Knowledge & Memory MCP Servers
RAG, knowledge bases, documentation retrieval, memory, semantic search, and contextual recall.
NeoDemos
Published by GitHub account NeoDemosHQ
NeoDemos gives an assistant source-anchored tools for Dutch municipal council work: drafting council documents, reviewing texts, and citing sources.
Saferagenticai Mcp
Published by GitHub account NellInc
Read-only MCP server exposing the Safer Agentic AI framework — 239 patterns and 15 operational heuristics — so an assistant can look up safety guidance while…
Psychopathia Mcp
Published by GitHub account NellInc
Read-only access to the Psychopathia Machinalis research taxonomy, letting an assistant browse entries, rank behavioural candidates and fetch draft probes.
Graphlens Mcp
Published by GitHub account Neko1313
A local MCP server that builds a semantic code graph of a project so coding agents can search symbols and trace callers, callees and references instead of grepp
Vector Memory
Published by GitHub account NeerajG03
A local MCP server that gives an assistant semantic document memory backed by a Redis vector store, so it can save files and recall them with natural language.
Nativ
Published by GitHub account Nativ-Technologies
Lets an assistant translate and localize text, images, audio, and subtitles using Nativ's translation memory, glossaries, and brand voice.
OCL Context Layer
Published by GitHub account Nantiai
Reference MCP server that supplies scoped business meaning for Odoo records so an AI agent can interpret fields and resolve ambiguous terms.
Locus
Published by GitHub account Nano-Nimbus
A local MCP server that gives an AI assistant a hierarchical markdown memory palace it can list, read, search and write, loading only the rooms it needs.
Nan Forget
Published by GitHub account NaNMesh
A local-first long-term memory server that lets an AI coding assistant save, search and recall decisions, preferences and facts across sessions and projects.
Lossless Context Mcp
Published by GitHub account NORTHTEKDevs
A local flight recorder for coding-agent context: it archives the file versions an agent was shown so a compaction can be restored, packed, blamed and receipted
Genome
Published by GitHub account NORTHTEKDevs
Fully local memory for AI agents: zero-LLM ingest, semantic recall, air-gapped, auditable.
Dubstrata
Published by GitHub account MuzikayiseKhuzwayo
Dubstrata is a local MCP server that connects an assistant to a causal financial and narrative CDN offering Graph RAG and deep research reports.
Octocode
Published by GitHub account Muvon
Octocode's local MCP server; no sign-in required; STDIO; 4 tools.
Octobrain
Published by GitHub account Muvon
Persistent memory for AI assistants with semantic search and knowledge graph relationships.
Aurora Agent
Published by GitHub account MurariAmbati
Aurora Agent is a local MCP server and CLI that compiles typed decision queries into a minimal evidence region, with a certificate stating what was omitted.
Citecite Mcp
Published by GitHub account MukundaKatta
Lets an assistant add, read, or remove [N] citation markers in RAG-generated text.
Atlassian Dc Mcp Confluence
Published by GitHub account MrRefactoring
Lets an AI assistant read, search, and manage content on a self-hosted Confluence Data Center instance through MCP tools.
Engram Cc
Published by GitHub account Morous-Dev
Local memory layer for AI coding assistants that captures session events and serves handoff, search and knowledge-graph context over MCP.
Montycat MCP - Shared Memory for AI Agents
Published by GitHub account MontyGovernance
A self-hosted MCP server that gives AI agents persistent, shared memory with semantic, keyword and hybrid recall across sessions and clients.
MemoCat — Shared AI Memory
Published by GitHub account MontyGovernance
Self-hosted MCP server giving AI agents one shared, persistent memory with semantic, keyword and hybrid recall across sessions and clients.
CommitLore
Published by GitHub account MongLong0214
Git-native decision memory that gives coding agents only the still-active design decisions recorded for the path they are about to edit.
Molecare Mcp
Published by GitHub account MoleCare
Local MCP server giving assistants a bundled educational dermatology knowledge base, SNOMED CT/ICD-10 helpers and optional MoleCare mole-tracking API tools.
karst
Published by GitHub account Moin105
Local MCP server that indexes a codebase and gives an AI coding tool cited code search plus call/import graph impact analysis.
TinyFish Guided Research
Published by GitHub account MohdSaleh
An auditable deep-research MCP server that runs a guided search-and-fetch workflow on TinyFish, tracking sources, claims, evidence and citations across steps.