MCP BatchIt
๐ MCP aggregator for batching multiple tool calls into a single request. Reduces overhead, saves tokens, and simplifies complex operations in AI agent workflows.
What is MCP BatchIt?
MCP BatchIt is a Model Context Protocol (MCP) server that allows AI assistants like Claude, Cursor, and VS Code to ๐ mcp aggregator for batching multiple tool calls into a single request. reduces overhead, saves tokens, and simplifies complex operations in ai agent workflows.
๐ MCP aggregator for batching multiple tool calls into a single request. Reduces overhead, saves tokens, and simplifies complex operations in AI agent workflows.
This server falls under the Developer Tools category on MCPgee, the world's largest MCP server directory with 33,000+ servers.
Features
- ๐ MCP aggregator for batching multiple tool calls into a sin
Use Cases
Maintainer
Works with
Installation
Manual Installation
npx mcp-batchitConfiguration
Configuration Details
claude_desktop_config.json
Performance
Response Metrics
Resource Usage
How to Set Up and Use MCP BatchIt
MCP BatchIt is an MCP aggregator server that reduces the overhead of multi-tool AI workflows by batching multiple MCP tool calls into a single `batch_execute` request. Instead of Claude making many sequential round-trips to different MCP servers, BatchIt connects to downstream MCP servers, runs the sub-operations in parallel with configurable concurrency, and returns all results together โ saving tokens and reducing latency in complex agentic pipelines.
Prerequisites
- Node.js 18 or higher installed
- One or more downstream MCP servers already configured (e.g., @modelcontextprotocol/server-filesystem)
- An MCP-compatible client such as Claude Desktop or Claude Code
- Git to clone the repository
Clone the repository
Clone the MCP BatchIt repository to your local machine.
git clone https://github.com/ryanjoachim/mcp-batchit.git
cd mcp-batchitInstall dependencies
Install all Node.js dependencies required by the project.
npm installBuild the project
Compile the source code before use.
npm run buildVerify the server starts
Run the server once manually to confirm it starts without errors. It operates via stdio by default.
npm startConfigure Claude Desktop
Add BatchIt to your claude_desktop_config.json. When invoking batch_execute, specify the targetServer (name, type, and transport) and the list of operations to run in parallel.
MCP BatchIt Examples
Client configuration
Add this to your claude_desktop_config.json to make BatchIt available as an MCP server.
{
"mcpServers": {
"mcp-batchit": {
"command": "node",
"args": ["/path/to/mcp-batchit/dist/index.js"]
}
}
}Prompts to try
Use these prompts to leverage BatchIt for parallel multi-tool operations in Claude.
- "Use batch_execute to read these 5 files from the filesystem server in parallel: index.ts, config.ts, utils.ts, types.ts, and main.ts"
- "Batch the following 3 tool calls to the filesystem server with stopOnError set to false so all results are returned even if one fails"
- "Run these database queries in parallel using batch_execute with a maxConcurrent of 3 and a timeoutMs of 5000"
- "Use batch_execute to fetch these 4 API endpoints simultaneously and summarize the combined results"Troubleshooting MCP BatchIt
batch_execute fails to connect to the downstream MCP server
Verify the targetServer configuration in your batch_execute call includes the correct server name, type (stdio or sse), and transport details. The downstream server must be installed and accessible from the same environment where BatchIt is running.
Some operations succeed but others fail silently in a batch
Set stopOnError to false in the options object so all operations run and return their individual results or errors. This allows you to identify which specific sub-operations failed rather than having the entire batch abort on the first error.
Batch operations time out for slow tools
Increase the timeoutMs value in the options object. The default timeout may be too short for tools that perform network requests or file operations on large data. Start with 30000 (30 seconds) and adjust based on the expected duration of your slowest operation.
Frequently Asked Questions about MCP BatchIt
What is MCP BatchIt?
MCP BatchIt is a Model Context Protocol (MCP) server that ๐ mcp aggregator for batching multiple tool calls into a single request. reduces overhead, saves tokens, and simplifies complex operations in ai agent workflows. It connects AI assistants to external tools and data sources through a standardized interface.
How do I install MCP BatchIt?
Follow the installation instructions on the MCP BatchIt GitHub repository. Clone the repo, install dependencies, and add the server config to your AI client.
Which AI clients work with MCP BatchIt?
MCP BatchIt works with all major MCP-compatible AI clients including Claude Desktop, Claude Code, Cursor, VS Code (GitHub Copilot), Windsurf, and Cline.
Is MCP BatchIt free to use?
Yes, MCP BatchIt is open source and available under the MIT license. You can use it freely in both personal and commercial projects.
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