Knowledge & Memory MCP Servers
RAG, knowledge bases, documentation retrieval, memory, semantic search, and contextual recall.
Watsonx
Published by GitHub account ExpertVagabond
Lets an assistant call IBM watsonx.ai foundation models for text generation, chat, and embeddings, and list available models.
Volcengine
Published by GitHub account ExpertVagabond
Local MCP server that connects an assistant to ByteDance Volcano Engine's Doubao models for text generation, multi-turn chat and embeddings.
Scientific-Research-Oracle
Published by GitHub account Evozim
A remote MCP endpoint that analyzes scientific literature and aggregates clinical search results for an assistant.
RecallMax-Neural
Published by GitHub account Evozim
A remote MCP endpoint that provides semantic context compression and a cognitive memory layer for LLM swarms.
Neural Graph Mapper
Published by GitHub account Evozim
A remote MCP server that turns unstructured text into queryable semantic knowledge graphs for an AI assistant.
Handoff Tracker
Published by GitHub account Evozim
Handoff Tracker is a remote MCP server that gives an assistant short-term session memory for collaborative agent networks.
Audrey
Published by GitHub account Evilander
Local-first memory for coding agents: stores project memories, recalls them at session start, and checks proposed shell or edit actions against past failures.
Stellavault
Published by GitHub account Evanciel
A local-first MCP server that lets an assistant search, question, draft from and analyze an Obsidian-style markdown vault, with no API keys.
ontomics
Published by GitHub account EtienneChollet
ontomics builds a local semantic index of a codebase's domain concepts and lets a coding agent query concepts, naming conventions, and similar logic in one…
Forage - MCP Server for AI Agents
Published by GitHub account ErnestaLabs
Remote MCP server giving agents web search, scraping, B2B lead and company data, plus a shared persistent knowledge graph, on a pay-per-call basis.
Open Notebook
Published by GitHub account Epochal-dev
Lets an assistant manage Open Notebook notebooks, sources, notes, and chat sessions, and run vector search or AI questions against them.
Humanity Commons
Published by GitHub account Enrico55
Remote MCP server for Humanity Commons, a federated public knowledge network where an assistant can list, read, verify, submit and critique signed knowledge and
Pagerunner — The Browser Layer That Learns
Published by GitHub account Enreign
Chrome automation MCP server that drives a real Chrome session using your existing profiles, cookies and logins, with optional PII anonymization.
Source Library
Published by GitHub account Embassy-of-the-Free-Mind
Remote MCP server for Source Library, letting an assistant search, read and cite rare pre-modern books with English translations and page images.
Source Library
Published by GitHub account Embassy-of-the-Free-Mind
Searches, reads and cites a library of 22,000+ rare pre-modern texts with AI English translations, plus a searchable image gallery.
OmniClip RAG
Published by GitHub account EllisMorrow
A read-only Windows MCP server that lets an assistant check readiness and search locally built indexes of private Markdown, PDF and Tika-backed documents.
Caelune
Published by GitHub account EllisMorrow
A read-only Windows MCP server that lets an assistant search private local Markdown, PDF and Tika-backed knowledge bases built with the Caelune desktop app.
Ozav Mcp Server
Published by GitHub account ElToro1855
Public knowledge server that gives an assistant 55 curated categories on Brazilian foreign exchange, IOF tax, US accounts, stablecoins and international…
Calm Mcp
Published by GitHub account Eilodon
A local MCP server that gives coding agents a live, hash-verified call graph of a codebase so they can trace callers and edit code with safety gates.
EduBase
Published by GitHub account EduBase
Connects an assistant to an EduBase account so it can create questions, quiz sets and exams, manage users and classes, and analyze results.
Paper Distill MCP
Published by GitHub account Eclipse-Cj
A local MCP server that lets an assistant search 11 academic paper sources, rank and curate results, and deliver digests to chat platforms, Zotero and Obsidian.
EQIQs
Published by GitHub account EQIQs
EQIQs gives an assistant 21-framework personality profiles, compatibility scores and team insights for coaching and team development.
EOxElements
Published by GitHub account EOX-A
A documentation server that lets an assistant look up EOxElements geospatial web components: their attributes, properties, events, methods, slots and CSS parts.
Locus
Published by GitHub account EDKarlsson
Locus is a local MCP server that gives an assistant a hierarchical markdown "memory palace" it can list, read, search and write on demand.