Add LM Studio MCP client support; document rejected clients

.claude-plugin/marketplace.json

@@ -6,7 +6,7 @@
 	},
 	"metadata":{
 		"description":"A collection of Wolfram agent skills",
-		"version":"2.1.24"
+		"version":"2.1.28"
 	},
 	"plugins":[
 		{

AgentSkills/References/SetUpWolframMCPServer.md

@@ -44,6 +44,7 @@ Replace `<ClientName>` with one of the supported clients:
 | Cursor | `"Cursor"` |
 | Gemini CLI | `"GeminiCLI"` |
 | Junie | `"Junie"` |
+| LM Studio | `"LMStudio"` |
 | OpenCode | `"OpenCode"` |
 | VS Code | `"VisualStudioCode"` |
 | Windsurf | `"Windsurf"` |

AgentSkills/Skills/wolfram-alpha/SKILL.md

@@ -4,7 +4,7 @@ description: Queries Wolfram|Alpha for up-to-date computational results and retr
 compatibility: Requires the Wolfram MCP server or wolframscript on PATH
 metadata:
   author: Wolfram Research
-  version: 2.1.24
+  version: 2.1.28
 ---
 
 # Wolfram|Alpha

AgentSkills/Skills/wolfram-alpha/references/SetUpWolframMCPServer.md

@@ -39,10 +39,12 @@ Replace `<ClientName>` with one of the supported clients:
 | Claude Desktop | `"ClaudeDesktop"` |
 | Cline | `"Cline"` |
 | Codex CLI | `"Codex"` |
+| Continue | `"Continue"` |
 | Copilot CLI | `"CopilotCLI"` |
 | Cursor | `"Cursor"` |
 | Gemini CLI | `"GeminiCLI"` |
 | Junie | `"Junie"` |
+| LM Studio | `"LMStudio"` |
 | OpenCode | `"OpenCode"` |
 | VS Code | `"VisualStudioCode"` |
 | Windsurf | `"Windsurf"` |

AgentSkills/Skills/wolfram-language/SKILL.md

@@ -4,7 +4,7 @@ description: Evaluates Wolfram Language code, searches documentation, inspects c
 compatibility: Requires the Wolfram MCP server or wolframscript on PATH
 metadata:
   author: Wolfram Research
-  version: 2.1.24
+  version: 2.1.28
 ---
 
 # Wolfram Language

AgentSkills/Skills/wolfram-language/references/SetUpWolframMCPServer.md

@@ -39,10 +39,12 @@ Replace `<ClientName>` with one of the supported clients:
 | Claude Desktop | `"ClaudeDesktop"` |
 | Cline | `"Cline"` |
 | Codex CLI | `"Codex"` |
+| Continue | `"Continue"` |
 | Copilot CLI | `"CopilotCLI"` |
 | Cursor | `"Cursor"` |
 | Gemini CLI | `"GeminiCLI"` |
 | Junie | `"Junie"` |
+| LM Studio | `"LMStudio"` |
 | OpenCode | `"OpenCode"` |
 | VS Code | `"VisualStudioCode"` |
 | Windsurf | `"Windsurf"` |

AgentSkills/Skills/wolfram-notebooks/SKILL.md

@@ -4,7 +4,7 @@ description: Reads and writes Wolfram notebook (.nb) files. Use this skill when
 compatibility: Requires the Wolfram MCP server or wolframscript on PATH
 metadata:
   author: Wolfram Research
-  version: 2.1.24
+  version: 2.1.28
 ---
 
 # Wolfram Notebooks

AgentSkills/Skills/wolfram-notebooks/references/SetUpWolframMCPServer.md

@@ -39,10 +39,12 @@ Replace `<ClientName>` with one of the supported clients:
 | Claude Desktop | `"ClaudeDesktop"` |
 | Cline | `"Cline"` |
 | Codex CLI | `"Codex"` |
+| Continue | `"Continue"` |
 | Copilot CLI | `"CopilotCLI"` |
 | Cursor | `"Cursor"` |
 | Gemini CLI | `"GeminiCLI"` |
 | Junie | `"Junie"` |
+| LM Studio | `"LMStudio"` |
 | OpenCode | `"OpenCode"` |
 | VS Code | `"VisualStudioCode"` |
 | Windsurf | `"Windsurf"` |

AgentSkills/Skills/wolfram-paclets/SKILL.md

@@ -4,7 +4,7 @@ description: Checks, builds, and submits Wolfram Language paclets. Use this skil
 compatibility: Requires the Wolfram MCP server or wolframscript on PATH
 metadata:
   author: Wolfram Research
-  version: 2.1.24
+  version: 2.1.28
 ---
 
