Knowledge & Memory MCP Servers
RAG, knowledge bases, documentation retrieval, memory, semantic search, and contextual recall.
Optics Mcp
Published by GitHub account RoleModel
Local MCP server exposing the Optics design system's tokens, components and docs so an assistant can look up, validate and generate token-based UI code.
Countdowns Online MCP
Published by GitHub account Rocniubi
Lets an assistant look up verified countdown event dates, date semantics, and official Countdowns Online links.
Mcp Server Decisions
Published by GitHub account Roberton003
A local MCP server that lets an assistant record architectural decisions, attach testable predictions, log outcomes, and query decision history.
Rag Vault
Published by GitHub account RobThePCGuy
A local RAG server that lets an AI assistant ingest your own PDF, DOCX, Markdown and text files and search them with hybrid semantic and keyword retrieval.
Sentimatix
Published by GitHub account Rishav0123
Sentimatix gives an AI assistant live Indian stock market intelligence: NSE/BSE prices, news sentiment, technical indicators and RAG evidence search.
Exogram — Personal AI Agent & Workspace
Published by GitHub account Richard-Ewing
Exogram's official MCP bridge: a personal memory vault and knowledge graph plus governed drafts for Gmail, Drive, Calendar, GitHub, Notion and Slack.
MCP Memory Graph
Published by GitHub account RetroRobAI
A local memory graph server that gives an AI assistant persistent, authority-weighted memory with conflict detection and semantic search.
code-index
Published by GitHub account Regsorm
Local code-index server that pre-indexes source trees into SQLite so an assistant can search symbols, trace call graphs and read code cheaply, with native…
Recall
Published by GitHub account RecallWorks
Recall is a local, open-source MCP memory server that gives an AI assistant persistent, searchable memory across sessions.
Hindsight MCP
Published by GitHub account Rbfinch
Local MCP server that indexes git commits, test results and GitHub Copilot sessions into SQLite so an assistant can search and summarize your development…
Awesome Copilot MCP Server
Published by GitHub account RbBtSn0w
Local MCP server that indexes the github/awesome-copilot repository so an assistant can browse and search its agents, prompts, instructions, skills…
Ocular Audio Mcp
Published by GitHub account RayAKaan
Local MCP server that turns YouTube and web videos into timestamped transcripts, screenshots, OCR text and searchable evidence for an AI assistant.
Literature Review Council
Published by GitHub account Ravicha2
Runs a multi-agent literature review pipeline that researches topics, peer-reviews the findings, and writes a grounded Markdown report bundle.
Zotero Library Mcp
Published by GitHub account RaulSimpetru
MCP server that lets an assistant add papers and books to a Zotero library by DOI, arXiv ID or ISBN, and search, organize and annotate the library.
Rarefied Earth Groundwork MCP
Published by GitHub account Rarefied-Earth
Remote MCP feed that gives an AI assistant read-only access to a company's brand, voice rules, charter, priorities, modules and entitled skills.
Noether Physics
Published by GitHub account Ranshiv
A physics research assistant that explains concepts, runs simulations, checks equations and verifies citations against real arXiv papers.
Remnus
Published by GitHub account Ranork
Remnus is a hosted, MCP-native workspace (open-source Notion alternative) whose server lets an assistant read and write pages, databases, dashboards and…
Titen Memory
Published by GitHub account RamaAditya49
Titen Memory gives an assistant a local, evidence-linked memory store with provenance, scoping, and audit tools, running on SQLite without an LLM or embedding…
Context Vault
Published by GitHub account RajdeepDas43
Context Vault is a local MCP server providing governed memory for AI agents, with conflict-checked writes, time-travel reads, access control and audit.
N3mo
Published by GitHub account RajX-dev
A local MCP server that indexes a code repository into a symbol graph, letting an assistant search symbols, trace dependencies and measure change impact.
LexRegPulse: Banking Regulation Brief
Published by GitHub account RRGU26
A hosted, keyless MCP server that gives an assistant LexRegPulse's daily US banking regulation brief, weekly digest, archive, deep-dive posts and deadline list.
Vasperamemory
Published by GitHub account RCOLKITT
Vasperamemory is a local MCP server that gives coding assistants persistent memory, with over 80 tools for recording and recalling decisions, patterns and past.
Vaspera Pm
Published by GitHub account RCOLKITT
Lets an assistant check documentation against source code, detect drift, and generate verified specifications.
Queryquarry
Published by GitHub account QueryQuarry
Remote MCP server for recruiters: lets an assistant search an anonymous, opted-in talent graph, evaluate candidates, and request contact through a…