Knowledge & Memory MCP Servers
RAG, knowledge bases, documentation retrieval, memory, semantic search, and contextual recall.
Dynamik Public Data
Published by GitHub account DynamikOrbits
Remote MCP server for exploring Dynamik's public dataset catalog: search datasets, read metadata, and get sample links for public releases.
Ace Context Mcp
Published by GitHub account Dw-Dwain
Local-first memory server that lets an assistant save chat context in one conversation and load it in another over MCP.
Nebulamind
Published by GitHub account DuhoKim
Connects an assistant to NebulaMind, an AI-maintained astronomy wiki, to read pages, propose edits, vote on evidence and ask astronomy questions.
Sports Context Protocol
Published by GitHub account Dswane
Local MCP server giving sports agents a golf course's operating context, booking and pricing safety checks, a decision ledger and self-learning memory.
Fonto Docs
Published by GitHub account DrRataplan
Remote MCP server that gives an assistant searchable, Markdown-converted access to the Fonto (FontoXML) documentation and its API reference.
Supstack
Published by GitHub account DrBaher
Supstack exposes evidence-based supplement research, dosing, safety and interaction lookups as MCP tools, backed by the public SupStack API.
Hivelore
Published by GitHub account Doucs91
Hivelore is a local MCP server that briefs coding agents on a repo's team knowledge and blocks commits that repeat documented mistakes.
ContextLayer
Published by GitHub account DotNova
Lets an assistant query and manage an organization's knowledge graph, projects, tasks, teams, sessions, and documents through ContextLayer.
DollhouseMCP
Published by GitHub account DollhouseMCP
Local MCP server that lets an assistant create, activate and manage modular personas, skills, templates, agents, memories and ensembles stored in a local folder
DojoGenesis
Published by GitHub account DojoGenesis
A local methodology library for coding agents: search and invoke 99 development skills, apply seed thinking patterns, reflect, and write ADR decision records.
DocSlicer
Published by GitHub account DocSlicer
A local document parser that lets an assistant outline large PDFs, Word, PowerPoint and HTML files and read only the sections it needs.
mcp-vl-msa-rs
Published by GitHub account DioNanos
Local MCP stdio server giving an AI assistant a searchable long-term memory: BM25 corpus recall over indexed documents, with original-text retrieval and…
mcp-memory-rs
Published by GitHub account DioNanos
Local-first MCP memory server that gives an assistant persistent, versioned JSON memory categories with full-text search and optional device sync.
Colour Memory
Published by GitHub account DigbyO
A remote colour archive service that lets an assistant look up named colours with cultural provenance, build palettes, and check accessibility and brand usage.
A Mem Mcp
Published by GitHub account DiaaAj
A local MCP server that gives coding agents a self-evolving, graph-structured memory store for project knowledge.
Oorep Mcp
Published by GitHub account Dhi13man
An MCP server that lets an assistant search OOREP's homeopathic repertory and materia medica reference data and look up remedy information.
Forensic Deepdive
Published by GitHub account Dhevenddra
Builds a persistent code knowledge graph of a repository and exposes 9 MCP tools so an assistant can query structure, impact, history and cross-stack flows.
KnowledgeRail
Published by GitHub account Deviank88
KnowledgeRail is a local MCP server that gives coding agents persistent, evidence-backed project knowledge and task context.
Laver Mcp
Published by GitHub account Developyn
MCP server for Laver that lets an assistant read and drive kanban boards, tickets, subtasks, comments and the workspace wiki.
Codebase Memory
Published by GitHub account DeusData
Local codebase knowledge graph server that lets an assistant index a repository and query its architecture, call graph and code with far fewer tokens.
Connapse
Published by GitHub account Destrayon
Self-hosted knowledge backend that gives AI assistants persistent, searchable memory over your documents through hybrid vector and keyword search.
hubmesh
Published by GitHub account DemigodDSK
Exposes a deterministic, LLM-free GraphRAG retrieval planner over your vector database, with tools for indexing, multi-hop retrieval, entity resolution, and…
Ara — audits d'accessibilité RGAA
Published by GitHub account DavidPivert
Unofficial MCP server that lets an assistant create, fill in, publish and export RGAA 4.1 accessibility audits on the French Ara platform.
Shelfmark
Published by GitHub account Dankaro-projects
Lets an assistant search a local, metadata-only catalogue of your documents so it can pick relevant files before opening them.