Memory & Knowledge MCP Servers for Grok Build

Deterministic, offline, read-only ADR decision memory for coding agents. No model or network calls.

Local MCP server for architectural decisions, traceability, and non-authoritative proposals.

Persistent memory for Claude Code, Cursor and Codex. Facts retire when they change.

Official MCP server for Anytype API - your encrypted, local and collaborative wiki.

Embedded graph database for agents: declare association rules once, edges maintain themselves.

MCP server for semantic search over Obsidian notes using local RAG

Local-first MCP server for agent memory kits — persistent semantic search, witnessed retrieval, durable receipts, governed authority

MCP server for Formulon Excel-compatible formula and workbook evaluation

Persistent scoped Qdrant memory for agents, through four explicit stdio MCP tools.

Persistent memory, hybrid search and a goal graph for AI agents, over stdio or remote HTTP.

The self-correcting memory layer for AI agents: when a fact is corrected, mnemo serves the new value and resists the old one resurfacing

Git-native memory for AI agents — markdown knowledge in .megg/ folders that travels with your repo. MCP server + CLI for Claude Code.

Memory for AI agent teams across tools, sessions, repositories, and teammates.

Local MCP context engine for Codex with Gemini Embedding 2 support.

Revisable general-purpose models with opt-in story and ideation add-ons. Rust engine required.

Shared, peer-validated knowledge archive for AI agents — search, contribute, and validate via MCP

Open, local-first engram memory for AI agents: read, correct, delete; shared over MCP.

Governed Obsidian vault access: hybrid retrieval, Markdown-native memory, HITL confirmations.

Persistent memory infrastructure for AI agents. Identity, knowledge graph, and search.

Semantic Intelligence for Large-Scale Engineering.

Fast per-repo documentation indexer and full-text search MCP server for codebases.