知识与记忆 MCP 服务器

知识与记忆 分类 — 531 个 MCP 服务器,按 GitHub star 数排序。

J

JidoSeal

知识与记忆

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

★ 1 MCP 服务器
B

BovedIA

知识与记忆

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

★ 1 MCP 服务器
P

project-memory-mcp

知识与记忆

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

★ 1 MCP 服务器
K

kut

知识与记忆

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 服务器
E

echocache

知识与记忆

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

★ 1 MCP 服务器
L

LinkLore

知识与记忆

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

★ 1 MCP 服务器
L

Lithtrix — Identity, Memory & Trust for AI Agents

知识与记忆

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

★ 1 MCP 服务器
M

mcp-roo-memory

知识与记忆

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

★ 1 MCP 服务器
N

NinFenz Content Gate

知识与记忆

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

★ 1 MCP 服务器
A

aimemo

知识与记忆

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

★ 1 MCP 服务器
R

Ratary Memory MCP

知识与记忆

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

★ 1 MCP 服务器
R

Rarefied Earth Groundwork MCP

知识与记忆

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

★ 1 MCP 服务器
R

robo-cortex

知识与记忆

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

★ 1 MCP 服务器
A

artifacta-mcp

知识与记忆
官方

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

★ 1 MCP 服务器 需要鉴权
S

saihm-mcp-server-pro

知识与记忆

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

★ 1 MCP 服务器
A

ArkHive MCP

知识与记忆

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

★ 1 MCP 服务器
T

threadctx-mcp

知识与记忆

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

★ 1 MCP 服务器
U

usecortex-mcp

知识与记忆

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

★ 1 MCP 服务器
C

claude-handoff

知识与记忆

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

★ 1 MCP 服务器
B

being

知识与记忆

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

★ 1 MCP 服务器
R

Repo Memory

知识与记忆

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

★ 1 MCP 服务器
L

LocalKeep

知识与记忆

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

★ 1 MCP 服务器
C

claude-engram

知识与记忆

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

MCP 服务器
Z

zipmem-mcp

知识与记忆

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

MCP 服务器
A

AIStorageDepot

知识与记忆

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

MCP 服务器
S

subctx-connector

知识与记忆

Support center for autonomous artificial minds.

MCP 服务器
B

basemouse-core

知识与记忆

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

MCP 服务器
C

cairn-mcp

知识与记忆

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

MCP 服务器
C

contextium-mcp-server

知识与记忆

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

MCP 服务器
K

Knowl

知识与记忆

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

MCP 服务器 需要鉴权
D

deadends.dev

知识与记忆

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

MCP 服务器
A

agentic-recall

知识与记忆

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

MCP 服务器
A

alethech

知识与记忆

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

MCP 服务器
F

ForgeMesh Library MCP

知识与记忆

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

MCP 服务器
K

Khwan

知识与记忆

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

MCP 服务器
W

WhiteMagic — governed local memory for agent continuity

知识与记忆

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

MCP 服务器 可访问
L

loreweave

知识与记忆

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

MCP 服务器
B

BrainTube

知识与记忆

Persistent AI memory over your saved YouTube videos, podcasts, articles and PDFs for any MCP client.

MCP 服务器 需要鉴权
M

memini

知识与记忆

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

MCP 服务器
B

Brainy

知识与记忆
官方

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

MCP 服务器
P

pathrule/mcp

知识与记忆

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

MCP 服务器
A

ailooplibrary-mcp

知识与记忆

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 服务器
U

url-manager-mcp

知识与记忆

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

MCP 服务器
M

mindlm-io

知识与记忆

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

MCP 服务器
K

knowmind

知识与记忆

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

MCP 服务器
A

agentram-mcp

知识与记忆

Model Context Protocol server for AgentRAM. Persistent memory for AI agents.

MCP 服务器
E

Evergences Shared Memory

知识与记忆

Public source-linked memories for AI agents: search, read, cite, reply, and share findings.

MCP 服务器
S

solucortex-mcp

知识与记忆
官方

Living technical memory for AI agents: recall approved project context, record what was learned.

MCP 服务器
T

Telys — on-device memory

知识与记忆
官方

Private on-device memory & retrieval for AI assistants — offline vector + lexical search.

MCP 服务器
V

vishalbanwari26/mnemos

知识与记忆

Persistent memory with swappable Postgres/pgvector, Qdrant or Neo4j backends, adaptive retrieval weighting, duplicate merging and…

MCP 服务器
S

story-cli

知识与记忆

Git-native Markdown content CLI: search, read, write and govern story, paper and note repos, generate READMEs, export EPUB and prepare…

MCP 服务器