Batchit
MCP BatchIt is a batching server for MCP tool calls. By aggregating multiple MCP tool calls into one request, it significantly reduces the communication overhead and token consumption of AI agents.
2.5 points
7.0K

What is MCP BatchIt?

MCP BatchIt is a simple aggregator server in the MCP ecosystem. It exposes only one tool: 'batch_execute'. With this tool, you can combine multiple calls to MCP tools (such as fetch, read_file, create_directory, etc.) into one request.

How to use MCP BatchIt?

Send a JSON-RPC request to MCP BatchIt, specifying the target MCP server and the list of operations to be performed.

Applicable scenarios

Suitable for AI agents or multi-step tasks that need to reduce token consumption, network overhead, and duplicate context.

Main features

Single 'batch execution' tool
You only need to specify a series of sub-operations, which reference existing MCP server tools.
Parallel execution
Multiple sub-operations can be run simultaneously, controlled by `maxConcurrent`.
Timeout and error stop
Each sub-operation has a timeout limit. If an error occurs and `stopOnError` is true, new sub-operations will stop.
Connection caching
Reuse the same connection to the downstream MCP server until the idle timeout.
Advantages
Significantly reduce token consumption and network overhead.
Simplify the implementation of multi-step tasks.
Support parallel processing to improve efficiency.
Limitations
Does not support data transfer between sub-operations.
Cannot display partial progress midway.
Must use a real MCP server and cannot directly use the aggregator itself.
Each call can only reference one target MCP server.

How to use

Installation and startup
After cloning the repository and installing dependencies, run npm start to start the server.
Send a batch execution request
Send a `batch_execute` request to MCP BatchIt via JSON-RPC.

Usage examples

Read files and create a directory
Read two files and create a new directory.
Write to multiple files
Write content to multiple files.

Frequently Asked Questions

What if sub-operation #2 depends on the result of sub-operation #1?
Why do I sometimes get the error 'Tool create_directory not found'?
Can I enable error stopping while having concurrent execution?
Does BatchIt restart the target server every time?
If an error occurs midway, will it return partial results?

Related resources

GitHub repository
The official GitHub repository for MCP BatchIt.
MCP documentation
The complete documentation for the MCP protocol.

Installation

Copy the following command to your Client for configuration
Note: Your key is sensitive information, do not share it with anyone.

Alternatives

C
Claude Context
Claude Context is an MCP plugin that provides in - depth context of the entire codebase for AI programming assistants through semantic code search. It supports multiple embedding models and vector databases to achieve efficient code retrieval.
TypeScript
4.8K
5 points
A
Acemcp
Acemcp is an MCP server for codebase indexing and semantic search, supporting automatic incremental indexing, multi-encoding file processing, .gitignore integration, and a Web management interface, helping developers quickly search for and understand code context.
Python
9.9K
5 points
B
Blueprint MCP
Blueprint MCP is a chart generation tool based on the Arcade ecosystem. It uses technologies such as Nano Banana Pro to automatically generate visual charts such as architecture diagrams and flowcharts by analyzing codebases and system architectures, helping developers understand complex systems.
Python
8.2K
4 points
M
MCP Agent Mail
MCP Agent Mail is a mail - based coordination layer designed for AI programming agents, providing identity management, message sending and receiving, file reservation, and search functions, supporting asynchronous collaboration and conflict avoidance among multiple agents.
Python
8.4K
5 points
M
MCP
The Microsoft official MCP server provides search and access functions for the latest Microsoft technical documentation for AI assistants
13.1K
5 points
A
Aderyn
Aderyn is an open - source Solidity smart contract static analysis tool written in Rust, which helps developers and security researchers discover vulnerabilities in Solidity code. It supports Foundry and Hardhat projects, can generate reports in multiple formats, and provides a VSCode extension.
Rust
8.7K
5 points
D
Devtools Debugger MCP
The Node.js Debugger MCP server provides complete debugging capabilities based on the Chrome DevTools protocol, including breakpoint setting, stepping execution, variable inspection, and expression evaluation.
TypeScript
10.0K
4 points
S
Scrapling
Scrapling is an adaptive web scraping library that can automatically learn website changes and re - locate elements. It supports multiple scraping methods and AI integration, providing high - performance parsing and a developer - friendly experience.
Python
11.9K
5 points
N
Notion Api MCP
Certified
A Python-based MCP Server that provides advanced to-do list management and content organization functions through the Notion API, enabling seamless integration between AI models and Notion.
Python
17.5K
4.5 points
G
Gitlab MCP Server
Certified
The GitLab MCP server is a project based on the Model Context Protocol that provides a comprehensive toolset for interacting with GitLab accounts, including code review, merge request management, CI/CD configuration, and other functions.
TypeScript
17.5K
4.3 points
M
Markdownify MCP
Markdownify is a multi-functional file conversion service that supports converting multiple formats such as PDFs, images, audio, and web page content into Markdown format.
TypeScript
27.6K
5 points
D
Duckduckgo MCP Server
Certified
The DuckDuckGo Search MCP Server provides web search and content scraping services for LLMs such as Claude.
Python
55.0K
4.3 points
U
Unity
Certified
UnityMCP is a Unity editor plugin that implements the Model Context Protocol (MCP), providing seamless integration between Unity and AI assistants, including real - time state monitoring, remote command execution, and log functions.
C#
24.3K
5 points
F
Figma Context MCP
Framelink Figma MCP Server is a server that provides access to Figma design data for AI programming tools (such as Cursor). By simplifying the Figma API response, it helps AI more accurately achieve one - click conversion from design to code.
TypeScript
52.4K
4.5 points
G
Gmail MCP Server
A Gmail automatic authentication MCP server designed for Claude Desktop, supporting Gmail management through natural language interaction, including complete functions such as sending emails, label management, and batch operations.
TypeScript
17.2K
4.5 points
M
Minimax MCP Server
The MiniMax Model Context Protocol (MCP) is an official server that supports interaction with powerful text-to-speech, video/image generation APIs, and is suitable for various client tools such as Claude Desktop and Cursor.
Python
36.7K
4.8 points
AIBase
Zhiqi Future, Your AI Solution Think Tank
© 2025AIBase