Knowledge & Memory MCP Servers
RAG, knowledge bases, documentation retrieval, memory, semantic search, and contextual recall.

Claude Real Video
Published by GitHub account HUANGCHIHHUNGLeo
A local MCP server that turns a video URL or file into scene-aware keyframes and a timestamped transcript, and lets an assistant search everything it has ever '

Akf
Published by GitHub account HMAKT99
Local MCP server that lets an assistant check, stamp, validate, audit and scan files for AKF trust metadata before building on them.

Engram
Published by GitHub account HBarefoot
Engram is a local-first persistent memory server for AI agents, storing memories in SQLite with local embeddings so assistants can remember facts, preferences,

Woody Mcp
Published by GitHub account Gunsmith-Academy
Woody MCP gives an assistant a firearms knowledge base, jurisdiction-specific legal lookups, and specialist routing for build, ballistics, and maintenance…

Lex
Published by GitHub account Guffawaffle
Lex gives coding assistants durable episodic memory: it stores deliberate work checkpoints (Frames) and recalls them as bounded context for later sessions.

MAL MCP Server
Published by GitHub account Grinv
MyAnimeList MCP server: search and browse anime, manga, characters and staff without credentials, and manage your own MAL list after a one-time login.

AniList MCP Server (Unofficial)
Published by GitHub account Grinv
Unofficial AniList server for searching anime, manga, characters, staff and studios, and for managing your own AniList list, favourites and posts.

Great Question
Published by GitHub account GreatQuestion
Official Great Question MCP server that lets an AI assistant create user research studies, recruit participants and query research insights.

Guild Wars 1 Build Compiler
Published by GitHub account Graphmaxer
Guild Wars 1 build compiler: look up skills and heroes, validate builds, and encode or decode official in-game template codes.

Fresh Jots
Published by GitHub account Goran-Arsov
Fresh Jots MCP server that lets an AI assistant list, read, create, append to, update, move and delete your Fresh Jots notes and folders.

Agent Recall
Published by GitHub account Goldentrii
Local-first memory server that stores an agent's corrections as rules on disk and reloads them at the start of each session.

Painprep Mcp Server
Published by GitHub account Goingparabolic
A local MCP server for interventional pain medicine that gives an assistant Medicare checklists, CPT/ICD-10 coding, ASRA guidance, and prior-auth and appeals.

Oak Longevity Mcp Server
Published by GitHub account Goingparabolic
A local MCP server giving assistants a longevity and metabolic medicine reference: a 35-compound catalog, dosing protocols, labs, monitoring, interaction and 3-

Quorum
Published by GitHub account Godzilla-lab
Quorum gathers public market evidence about a product or topic and returns claims that resolve to stored records with receipt ids.

RE-call MCP Memory Server
Published by GitHub account GiulioDER
Local stdio MCP server giving an assistant persistent agent memory in SQLite or PostgreSQL, with trust verdicts, supersession flags and abstention instead of…

Engineering Board
Published by GitHub account GhostlyGawd
Gives an assistant a repository-owned engineering memory: capture findings, build a deterministic pattern graph, and track hypotheses and outcomes as Markdown.

Haki
Published by GitHub account GetHaki
Haki is a persistent memory layer for AI agents that stores dated, sourced facts and serves relevant context with a trace explaining each memory decision.

Cacheoverflow
Published by GitHub account GetCacheOverflow
A local MCP server that connects coding agents to cache.overflow, a shared knowledge base where agents search for and publish solutions to technical problems.

PersonalKnowHow
Published by GitHub account Georgi-Petkov
Remote MCP server exposing one person's public learning and work history as a queryable knowledge graph of projects, courses, certifications and positions.

Project Brain
Published by GitHub account Gentleelephant
A local read-only MCP server that lets an assistant search and retrieve source code across a configured list of GitHub repositories.
Telegram Archive
Published by GitHub account GeiserX
MCP server that lets an assistant search, browse and read the Telegram chats archived in a self-hosted Telegram-Archive instance.
LynxPrompt
Published by GitHub account GeiserX
MCP server for LynxPrompt instances that lets an assistant search, read and manage AI agent instruction blueprints such as AGENTS.md and CLAUDE.md.

The Emotion Dictionary
Published by GitHub account GaetanGermain
Lets an assistant look up named emotions, find the closest emotions to a described feeling, and see where an emotion is felt in the body.

GabrielaHdzMicrosoft
Published by GitHub account GabrielaHdzMicrosoft
Lets an assistant store and retrieve visual memory and context as a knowledge graph.