N

Nahmanmate Code Research MCP Server

An MCP server that provides a cross - platform programming resource search tool, integrating developer platforms such as Stack Overflow, GitHub, and MDN to help LLMs find code examples, documentation, and software packages.
2 points
12

What is Code Research MCP Server?

This is an intelligent search tool server designed specifically for developers. It can query multiple programming resource platforms (such as GitHub, Stack Overflow, etc.) simultaneously to help quickly find code examples, documentation, and technical solutions. It integrates with the AI development environment through the standardized Model Context Protocol (MCP).

How to use the Code Research service?

After installation and configuration, you can directly send natural language queries through supported AI development tools (such as Claude, VSCode plugins), and the server will automatically obtain the most relevant programming resources from each platform.

Use cases

It is particularly useful when you need to: 1) Find solutions to specific programming problems; 2) Search for reliable code library references; 3) Compare the implementations of different technical solutions; 4) Quickly obtain official documentation.

Main features

Multi - platform integrated searchSearch mainstream developer platforms such as Stack Overflow, GitHub, MDN, npm, and PyPI simultaneously
Intelligent cacheAll search results are automatically cached for 1 hour to avoid repeated queries and improve efficiency
Parallel searchWhen using the search_all command, all platforms can be queried in parallel, significantly reducing the response time
Deep GitHub integrationIt can search both code repositories and specific code files and supports filtering by language

Advantages and limitations

Advantages
One - stop access to resources from multiple development platforms, saving switching time
Search results are organized and standardized, making them easier to read
The built - in cache mechanism reduces the number of API calls
Supports configuring the GitHub Token through environment variables to increase the rate limit
Limitations
Depends on the API availability of third - party platforms
The free version has a limit on the number of GitHub API calls
There is a limit on the number of results returned by some platforms (such as Stack Overflow)

How to use

Install the server
Install it with one click through Smithery or manually clone the repository and install the dependencies
Configure MCP settings
Add the server configuration to the corresponding settings file according to your development environment
Start querying
Enter natural language queries directly or use specific commands in the supported client

Usage examples

Solve specific programming problemsWhen encountering a specific error or not knowing how to implement a certain function
Compare technical optionsWhen you need to compare different technical solutions or libraries
Learn new technologiesQuickly obtain authoritative documentation for new technologies or APIs

Frequently Asked Questions

Why does my GitHub search return very few results?
How to update the cached results?
Which programming languages are supported for code search?

Related resources

GitHub repository
Project source code and latest updates
MCP protocol documentation
Official description of the Model Context Protocol
Smithery platform
MCP server distribution and management platform
Installation
Copy the following command to your Client for configuration
Note: Your key is sensitive information, do not share it with anyone.
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