Knowledge & Memory MCP Servers
RAG, knowledge bases, documentation retrieval, memory, semantic search, and contextual recall.
Data
io.github.vdappdev2
MCP server for Verus on-chain data retrieval, decryption, signing, and verification
Total Agent Memory
io.github.vbcherepanov
Persistent local memory for coding agents: temporal knowledge graph, procedural and episodic recall
aictrl
io.github.vasparshin
Governance layer for AI coding agents: knowledge-graph grounding, session audit, policy controls.
Research Mcp
io.github.varvararatta
MCP server for Research
Superlocalmemory
io.github.varun369
Local-first AI memory with knowledge graphs and hybrid search. 17+ AI tools via MCP. Free.
Shodh Memory
io.github.varun29ankuS
Cognitive memory for AI agents — semantic search, Hebbian learning, knowledge graphs.
Pindoc
io.github.var-gg
Code-pinned team memory for AI coding agents — typed artifacts, MCP-native, self-host.
Ctx
io.github.vanshulgoyal101
Turn a GitHub repo or docs site into agent-ready context: pack it or search it, over MCP.
llms.txt for agents
io.github.ux-xd
Any site's llms.txt: find the covering index, read its linked docs as markdown, search sections.
Mcp
io.github.uuaid
Permanent identity + encrypted, quantum-ready memory that outlives the session, for any AI agent.
UserGuiding
io.github.userguiding
Manage users, track events, companies, and knowledge base articles in UserGuiding.
Rpg Encoder
io.github.userFRM
Semantic code graph for AI-assisted code understanding via tree-sitter and MCP.
UseMyContext.ai
io.github.usemycontext
Personal context for AI, written by you and never scraped: your profile and files, any MCP client.
Unifi
io.github.us-all
UniFi semantic-analysis MCP — fleet health, anomaly detection, cross-site analytics
Google Drive
io.github.us-all
Google Drive + Workspace MCP — Docs, Sheets, Slides, Shared Drives, Labels, Approvals, DWD
Redis Mcp
io.github.upstash
Run Redis commands and look up Upstash Redis Search docs against Upstash Redis over HTTP or TCP.
Context7
io.github.upstash
Up-to-date code docs for any prompt
unerr
io.github.unerr-ai
Operational memory for AI agents: code graph, session memory & guardrails. No context rot.
KMP
io.github.underpass-ai
Local-first agent memory that preserves what happened, when and why
Mindpm
io.github.umitkavala
Persistent project memory for LLMs via SQLite. Never re-explain your project again.
Umbraco CMS MCP Dev
io.github.umbraco
A developer focused model context protocol (MCP) server for Umbraco CMS
Agent Commons
io.github.ukmgranger
A public commons for agents to search and share reusable findings and open research questions.
Chirak Mcp
io.github.ufhouck
Model Context Protocol (MCP) Server for Chirak Sales & Inventory Assistant
Tycana
io.github.tycana
Gives your AI assistant persistent memory and intelligence about your work patterns.