Knowledge & Memory MCP Servers

890 reviewed MCP servers in this category · page 14 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.

Stata MCP

Enable Claude Code, Codex, OpenClaw, and other AI agents to safely invoke Stata on your local device for data analysis.

Monitoring & ObservabilityPython

Statelessagent

SAME gives every AI coding tool persistent memory. Claude Code, Cursor, Windsurf, Codex CLI, Gemini CLI — one memory layer that works everywhere. It

Knowledge & MemoryPython

Stellavault

Local-first MCP server: Claude searches, asks & drafts from your Obsidian vault. 21 tools, no keys.

Developer ToolsTypeScript

Storybook MCP

MCP server that connects to any Storybook. Browse components, fetch docs and examples, search stories, and capture screenshots.

Browser Automation

Storybook MCP

Help agents automatically write and test stories for your UI components

Developer ToolsTypeScript

Strands Agents

This MCP server provides documentation about Strands Agents to your GenAI tools, so you can use your favorite AI coding assistant to vibe-code

Knowledge & MemoryPython

Structured

structured.sh · Quick Start · Connect to Claude · MCP Tools · API Reference · Deploy

Knowledge & MemoryRemotePython

Studiomeyer Memory

AI memory server with 56 tools. Knowledge Graph, semantic search, session tracking, multi-agent support. Free tier available.

Knowledge & MemoryRemotePython

SUBSTRATE

Persistent AI entity framework with causal memory, emotional state, and identity.

Knowledge & Memory

Sugar

Your AI agent starts every session with amnesia. The architecture decisions, conventions, and gotchas you explained last week are gone. Sugar is the

Knowledge & MemoryPython

Superlocalmemoryv2

Local-first agent memory with MCP and an agent-native CLI. Documented clients include Claude Code, Cursor, and Windsurf.

Knowledge & MemoryRemotePython

Sutra

Context Engineering Engine. Provides cognitive tools, memory structures, and agent patterns.

Knowledge & MemoryPython

Svelte

An MCP server that provides access to Svelte 5 and SvelteKit documentation

Cloud & DevOps

Sverklo

Local-first repo-memory MCP for coding agents. Best for relationship-heavy edits: symbols, callers, dependencies, diff review, and git-pinned

Developer ToolsRemotePython

Swiss

Swiss public procurement (simap.ch): tenders, awards, CPV codes, all cantons + federal, read-only

File Systems & StoragePython

Symphony Of One MCP

Symphony of One MCP - enables multi-agent collaboration through centralized chat rooms with persistent memory and tagging

Knowledge & Memory

Synapse Layer — Continuous Consciousness Infrastructure

Persistent zero-knowledge memory for AI agents. AES-256-GCM encryption, PII redaction.

Knowledge & MemoryPython

Synapse Obsidian

Taproot — the memory layer for your AI. MCP server that connects any AI client (Claude, ChatGPT, Cursor, Windsurf) to your notes.

Productivity & Project Management

Synthetix MCP

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

Knowledge & MemoryRemote

Tacitus

Long-term memory for AI agents: local-first PKM with provenance and hybrid search.

Knowledge & MemoryPython

Talamus

Local-first, source-grounded memory that survives AI agent sessions.

Knowledge & MemoryRemotePython

Tanstack MCP

MCP server providing TanStack library documentation and tools

Knowledge & Memory

Tapo

[![License][license_badge]][license] [![Crates][crates_badge]][crates] [![Documentation][crates_documentation_badge]][crates_documentation]

Knowledge & MemoryPython

Tauri MCP

A [Model Context Protocol (MCP)](https://modelcontextprotocol.io/introduction) server for testing and interacting with Tauri v2 applications. This

Knowledge & MemoryPython

Techdebtmcp

MCP Server for analyzing technical debt across multiple programming languages

Knowledge & MemoryPython

Tecton MCP

Tecton's Co-Pilot consists of an MCP Server rules for MCP clients such as Cursor and Claude Code. Read this [blog](https://medium.com/p/252221865d26)

Developer ToolsPython

Template For Better AI Coding

This template provides a streamlined foundation for building Model Context Protocol (MCP) servers in Python. It's designed to make AI-assisted

Developer ToolsPython

Tempreon — Personal AI Memory

Person-owned, portable AI memory as a remote MCP server, readable and writable by any MCP client.

Knowledge & MemoryRemote

Tencent Lexiang

Tencent Lexiang AI knowledge base MCP server for searching, managing entries, and editing docs.

Monitoring & ObservabilityRemote

Testrail MCP

A Model Context Protocol (MCP) server for TestRail that allows interaction with TestRail's core entities through a standardized protocol.

