Knowledge & Memory MCP Servers

890 reviewed MCP servers in this category · page 5 of 15 · all categories

Knowledge and memory MCP servers give assistants a persistent brain: knowledge graphs that survive between sessions, structured reasoning scratchpads, and connectors into your personal notes. They fix the most annoying thing about LLMs — walking into every conversation with total amnesia.

Design System Server

MCP server for design system documentation

Knowledge & MemoryGo

Desktop Commander

This is MCP server for Claude that gives it terminal control, file system search and diff file editing capabilities

File Systems & StorageRemotePython

Desktop Commander MCP

This is MCP server for Claude that gives it terminal control, file system search and diff file editing capabilities

File Systems & StorageRemotePython

Desktop Commander MCP

Run terminal commands, edit files, and manage local desktop workflows through MCP clients like Claude, Cursor, and VS Code.

Developer ToolsRemotePython

Developer

MCP Server implementations for managing context of software development projects

Knowledge & Memory

Dev Proxy

Dev Proxy MCP server

Knowledge & Memory

Dgmo

Render 29 diagram and chart types to SVG/PNG with browser preview and HTML reports.

Browser Automation

Docc MCP

MCP server to expose DocC documentation data to AI agents

Knowledge & Memory

Docdex

Fast per-repo documentation indexer and full-text search MCP server for codebases.

Knowledge & MemoryRemotePython

Docfork

@latest documentation and code examples to 9000+ libraries for LLMs and AI code editors in a singl…

Knowledge & MemoryRemote

DockaShell

DockaShell is an MCP server that gives AI agents isolated Docker containers to work in. MCP tools for shell access, file operations, and full audit

Knowledge & MemoryPython

Doc Lib MCP

A Model Context Protocol (MCP) server for document ingestion, chunking, semantic search, and note management.

Productivity & Project ManagementPython

Docmost MCP

A second-brain workspace for docs, projects, and GTD-style planning.

Productivity & Project Management

Docs2prompt

Convert software documentation to one-file prompt for LLMs

Knowledge & MemoryPython

DocsetMCP

Model Context Protocol server for Dash-style docsets

DatabasesPython

Docsie

Local stdio bridge for the hosted Docsie MCP server.

Knowledge & MemoryRemotePython

Documentation Search MCP

MCP server for searching documentation, scanning dependencies for vulnerabilities, and generating project boilerplate. Works with Claude Desktop

Knowledge & MemoryPython

DolphinScheduler

A Model Context Protocol (MCP) server for Apache Dolphinscheduler. This provides access to your Apache Dolphinshcheduler RESTful API V1 instance and

Knowledge & MemoryPython

Domain

Local-first MCP server serving a project's business-domain knowledge to MCP-compatible agents.

Knowledge & MemoryGo

Domain Search MCP

Zero-config domain availability MCP for Claude & ChatGPT. AI-powered suggestions via Qwen 7B. RDAP → GoDaddy → WHOIS fallback chain with

Knowledge & Memory

Dotnet Sherlock MCP

This tool is essential for developers who want to harness LLM capabilities for:

Knowledge & Memory

Dovetail

Official

Turn a customer research repository into something your assistant can actually query

Knowledge & MemoryRemote

Dust Postman Railway

Dust MCP Server with advanced agent conversation features

Developer ToolsTypeScript

Easy MCP AutoCad

基于 **Model Context Protocol (MCP)** 的 AutoCAD 集成服务器,允许通过 **Claude** 等大型语言模型 (LLM) 与 AutoCAD 进行自然语言交互。 An AutoCAD integration server based on **Model

Knowledge & MemoryPython

Easy Memory

Easy Memory MCP - Dual-engine embedding service with Qdrant vector store

Knowledge & Memory

Egnyte

Official

Permission-aware search and retrieval across governed enterprise content

File Systems & StorageRemote

Eigenlayer MCP

Hosted at [eigenlayer.mcp.junct.dev/mcp](https://eigenlayer.mcp.junct.dev/mcp). Free to use. No auth. No API key required.

