Memory & Knowledge MCP Servers

Production-minded governed memory MCP server for AI agents with deterministic deletion and auditable lineage

A python-based MCP server for your local org mode files

MCP RAG: index PDFs, repos, YouTube, Discord, text; optional YouTube vision; query with citations.

MCP based Pocket Agent in vector db ( chroma) as storage

MCP server for the Point Knowledge API — verified knowledge for AI systems

Tessera — Personal Knowledge Layer for AI. Own your memory across every AI tool. 58 MCP tools, REST API, knowledge graph, memory

MCP server for reading LlamaIndex documents stored in Qdrant vector database

Rag Knowledge MCP Server by MEOK AI Labs

A generic RAG MCP server with pluggable embedding providers and vector stores

Persistent memory for AI thinking partnerships: hybrid search and a temporal knowledge graph.

Shared persistent memory for Claude Code, Gemini CLI, Cursor, and any MCP-aware AI client. Local-first, brain-swappable.

Local semantic search for markdown notes — MCP server

Embedded, local-first memory and retrieval for AI agents. One SQLite file, no server, no API key.

Persistent memory for Claude — MCP server with hierarchical memory, semantic search, and customizable persona

Identity infrastructure for AI agents. Evolving persona, session continuity, self-tuning retrieval.

Spatial bidirectional persistent memory MCP server for LLMs - vector-based semantic memory as a navigable landscape

Bounded working memory for coding agents — typed nodes, current-vs-stale state, MCP-mountable.

Knowledge-graph memory server using Supabase with pgvector for semantic search.

MCP server for managing task contexts.

MCP server for tibet-voice-cache — give any AI client persistent voice conversation memory

Vendor-agnostic cognitive persistence layer for AI agents.