Knowledge & Memory MCP Servers
RAG, knowledge bases, documentation retrieval, memory, semantic search, and contextual recall.
Smart Connections
Published by GitHub account gogogadgetbytes
Lets an assistant semantically search an Obsidian vault's Smart Connections embeddings and read indexed notes.
GitJog — Hungarian legislation
Published by GitHub account godavid
Lets an assistant search Hungarian legislation by section and retrieve point-in-time text and amendment diffs.
EchoVault Memory
Published by GitHub account go-ports
A local-first memory server for coding agents that saves, searches and reloads decisions, bugs and context across sessions, stored as Markdown on your machine.
Gnt
Published by GitHub account gnt-ai
Git-native policy layer that lets an assistant check a planned action against team-approved rules and get an allow, block or escalate verdict.
GitWhy — The Context Layer for Git
Published by GitHub account gitwhy-cli
GitWhy MCP server that lets an AI coding agent save, search and share the reasoning behind git commits as structured context.
Gitmem
Published by GitHub account gitmem-dev
GitMem is a local MCP server that gives AI coding agents persistent memory of past sessions — mistakes, wins, patterns, decisions and unfinished work.
duke-book
Published by GitHub account gitHubDujianfeng
Local MCP server for Duke Bookmark that lets an assistant manage notes and categories and run plan-enabled knowledge search.
Giskard Memory
Published by GitHub account giskard09
Remote MCP server giving AI agents persistent semantic memory across sessions, with each store or recall paid for in Lightning sats.
ARGENTUM
Published by GitHub account giskard09
ARGENTUM is a remote MCP server for a karma economy: agents submit good actions, attest others, and register or run verifiable "Mycelium Trail" recipes.
Interviewer Mcp
Published by GitHub account girik-chadha
Local MCP server that indexes a GitHub repo into a code map and runs a persistent technical interview-prep curriculum on your own projects.
MemoStem
Published by GitHub account girapphe
MemoStem lets an assistant save selected general knowledge from a chat as private drafts and reuse your approved knowledge in later conversations.
Socraticode
Published by GitHub account giancarloerra
Indexes a local codebase into a vector database so an assistant can run semantic code search, dependency-graph analysis and impact tracing.
haiku.rag
Published by GitHub account ggozad
Local-first RAG server that lets an assistant search, read and answer questions about your own documents with page- and heading-level citations.
Andru
Published by GitHub account geter-andru
Andru is a B2B revenue-intelligence service that lets an assistant score companies and deals, profile buyers, and generate sales assets.
argot
Published by GitHub account get-tmonier
Argot is a local, read-only MCP server that gives an assistant statistical checks against patterns learned from a repository's own git history.
Mcp Geralearn
Published by GitHub account geraservicesuk
A local MCP server that connects an assistant to the GeraLearn education platform so it can browse courses, enroll, track progress and find tutors.
Mcp Gera Mind
Published by GitHub account geraservicesuk
Placeholder npm package for GeraMind, a personal context vault for AI agents, with no tools or documentation published yet.
Mcp Gera Clone
Published by GitHub account geraservicesuk
Local MCP server for GeraClone that lets an assistant find expert clones, check an operator's clone status and start consent-based chats with experts.
Preprint Fulltext
Published by GitHub account genecell
Fetches bioRxiv, medRxiv and arXiv preprint full text as structured, section-labeled text, and searches or resolves preprints for an assistant.
Piaso Mcp
Published by GitHub account genecell
Local stdio MCP server that gives coding agents the PIASO single-cell omics docs, tutorial index, dataset registry and live PIASOmarkerDB lookups.
Gblin Treasury Risk Regime
Published by GitHub account gblinproject
Reads the GBLIN vault on Base: BTC/ETH risk regime, NAV quotes, treasury plans, unsigned calldata, gasless payments and verifiable AI action receipts.
Gate Info MCP
Published by GitHub account gateio-dev
A remote, read-only Gate research server that lets an assistant look up coins, market snapshots, technical indicators, on-chain activity, platform metrics and a
Ratatosk Mcp
Published by GitHub account garlicKim21
Serves AI-generated, typed CNCF release-note changes so an assistant can check upgrade paths, look up changes by entity, and browse releases.
useVyre Context
Published by GitHub account gapra
A local MCP server that gives assistants useVyre component context: valid props, variants, design tokens and anti-patterns for generating UI code.