Knowledge & Memory MCP Servers
RAG, knowledge bases, documentation retrieval, memory, semantic search, and contextual recall.

metabrain
Published by GitHub account ariaxhan
Gives an assistant a persistent local SQLite memory that turns repeated lessons into tested hypotheses and proven preferences.

Archetypal Ai
Published by GitHub account archetypal-ai
Gives a Claude Code agent persistent memory across sessions through recall, remember and checkpoint tools.

Vlk MemAct
Published by GitHub account aranajhonny
A local SQLite-backed memory layer for AI agents that tracks past, present and future state and breaks repeated error loops.

Memory Vault
Published by GitHub account apurv101
Memory Vault is a portable AI memory server that stores shared memory as plain markdown files you own, usable across models and harnesses.

Mcp Pickaxe
Published by GitHub account aplaceforallmystuff
Lets an assistant manage Pickaxe AI agents, knowledge base documents, users, products, and conversation analytics through the Pickaxe API.

TokenSave
Published by GitHub account aovestdipaperino
TokenSave builds a local semantic code graph of your project so an AI coding agent can query symbols, callers and context instead of grepping and reading files.
Oracle Forms
Published by GitHub account aoreshkov
Serves Oracle Forms modules (.fmb/.mmb/.pll/.olb) from a local directory so an assistant can inspect blocks, triggers, PL/SQL and cross-module references.
Kotlin & Java Library Sources
Published by GitHub account aoreshkov
Downloads Maven sources jars for Kotlin/Java libraries and exposes resolved API signatures, KDoc, source and version diffs to an AI assistant.

Pronounce
Published by GitHub account anzy-renlab-ai
A local MCP server that answers how developer jargon is pronounced, using a 1,903-entry dictionary with IPA, respellings and cited sources.

Anytype Mcp
Published by GitHub account anyproto
Official Anytype MCP server that turns the Anytype API into tools so an assistant can search, create and edit spaces, objects, properties and types in your…

Tempera
Published by GitHub account anvanster
Gives Claude Code a persistent episodic memory that captures coding sessions, retrieves similar past episodes, and ranks them by learned usefulness.

Aidimag
Published by GitHub account anup-khanal
Aidimag gives a coding agent a persistent, evidence-verified memory of a git repository, stored locally in .aidimag/ and served over MCP.

Open Investment Model
Published by GitHub account antikas
A local, read-only MCP server that lets an assistant search the Open Investment Model reference for buy-side investment domains, services, entities and glossary

Br8n
Published by GitHub account anthonysuherli
Br8n captures your working context and intent as snapshots and replays them as a short resume card when you return to a branch or project.

Cartograph
Published by GitHub account anthony-maio
Local MCP server that gives coding agents ranked, task-focused context from a repository instead of dumping the whole codebase.

Meddata
Published by GitHub account anthesiallc
Lets an assistant look up U.S. drug and supplement data and check interactions between a list of drugs and supplements.

Ng Blatui
Published by GitHub account anousss007
Remote MCP server for the ng-blatui Angular UI library: lets an assistant browse, search and read the typed API docs of its components, blocks, charts and…

Webshift
Published by GitHub account annibale-x
WebShift is a local MCP server that runs web searches, fetches pages, strips HTML noise, and returns size-budgeted clean text for LLM use.

Mcp Webgate
Published by GitHub account annibale-x
Local MCP server that gives an assistant web search and page fetching with cleaned, size-capped text so results don't flood the context window.

Mcp Memento
Published by GitHub account annibale-x
Gives an AI assistant a local SQLite-backed long-term memory so it can store and recall solutions, decisions, and facts across sessions and projects.

FrontDesko
Published by GitHub account anmols
A public, read-only FrontDesko server that answers questions about its hotel PMS pricing, competitor comparisons, OTA commission savings and docs.

Sonde
Published by GitHub account anishmoncivarghese
Sonde indexes a local TypeScript, Python or Swift repository into a symbol graph and lets an assistant look up symbols, callers and change impact in one call.

Docsift
Published by GitHub account anishmoncivarghese
Local MCP server that converts your documents to Markdown once, then returns only the passages matching a question, with page or slide citations.

Foundry/API
Published by GitHub account angelus213
Remote MCP endpoint exposing Foundry/API's bounded tools for web rendering, document extraction, RAG preparation, enrichment, local business discovery and data.