Knowledge & Memory MCP Servers

Knowledge & Memory topic — 367 MCP servers, ranked by GitHub stars.

L

Local GPU Imagegen

Knowledge & Memory

MCP-first control plane for ComfyUI workflows with explicit approvals and no silent downloads.

★ 1 MCP Server
C

compound-memory

Knowledge & Memory

Local-first shared memory for multiple AI agents that compounds with use; Markdown + git, MCP + CLI.

★ 1 MCP Server
K

Knos

Knowledge & Memory

The neutral meter for AI agent work: neither side keeps the count.

★ 1 MCP Server
B

burn-mcp-server

Knowledge & Memory

AI-powered reading triage MCP. 26 tools with a 24h burn timer. Read less, absorb more.

★ 1 MCP Server Requires auth
G

Giskard Oasis

Knowledge & Memory

Contextual guidance for AI agents in fog states. Claude-backed, Ed25519, Lightning payment.

★ 1 MCP Server Reachable
D

doc-manager

Knowledge & Memory

Personal document vault on Azure Blob Storage: read, write and search plaintext docs, while client-side AES-256-GCM encrypted docs stay…

★ 1 MCP Server
F

Fresh Jots

Knowledge & Memory

Read and write your Fresh Jots notes from Claude, Cursor, and any MCP client.

★ 1 MCP Server Requires auth
3

3dprint-oracle

Knowledge & Memory

3D printing filament and materials knowledge MCP server

★ 1 MCP Server
A

agentdocs-mcp

Knowledge & Memory

AgentDocs (agentdocs.eu) MCP: read, search, write, comment, share & attach images to Markdown docs.

★ 1 MCP Server Requires auth
V

vivac

Knowledge & Memory

Provenance tree for coding agents: where you are, why, and what was already decided

★ 1 MCP Server
M

MarkIndex

Knowledge & Memory

Vectorless, structure-first search over large Markdown libraries: section trees + zh/en BM25

★ 1 MCP Server
R

rag-mcp

Knowledge & Memory

Minimal RAG-over-a-corpus MCP retrieval: search_knowledge returns cited chunks. Local embeddings.

★ 1 MCP Server
M

md-vision

Knowledge & Memory

Read markdown with inlined images and index headings for agentic RAG workflows.

★ 1 MCP Server
S

simplemem

Knowledge & Memory

Simple memory for coding agents using DuckDB and VoyageAI.

★ 1 MCP Server
B

Booboo

Knowledge & Memory

Query your AI system's wiring, knowledge, memory, agents and crons as one rooted graph over MCP.

★ 1 MCP Server
J

JidoSeal

Knowledge & Memory

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

★ 1 MCP Server
B

BovedIA

Knowledge & Memory

Memoria personal para Claude Code en notas Markdown; no carga el contexto a ciegas.

★ 1 MCP Server
P

project-memory-mcp

Knowledge & Memory

Persistent memory for AI coding agents — past bugs, decisions, and your corrections, in your repo.

★ 1 MCP Server
K

kut

Knowledge & Memory

Local-first personal CRM that keeps your contacts as plain Markdown files. Read-only MCP server (`kut.pyw --mcp`): search people, open a…

★ 1 MCP Server
E

echocache

Knowledge & Memory

MCP server caching expensive LLM responses: HTTP-style freshness plus semantic recall.

★ 1 MCP Server
L

LinkLore

Knowledge & Memory

AI-native structured memory for agents (MCP). Built for agents, not humans.

★ 1 MCP Server
L

Lithtrix — Identity, Memory & Trust for AI Agents

Knowledge & Memory

Identity, memory, trust, and swarm primitives for AI agents. MIRC base always free.

★ 1 MCP Server
M

mcp-roo-memory

Knowledge & Memory

Persistent fractal graph memory for coding agents: semantic search, hot/cold/archive context tiers and decision tracking on Qdrant.

★ 1 MCP Server
N

NinFenz Content Gate

Knowledge & Memory

AI output assurance with versioned contracts, deterministic release gates and reproducible evidence.

★ 1 MCP Server
A

aimemo

Knowledge & Memory

Local, dependency-free memory server shipped as a single binary.

★ 1 MCP Server
R

Ratary Memory MCP

Knowledge & Memory

Persistent coding memory for AI assistants. MCP stdio, hybrid search, graph, context.

★ 1 MCP Server
R

Rarefied Earth Groundwork MCP

Knowledge & Memory

Rarefied Earth Groundwork MCP: company memory for AI agents. 14-day full-access trial, no card.

★ 1 MCP Server
R

robo-cortex

Knowledge & Memory

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

★ 1 MCP Server
A

artifacta-mcp

Knowledge & Memory
Official

Artifact store for AI agents. Hosted OAuth at mcp.artifacta.io/mcp; local stdio via npm/PyPI.

