MCP Servers

S

Space Standards

manojknaikade

Cited, requirement-level Q&A over ECSS and NASA standards you supply (bring your own documents)

L

longmem

marerem

Persistent cross-project memory for Cursor and Claude Code using local semantic search

I

ID Protocol

markoblogo

Portable human-AI context protocol reference tooling.

M

MCP Python SDK Documentation

aidecentralized

Documentation for the MIT decentralized AI MCP hackathon

M

Model Context Protocol servers

aswinthulasir

All MCP servers including Brave can be connected

M

MCP APP

sdkim96

MCP server application with RAG

M

MCP with RAG Demo

thinklytics

This demonstration project shows how to implement a Model Context Protocol (MCP) server with Retrieval-Augmented Generation (RAG) capabilities. The demo allows AI models to interact with a knowledge base, search for information, and add new documents.

N

NotebookLM

mcp-dir

Google NotebookLM via natural language: create notebooks, add sources (PDF, URL, YouTube) and ask gr

M

MCP Knowledge Base

EXPESRaza

A knowledge base and experimental playground for exploring the Model Context Protocol (MCP)—understanding how hosts, servers, LLMs, and tools interact.

K

Knowledge Graph Memory Server

s2005

Standalone MCP server for enabling memory for Claude through a knowledge graph.

M

MCP Memory Graph Server

santahate

MCP-server implementing a memory system backed in MongoDB

M

MCP Server with SSE endpoint for Obsidian

duncanchiu409

A MCP SSE server for your self-hosted n8n.

R

Ratary Memory Mcp

ontorata

Ratary is an open-source AI Brain Platform. The Memory MCP server (ratary) gives coding agents durable, owner-scoped memory across sessions — hybrid search, knowledge graph traversal, and token-efficient context assembly

R

RAG Application

hulk-pham

A demo of Retrieval-Augmented Generation (RAG) application with MCP server integration

R

Role-Specific Context MCP Server

Chris-June

No description yet

A

AI Sticky Notes MCP Server

pi-prakhar

No description yet

L

Librarian MCP Server

SegaraRai

Librarian is a Model Context Protocol (MCP) server that provides an API for listing, searching, and retrieving markdown files stored in a structured manner.

M

MCP Server Memo

doggybee

A lightweight MCP server for session memory management

C

Category-based Memory Server

mkusaka

No description yet

S

Semantic Calculator MCP

identimoji

MCP tool in Python for performing various semantic calculations.

M

mcp-server-with-semantic-kernel

cnrishiraj

Building Semantic Kernel Agents with Model Context Protocol (MCP) plugins in Python

M

mcp-start-go

hassaku63

Example MCP server implemented in Go

I

Integrating Model Context Protocol (MCP) Tools with Semantic Kernel: A Step-by-Step Guide

LiteObject

A comprehensive .NET demonstration of integrating Model Context Protocol (MCP) tools with Microsoft Semantic Kernel. Features a robust MCP client with 23+ built-in tools, intelligent error handling, and AI-powered tool orchestration. Includes both local .NET MCP server and extern

M

mcpcreatioserver

mpawlikcreatio

MCP server for personal use

R

reef

reefwith.me

Shared, living memory for you and your people. Coves your AI assistant can read and write

M

Meeba Brain

meemoprasad

Repository knowledge graph MCP server for codebase understanding and debugging

M

MCP-Mem0: Long-Term Memory for AI Agents

gustavoserafim

No description yet

M

Mem0 Mcp Server

olk

MCP server exposing Mem0 v2 API for AI agents to store, retrieve, and search long-term memories using semantic search through the standardized MCP protocol.

M

Mem0 MCP Server - Node.js (HTTP-Only)

Sonjuane

No description yet

M

mem0 MCP Server

sadiuysal

A TypeScript implementation of the Mem0 MCP server for integration with tools like Smithery, Cursor, and more.

M

Memory Context Manager_v2

Big0290

Deep project analysis: Memory Context Manager v2

M

Memory Engine

SimoneB79

Atomic memory model — knowledge stored as atoms (facts, decisions, events, preferences, logs, procedures, notes, session messages)

M

Memory Quality Mcp

ladyiceberg

A Claude Code MCP plugin that audits and cleans up your AI memory.

M

Memside

memside

AI continuity and Library Templates: memories, profiles, rules, tasks and checkpoints

C

ContextDB Memory

mikhailbovt

Local-first durable AI memory with policy-bound recall and a typed project graph

S

Soma — open protocol for agent work

mrpkk

Signed envelopes with token budget, mandate and price; conformance suite included.

M

MMW Managed Memory Workspace

msingatullin

One memory for AI agents in Claude Code, Cursor, Codex and ChatGPT that flags conflicting facts.

C

cogvault

NBibikov

Local hybrid-search memory for AI agents over plain Markdown. Multi-tenant, offline, no LLM

H

heropen — AI Agent Memory

heropen.net

Persistent memory for AI agents: local-first MCP server, zero-config. No cloud, no API keys

N

Neuroverse

joshua400

Multilingual intelligence plus memory, safety, and voice layer for autonomous AI agents

🚀

🚀 NexusHub

webdevtodayjason

NexusHub is a powerful Model Context Protocol server that functions as a central connection point for AI workflows and tool integration.

N

Notebooklm Mcp Agent

oaslananka

Python MCP agent for NotebookLM-oriented workflows, document orchestration, knowledge extraction, and local automation experiments

N

NotePM MCP Server

k-ibaraki

No description yet

N

notion-export-mcp-server

syucream

A MCP server that accesses Notion via unofficial API to export pages

A

ATTRACTOR Verification, State & Evidence

NovanBaillif

Verify artifacts, hand off public state, and record, check and find evidence about capabilities.

O

Obelinf

Obelinf

MCP server for Obelinf, the network documentation platform. Sites, racks, devices, IPs, VLANs

O

Obsidian MCP Lite

yokarilight

A TypeScript-based MCP server for Obsidian, providing a simple interface to interact with Obsidian vaults

O

Obsidian MCP Module

cconstable

MCP server for Obsidian notes

O

ObsiMCP

IAMLEIzZ

An Obsidian server for the Model Context Protocol (MCP)

K

Kebivo

OCNAI

Self-hosted inbox for questions your AI agents couldn't answer. Report knowledge gaps over MCP

A

Anytype (self-hosted HTTP)

ohneben

Self-hosted Anytype MCP server: the full Anytype API as an always-on Docker + HTTP endpoint

N

nanomem

OmBansod2

Memory that knows when a remembered fact has been replaced, not just when it was written

O

OpenClaw Memory Health

ladyiceberg

External QA layer for OpenClaw memory — diagnose, guard, and remediate your agent's memory.

D

dark-memory-mcp

Opita-Code

Persistent memory and vibe-loop engine for AI agents. Single Go binary, SQLite-backed, stdio MCP

P

Project Noosphere

projectnoosphere.org

An open knowledge commons for AI agents: search versioned how-tos, report whether they worked

A

AI Agents Archive

panagot

Paid sealed handoffs for agents: unlock research trails (x402/Base USDC); file work and failures

P

plexus

pcas-io

Typed on-prem knowledge graph for AI agents — read-only for humans, write-only for agents via MCP.

D

Dbpedia

pipeworx-io

DBpedia MCP — SPARQL + Lookup over Wikipedia-derived structured data

M

MemoraEU

pquattro

Zero-knowledge persistent memory for Claude: encrypted, semantic search, EU hosted

P

Prem MCP Server

ucalyptus

Implementation of an MCP server to use the Prem SDK.