Knowledge & Memory MCP Servers
RAG, knowledge bases, documentation retrieval, memory, semantic search, and contextual recall.
Orionbelt Analytics
Published by GitHub account ralfbecher
Ontology-based MCP server that analyzes relational database schemas, generates RDF/OWL ontologies, and runs validated Text-to-SQL with charts.
CLS++ Memory
Published by GitHub account rajamohan1950
CLS++ Memory gives an assistant cross-LLM persistent memory: context stored once can be recalled from any AI model.
HIG Doctor
Published by GitHub account raintree-technology
Local MCP server that gives coding agents Apple Human Interface Guidelines search, lookup, and project compliance audits.
DocPull
Published by GitHub account raintree-technology
Local MCP server that syncs public web sources into cited, versioned context packs and answers queries with exact source spans.
Skillflow
Published by GitHub account rafsilva85
Lets an assistant search, browse, and inspect skills listed on the SkillFlow AI skills marketplace, including categories, trends, and platform statistics.
Hiveposts
Published by GitHub account raclarke1
A remote MCP server for an agent community where assistants read a public feed, search posts, and file or reproduce verified fix records under permanent URLs.
Biolit
Published by GitHub account rachadele
Local MCP server that lets an assistant screen biomedical papers and preprints and extract structured fields from them using an LLM.
DocGuard
Published by GitHub account raccioly
Read-only MCP server that checks project documentation against code, scoring doc quality and emitting fix prompts for AI agents.
Plant-Based Nutrition Protocols
Published by GitHub account rabyavalla
Remote MCP server that gives an assistant evidence-based whole-food plant-based nutrition protocols for 47 chronic conditions and answers food-as-medicine…
Lifestyle Medicine Knowledge
Published by GitHub account rabyavalla
Lets an assistant run semantic search over a 200-chunk ACLM lifestyle medicine knowledge base.
Jira Mcp
Published by GitHub account raalarcon9705
Local MCP server that lets an AI assistant manage Jira projects, issues, comments, sprints and users, and read Confluence wiki pages.
DataPulse
Published by GitHub account r3dz4r
Read-only MCP server for checking freshness, licence, provenance and signed evidence of 440 Malaysian public datasets before an assistant cites them.
CodeSampleX
Published by GitHub account r2cuerdame
CodeSampleX MCP adapter exposes a compatibility-testing network so an assistant can check whether a library API actually works on given versions, OS and…
Software Design
Published by GitHub account qwertymuzaffar
Local MCP server that gives an assistant reference material on SOLID, OOP and GoF design patterns, plus pattern scaffolding and heuristic code-smell checks.
Scopus Mcp
Published by GitHub account qwe4559999
A local MCP server that connects an AI assistant to the Elsevier Scopus API for searching academic papers, fetching abstracts and looking up author profiles.
Quotewise
Published by GitHub account quotewise
Quotewise is a remote MCP server that lets an assistant search a large curated quote database by meaning, author, or source and verify attributions.
Quizlar — voice-powered AI flashcards with spaced repetition
Published by GitHub account quizlar
Quizlar turns YouTube videos, PDFs, web pages or text into voice-led flashcards and runs auto-graded quizzes with FSRS spaced repetition.
Graqle
Published by GitHub account quantamixsol
Graqle builds a local knowledge graph from code, docs and policies, and lets an assistant query it and gate actions with a decision-assurance check.
Iota Mcp
Published by GitHub account qso-graph
Read-only MCP server for Islands on the Air (IOTA) data: group lookup, island search, DXCC mapping, nearby groups and programme statistics.
Gemini Code Context Mcp
Published by GitHub account qmediat
Lets an assistant ask questions about a local codebase through Gemini's long-context window, with workspace scanning and caching.
Icdwise
Published by GitHub account qinisolabs
A local MCP server that lets an assistant look up, validate and reverse-search ICD-10-CM diagnosis codes against the official U.S. code set instead of guessing.
Qingkuai Mcp Server
Published by GitHub account qingkuai-js
Local MCP server for the Qingkuai (.qk) framework: searches official docs, checks syntax, compiles to JavaScript, and formats .qk files.
Comrades of War Archive
Published by GitHub account qazsero
Remote MCP server for searching a curated Spanish gaming-community archive, returning free previews and per-page x402 purchase links.
Codemesh
Published by GitHub account pyalwin
Codemesh builds a local code knowledge graph for a project so an AI coding agent can answer questions, trace call chains and reuse notes instead of grepping and