Knowledge & Memory MCP Servers
RAG, knowledge bases, documentation retrieval, memory, semantic search, and contextual recall.
24 servers on this page
prxhub
io.github.parallect
Search, cite, download, and publish .prx research bundles on prxhub.com.
xkcd Comic Suggester
io.github.papjuli
Suggests a relevant xkcd comic during a conversation, via semantic search over every comic.
PapersFlow
io.github.papersflow-ai
Academic research MCP server for paper search, citation checks, graphs, and deep research.
Panella
io.github.panellatech
Governed, self-hosted memory for AI agents: writes queue until a named person approves.
AI Agents Archive
io.github.panagot
Paid sealed handoffs for agents: unlock research trails (x402/Base USDC); file work + failures.
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.
Orbit
io.github.orbit-search
The most in-depth, source-backed context about a person for deep personalization and research.
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.
OpenQFR
io.github.openqfr-dev
Search machine-readable quantitative strategy failure evidence before repeating failed research.
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
Open Agreements
io.github.open-agreements
Fill standard legal agreement templates (NDAs, SAFEs, NVCA docs, employment) as DOCX files.
Token Optimizer Mcp
io.github.ooples
Context-window optimization: caching, compression & smart file tools that cut tokens 60-90%.