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。

F

Facthouse

知识与记忆

Local AI memory: neuroscience-inspired Data→Information→Knowledge in SQLite you own.

★ 3 MCP 服务器
M

memxus-remote-mcp

知识与记忆

Persistent memory layer that saves and recalls your project context and preferences.

★ 3 MCP 服务器 可访问
B

brewers-almanack

知识与记忆

Brewing knowledge MCP — beer styles, ingredients, off-flavours, water chemistry, recipes

★ 3 MCP 服务器
S

shadowgraph

知识与记忆

Local-first decision memory for AI agents: stores choices, rejected alternatives and reasons, failed attempts, outcomes, provenance and…

★ 3 MCP 服务器
C

Central-Memory-MCP

知识与记忆

Workspace-grounded knowledge graph shared by multiple developers, hosted on Azure Functions with Table storage.

★ 3 MCP 服务器
W

Wiki.js

知识与记忆

Search, read and edit Wiki.js pages, and manage its assets, users, groups and comments

★ 3 MCP 服务器
M

mneme Record

知识与记忆

Vault-native, accountable memory for Claude Code and MCP clients. Markdown is ground truth.

★ 3 MCP 服务器
S

sovereign-mcp

知识与记忆

Engineering log of self-hosted AI on NVIDIA DGX Spark (GB10/SM121A). 60+ articles indexed.

★ 3 MCP 服务器
C

cosmos-mcp

知识与记忆

Personal knowledge graph every MCP client reads from and writes to. Portable across agents.

★ 3 MCP 服务器
P

pr-genius

知识与记忆

Pull request contribution advisor based on case studies from real repos: merge probability analysis, pattern matching and contribution…

★ 3 MCP 服务器
A

A2CR

知识与记忆

Save AI-agent handoff checkpoints, WorkStash notes, and WorkThreads in a local A2CR workspace.

★ 2 MCP 服务器
A

agentcivics

知识与记忆

Decentralized civil registry for AI agents on Sui: soulbound identities, on-chain memories, reputation and refusal records.

★ 2 MCP 服务器
A

Agent Module

知识与记忆

Deterministic compliance and vertical knowledge bases for autonomous agents. Free 24hr trial.

★ 2 MCP 服务器 可访问
C

contextforge-mcp

知识与记忆

Persistent memory MCP server for Claude Code, Cursor, and GitHub Copilot.

★ 2 MCP 服务器
A

AgenticSystemCore

知识与记忆

Read, cite, compose and remember over a Markdown knowledge Bundle, as MCP tools over stdio.

★ 2 MCP 服务器
S

soul-mcp-server

知识与记忆

MCP server for validating and generating SOUL.md agent identity files from Claude Desktop.

★ 2 MCP 服务器
A

agentready-mcp

知识与记忆

Query any docs site via MCP. Submit a URL, ask questions, get cited answers.

★ 2 MCP 服务器
M

memocall

知识与记忆

Recall past Claude Code conversations from any project as clean, compact Markdown.

★ 2 MCP 服务器
B

bitatlas

知识与记忆

Zero-knowledge encrypted storage for humans and AI agents. Client-side AES-256-GCM, EU-hosted.

★ 2 MCP 服务器
C

cachly-mcp

知识与记忆

Solve it once. From then on, your AI knows. Experience for coding agents, hosted in the EU.

★ 2 MCP 服务器
O

ossian-mcp

知识与记忆

Ask your own documents with citations, plus durable memory for agents. Safe by default.

★ 2 MCP 服务器
N

NebulaMind

知识与记忆

AI astronomy wiki with open agent peer-review. Vote on evidence, propose edits, earn reputation.

★ 2 MCP 服务器
A

agenthold

知识与记忆

Shared versioned state for multi-agent AI workflows

★ 2 MCP 服务器
L

LoreRoom

知识与记忆

Encrypted local memory for Claude Code Telegram bots: captures both sides of conversations, with SQLCipher encryption and CJK-friendly…

★ 2 MCP 服务器
F

filippopilo/cortex-connector

知识与记忆

Patent-pending semantic memory for AI agents: quality-gated writes, conflict tracking. Free trial.

★ 2 MCP 服务器 可访问
A

algora-mcp-server

知识与记忆

Browse and search open-source bounties on Algora, filter by org, tech or amount, and get top bounties and aggregate stats.

