agtmem-mcp
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- AlicenseNot gradedqualityAmaintenanceProvides coding agents with persistent local memory by exposing tools to save, search, and retrieve decisions, bugs, and context as Markdown with hybrid keyword and semantic search.4MIT
- AlicenseNot gradedqualityCmaintenanceGives coding agents a persistent memory by searching a local, read-only index of existing markdown and letting them write findings back as notes that the next session can retrieve. It serves ranked, context-sized results over MCP, injects standing conventions at session start, and keeps data on your machine with secret redaction and archive-only deletion.MIT
- AlicenseNot gradedqualityBmaintenanceProvides persistent, local-first memory for coding agents with Markdown as the source of truth, exposed via CLI, loopback API, MCP, and Codex hooks for context retrieval and durable writes.MIT
- AlicenseAqualityBmaintenanceProvides cross-session persistent memory for coding agents via MCP tools to store, retrieve, and manage notes with hybrid keyword/semantic search and automatic deduplication.8257 npmMIT
- AlicenseAqualityBmaintenanceProvides AI coding agents with a local, Markdown-first shared memory, enabling them to record decisions, failures, progress, and handoffs and retrieve them across sessions via MCP tools.8MIT
- AlicenseNot gradedqualityAmaintenanceProvides AI agents with persistent, local, and shareable project memory by storing decisions and code context in a searchable SQLite index, supporting keyword and semantic search via MCP.3MIT
TDQS
Scored across 8 tools
Each tool has a distinct primary role: search/read/write/append cover note lifecycle, while index/bug/candidates/find are specialized. The only mild overlap is between agtmem_search and agtmem_find, but their different targets (notes vs. code symbols) are clearly explained.
All tools share the agtmem_ prefix and use lowercase snake_case, giving a predictable surface. Most names are verbs (search, read, append, write, index, find), but 'bug' and 'candidates' are nouns, which is a slight deviation from the verb-action pattern.
Eight tools is well-scoped for a memory server: core note operations, search, maintenance, and specialized record types are each covered without redundancy. The count feels appropriate and not bloated.
The surface covers create, read, update, search, append, and supersede, which is solid for a memory store. There is no explicit delete or general list-all operation, but superseding and search compensate for most practical workflows.