Knowledge & Memory MCP Servers
RAG, knowledge bases, documentation retrieval, memory, semantic search, and contextual recall.
Search Papers
Published by GitHub account Saidiibrahim
Lets an assistant search arXiv papers, analyze versions and citations, and export bibliographies in BibTeX or JSON.
patchwork — Codebase Conventions for AI Agents
Published by GitHub account SaiNarayana-B
Scans a local codebase to mine its coding conventions and exposes them as MCP tools so AI agents follow the project's real style.
Swatgenx
Published by GitHub account SWATGenX
Remote MCP server for SWATGenX that lets an assistant search SWAT+ watershed models, query groundwater and PFAS data, and order and download model builds.
Memex
Published by GitHub account STiFLeR7
Local MCP server that builds a bitemporal Neo4j knowledge graph of a repository and serves engineering context, decisions and problems to coding agents.
rmbr
Published by GitHub account SRock44
rmbr is a local-first memory and retrieval engine that gives an AI assistant a searchable, namespaced memory and document index stored in a single SQLite file.
Unpaywall
Published by GitHub account SMABoundless
A local MCP server that queries the Unpaywall API so an assistant can check open-access availability for scholarly articles by DOI or title.
Semanticscholar
Published by GitHub account SMABoundless
Searches Semantic Scholar's 200M+ paper graph, letting an assistant find papers, authors, citations and recommendations.
Scopus
Published by GitHub account SMABoundless
Lets an assistant search the Scopus scholarly database, retrieve abstracts and author profiles, and export citations as RIS or BibTeX.
Orcid
Published by GitHub account SMABoundless
Lets an assistant search ORCID researcher profiles, read their works, and export citations in RIS or BibTeX.
Crossref
Published by GitHub account SMABoundless
Searches and retrieves scholarly metadata from the Crossref REST API, letting an assistant find papers, journals, authors and references and export citations.
Mediora Mcp
Published by GitHub account SLAtech-IL
Hosted MCP server exposing Mediora.AI's blood-test marker, lab panel, condition and symptom catalog, plus patient lab-result tools behind a login token.
Lex — Temporal Luxembourg and EU Law
Published by GitHub account SFHAJJI
Remote MCP server for dated Luxembourg and EU law: resolve acts, read articles as of a date, diff versions and check provenance.
Mdk Mcp Server
Published by GitHub account SAP
SAP's local MCP server that gives an AI coding assistant MDK knowledge and tools to scaffold, generate, validate, migrate and deploy Mobile Development Kit…
Fiori Mcp Server
Published by GitHub account SAP
SAP Fiori MCP server that lets an AI assistant generate new SAP Fiori apps and modify existing ones, plus search Fiori/UI5 docs.
Saihm Mcp Server Pro
Published by GitHub account SAIHM-Admin
Gives an assistant encrypted, portable persistent memory: store facts and decisions, recall them across sessions, share single memories with other agents, or…
Saihm Mcp
Published by GitHub account SAIHM-Admin
Crypto-free MCP client that gives an assistant eight memory tools (remember, recall, forget, share, status) backed by a custodial SAIHM operator endpoint you…
Cursor History
Published by GitHub account S2thend
Local MCP server that lets an assistant list, search, inspect, export and back up your Cursor AI chat history on your own machine.
Agent Harnesses
Published by GitHub account RyanAlberts
Curated directory of AI agent harnesses: lets an assistant recommend, compare and look up harnesses, guides, templates and skills.
Healthy Aging Atlas
Published by GitHub account RustamIsmail
A remote MCP server for supplement evidence and product data: search evidence records, compare supplements, and look up catalog products, prices and goal-based,
Compendio Mcp
Published by GitHub account RuloGB
Indexes a project's Markdown docs into a local SQLite store and gives agents hybrid keyword-plus-semantic search to find and read the right sections.
Swarmmesh
Published by GitHub account RudrenduPaul
SwarmMesh is a local coordination server that lets an assistant share context and searchable memory with other parallel agent processes.
Swarm Rd Orchestrator
Published by GitHub account RudrenduPaul
A local MCP server exposing an append-only SQLite event log so parallel agents can share findings and pull each other's results by task.
Graphkeeper
Published by GitHub account RudrenduPaul
Lets an AI coding agent query a precomputed graph of which files historically change together in a git repository.
Agenticworkspace
Published by GitHub account RudrenduPaul
Exposes the AgenticWorkspace CLI as one generic MCP tool so an assistant can scan a repo and scaffold a .workspace/ context directory.