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hideya
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Minor README.md refinements
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README.md

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@@ -23,7 +23,7 @@ server tools with LangChain / TypeScript.
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[Model Context Protocol (MCP)](https://modelcontextprotocol.io/) is the de facto industry standard
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that dramatically expands the scope of LLMs by enabling the integration of external tools and resources,
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including DBs, Cloud Storages, GitHub, Docker, Slack, and more.
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There are [quite a few useful MCP servers already available.
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There are quite a few useful MCP servers already available.
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See [MCP Server Listing on the Official Site](https://github.com/modelcontextprotocol/servers?tab=readme-ov-file#model-context-protocol-servers).
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This utility's goal is to make these numerous MCP servers easily accessible from LangChain.
@@ -308,7 +308,7 @@ Can be found [here](https://github.com/hideya/langchain-mcp-tools-ts/blob/main/C
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1. **Enable debug logging**: Set `logLevel: "debug"` to see detailed connection and execution logs
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2. **Check server stderr**: For stdio MCP servers, use `stderr` redirection to capture server error output
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3. **Test explicit transports**: Try forcing specific transport types to isolate auto-detection issues
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4. **Verify server independently**: Test the MCP server with other clients (e.g., MCP Inspector)
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4. **Verify server independently**: Refer to [Debugging Section in MCP documentation](https://modelcontextprotocol.io/docs/tools/debugging)
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### LLM Provider Schema Compatibility
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testfiles/simple-usage.ts

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@@ -134,13 +134,15 @@ export async function test(): Promise<void> {
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// ],
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// cwd: "/tmp" // the working directory to be use by the server
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// },
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// "sequential-thinking": {
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// command: "npx",
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// args: [
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// "-y",
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// "@modelcontextprotocol/server-sequential-thinking"
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// ]
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// },
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// playwright: {
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// command: "npx",
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// args: [
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const llm = new ChatGoogleGenerativeAI({
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// https://ai.google.dev/gemini-api/docs/pricing
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// https://console.cloud.google.com/billing
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model: "gemini-2.0-flash"
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// model: "gemini-2.5-flash"
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model: "gemini-2.5-flash"
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// model: "gemini-2.5-pro"
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});
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// const query = "Read and briefly summarize the LICENSE file";
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// const query = "Tell me how many of directories in `.`";
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// const query = "Tell me how many github repositories I have?"
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// const query = "Make a DB and put items fruits, apple and orange, with counts 123 and 345 respectively";
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// const query = "Put items fruits, apple and orange, with counts 123 and 456 respectively to the DB, " +
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// "increment the coutns by 1, and show all the items in the DB.";
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// const query = "Make a new table in DB and put items apple and orange with counts 123 and 345 respectively, " +
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// "then increment the coutns by 1, and show all the items in the table."
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// const query = "Use sequential thinking to arrange these events of backing bread " +
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// "in the correct sequence: baking, proofing, mixing, kneading, cooling";
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// "in the correct sequence: baking, proofing, mixing, kneading, cooling";
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// const query = "Open bbc.com page";
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// const query = "Tell me about my Notion account";
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// const query = "What's the news from Tokyo today?";
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