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

YouTube Translate
Published by GitHub account brianshin22
Hosted MCP server that lets an assistant pull transcripts, translations, subtitles, summaries and in-video search results from public YouTube videos.

Llmgraph
Published by GitHub account brainfoods-studio
Local MCP server that gives a coding agent proven call-graph answers: who calls a function, what breaks if it changes, and what it cannot see.

K-12 Educational Tools & Curriculum Catalog (Math, Reading, Spanish)
Published by GitHub account birkanyavuz
Read-only, no-auth MCP server serving a K-9 classroom activity catalog and published curriculum word lists (Dolch, CVC, Spanish syllables, Turkish-English).

知一刻 Zhiyike
Published by GitHub account biletian
Free read-only remote MCP for verified Chinese AI news, daily and weekly reports, a product and concept library, and saved GitHub AI trending snapshots.

Austrian Parliament (Nationalrat, Bundesrat)
Published by GitHub account bernhardbrugger
Unofficial MCP server for the Austrian Parliament that lets an assistant search speeches, votes, bills, inquiries, committees and members, with source links.

Mayorana
Published by GitHub account bennekrouf
Read-only access to mayorana.ch: search and read its desktop apps, release notes, blog articles, learning paths and pricing plans.

OpenMem
Published by GitHub account bcmyguest
OpenMem gives coding agents a persistent memory layer through stable memory_* tools backed by a swappable provider (Hindsight, mem0 or Cognee).

Lancelot
Published by GitHub account ayers-software-repair
Lets an assistant search and retrieve passages from a local LanceDB document database, with text search or OpenAI vector search.

RepoCanon
Published by GitHub account awalhadi
AGENTS.md and project memory for AI coding agents that stays correct: rules checked against git

ARKOSCOPE Public Sources
Published by GitHub account arkoscope
A local, read-only MCP server that lets an assistant look up projects in a bundled, dated public crypto source registry with evidence status.

ARKOSCOPE Public Sources
Published by GitHub account arkoligue
Local read-only MCP server that lets an assistant look up projects in the public ARKOSCOPE crypto source registry, with evidence status and check dates.

Omega Mcp
Published by GitHub account aien-dev
Lets an assistant compile and run Omega (.om) programs in a sandboxed local process, and look up Omega errors, traps and keywords.
AgentRQ
Published by GitHub account agentrq
AgentRQ is a remote task-management and orchestration platform where an AI assistant can create, work on and coordinate tasks across isolated workspaces.

kube-noob
Published by GitHub account aashishmahajan
Offline-first Kubernetes, OpenShift, ROSA HCP, Helm and RHACS audit, debugging and cited-docs tools for an assistant, with no model of its own.

knowledge
Published by GitHub account To0wnn
Self-hosted shared memory of plain Markdown notes that Claude Code, Codex and Antigravity agents read and write across your own PCs.
Covate
Published by GitHub account SunflowersLwtech
A local learning sidecar for AI coding assistants: quizzes on recent code changes, a project debug memory, and programming term lookups.

ruTS-mcp
Published by GitHub account SergeyShk
Local MCP server exposing the ruTS library so an assistant can measure Russian text statistics instead of judging them by eye.

Kemory
Published by GitHub account SeKondBrainAILabs
Kemory connects MCP clients to a persistent memory vault for AI agents, so an assistant can store, recall and search memories across sessions.

BRICO feature memory
Published by GitHub account ScienceWerx-Inc
BRICO feature memory lets a coding agent find features you built in other projects, judge how well they fit the current one, and reuse them.

Tabularium
Published by GitHub account SQLazy
Agent memory and a signed spending ledger: pay any x402 API, keep a provable receipt.

Trials & Drug Resolver
Published by GitHub account Postlytllp
Local MCP server that harmonises drug names and clinical trial records using public, licence-clean APIs, with optional embedding and LLM-assisted matching.

Convocore
Published by GitHub account Moe03
Convocore lets an assistant build, configure and operate customer-facing AI voice and chat agents across web, WhatsApp and phone from chat.

OpenFree
Published by GitHub account MkThingsHQ
Remote MCP server that lets an assistant search and read a curated directory of free and open-source AI tools for indie makers on OpenFree.

MkSaaS Docs
Published by GitHub account MkSaaSHQ
Remote MCP server that lets an assistant search published MkSaaS documentation in English or Chinese and get ranked public page links.