Knowledge & Memory MCP Servers
RAG, knowledge bases, documentation retrieval, memory, semantic search, and contextual recall.
Rolling Edition
ai.rollingeditionOfficial publisher
Lets an assistant list, search, read and cite Rolling Edition technical books whose code examples are tested on each edition's pinned versions.

Monthlet
ai.monthlet
Bridge that lets MCP clients search, read and optionally edit the notes in a local monthlet vault through the running monthlet app.
Memexa
ai.memexaOfficial publisher
Hosted memory service that lets an AI assistant keep notes and documents as a knowledge graph, EU-hosted and reached over MCP.

Heliyos
ai.heliyos
Connects an AI assistant to a Heliyos revenue workspace so it can read and change CRM records, notes, tasks, workers and reviews.
Harny Context
ai.harnyOfficial publisher
Harny Context is a remote MCP server that gives an assistant long-term memory, connected accounts and actions behind one API key.
Graphlog Career
ai.graphlogOfficial publisher
Graphlog Career keeps a personal career record that an AI assistant can read and update to build CVs, cover letters and interview prep.
Verde
ai.getverdeOfficial publisher
A remote MCP server giving assistants shared, permission-aware team memory to recall, save, and keep knowledge current.

Counterparts
ai.counterparts
Local-first long-term memory for Claude Code and Claude Desktop: the assistant writes notes about you and your projects and recalls them in later sessions.
Artifactry
ai.artifactryOfficial publisher
Artifactry lets an assistant search, read and save your team's AI-generated work — code, documents and diagrams — from a hosted remote endpoint.

Distill Mcp
Published by GitHub account Bytestay
Converts web pages or supplied HTML into clean Markdown for AI agents via the paid Distill API, respecting robots.txt and AI opt-outs.
Field Notes
io.bitbucket.markedet
Serves checked field notes on agent errors — pitfall cards, deprecated models and login routes — with fixes, verify steps and sources, plus a free AI-written…
AstroCalc: Vedic astrology
in.astrocalcOfficial publisher
Remote MCP server that computes Vedic (Jyotish) birth charts, kundli matching, dasha periods and yoga rarity for an assistant.

cobuilt
dev.cobuiltOfficial publisher
Publishes an approved "build receipt" describing how a project was built and how AI was involved to cobuilt.dev.
SDD Vault
com.sddvaultOfficial publisher
Remote MCP endpoint for a Spec Driven Development store where AI agents read and write constitutions, specs, plans and tasks.
OraFabric Medical Ontology Knowledge Base
com.orafabricOfficial publisher
Remote MCP endpoint giving assistants expert-structured medical ontologies, relationships and evidence for research and reasoning.
Learn Python with Hypnotic Patterns
cloud.donerOfficial publisher
A remote teaching server that walks an assistant through a Python course built on short numpy and matplotlib math patterns, with lessons, scripts and answer…
Purple8 — AI-Native Application Backend
ai.purple8.www
Remote MCP backend that gives an AI assistant 176 tools to build and run app data, auth, workflows, SLAs, human-in-the-loop and RAG.
Purple8 DocIntel
ai.purple8.www
Remote MCP server that turns documents in 70+ formats and 75+ languages into LPG/RDF entities and tables through 13 tools.
MemScope
ai.memscopeOfficial publisher
MemScope is a remote MCP server that gives an assistant governed organizational memory, returning only the memories the signed-in person is allowed to see.

Ankra Docs
ai.ankraOfficial publisher
Ankra Docs's hosted MCP server, published by ankra.ai; no sign-in required; Streamable HTTP; 3 tools.
SparkReady
xyz.sparkreadyOfficial publisher
Educational MCP server explaining Australian and NSW household solar, battery, insulation and energy-loan basics, with simple bill-savings arithmetic.
Conscius
us.consciOfficial publisher
Conscius is a shared, open store of short, sourced facts that an assistant can search, look up, and contribute to instead of searching the web.

FixMyPrompt
net.fixmypromptOfficial publisher
FixMyPrompt stores per-project memories and lessons for coding agents, checks and fixes agent instruction files, and serves them over a remote MCP endpoint.
gitmanual
Published by GitHub account zainudinnoori
Remote MCP server that turns any GitHub repository into a per-system setup manual and a ready-to-read setup script.