superlocalmemory
Advanced tools
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| { | ||
| "name": "superlocalmemory", | ||
| "version": "3.6.6", | ||
| "version": "3.6.7", | ||
| "description": "Information-geometric agent memory with mathematical guarantees. 4-channel retrieval, Fisher-Rao similarity, zero-LLM mode, EU AI Act compliant. Works with Claude, Cursor, Windsurf, and 17+ AI tools.", | ||
@@ -5,0 +5,0 @@ "keywords": [ |
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| [project] | ||
| name = "superlocalmemory" | ||
| version = "3.6.6" | ||
| version = "3.6.7" | ||
| description = "Information-geometric agent memory with mathematical guarantees" | ||
@@ -5,0 +5,0 @@ readme = "README.md" |
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@@ -312,2 +312,8 @@ <p align="center"> | ||
| SLM supports **two MCP transports** — use whichever fits your tool. Both expose the same 33 tools and 7 resources. | ||
| #### Option A — HTTP transport (v3.6.7+, recommended) | ||
| One shared process handles every client. RAM is flat regardless of how many IDE windows, subagents, or concurrent sessions connect. Requires the SLM daemon to be running (`slm start`). | ||
| ```json | ||
@@ -317,2 +323,22 @@ { | ||
| "superlocalmemory": { | ||
| "type": "http", | ||
| "url": "http://127.0.0.1:8765/mcp/" | ||
| } | ||
| } | ||
| } | ||
| ``` | ||
| > **Claude Code** also accepts: | ||
| > ```bash | ||
| > claude mcp add --transport http superlocalmemory http://127.0.0.1:8765/mcp/ | ||
| > ``` | ||
| #### Option B — stdio transport (universal, works everywhere) | ||
| Spawns one `slm mcp` subprocess per client connection (~90–110 MB each). Works with every MCP-compatible tool including those that do not yet support HTTP transport. No daemon required. | ||
| ```json | ||
| { | ||
| "mcpServers": { | ||
| "superlocalmemory": { | ||
| "command": "slm", | ||
@@ -325,4 +351,33 @@ "args": ["mcp"] | ||
| 33 MCP tools by default (+42 optional behind `SLM_MCP_ALL_TOOLS=1`) + 7 resources. Works with any MCP-compatible client — we ship templated configs for Claude Code, Cursor, Windsurf, VS Code Copilot, Continue, Cody, ChatGPT Desktop, Gemini CLI, JetBrains, Zed, and Antigravity (15 IDE configs in `ide/configs/`). **V3.3: Adaptive lifecycle, smart compression, and pattern learning.** | ||
| #### Option C — `mcp-remote` bridge (for stdio-only tools that want HTTP) | ||
| Some CLIs (e.g. Grok CLI) only speak stdio but you still want the RAM benefit of HTTP. The [`@modelcontextprotocol/client-cli`](https://www.npmjs.com/package/@modelcontextprotocol/client-cli) package bridges them: | ||
| ```bash | ||
| npm install -g @modelcontextprotocol/client-cli | ||
| ``` | ||
| ```json | ||
| { | ||
| "mcpServers": { | ||
| "superlocalmemory": { | ||
| "command": "mcp-remote", | ||
| "args": ["http://127.0.0.1:8765/mcp/", "--allow-http", "--transport", "http-only"] | ||
| } | ||
| } | ||
| } | ||
| ``` | ||
| #### When to use which | ||
| | Situation | Use | | ||
| |-----------|-----| | ||
| | Claude Code / Claude Desktop (v3.6.7+) | **HTTP** — zero new processes per session | | ||
| | Cursor, Windsurf, Gemini CLI, Antigravity | **HTTP** — native support | | ||
| | Grok CLI, tools that only support stdio | **`mcp-remote` bridge** | | ||
| | Offline / daemon-free usage | **stdio** | | ||
| | Any tool, any version | **stdio** always works as fallback | | ||
| See [`docs/ide-setup.md`](docs/ide-setup.md) for per-IDE configs. 33 MCP tools by default (+42 optional behind `SLM_MCP_ALL_TOOLS=1`) + 7 resources. Works with any MCP-compatible client — we ship templated configs for Claude Code, Cursor, Windsurf, VS Code Copilot, Continue, Cody, ChatGPT Desktop, Gemini CLI, JetBrains, Zed, and Antigravity (15 IDE configs in `ide/configs/`). | ||
| ### Dual Interface: MCP + CLI | ||
@@ -329,0 +384,0 @@ |
| Metadata-Version: 2.4 | ||
| Name: superlocalmemory | ||
| Version: 3.6.6 | ||
| Version: 3.6.7 | ||
| Summary: Information-geometric agent memory with mathematical guarantees | ||
@@ -404,2 +404,8 @@ Author-email: Varun Pratap Bhardwaj <admin@superlocalmemory.com> | ||
| SLM supports **two MCP transports** — use whichever fits your tool. Both expose the same 33 tools and 7 resources. | ||
| #### Option A — HTTP transport (v3.6.7+, recommended) | ||
| One shared process handles every client. RAM is flat regardless of how many IDE windows, subagents, or concurrent sessions connect. Requires the SLM daemon to be running (`slm start`). | ||
| ```json | ||
@@ -409,2 +415,22 @@ { | ||
| "superlocalmemory": { | ||
| "type": "http", | ||
| "url": "http://127.0.0.1:8765/mcp/" | ||
