Best Alternatives to Twelvelabs MCP Server

Moxie Docs MCP

Runtime: npx

★ Featured

Provides repository-aware documentation context, convention checks, API context, and proposed documentation updates through MCP.

Scrivener MCP

Runtime: npx

Connects Scrivener 3 projects to AI clients for editing, analysis, search, and writing support.

Screenpipe

Runtime: npx

Local-first workflow memory for AI agents. screenpipe lets MCP clients search selected screen, audio, app, and meeting context and turn real work into cited notes, SOPs, workflow reports, and automation candidates.

Codebase Memory MCP

Runtime: npx

Indexes repositories into a local code graph for structural search, call tracing, impact analysis, and architecture exploration.

Nan Forget

Runtime: npx

Long-term memory for AI coding tools via vector search (Qdrant).

Hindsight

Runtime: npx

Stores, searches, and synthesizes long-term agent memory through retain, recall, and reflect operations.

Context7

Runtime: npx

Fetches current, version-aware library documentation and code examples for AI coding agents.

Basic Memory

Runtime: npx

Local-first AI memory server storing knowledge as Markdown files with semantic search and optional cloud sync.

Memora

Runtime: npx

Persistent memory MCP server with knowledge graph, semantic search, cloud sync, and cross-session context management.

Contextful

Runtime: npx

Efficient context management: code search, evidence packs, and memory for coding agents.

Memento

Runtime: npx

Local-first, LLM-agnostic memory layer for AI assistants.

Pageindex MCP

Runtime: npx

Reasoning-based RAG system for chatting with long PDFs. Supports local and online files.