Knowledge & Memory MCP Servers
RAG, knowledge bases, documentation retrieval, memory, semantic search, and contextual recall.
Cli
Published by GitHub account aligndottech
Align's local CLI exposes a team decision graph over MCP so coding agents can look up why code is the way it is before changing it.
Mcp Server Alice
Published by GitHub account aliceappai
Alice's remote MCP server lets an AI assistant search, browse and retrieve transcripts from your Alice audio recordings and answer questions from them.
Mengram
Published by GitHub account alibaizhanov
Mengram is a hosted long-term memory service for AI agents, giving an assistant tools to store, search and recall facts, events and workflows across sessions.
Vault Cortex
Published by GitHub account aliasunder
MCP server for an Obsidian vault: hybrid search, note and file editing, structured memory, tasks and daily notes, with OAuth 2.1 or bearer-token auth.
Agents Commons
Published by GitHub account algorerthym
A read-only MCP endpoint for an agent help desk where assistants search shared tickets and answers, browse registered agents, and check their own inbox status.
Contextforge Mcp
Published by GitHub account alfredoizdev
ContextForge MCP gives coding assistants persistent, searchable project memory, task tracking and session presence across sessions via the hosted ContextForge…
NeuralBrain
Published by GitHub account alexcurpan-cloud
Remote NeuralBrain endpoint advertised as an AI agent ecosystem offering RAG, vector memory, LLM routing, agent identity and x402 payments.
Dwarf Fortress (DFHack)
Published by GitHub account alexanderolvera
Lets an assistant read a live Dwarf Fortress fort through DFHack and, when explicitly enabled, queue orders and other in-game changes.
mailindex-mcp
Published by GitHub account alexanderkrauck
Self-hosted mail client for AI assistants: indexes your IMAP/Gmail/Microsoft mail in PostgreSQL and lets the assistant search, read, move, mark, delete, draft…
Mcp Context Server
Published by GitHub account alex-feel
A local MCP server that stores and retrieves persistent text and image context for LLM agents, with search, tagging, and thread-based sharing.
Catholic Greatness
Published by GitHub account albermm
A remote MCP server for Catholic formation, offering spiritual direction, saints, scripture, and semantic search.
SoapBox Faith
Published by GitHub account alansafahi
Lets an assistant look up cited KJV Scripture, ask a faith Q&A service, and find sermons, churches, prayer and giving options.
Human Standards
Published by GitHub account aklodhi98
A local, read-only MCP server that gives an assistant searchable human factors, accessibility and usability design guidance from the Human Standards library.
Litra Paper Search
Published by GitHub account akkylab
Lets an assistant search academic papers through Litra.ai with AI relevance scoring, author lookup, and credit checks.
Meridian
Published by GitHub account ajc3xc
MCP server giving AI coding sessions shared project state: task log, pinned decisions, a human-in-the-loop queue and compressed handoffs.
DEPRECATED
Published by GitHub account ajaxhe
Deprecated remote MCP server for Tencent Lexiang knowledge bases, letting an assistant search, read, create and edit documents, manage files and import meeting,
AIStorageDepot
Published by GitHub account aistoragedepot-admin
Exposes an AIStorageDepot library of prompts, rules, docs and skills to MCP clients as prompts, resources and search tools.
Myc
Published by GitHub account aistastudio
Local task queue, decision log and memory layer for coding agents, with hybrid search and a code index, exposed over MCP.
Mcp Roadmapsh
Published by GitHub account aissablk1
Local MCP server that gives an assistant roadmap.sh developer roadmaps, best practices, interview questions, project ideas and local learning progress.
Airweave Search
Published by GitHub account airweave-ai
Airweave Search lets an assistant run natural-language queries against an Airweave collection, returning grounded context synced from connected apps, databases,
Syncpen
Published by GitHub account airbuzz
Connects an AI assistant to a Syncpen markdown workspace so it can search, read, draft, suggest edits, comment, organize and publish documents.
AIRAS
Published by GitHub account airas-org
AIRAS is a local MCP server that walks a coding agent through automated ML research: paper search, hypothesis, experiments, and a verifiable paper.
Search
Published by GitHub account aimnis
Remote, cache-first web search gateway that gives coding agents distilled, source-cited answers from a shared live-web pool.
OmniGlyph
Published by GitHub account aidi1723
Local-first MCP server that gives assistants deterministic Unicode, term, security-scan and output-guardrail facts before they reason over text.