Knowledge & Memory

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

Waze for AI agents — plan, track, and learn from software projects. 3 tools, one job each.

Production-ready MCP memory server with semantic search, project conventions learning, and comprehensive memory management for OpenCode

Memory database for LLM agents — persistent semantic + keyword memory, project namespacing, served o

MCP server for accessing OntoBoom Studio ontologies and the public Hub registry via Model Context Protocol

OneDrive & SharePoint MCP Server — files, search, and sharing via Microsoft Graph API

MCP for retrieving things from the Ontology Lookup Service

MCP server for Open Knowledge Format (OKF) bundles — expose okf-ingest's deterministic consume verbs (search, context, graph impact, diff, doctor) as agent tools.

MCP server exposing graph-native code context, document retrieval, schema ranking, document store, cache, and agent pipeline tools.

MCP server that lets any agent query a remote oG-Memory knowledge base with just OGMEM_API_URL + OGMEM_API_TOKEN

Shared memory MCP server — persistent, searchable, cross-client

Microsoft 365 MCP Server — email, calendar, and tasks via Microsoft Graph API

A model context protocol (MCP) to help agents interact with ontologies and the ontology access kit

Persistent memory for AI agents with rollback, audit trails, and semantic search.

Semantic knowledge engine for Obsidian with auto-classification and DAG hierarchy

MCP server providing 5 tools for querying U.S. vehicle data from NHTSA APIs (VIN decode, recalls, complaints, safety ratings)

Local code-intelligence server: hybrid code search, call graph and project memory.

Nexotype MCP Server — biomedical knowledge graph for drug discovery, genomics, and market intelligence

MCP server that gives AI coding agents persistent memory via the Neuroloom API

A local typed-edge graph of people, projects, and decisions that externalises memory.