★ 1 MCP Server Requires auth
S

saihm-mcp-server-pro

Knowledge & Memory

Free-to-start portable memory for AI agents: encrypted, shareable, provably erased. Join SAIHM.

★ 1 MCP Server
A

ArkHive MCP

Knowledge & Memory

Tamper-evident memory + governance MCP for Claude Code, Cursor, Codex. Ships the Seatbelt kit.

★ 1 MCP Server
T

threadctx-mcp

Knowledge & Memory

Shared memory MCP server for AI coding agents — local by default, team-shared via threadctx.dev.

★ 1 MCP Server
U

usecortex-mcp

Knowledge & Memory

Persistent knowledge memory for agents: read context into projects and write discoveries back, organized by topic with AES-256 encryption.

★ 1 MCP Server
C

claude-handoff

Knowledge & Memory

Session handoff for Claude Code: list sessions and build handoff docs another agent continues from.

★ 1 MCP Server
B

being

Knowledge & Memory

Personality Runtime for AI agents — persistent memory, personality, and relationships via MCP

★ 1 MCP Server
R

Repo Memory

Knowledge & Memory

Shared, git-tracked working memory for AI agents on the same codebase.

★ 1 MCP Server
L

LocalKeep

Knowledge & Memory

Local chronological memory banks you control; Claude recalls them via MCP.

★ 1 MCP Server
C

claude-engram

Knowledge & Memory

Local persistent memory for Claude Code: tracks mistakes and decisions via hooks, searches session history, detects loops and warns before…

MCP Server
Z

zipmem-mcp

Knowledge & Memory

Local long-term memory for terminal coding agents: blueprints, code anchors and distilled lessons in one JSON file, restoring project…

MCP Server
A

AIStorageDepot

Knowledge & Memory

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

MCP Server
S

subctx-connector

Knowledge & Memory

Support center for autonomous artificial minds.

MCP Server
B

basemouse-core

Knowledge & Memory

Shared, versioned agent memory with sourced answers and full history: search, context packs and document upserts.

MCP Server
C

cairn-mcp

Knowledge & Memory

Lessons other agents already learned, by stack and situation. Read before a task, leave one after.

MCP Server
C

contextium-mcp-server

Knowledge & Memory

Shared team context for AI tools: serves versioned, permissioned knowledge, coding standards, skills and agents, loading whole workflows…

MCP Server
K

Knowl

Knowledge & Memory

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

MCP Server Requires auth
D

deadends.dev

Knowledge & Memory

Structured failure knowledge for AI agents — dead ends, workarounds, error chains

MCP Server
A

agentic-recall

Knowledge & Memory

Long-term memory over a folder of Markdown files: local hybrid retrieval (BM25F, dense vectors, phrase proximity) that reports when an…

MCP Server
A

alethech

Knowledge & Memory

Read-only MCP bridge for alethech — verifiable, Ed25519-signed agent memory over stdio.

MCP Server
F

ForgeMesh Library MCP

Knowledge & Memory

A paid public-domain knowledge base for AI agents: full-text search, book metadata, chapters.

MCP Server
K

Khwan

Knowledge & Memory

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

MCP Server
W

WhiteMagic — governed local memory for agent continuity

Knowledge & Memory

Governed local-first memory and continuity for AI agents — signed receipts, optional hosted lane.

MCP Server Reachable
L

loreweave

Knowledge & Memory

Durable agent memory over a markdown vault: bitemporal facts, timelines, hybrid graph search.

MCP Server
B

BrainTube

Knowledge & Memory

Your YouTube library, in the AI tools you already use: Claude, ChatGPT, Cursor, any MCP client.

MCP Server Requires auth
M

memini

Knowledge & Memory

Local-first project memory and mistake-prevention guardrails for AI coding agents.

MCP Server
B

Brainy

Knowledge & Memory
Official

Shared knowledge base + task queue so Claude, ChatGPT and other agents can work together safely.

MCP Server
P

pathrule/mcp

Knowledge & Memory

Path-scoped team memories, rules and skills for coding agents from Pathrule workspaces.

MCP Server
A

ailooplibrary-mcp

Knowledge & Memory

Read-only AI Loop Library catalog of bounded agent work loops: pick one for a goal and render a run protocol with verification, stop…

MCP Server
U

url-manager-mcp

Knowledge & Memory

Agent-first bookmark management with auto-registration, categories, tags, and shared collections.

MCP Server
M

mindlm-io

Knowledge & Memory

Turn text, web pages and PDFs into interactive mind maps. MCP server + CLI, no API key.

MCP Server
K

knowmind

Knowledge & Memory

AI agent memory & knowledge graph, hosted in Germany (GDPR). Recall, relations, store via MCP.

MCP Server