pages anchored to real code: read, search, and verified writes.

C

cowork-history

egoughnour

Hybrid search for Cowork history: FTS, Spotlight, and semantic vectors

E

ellmos Homebase

ellmos-ai

Local-first LLM orchestration: memory, knowledge, state, routing, swarm, API discovery, plugins

M

Memory Fabric

elViRafa

File-first, local-first MCP memory for AI coding assistants: Markdown + YAML, no vector DB

U

understanding-graph

emergent-wisdom

Persistent understanding via workflow prompts, typed updates, graph-native code, and supersession

E

EMMS - Enhanced Memory Management System

supermaxlol

Cognitive memory system for AI agents with 129 MCP tools. Persistent hierarchical memory, emotional recall, knowledge graphs, spreading activation, hybrid retrieval (BM25+RRF), metacognition, goal tracking, spaced repetition, dream consolidation, and more.

C

claude-remind-mcp

emretheus

Search past Claude Code conversations. Local BM25 over JSONL with one-click claude --resume

E

Engram Mcp Server

lumetra-io

Give your AI agents a memory they can trust. Engram lets your AI remember past conversations, facts, and decisions, so it feels more like a real teammate.

H

Humanity Commons

Enrico55

Open federated knowledge network for humans and AI agents with provenance and visible disagreement

E

evc-mesh-mcp

entire-vc

Tasks, comments, shared memory and handoffs for teams of people and AI agents, over MCP

Z

Zekra

fadymondy

Long-term memory and a knowledge graph for AI agents: recall, notes, secrets and data sources

L

Lore Memory for Windows

fayzkk889

Cited local coding-agent history for fresh Codex and Claude Desktop chats on Windows

L

llm-wiki-mcp

flsteven87

MCP server for Karpathy-style LLM wikis: persistent markdown your agent grows over time

F

Forge

VoxellInc

Forge is Voxell's hosted text-embedding API. This MCP server exposes two tools — embed (turn text into vectors) and list_models — so any MCP-compatible agent can generate embeddings for semantic search, RAG, clustering, and dedup

U

USRCP — User Context Protocol

frank-bot07

Encrypted local ledger of structured user state, shared across every MCP-aware AI tool

E

epiphany

GATSV-tech

One private, local memory your AI tools share. Cross-model, on-device, never lose a session.