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Knowledge & Memory

Knowledge & Memory MCP Servers

RAG, knowledge bases, documentation retrieval, memory, semantic search, and contextual recall.

Rolling Edition

ai.rollingeditionOfficial publisher

Verified

Lets an assistant list, search, read and cite Rolling Edition technical books whose code examples are tested on each edition's pinned versions.

Streamable HTTPWeb executable
Knowledge & Memory6 toolsNov 7, 2026

Monthlet

ai.monthlet

Verified

Bridge that lets MCP clients search, read and optionally edit the notes in a local monthlet vault through the running monthlet app.

STDIODesktop only
Knowledge & MemoryNot validated yetNov 7, 2026

Memexa

ai.memexaOfficial publisher

Verified

Hosted memory service that lets an AI assistant keep notes and documents as a knowledge graph, EU-hosted and reached over MCP.

Streamable HTTPWeb executableAuth
Knowledge & MemoryCredential requiredNov 7, 2026

Heliyos

ai.heliyos

Verified

Connects an AI assistant to a Heliyos revenue workspace so it can read and change CRM records, notes, tasks, workers and reviews.

STDIODesktop only
Knowledge & MemoryNot validated yetNov 7, 2026

Harny Context

ai.harnyOfficial publisher

Verified

Harny Context is a remote MCP server that gives an assistant long-term memory, connected accounts and actions behind one API key.

Streamable HTTPWeb executable
Knowledge & Memory1 toolNov 7, 2026

Graphlog Career

ai.graphlogOfficial publisher

Verified

Graphlog Career keeps a personal career record that an AI assistant can read and update to build CVs, cover letters and interview prep.

Streamable HTTPWeb executableAuth
Knowledge & MemoryCredential requiredNov 7, 2026

Verde

ai.getverdeOfficial publisher

Verified

A remote MCP server giving assistants shared, permission-aware team memory to recall, save, and keep knowledge current.

Streamable HTTPWeb executableAuth
Knowledge & MemoryCredential requiredNov 7, 2026

Counterparts

ai.counterparts

Verified

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.

STDIODesktop only
Knowledge & MemoryNot validated yetNov 7, 2026

Artifactry

ai.artifactryOfficial publisher

Verified

Artifactry lets an assistant search, read and save your team's AI-generated work — code, documents and diagrams — from a hosted remote endpoint.

Streamable HTTPWeb executableAuth
Knowledge & MemoryCredential requiredNov 7, 2026

Distill Mcp

Published by GitHub account Bytestay

Verified

Converts web pages or supplied HTML into clean Markdown for AI agents via the paid Distill API, respecting robots.txt and AI opt-outs.

STDIODesktop only
Knowledge & MemoryNot validated · the package type cannot run in the sandboxNov 6, 2026

Field Notes

io.bitbucket.markedet

Verified

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…

Streamable HTTPWeb executable
Knowledge & Memory5 toolsNov 6, 2026

AstroCalc: Vedic astrology

in.astrocalcOfficial publisher

Verified

Remote MCP server that computes Vedic (Jyotish) birth charts, kundli matching, dasha periods and yoga rarity for an assistant.

Streamable HTTPWeb executable
Knowledge & Memory6 toolsNov 6, 2026

cobuilt

dev.cobuiltOfficial publisher

Verified

Publishes an approved "build receipt" describing how a project was built and how AI was involved to cobuilt.dev.

Streamable HTTPWeb executableAuth
Knowledge & MemoryCredential requiredNov 6, 2026

SDD Vault

com.sddvaultOfficial publisher

Verified

Remote MCP endpoint for a Spec Driven Development store where AI agents read and write constitutions, specs, plans and tasks.

Streamable HTTPWeb executable
Knowledge & MemoryNot indexed yetNov 6, 2026

OraFabric Medical Ontology Knowledge Base

com.orafabricOfficial publisher

Verified

Remote MCP endpoint giving assistants expert-structured medical ontologies, relationships and evidence for research and reasoning.

Streamable HTTPWeb executableAuth
Knowledge & MemoryCredential requiredNov 6, 2026

Learn Python with Hypnotic Patterns

cloud.donerOfficial publisher

Verified

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…

Streamable HTTPWeb executable
Knowledge & Memory6 toolsNov 6, 2026

Purple8 — AI-Native Application Backend

ai.purple8.www

Verified

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.

Streamable HTTPWeb executableAuth
Knowledge & MemoryCredential requiredNov 6, 2026

Purple8 DocIntel

ai.purple8.www

Verified

Remote MCP server that turns documents in 70+ formats and 75+ languages into LPG/RDF entities and tables through 13 tools.

Streamable HTTPWeb executableAuth
Knowledge & MemoryCredential requiredNov 6, 2026

MemScope

ai.memscopeOfficial publisher

Verified

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.

Streamable HTTPWeb executableAuth
Knowledge & MemoryCredential requiredNov 6, 2026

Ankra Docs

ai.ankraOfficial publisher

Verified

Ankra Docs's hosted MCP server, published by ankra.ai; no sign-in required; Streamable HTTP; 3 tools.

Streamable HTTPWeb executable
Knowledge & Memory3 toolsNov 6, 2026

SparkReady

xyz.sparkreadyOfficial publisher

Verified

Educational MCP server explaining Australian and NSW household solar, battery, insulation and energy-loan basics, with simple bill-savings arithmetic.

Streamable HTTPWeb executable
Knowledge & Memory10 toolsNov 6, 2026

Conscius

us.consciOfficial publisher

Verified

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.

Streamable HTTPWeb executable
Knowledge & Memory4 toolsNov 6, 2026

FixMyPrompt

net.fixmypromptOfficial publisher

Verified

FixMyPrompt stores per-project memories and lessons for coding agents, checks and fixes agent instruction files, and serves them over a remote MCP endpoint.

Streamable HTTPWeb executableAuth
Knowledge & MemoryCredential requiredNov 6, 2026

gitmanual

Published by GitHub account zainudinnoori

Verified

Remote MCP server that turns any GitHub repository into a per-system setup manual and a ready-to-read setup script.

Streamable HTTPWeb executable
Knowledge & Memory2 toolsNov 6, 2026