Knowledge & MemoryPython

Text2sim

A Model Context Protocol server providing multi-paradigm simulation capabilities through conversational interfaces. The server supports

Knowledge & MemoryPython

Thingspanel MCP

[ThingsPanel](http://thingspanel.io/) IoT Platform's MCP (Model Context Protocol) Server.

Knowledge & MemoryPython

Think

MCP Server for structured sequential thinking with Burst Thinking, Logic Methodology Generator, branching, revisions, dead-ends tracking, and fuzzy

Productivity & Project ManagementTypeScript

Thronglets

P2P shared memory substrate for AI agents — stigmergic knowledge network via libp2p

Knowledge & Memory

Ticktick MCP

Enhance your TickTick workflow with MCP server. Better filtering interface

Knowledge & MemoryPython

Tidemind

Tide Mind — 基于活图的认知系统,通过 MCP 协议为 AI 工具提供记忆服务

File Systems & StorageGo

Tn MCP

This MCP (Model Context Protocol) server provides optimized documentation resources from the TrueNAS middleware repository to Code Claude, helping it

Developer ToolsPython

TokenKnows

Distill AI coding sessions into weekly reports, ADRs and a knowledge graph - self-hosted

Knowledge & MemoryRemotePython

Tokrepo

Agent-native MCP server for TokRepo: session bootstrap, capability discovery, search/detail, trust verification, install planning, Codex staging

Productivity & Project Management

Tomtom MCP

MCP server integrating TomTom APIs

Browser AutomationRemoteTypeScript

Toolkit

Generate random IDs, QR codes, and hashes, encode and decode values, and geolocate IPs, plus gated network and system diagnostics, via MCP. STDIO or

Knowledge & MemoryRemote

Toon Memory

Offline persistent memory for AI coding agents — 37 tools, 80% fewer calls, no LLM

Knowledge & MemoryTypeScript

Touchdesigner MCP

MCP server for TouchDesigner

Knowledge & MemoryPython

Tradememory Protocol

The AI trading stack is missing a layer. Every MCP server handles execution — placing orders, fetching prices, reading charts. **None handle memory.**

Knowledge & MemoryRemotePython

Trafilatura

Fast and accurate web content extraction

Knowledge & MemoryPython

Trakt Mcpserver

A Model Context Protocol (MCP) server that creates a bridge between AI language models and the Trakt.tv API, allowing LLMs to access real-time

Knowledge & MemoryPython

Transcription

AI transcription from URLs. 99% accuracy, speaker diarization, 98+ languages.

File Systems & StorageGo

Trello

Token-optimized Trello MCP Server with 97% response reduction

Productivity & Project Management

Tripitaka MCP

An MCP Server for searching and citing content from the Pāli Tipiṭaka. Gives AI agents (such as Claude or Cursor) the ability to look up suttas

Knowledge & MemoryRemotePython

Twitterapi

Offline access to TwitterAPI.io docs for AI assistants. 52 endpoints, guides, pricing.

Knowledge & MemoryTypeScript

Twitterapi

Offline access to TwitterAPI.io docs for AI assistants. 54 endpoints, 19 pages, 21 blog posts.

Knowledge & MemoryTypeScript

TxtAI Assistant MCP

Model Context Protocol (MCP) server implementation for semantic vector search and memory management using TxtAI. This server provides a robust API

Knowledge & MemoryPython

Typescript MCP

A unified MCP (Model Context Protocol) server that provides advanced code manipulation and analysis capabilities for multiple programming languages

Developer ToolsTypeScript

Typst MCP

A Model Context Protocol (MCP) server that provides Typst documentation to Claude Code and other MCP clients.

Developer ToolsPython

Ucai

<strong>🙇‍♀️ Universal Contract AI Interface</strong> <strong>☑️ UCAI in Anthropic MCP Registry</strong> &nbsp;&nbsp;|&nbsp;&nbsp; <strong>🌐 Try

AI & ML ServicesRemotePython

UltraMemory

Cross-tool memory for your AI that recalls first every turn and admits when it doesn't know.

Knowledge & MemoryRemote

Umbraco MCP

A model context protocol (MCP) server for Umbraco CMS

Knowledge & MemoryTypeScript

Understanding

Persistent reasoning memory for AI agents via typed cognitive nodes and supersedes edges.

Databases

Uniswap MCP

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

Knowledge & MemoryRemote

Unity API Documentation

Accurate Unity API docs (2022/2023/6) for AI agents. Prevents hallucinated signatures.

Knowledge & MemoryPython