Knowledge & MemoryRemote

Ejentum MCP

MCP server exposing the Ejentum reasoning harness as eight tools: four dynamic (`reasoning`, `code`, `anti-deception`, `memory`) plus four adaptive

Developer ToolsRemotePython

Elesync

Local-first MCP memory vault: files you own, shared across ChatGPT, Claude, Gemini & any MCP client

Knowledge & MemoryPython

Ellmos Homebase

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

AI & ML ServicesRemotePython

Embedded Api

Digital Samba Embedded API MCP Server - Model Context Protocol server for Digital Samba's Embedded API

Knowledge & MemoryRemote

Emem — Earth Memory Protocol

Content-addressed, ed25519-signed memory of every place on Earth. Apache-2.0, no keys for reads.

Knowledge & MemoryPython

Emotion Ai

1. **User Input** → Frontend → FastAPI 2. **Processing** → Vector DB Search → Context Retrieval 3. **AI Processing** → Gemini API → Response

Knowledge & MemoryPython

Engram

Memory layer for AI agents — biologically-inspired forgetting, multi-agent trust, and plug-and-play integrations

Knowledge & MemoryRemotePython

Engram

Engram is a hosted MCP server that provides reliable memory for AI agents:

Knowledge & MemoryRemote

Engram Rs

Memory engine for AI agents. Two axes: **time** (three-layer decay & promotion) and **space** (self-organizing topic tree). Important memories get

Knowledge & MemoryPython

Engrm

Shared memory across devices, sessions, and agents for OpenClaw, Claude Code, and Codex.

Knowledge & MemoryRemotePython

Enpass

MCP server for Enpass vaults: entries, passwords and TOTP/2FA codes, keychain-backed.

Developer Tools

Enterpret

Official

Ask questions across every channel of customer feedback and get cited answers

Knowledge & MemoryRemote

Entroly

Local context OS for AI agents with token optimization, receipts, memory, and verification.

Productivity & Project ManagementRemotePython

Epitome

The portable identity layer that gives every AI agent a shared, persistent memory of you.

DatabasesRemoteGo

Eprint

MCP Server for IACR Cryptology ePrint Archive - enables AI assistants to search and retrieve cryptographic research papers

Knowledge & MemoryTypeScript

Esa

esa の Model Context Protocol サーバー実装

Knowledge & Memory

Etherscan

Etherscan Api MCP server — 71 tools for AI agent integration. Hosted by Junct.

Knowledge & MemoryRemote

Euler

Euler MCP server — 16 tools for AI agent integration. Hosted by Junct.

Knowledge & MemoryRemote

Evermemos

MCP Server that brings long-term memory to AI coding tools via EverMemOS

Knowledge & Memory

Example

Example MCP server demonstrating framework usage

AI & ML ServicesTypeScript

Excalidraw Architect

Generate beautiful Excalidraw architecture diagrams with auto-layout and component styling

Developer ToolsPython

Excel Analyser MCP

A Node.js tool to read and analyse Excel (.xlsx), CSV (.csv), and JSON (.json) files using MCP with automatic pagination support.

Knowledge & MemoryRemote

Exomem

Local Markdown/Obsidian knowledge substrate for MCP agents with governed memory and hybrid search.

Productivity & Project ManagementRemotePython

Extract Llms Docs

llm.energy - Extract documentation for AI agents from any site with llms.txt support

Knowledge & MemoryRemotePython

.Faf For Grok

First MCP server for Grok/xAI. URL-based access. 17 tools for .faf project context.

Knowledge & MemoryRemoteTypeScript

Fastclaw

Multi-Agent Framework

Cloud & DevOpsRemoteGo

Fetch

A flexible HTTP fetching Model Context Protocol server.

Search & Web Scraping

Figma

Thin typed wrapper around the Figma REST API

Knowledge & MemoryTypeScript

Figma MCP Chunked

Figma MCP server with chunking and pagination

Knowledge & MemoryTypeScript

Finance Toolkit

200+ transparent financial metrics calculated from raw statements, not third-party endpoints.

Knowledge & MemoryRemotePython

Financial Data

A Model Context Protocol (MCP) server that provides AI assistants with real-time financial market data through Yahoo Finance.

Knowledge & MemoryPython

Finviz

A Model Context Protocol (MCP) server that provides comprehensive stock screening and fundamental analysis capabilities using Finviz data.

Knowledge & MemoryPython

First Sse

A suite of specialized MCP servers that help you get the most out of AWS, wherever you use MCP.

Cloud & DevOpsPython