Personal Model

MCP-Memory is a Model Context Protocol server that gives AI coding agents persistent memory across chat turns and sessions. It stores memory records as human-readable Markdown documents following the Open Knowledge Format (OKF v0.2), with YAML frontmatter, hierarchical index files, and an update log, while maintaining a local SQLite FTS5 index for key lookups, keyword search, tag filtering, and namespace-scoped retrieval. The server exposes MCP tools for storing, retrieving, searching, and deleting memories, and supports project, user, and default namespaces; a setup wizard configures supported MCP clients including Claude Desktop, Cursor, Antigravity, Windsurf, and Codex.

MyContext is a local-first desktop app from openTrinity that builds a private personal work-context layer from sources such as instant-messaging conversations, documents, and meeting records. It stores local copies, indexes, source references, and derived context in an on-disk SQLite vault, then organizes them into a personal context graph linking people, projects, topics, events, conversations, and supporting facts. Its search and answer workflow combines local full-text search, semantic retrieval, and graph queries, with agents assembling answers from traceable source material and falling back to ranked local results when the agent runtime is unavailable. A digital-self workflow recalls relationship-specific context and communication history to draft replies, while sending, deletion, and other consequential actions require explicit user confirmation. The repository describes an Electron and React desktop architecture with source connectors, incremental ingestion, context processing, retrieval, knowledge-graph, persona, and isolated agent-runtime layers. MyContext is in developer preview and under active development; its README warns of compatibility-breaking changes and migrations that may require recollection. It is licensed under the Elastic License 2.0, which permits use, modification, and self-hosting but restricts offering it as a hosted or managed service to third parties.

BankMCP is a self-hosted, read-only Model Context Protocol server that lets AI assistants query a user's bank accounts through Enable Banking's PSD2 open-banking API. The user authenticates at the bank through a consent flow; BankMCP stores consent and account metadata but does not store balances or transactions, make payments, or send telemetry. It exposes MCP tools for managing bank connections and accounts, retrieving balances and paginated transactions, and creating rules that poll accounts for conditions such as low balances or matching payments and send webhook notifications. It can run locally or on a server, is distributed as the npm package `bankmcp`, supports standard MCP clients including Claude and Ollama, and is licensed under the MIT License.