 # Wolfram Paclets

AgentSkills/Skills/wolfram-paclets/references/SetUpWolframMCPServer.md

@@ -39,10 +39,12 @@ Replace `<ClientName>` with one of the supported clients:
 | Claude Desktop | `"ClaudeDesktop"` |
 | Cline | `"Cline"` |
 | Codex CLI | `"Codex"` |
+| Continue | `"Continue"` |
 | Copilot CLI | `"CopilotCLI"` |
 | Cursor | `"Cursor"` |
 | Gemini CLI | `"GeminiCLI"` |
 | Junie | `"Junie"` |
+| LM Studio | `"LMStudio"` |
 | OpenCode | `"OpenCode"` |
 | VS Code | `"VisualStudioCode"` |
 | Windsurf | `"Windsurf"` |

Kernel/InstallMCPServer.wl

@@ -625,6 +625,7 @@ guessClientName[ file_? fileQ ] := Enclose[
             { __, ".junie", "mcp", "mcp.json" }, Throw[ "Junie" ],
             { __, ".continue", "config.yaml" }, Throw[ "Continue" ],
             { __, ".continue", "mcpservers", _ }, Throw[ "Continue" ],
+            { __, ".lmstudio", "mcp.json" }, Throw[ "LMStudio" ],
             { __, "augment.vscode-augment", "augment-global-state", "mcpservers.json" }, Throw[ "AugmentCodeIDE" ]
         ];
 

Kernel/SupportedClients.wl

@@ -192,6 +192,15 @@ $supportedMCPClients = <|
         "ProjectPath"     -> { ".kiro", "settings", "mcp.json" },
         "InstallLocation" :> { $HomeDirectory, ".kiro", "settings", "mcp.json" }
     |>,
+    "LMStudio" -> <|
+        "DisplayName"     -> "LM Studio",
+        "DefaultToolset"  -> "Wolfram",
+        "Aliases"         -> { },
+        "ConfigFormat"    -> "JSON",
+        "ConfigKey"       -> { "mcpServers" },
+        "URL"             -> "https://lmstudio.ai",
+        "InstallLocation" :> { $HomeDirectory, ".lmstudio", "mcp.json" }
+    |>,
     "OpenCode" -> <|
         "DisplayName"     -> "OpenCode",
         "DefaultToolset"  -> "WolframLanguage",

README.md

@@ -130,6 +130,7 @@ AgentTools can be installed into the following MCP client applications:
 | [Goose](https://block.github.io/goose/) | `"Goose"` | No |
 | [Google Antigravity](https://antigravity.google) | `"Antigravity"` | No |
 | [Junie](https://www.jetbrains.com/junie/) (JetBrains IDE plugin + CLI) | `"Junie"` | Yes |
+| [LM Studio](https://lmstudio.ai) | `"LMStudio"` | No |
 | [OpenAI Codex](https://openai.com/codex) | `"Codex"` | Yes |
 | [OpenCode](https://opencode.ai) | `"OpenCode"` | Yes |
 | [Visual Studio Code](https://code.visualstudio.com) | `"VisualStudioCode"` | Yes |

TODO/more-mcp-clients.md

@@ -65,4 +65,43 @@ Cherry Studio stores MCP configurations in Redux state with localStorage persist
 Continue uses a YAML config file (`~/.continue/config.yaml`) with `mcpServers` as an **array of entries** (each carrying its own `name` field), and a project-scope directory of standalone YAML/JSON block files at `<project>/.continue/mcpServers/`. The two infrastructure pieces this needs — YAML round-trip (`Kernel/YAML.wl`, used by Goose) and array-shaped MCP entries with name-based upsert (used by `AugmentCodeIDE`) — are both in place, so the original "more complicated implementation" rationale no longer applies. See [continue.md](../client-research/continue.md) §Implementation Assessment for the current plan.
 