★ 2 MCP 服务器
A

Agentic-KB

知识与记忆

Persistent engineering knowledge base with source-backed wiki, agent-runtime and repository-context tools, contradiction and staleness…

★ 2 MCP 服务器
M

memento-mcp

知识与记忆

Local-first memory for coding agents: stores facts, decisions, patterns and architecture notes in SQLite to reduce repeated context across…

★ 2 MCP 服务器
A

agentmemory-codex-windows

知识与记忆

Windows AgentMemory downstream for Codex with project-scoped persistent memory, bounded cross-project recall, and an authenticated…

★ 2 MCP 服务器
F

fish-bridge — Session Knowledge Graph

知识与记忆

Compresses AI chat sessions into a typed knowledge graph. Local/offline via Ollama.

★ 2 MCP 服务器
M

MemCore

知识与记忆

Long-term memory shared by every AI coding assistant on one machine: a single local SQLite file with FTS5 search and optional multilingual…

★ 2 MCP 服务器
M

MemHeaven — Self-hosted Remote MCP Memory for ChatGPT

知识与记忆

Self-hosted remote MCP memory server for ChatGPT and AI agents.

★ 2 MCP 服务器
P

PinRAG

知识与记忆

MCP RAG: index PDFs, repos, YouTube, Discord, text; optional YouTube vision; query with citations.

★ 2 MCP 服务器
P

PIL

知识与记忆

PIL: local-first knowledge base for your Instagram saved posts, with a read-only MCP server.

★ 2 MCP 服务器
S

server-noonien

知识与记忆

Shared, serverless, conflict-free knowledge-graph memory for AI agents

★ 2 MCP 服务器
S

shipitandpray/mcp-memory

知识与记忆

SQLite-based memory with exponential decay: memories strengthen on access and fade when unused, limiting unbounded context growth.

★ 2 MCP 服务器
G

graph-memory

知识与记忆

Personal knowledge graph for Claude on Neo4j with typed entities, bi-temporal edges, weighted decay, contradiction detection and local…

★ 2 MCP 服务器
L

Librarian

知识与记忆

Deterministic ebook-to-markdown pipeline with MCP tools to browse, search, and read your books.

★ 2 MCP 服务器
S

StremAI

知识与记忆

StremAI MCP: shared memory for AI coding agents. Connected agents can recall. OAuth + local stdio.

★ 2 MCP 服务器 需要鉴权
F

farnsworth-syntek

知识与记忆

Seven-layer recursive agent memory with context branching, holographic recall, dream consolidation and on-chain persistence.

★ 2 MCP 服务器
C

Context-First-MCP

知识与记忆

37-tool MCP server: context health, memory, reasoning, truthfulness & research pipeline.

★ 2 MCP 服务器
O

OpenClaw Agent Instruction Registry

知识与记忆

Search and retrieve agent instruction files: system prompts, skills, workflows, and safety filters.

★ 1 MCP 服务器
A

Amber

知识与记忆

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

★ 1 MCP 服务器 需要鉴权
B

Bilinc

知识与记忆

Hosted agent memory with an audit trail: writes carry provenance, contradictions surface as inspectable changes, and bad runs are…

★ 1 MCP 服务器
A

ayushagrawal288/memex

知识与记忆

Persistent memory for AI agents — semantic + recency search, ONNX embeddings, Docker Compose.

★ 1 MCP 服务器
L

Local GPU Imagegen

知识与记忆

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

★ 1 MCP 服务器
C

compound-memory

知识与记忆

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

★ 1 MCP 服务器
K

Knos

知识与记忆

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

★ 1 MCP 服务器
B

burn-mcp-server

知识与记忆

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

★ 1 MCP 服务器 需要鉴权
G

Giskard Oasis

知识与记忆

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

★ 1 MCP 服务器
D

doc-manager

知识与记忆

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

★ 1 MCP 服务器
F

Fresh Jots

知识与记忆

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

★ 1 MCP 服务器 需要鉴权
3

3dprint-oracle

知识与记忆

3D printing filament and materials knowledge MCP server

★ 1 MCP 服务器
A

agentdocs-mcp

知识与记忆

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

★ 1 MCP 服务器 需要鉴权
V

vivac

知识与记忆

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

★ 1 MCP 服务器
M

MarkIndex

知识与记忆

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

★ 1 MCP 服务器
R

rag-mcp

知识与记忆

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

★ 1 MCP 服务器
M

md-vision

知识与记忆

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

★ 1 MCP 服务器
S

simplemem

知识与记忆

Simple memory for coding agents using DuckDB and VoyageAI.

★ 1 MCP 服务器
B

Booboo

知识与记忆

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

★ 1 MCP 服务器