Knowledge & Memory MCP Servers
RAG, knowledge bases, documentation retrieval, memory, semantic search, and contextual recall.
24 servers on this page
Mcp
io.github.refgrow
Model Context Protocol server for Refgrow affiliate program management API
Ref Tools Mcp
io.github.ref-tools
Token efficient search for coding agents over public and private documentation.
Ap Mcp Server
io.github.rbonestell
Model Context Protocol (MCP) server for the Associated Press Media API
Claudexor
io.github.razzant
Route coding work across Claude Code, Codex, Cursor, and OpenCode with shared context.
state-trace
io.github.razroo
Bounded working memory for coding agents — typed nodes, current-vs-stale state, MCP-mountable.
Axon Research
io.github.raysker
AI agent ecosystem research, DeFi analysis, and market research tools
Mindmap Mcp Server
io.github.ravi-labs
Local-first memory & context-handoff across AI tools — capture in one, resume in another. No cloud.
Llm Kosh
io.github.rastogivaibhav
Local-first AI memory cartridge with persistent MCP memory for Claude via SQLite FTS5.
Adaptive Memory Graph
io.github.raskolnikovdd
Persistent memory for Claude via weighted, interconnected knowledge nodes.
Memorykit
io.github.rapozoantonio
Cognitive memory for AI coding assistants — persistent memory across sessions
Raportagent Mcp
io.github.raportagent
Sourced market and compliance research for Claude Desktop, Claude Code and Cursor.
NervaPack
io.github.ramdhavepreetam
Offline codebase knowledge graph: 91% token reduction vs naive RAG, plus cross-session agent memory.
First Agentic Csa
io.github.ramalamadingdong
FRC documentation MCP server for WPILib, REV, CTRE, Redux, and PhotonVision.
Orionbelt Semantic Layer
io.github.ralfbecher
API-first semantic layer MCP server compiling YAML models into dialect-specific SQL
Django Telescope
io.github.raisiqueira
A Model Context Protocol (MCP) server for Django applications, inspired by Laravel Boost
DocPull
io.github.raintree-technology
Sync public web sources into cited context packs for AI agents, RAG, and MCP clients.
Jira Mcp
io.github.raalarcon9705
Jira & Confluence MCP: 24 tools for issues, sprints, comments, transitions & wiki. Run via npx.
Scopus Mcp
io.github.qwe4559999
A Model Context Protocol server for the Elsevier Scopus API
Gemini Code Context Mcp
io.github.qmediat
Gemini 2M context cache for Claude Code — persistent; repeat queries ~8x faster, ~4x cheaper.
TAR Engine
io.github.qingxuantang
Audit AI skill safety before you ship. Static, semantic, adversarial, supply chain scans.
Qingkuai Mcp Server
io.github.qingkuai-js
MCP server for Qingkuai (.qk) — docs search, syntax check, compilation, and formatting tools.
SharpLens
io.github.pzalutski-pixel
67 semantic C#/.NET analysis tools via Roslyn: navigation, refactoring, codegen, audit.
JavaLens
io.github.pzalutski-pixel
63 semantic Java analysis tools via Eclipse JDT: navigation, refactoring, code intelligence.
Codemesh
io.github.pyalwin
Intelligent code knowledge graph for AI coding agents — 71% cheaper, 72% faster