| } | ||
| } | ||
| } | ||
| ``` | ||
| > **Claude Code** also accepts: | ||
| > ```bash | ||
| > claude mcp add --transport http superlocalmemory http://127.0.0.1:8765/mcp/ | ||
| > ``` | ||
| #### Option B — stdio transport (universal, works everywhere) | ||
| Spawns one `slm mcp` subprocess per client connection (~90–110 MB each). Works with every MCP-compatible tool including those that do not yet support HTTP transport. No daemon required. | ||
| ```json | ||
| { | ||
| "mcpServers": { | ||
| "superlocalmemory": { | ||
| "command": "slm", | ||
@@ -417,4 +443,33 @@ "args": ["mcp"] | ||
| 33 MCP tools by default (+42 optional behind `SLM_MCP_ALL_TOOLS=1`) + 7 resources. Works with any MCP-compatible client — we ship templated configs for Claude Code, Cursor, Windsurf, VS Code Copilot, Continue, Cody, ChatGPT Desktop, Gemini CLI, JetBrains, Zed, and Antigravity (15 IDE configs in `ide/configs/`). **V3.3: Adaptive lifecycle, smart compression, and pattern learning.** | ||
| #### Option C — `mcp-remote` bridge (for stdio-only tools that want HTTP) | ||
| Some CLIs (e.g. Grok CLI) only speak stdio but you still want the RAM benefit of HTTP. The [`@modelcontextprotocol/client-cli`](https://www.npmjs.com/package/@modelcontextprotocol/client-cli) package bridges them: | ||
| ```bash | ||
| npm install -g @modelcontextprotocol/client-cli | ||
| ``` | ||
| ```json | ||
| { | ||
| "mcpServers": { | ||
| "superlocalmemory": { | ||
| "command": "mcp-remote", | ||
| "args": ["http://127.0.0.1:8765/mcp/", "--allow-http", "--transport", "http-only"] | ||
| } | ||
| } | ||
| } | ||
| ``` | ||
| #### When to use which | ||
| | Situation | Use | | ||
| |-----------|-----| | ||
| | Claude Code / Claude Desktop (v3.6.7+) | **HTTP** — zero new processes per session | | ||
| | Cursor, Windsurf, Gemini CLI, Antigravity | **HTTP** — native support | | ||
| | Grok CLI, tools that only support stdio | **`mcp-remote` bridge** | | ||
| | Offline / daemon-free usage | **stdio** | | ||
| | Any tool, any version | **stdio** always works as fallback | | ||
| See [`docs/ide-setup.md`](docs/ide-setup.md) for per-IDE configs. 33 MCP tools by default (+42 optional behind `SLM_MCP_ALL_TOOLS=1`) + 7 resources. Works with any MCP-compatible client — we ship templated configs for Claude Code, Cursor, Windsurf, VS Code Copilot, Continue, Cody, ChatGPT Desktop, Gemini CLI, JetBrains, Zed, and Antigravity (15 IDE configs in `ide/configs/`). | ||
| ### Dual Interface: MCP + CLI | ||
@@ -421,0 +476,0 @@ |
@@ -31,3 +31,3 @@ """SuperLocalMemory — information-geometric agent memory.""" | ||
| __version__ = "3.6.6" | ||
| __version__ = "3.6.7" | ||
@@ -34,0 +34,0 @@ _REQUIRED_VERSIONS = { |
@@ -240,6 +240,17 @@ # Copyright (c) 2026 Varun Pratap Bhardwaj / Qualixar | ||
| import threading | ||
| _warmup_thread = threading.Thread(target=_eager_warmup, daemon=True, name="mcp-warmup") | ||
| _warmup_thread.start() | ||
| # v3.6.7: Suppress standalone-process behaviours when the MCP server is | ||
| # imported inside the daemon (SLM_MCP_EMBEDDED=1). Three threads are safe | ||
| # to run in a dedicated `slm mcp` subprocess but harmful inside the daemon: | ||
| # mcp-warmup — creates a LIGHT engine duplicate; daemon has a FULL one. | ||
| # parent-watchdog — calls os._exit(0) if its parent IDE quits, which would | ||
| # kill the daemon along with it. | ||
| # stdin-eof-monitor — monitors stdin pipe; meaningless inside the daemon. | ||
| _embedded_in_daemon = _os.environ.get("SLM_MCP_EMBEDDED") == "1" | ||
| if not _embedded_in_daemon: | ||
| _warmup_thread = threading.Thread(target=_eager_warmup, daemon=True, name="mcp-warmup") | ||
| _warmup_thread.start() | ||
| # V3.4.57: Parent watchdog — self-terminate when the IDE/Claude session dies. | ||
@@ -278,4 +289,5 @@ # FastMCP relies on stdin EOF to stop, but stdin EOF is NOT guaranteed on | ||
| _watchdog_thread = threading.Thread(target=_parent_watchdog, daemon=True, name="parent-watchdog") | ||
| _watchdog_thread.start() | ||
| if not _embedded_in_daemon: | ||
| _watchdog_thread = threading.Thread(target=_parent_watchdog, daemon=True, name="parent-watchdog") | ||
| _watchdog_thread.start() | ||
@@ -342,4 +354,5 @@ | ||
| _stdin_monitor_thread = threading.Thread(target=_stdin_eof_monitor, daemon=True, name="stdin-eof-monitor") | ||
| _stdin_monitor_thread.start() | ||
| if not _embedded_in_daemon: | ||
| _stdin_monitor_thread = threading.Thread(target=_stdin_eof_monitor, daemon=True, name="stdin-eof-monitor") | ||
| _stdin_monitor_thread.start() | ||
@@ -346,0 +359,0 @@ |
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