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

Infernoflow
Published by GitHub account ronmiz
Git-native memory for coding agents: gotchas, decisions and bookmarks as plain text in your repo.

PDFluent
Published by GitHub account pdfluent
Read, search and fill PDFs as markdown, text, tables, forms. Your documents stay on your machine.

mcpsurfr
Published by GitHub account nkapila6
Keyless local web search MCP server that queries several engines, re-ranks results on your machine and returns only the relevant passages or full pages.

HTPD
Published by GitHub account narendrachampaneri
Reads HTPD bundles (PDFs converted into sectioned documents) so an assistant can answer questions with exact text and page numbers.

Atris
Published by GitHub account atrislabs
Atris gives an assistant a repo-based AI workspace: run campaigns, extract or search brand design systems, and keep project memory, tasks and verified work.
Quasar product guide
com.nuzzodevstudioOfficial publisher
Read-only remote guide to Quasar, an AI-agent-first project management tool, letting an assistant browse, search and read its chapters.
K2 Study Decks & Algorithm
com.k2kanjiOfficial publisher
Remote MCP server exposing eight curated language study decks, Rubik's cube algorithm sets, and the K2 spaced-repetition engine for lookup and simulation.

Nodary
ai.nodaryOfficial publisher
Nodary is a remote MCP server that gives an assistant read and write access to a linked team workspace of docs, wikis, sheets, diagrams, boards and reviews.
АРТпротект
ru.artprotectOfficial publisher
Russian copyright and trademark protection assistant: searches АРТпротект's site, estimates compensation, drafts claims and verifies deposit certificates.

Agent Wikis
Published by GitHub account tonbistudio
Read-only MCP bridge to Agent Wikis, maintained knowledge bases an assistant can list, search and read with scope and confidence signals.

crewlore
Published by GitHub account srijansk
Serves a repo's compiled team-knowledge book to an assistant, so it can query cited claims from coding-agent sessions and pull requests.

URL to Markdown (Article Extractor)
Published by GitHub account kitedesk-erm
Local MCP server that fetches a public web page and returns its main article content as clean Markdown or plain text for the assistant.
pg.ddx.io: the PostgreSQL community's memory
io.ddx.pgOfficial publisher
pg.ddx.io: the PostgreSQL community's memory's hosted MCP server, published by pg.ddx.io; no sign-in required; Streamable HTTP; 29 tools.
Manusights
com.manusightsOfficial publisher
Manusights is a remote MCP server that lets an assistant verify references, look up journal AI policies, and run pre-submission manuscript previews.

AiNecto
com.ainectoOfficial publisher
AiNecto gives an assistant shared project memory — documents, ERDs, diagrams, boards and mockups — through a hosted MCP endpoint or a local bridge, gated by…
Sandooq product
app.sandooqOfficial publisher
Read-only access to Sandooq product facts: subscription plans and prices, MENA market tax and currency details, and site pages as Markdown.
Real Alpha
app.realalphaOfficial publisher
Searches Real Alpha's curated moments from long interviews with AI founders and researchers, returning quotes, speakers, dates and citable links.

West Virginia Rules
Published by GitHub account pipeworx-io
Searches and reads West Virginia's Code of State Rules, letting an assistant find agency rules, compare versions and pull rule text.

Jpo Patent Info
Published by GitHub account pipeworx-io
JPO patent information: Japanese patent, utility model and trademark status from the Japan Patent…

Matrix
Published by GitHub account matthiasnordwig
Builds a local semantic index over your document folders so an assistant can answer questions with file, page and passage citations.

Unseen Workflow Compiler
Published by GitHub account eyeinthesky6
Turns SOPs, policies and playbooks into source-grounded workflow diagrams as SVG, Mermaid, Excalidraw and a Studio link.
RocketVault Public Knowledge and Marketplace
Published by GitHub account cadenlpicard
Remote MCP server for searching RocketVault's public product documentation and browsing anonymous public card marketplace listings.

Citation Dialogue
Published by GitHub account 6forwater29
Local MCP bridge that lets Claude Desktop or Codex explore the active Zotero citation graph and save source-linked research notes to Obsidian or Notion.

Sparks
gr.6x7Official publisher
Remote MCP server for the Sparks idea notebook that lets an assistant find, capture and organize notes, projects and subtasks.