Knowledge & Memory MCP Servers
RAG, knowledge bases, documentation retrieval, memory, semantic search, and contextual recall.
Aidemd Mcp
Published by GitHub account aidemd-mcp
Local MCP server that teaches an AI agent the AIDE intent-driven development methodology and manages .aide spec files beside your code.
aide-memory
Published by GitHub account aide-memory
A local persistent memory layer for AI coding agents that captures, scopes and recalls project knowledge across sessions and tools.
Searxng Mcp
Published by GitHub account aicrafted
A local MCP server that connects an assistant to a SearXNG instance so it can run aggregated web searches across many engines.
Kira
Published by GitHub account aibenyclaude-coder
Kira lets an AI assistant record its own failures as local "scars" and surface them before similar work, so it avoids repeating mistakes.
BrainBrainBrains
Published by GitHub account aiaiohhh
Gives an assistant a persistent memory and context layer for AI development teams, exposed through 17 MCP tools.
Code Context Engine
Published by GitHub account ai-elara
A local codebase index that lets an AI assistant search semantic code chunks and recall past session decisions instead of re-reading whole files.
Better Notion
Published by GitHub account ai-aviate
Lets an assistant read, create, update, search, and organize Notion pages and databases using a single Markdown document per call.
Devops Practices
Published by GitHub account ai-4-devops
Gives an assistant a queryable library of DevOps practice documents and project file templates for AI-assisted infrastructure work.
Big Indexer
Published by GitHub account ahmedxuhri
A local MCP server that serves static architecture analysis of large codebases, giving an assistant behavioral boundaries, coupling seams and twin-code context.
Egypt Research Commons
Published by GitHub account ahmedvnabil
Source-grounded research archive for Egyptian public affairs, giving an assistant search, claim tracing, timelines and citation export over news, legal and…
defluff
Published by GitHub account ahmedak
A local, deterministic prose linter that lets an assistant score text for AI filler, buzzwords and clichés and manage the phrase list it checks against.
Thoth
Published by GitHub account ahmedEid1
Read-only MCP access to Thoth's agentic systematic literature review workspace, including per-claim citation verification reports.
Lumen
Published by GitHub account ahmedEid1
Lumen is a self-hostable agentic-AI learning management system whose MCP server lets an assistant work with course catalogs, RAG tutoring, spaced reviews and AI
Atlas Research
Published by GitHub account ahmedEid1
Read-only MCP access to a systematic literature review workspace, exposing drafts, per-claim citation audits and discovered papers to an assistant.
Agtrepo Memory
Published by GitHub account agtrepo
Remote MCP service for encrypted, pay-per-use persistent memory: store, read and extend client-encrypted blobs, paid via x402 on Base.
Dir Mcp
Published by GitHub account agntcy
Lets an assistant validate, publish, search, and convert OASF agent records in the AGNTCY Agent Directory via the dirctl CLI.
Lore
Published by GitHub account agentkitai
Lore is a cross-agent memory layer that lets an assistant store, recall, and connect knowledge across sessions, with a knowledge graph and bi-temporal history.
Agentic Reputation Gateway
Published by GitHub account agenticsubstrate
A read-only remote gateway that returns guidance on durable agent identity, consent, recognized work, signed receipts, and reputation routing.
A2atlassian
Published by GitHub account agentic-eng
Local MCP server that gives AI assistants read and optional write access to Jira issues, boards, sprints and Confluence pages.
Agent Index
Published by GitHub account agent-idx
A local MCP client for a peer-to-peer agent index network, letting an assistant publish keyword-tagged index records and search records held by other peers over
Agent Blueprint
Published by GitHub account agent-blueprint
Client teams' blueprints for coding agents (token from an engagement). Free: agentblueprint.ai/mcp
Strata
Published by GitHub account agenerationforwordz-tech
Self-hosted AI memory server that gives MCP-compatible assistants persistent, searchable memory and a file vault on your own hardware.
Negbit
Published by GitHub account ag3ntlab-ai
A local MCP server that lets an assistant buy curated, provenance-verified knowledge bundles from negbit using the user's own x402 wallet.
Vault Mcp Tools
Published by GitHub account afable702
Local MCP server that gives an assistant 35 tools to work with an Obsidian vault: notes, search, graph, tags and canvas.