MCP Servers

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

Self-hosted memory for agent teams. Bi-temporal replay, deterministic retrieval, audit log.

MCP server + Playwright reporter that builds a flakiness knowledge graph from test run history

Durable project-memory MCP: decisions, constraints, and pipelines across Claude sessions.

Long-term memory for AI-coded codebases — agents log the why behind every change and read it back.

Privacy-first work tracking with summaries, reports, coaching, and AI-ready long-term memory.

Personal knowledge graph every MCP client reads from and writes to. Portable across agents.

Persistent memory layer for AI agents. Sub-100ms recall, semantic search, knowledge graphs.

Persistent memory and session intelligence for AI coding assistants. Zero config.

Agent failure memory network. Search 235+ verified debugging lessons from real engineering sessions.

StremAI MCP: shared memory for AI coding agents. Connected agents can recall. OAuth + local stdio.

Persistent, agent-owned memory with encrypted storage and shared knowledge commons.

Experience memory for coding agents: validated traps, fixes and dead-ends at decision time.

AI-powered localization — translate, manage translation memory, and access style guides.

Zero-knowledge persistent memory layer for AI agents. Encrypted client-side, hosted in France.

A complete color workflow over MCP: mix, convert, harmonize, measure, and remember palettes.

Federal contracts, FDA recalls, business registrations, Amazon products — B2B intel.

Scientifically-grounded persistent memory for Claude — local-first, hybrid retrieval, 72 references.

138-tool MCP server for AI agent firms: security, A2A, Hebbian memory, fleet mgmt

Persistent codebase intelligence that gives AI assistants memory across sessions

Decode any VIN and check open NHTSA safety recalls. Free official US government data, no auth.

Developer journal with knowledge graphs, relationships, Git context, and semantic search

Decode VINs, search recalls, complaints, crash ratings, and investigations.

Local-first memory for AI chats: save context in one chat, load it in any other via MCP.