 - [x] Research how MCP servers are added to Continue and write a detailed report in [continue.md](../client-research/continue.md) (revised May 2026 to use native YAML)
-- [x] Implement support for `InstallMCPServer["Continue", ...]` — writes into `~/.continue/config.yaml` (global) and `.continue/mcpServers/wolfram.yaml` (project), reusing the Goose YAML pattern and the AugmentCodeIDE name-based upsert pattern. Covers all three Continue distributions — VS Code extension, JetBrains plugin, and the `cn` CLI (`npm i -g @continuedev/cli`) — because they all read the same config files.
+- [x] Implement support for `InstallMCPServer["Continue", ...]` — writes into `~/.continue/config.yaml` (global) and `.continue/mcpServers/wolfram.yaml` (project), reusing the Goose YAML pattern and the AugmentCodeIDE name-based upsert pattern. Covers all three Continue distributions — VS Code extension, JetBrains plugin, and the `cn` CLI (`npm i -g @continuedev/cli`) — because they all read the same config files.
+
+### [LM Studio](https://lmstudio.ai/)
+
+LM Studio is a cross-platform (macOS / Windows / Linux) desktop app for running local LLMs that doubles as an MCP client. It uses a single file-based config at `~/.lmstudio/mcp.json` (`%USERPROFILE%\.lmstudio\mcp.json` on Windows) and explicitly "follows Cursor's `mcp.json` notation" — a top-level `mcpServers` object keyed by name with the standard `command`/`args`/`env` fields. It supports both local stdio and remote MCP servers, has no project scope, and needs no custom `ServerConverter`. This makes it one of the easiest clients to add — effectively a clone of the `Cursor` entry with a different path. See [lmstudio.md](../client-research/lmstudio.md) for the full plan. Fully testable on Windows (a Windows build exists).
+
+- [x] Research how MCP servers are added to LM Studio and write a detailed report in [lmstudio.md](../client-research/lmstudio.md)
+- [x] Implement support for `InstallMCPServer["LMStudio", ...]` — `$supportedMCPClients` entry pointing at `~/.lmstudio/mcp.json` (standard `mcpServers` JSON, no converter, no project scope, default toolset `"Wolfram"`), `guessClientName` path pattern, tests, and docs rows
+
+## Rejected / Not Feasible
+
+These clients were researched and rejected for `InstallMCPServer` support. The common blocker is the same as Cherry Studio: no documented, stable, external configuration file to write to (configuration lives in an in-app UI, an internal database, or hosted state). For each, the manual workaround remains available to users on supported platforms — generate `MCPServerObject["Wolfram"]["JSONConfiguration"]` (or the relevant server) and add it through the client's own UI.
+
+### [Dify](https://dify.ai/)
+
+Web-based LLM-app platform. MCP servers are added entirely through the web UI (Tools → MCP → Add MCP Server (HTTP)), stored in Dify's backend, and only **HTTP** transport is supported (no stdio). There is no on-disk config file, and Dify runs as a hosted/self-hosted web service rather than a local app, so `InstallMCPServer` has nothing to target.
+
+- [x] Research how MCP servers are added to Dify
+- [x] Reject support for `InstallMCPServer["Dify", ...]` — web UI / backend storage, HTTP-only, no local config file
+
+### [RecurseChat](https://recurse.chat/)
+
+Mac App Store app, **Apple-Silicon-only** (macOS Ventura 13.5+, no Intel, no Windows/Linux). MCP servers are configured through the in-app UI ("New Model → New MCP Model → import MCP Server JSON Config"); there is no documented on-disk config file. Cannot be hands-on tested without an Apple Silicon Mac, and there is no config file to write to regardless.
+
+- [x] Research how MCP servers are added to RecurseChat and write a detailed report in [recurse-chat.md](../client-research/recurse-chat.md)
+- [x] Reject support for `InstallMCPServer["RecurseChat", ...]` — in-app UI only, no config file, Mac-only
+
+### [Msty Studio](https://msty.ai/)
+
+Cross-platform desktop app (Windows / macOS / Linux) with MCP support for both stdio and streamable-HTTP. However, MCP servers are configured through the in-app "Add New Tool" UI with inline per-tool JSON (not a `mcpServers`-keyed object), and there is no documented on-disk config file. Testable on Windows, but `InstallMCPServer` has no documented file to target. If a stable config file is later confirmed under `%APPDATA%\Msty`, this could be revisited.
+
+- [x] Research how MCP servers are added to Msty Studio and write a detailed report in [msty.md](../client-research/msty.md)
+- [x] Reject support for `InstallMCPServer["Msty", ...]` — in-app UI only, no documented config file (revisit if one is found)
+
+### [5ire](https://5ire.app/)
+
+Open-source desktop AI assistant / MCP client. Supports both stdio and remote MCP servers, but stores configuration in an internal **pglite** database (migrated from SQLite + LanceDB), managed through the in-app UI — there is no external config file. Additionally, the latest release ships only macOS and Linux binaries (no Windows installer), so it is not hands-on testable on Windows without building from source. Same blocker as Cherry Studio.
+
+- [x] Research how MCP servers are added to 5ire and write a detailed report in [5ire.md](../client-research/5ire.md)
+- [x] Reject support for `InstallMCPServer["5ire", ...]` — internal pglite database, no external config file