Knowledge & Memory MCP Servers
RAG, knowledge bases, documentation retrieval, memory, semantic search, and contextual recall.
24 servers on this page
Abap Mcp
io.github.palimkarakshay
Offline SAP ABAP/RAP tools for AI agents: lint, Cloud readiness, released APIs, knowledge.
Datawrapper
io.github.palewire
A Model Context Protocol (MCP) server and app for creating Datawrapper charts using AI assistants
Pmcp
io.github.paiml
High-quality Rust SDK for Model Context Protocol (MCP) with full TypeScript SDK compatibility
Pmat Agent
io.github.paiml
Zero-config AI context generation and code quality toolkit with Claude Code Agent Mode support
GitHub PR Context
io.github.paarths-collab
Retrieves GitHub PR history as context material; the connected IDE agent does the reasoning.
Yandex360 Mcp
io.github.pa1ch
MCP server for Yandex 360 services (Wiki, and more) — tools for AI assistants.
Gitlab Docs
io.github.ozanmutlu
Search and browse 2,900+ official GitLab documentation pages via MCP
Global Agent Memory
io.github.ozankasikci
Shared, project-aware memory for Claude Code, Codex, and other agents with human review.
Compliance Trestle Mcp
io.github.oscal-compass
An MCP server that provides tools to author OSCAL security compliance documentation
canary ibkr MCP
io.github.osauer
Local IBKR MCP server for agentic trading desks: market data, portfolio context, risk checks.
Gws Connector
io.github.orieg
Multi-account Google Workspace MCP — Gmail, Calendar, Drive, Sheets, Docs with smart routing.
Serena MCP: the IDE for your agent
io.github.oraios
A powerful toolkit for coding, providing semantic retrieval and editing capabilities.
Tariff Resolver
io.github.opsloft
US import duty research: HTS codes, Chapter 99 duties, MPF/HMF fees, landed cost. USITC data.
Openfuse Mcp
io.github.openfused
Encrypted mail, shared memory, and persistent context for AI agents.
Mcp Server
io.github.opencontext-team
An MCP server that provides visual memory and context storage with knowledge graph capabilities
Token Optimizer Mcp
io.github.ooples
Context-window optimization: caching, compression & smart file tools that cut tokens 60-90%.
Enquire Mcp
io.github.oomkapwn
Long-term memory for AI agents — your Obsidian vault as searchable persistent memory.
Ratary Memory MCP
io.github.ontorata
Persistent coding memory for AI assistants. MCP stdio, hybrid search, graph, context.
Mcp Knowledge Gaps
io.github.onetrueclaude-creator
Find what your knowledge base mentions but doesn't actually explain.
Token Optimizer
io.github.omkar9854
Reversible context compression for AI agents: cut token usage up to 94%, originals retrievable
OMEGA Memory
io.github.omega-memory
Persistent memory, coordination, and learning for AI agents. Local-first, 25 MCP tools.
Core
io.github.omega-memory
Persistent memory for AI coding agents. #1 on LongMemEval. Local-first.
MediaWiki
io.github.olgasafonova
Search, read, and edit any MediaWiki wiki. Works with Wikipedia, Fandom, and more.
GLEIF MCP Server
io.github.olgasafonova
Access the GLEIF LEI database for company verification, KYC, and ownership research.