Th Memory MCP

Local long-term memory MCP server (SQLite) for AI coding agents — OpenCode, Claude Code, Cursor

Connector by worakorn-prince · GitHub account verified by the MCP Registry

IndexedMITLocal (stdio)★ 3

Install

Works with Claude Code, Codex, VS Code, Cursor, Windsurf, Claude Desktop. Read the repository before you give any tool access to your data.

npx agentmarket install connector/worakorn-prince-th-memory-mcp

Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.

Get the weekly diff

The weekly diff: one email a week with new agent tools, notable updates and grade changes, plus security alerts for tools you follow. Double opt-in, one-click unsubscribe.

About

Local long-term memory MCP server (SQLite) for AI coding agents — OpenCode, Claude Code, Cursor

Reviews

Write a review

No reviews yet. Installed it? Reviews come from verified installers only. How reviews work

Permissions

What this server can do and what it asks for, from its tool list, install config and code. Checked Oct 25, 2026.

Tools: 7 read · 6 write · 1 delete · 2 not yet classified
Secrets: None asked for
Install scripts: None found
Runs as: Node.js package

Tools by what they do 16

Read from the source code; the running server may list different tools.

Read 7 · Look things up without changing anything.

extract_memories
get_context
get_profile
get_recent_interactions
memory_stats
recall
search_history

Write 6 · Create, change, send or run things.

import_memory
link_memory
merge_memory
remember
save_lesson
update_memory

Delete 1 · Delete, drop, revoke or wipe things.

forget

Not yet classified 2 · We could not tell from the name and description.

consolidate
export_memory

Network hosts it talks to 2

github.com · found in code
opencode.ai · found in code

Files it touches

Your home directory (~)
Any path the agent passes to its tools

Tools (16)

Read from the source code; the running server may differ. Descriptions are the server’s own words; hidden characters are shown as [U+…].

consolidateConsolidate memories
Cluster similar memories via embedding similarity and optionally create derived/consolidated memories linked via 'derived_from'. Use during periodic consolidation.
export_memoryExport memory to JSON
Export preferences, lessons, profile (and optionally raw interactions) to a JSON file under data/exports/. Only writes inside that directory. Returns the file path, size in bytes and a JSON preview.
extract_memoriesExtract memories from interactions
Scan recent captured interactions for memory-intent phrases and propose memory candidates (deterministic, no LLM). Dry-run by default; pass apply=true to create them (source=captured).
forgetForget a memory entry
Delete one memory row (preference, lesson or interaction) by id and sync the search index. Pass type when you know it (ids from remember are preference ids, from save_lesson are lesson ids).
get_contextGet assembled context
Assemble relevant memories for the current task via hybrid retrieval (+ optional memory-graph expansion), with token budgeting. Use to load memory into context before a task.
get_profileGet user profile
Get the distilled user profile: profile sections, top preferences by confidence (max 15), and the 5 most recent lessons. Optional userId/sessionId/projectId scope the auto-projected memories; without them only GLOBAL memories are included.
get_recent_interactionsRecent interactions
List recently captured raw interactions (newest first) as [id] ts [kind] content lines. Optionally filter by kind. Use for auditing history or before distilling memory.
import_memoryImport memories
Import memories from a JSON array or a .json file inside data/exports/. Validates type, dedupes against existing memories, and never overwrites active memory blindly. Dry-run by default; pass apply=true to insert.
link_memoryLink two memories
Create a typed relationship between two memories in the graph (supports/contradicts/supersedes/derived_from/related_to/caused_by/depends_on).
memory_statsMemory statistics
Summarize memory usage: interaction counts by kind, preference/lesson totals, DB file size, oldest/newest interaction timestamps, and profile sections.
merge_memoryMerge memories
Merge a duplicate/near-duplicate memory into a canonical one. The source becomes superseded and provenance is recorded in metadata.merged_from.
recallRecall memory
Search preferences + lessons via full-text index, plus recent matching interactions. Use before starting a new task.
rememberRemember preference
Save or update a user preference (category+key upsert). Re-saving the same key increases confidence by 0.1 (cap 1.0). Returns the row id for forget().
save_lessonSave lesson
Record a lesson learned from a correction: what situation, what mistake, what is the correct way. Call immediately after the user corrects your work.
search_historySearch prompt history
Search past user prompts (kind='prompt') by keyword. Returns timestamped snippets truncated to 200 chars each.

Show 1 more tools

update_memoryUpdate a memory
Update mutable fields (summary/importance/confidence/valid_from/valid_until/metadata) in place. If content changes, a superseding memory is created by default (set supersede=false to edit in place).

Signals

Stars: 3
Forks: 1
Open issues: 0
Last commit: Oct 23, 2026 (6 days ago)
Last release: Oct 23, 2026 (6 days ago)

From GitHub (fetched Oct 24, 2026).

Details

Registry name: io.github.worakorn-prince/th-memory-mcp
Version: 2.4.0
Auth: No auth
Packages: npm th-memory-mcp
License: MIT
Repository: github.com/worakorn-prince/th-memory-mcp
First seen: Oct 24, 2026
Last checked: Oct 24, 2026
Source: Official MCP Registry github-graphql

Cite this page

Th Memory MCP. Agent Mart. https://agentmart.dev/connectors/worakorn-prince-th-memory-mcp (last updated 2026-10-24)