Knowledge & Memory MCP Servers
RAG, knowledge bases, documentation retrieval, memory, semantic search, and contextual recall.
Raportagent Mcp
io.github.raportagent
Sourced market and compliance research for Claude Desktop, Claude Code and Cursor.
NeuroStack
io.github.raphasouthall
Token-efficient MCP memory for Markdown vaults. Tiered search, GraphRAG, AI memories.
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
CLS++ Memory
io.github.rajamohan1950
Cross-LLM persistent memory: store context once, recall it from any AI model.
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.
Lifestyle Medicine Knowledge
io.github.rabyavalla
Semantic search over a 200-chunk ACLM lifestyle medicine knowledge base.
Jira Mcp
io.github.raalarcon9705
Jira & Confluence MCP: 24 tools for issues, sprints, comments, transitions & wiki. Run via npx.
emap — Euskadi hyperlocal mobility
io.github.r3tr0eth
Basque Country hyperlocal mobility: ES/EU semantic search, routing, open-data POIs, peak-bagging.
Scopus Mcp
io.github.qwe4559999
A Model Context Protocol server for the Elsevier Scopus API
Quotewise
io.github.quotewise
Semantic quote search with 600K quotes. Find quotes by meaning, verify attributions.
Qoory Crypto Intelligence
io.github.qoory-ai
One Data Plane for crypto research, with 42 live tools for markets, entities, news, and signals.
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
Scholar MCP
io.github.pvliesdonk
FastMCP server for scholarly papers, patents, books and standards with docling PDF conversion
Visual Memory MCP
io.github.putervision
Local visual UI cache for AI agents using perceptual hashing + CLIP to cut vision token use.
State Memory MCP
io.github.putervision
Deterministic, persistent graph server for tracking workflow state, decisions, and blockers.
Purmemo
io.github.purmemo-ai
AI memory across Claude, ChatGPT, Gemini, and Cursor. Save, search, and recall context everywhere.