Knowledge & Memory MCP Servers
RAG, knowledge bases, documentation retrieval, memory, semantic search, and contextual recall.
24 servers on this page

Hashloom
io.github.davet47
Content-addressed contracts and a verification cache that cut agent context by skipping proven code.

UML Forge
io.github.dave1362
Architecture intelligence, security analysis, and living docs. 14 Mermaid tools.

DataRaum
io.github.dataraum
Pre-computed metadata context engine for AI-driven data analytics

yt-mem-ai
io.github.dasein108
Local YouTube memory: transcribe, embed and search videos, with summaries and highlights.

Roslyn Mcp
io.github.darylmcd
Local-first MCP server for semantic C# analysis & refactoring via Roslyn & MSBuildWorkspace.

Hibp
io.github.darrenjrobinson
A Model Context Protocol (MCP) server for the Have I Been Pwned (HIBP) API

Elesync
io.github.darknodebros
Private local-first AI workspace for shared context, knowledge, tasks, and memories

Ethora Mcp Cli
io.github.dappros
MCP server for the Ethora chat & messaging platform: chat ops, AI agents, RAG, automation.

Mcp Local Rag
io.github.damoqiongqiu
Semantic code & doc search with keyword boost. AST code nav, auto HF mirror, local, privacy-first.

Clean Markdown
io.github.damonwill78-a11y
Any URL to clean, LLM-ready Markdown for RAG. Strips ads, nav, and boilerplate.

Methodology Essay Publisher
io.github.dailyaiagents-cpu
One-shot skill that splits docs/methodology.md into 8 standalone essays, adds a 2-paragraph intro...

Mcp External Memory
io.github.daedalus
An MCP server that gives LLMs persistent, searchable semantic memory

VelesDB Memory
io.github.cyberlife-coder
Offline agentic memory: remember/recall/relate/forget/why over a fused vector+graph+columnar engine

Protein Mcp Server
io.github.cyanheads
MCP Server for 3D protein structural data retrieval & analysis from RCSB PDB, PDBe, and UniProt.

Knowledge Graph RDBMS
io.github.cunicopia-dev
A label property graph on SQLite/Postgres with multi-ontology routing and a gated MCP server.

MCP Gemini
io.github.crunchtools
MCP server for Google Gemini AI - text, image, video, research, and more

Rails AI Context
io.github.crisnahine
45 MCP tools give AI agents live Rails schema, routes, models, and conventions.

rag-rat
io.github.cq27-dev
Repository intelligence, code graph, history, papertrail, and cross-agent memory for coding agents.

YouTube Research MCP
io.github.coyaSONG
Citation-ready YouTube transcript research and optional channel intelligence for AI agents.

Context Lens
io.github.cornelcroi
Semantic search knowledge base with serverless LanceDB. Zero setup, 100% local, 25+ file types

Bookmark Lens
io.github.cornelcroi
Local-first bookmark management with semantic search and AI-powered organization
ContextStream MCP Server
io.github.contextstreamio
ContextStream MCP server for code context, memory, search, and AI tools.

Mcp Server
io.github.contextium-io
Your team's knowledge, always in context. SOPs, coding standards, and workflows for Claude.

Kubernetes Mcp Server
io.github.containers
A Model Context Protocol (MCP) server for Kubernetes and OpenShift