Memory & Knowledge MCP Servers for Windsurf (legacy)

Private projects, preflight, decisions, and handoffs that keep work continuous across AI tools.

AI memory layer for fractional CMOs -- client-partitioned minds, meeting prep, and EOS.

Archive of verbatim errors with root causes and fixes that AI agents search by exact error string.

Persistent memory for AI agents — semantic + recency search, ONNX embeddings, Docker Compose.

Local grounded memory for coding agents: MCP over stdio, stdlib only, a verdict per answer

Open-source LLM knowledge base: team chat into a typed knowledge graph and auto-generated wiki.

Cognitive architecture MCP server with memory, learning, and contextual understanding

Persistent semantic memory storage, associative recall, and recent memory index by namespace.

Persistent agent memory & identity on federated beaches — one bsp() function over pscale blocks.

Local-first engineering cognition for AI coding agents — persistent memory over your codebase.

Git-native decision memory for coding agents: only the decisions still in force for the edited path

CompanyGraph: Written once, read by both

Cloudflare Worker remote backend for context-keeper (D1). MCP 2026-07-28, dual-era.

Search, browse and read your Contextli voice notes and transcriptions from any MCP client.

A project's long-term memory as plain Markdown files, with an append-only, tamper-evident log.

System-of-record notebook for AI coding agents: pages, datastores, tasks, skills over MCP.

Agent memory engine — 102 MCP tools, self-hosted, single Rust binary

Intelligent context infrastructure for AI teams: knowledge graph, sessions, tasks, documents.

On-chain identity and durable memory for AI agents on the Emercoin blockchain (NVS).

Long-term memory for AI agents: durable records, observable retrieval, governed context assembly.

Memory layer for AI agents — biologically-inspired forgetting, multi-agent trust, and plug-and-play integrations