Nahmanmate Code Research MCP Server
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
4.6K

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 search
Search mainstream developer platforms such as Stack Overflow, GitHub, MDN, npm, and PyPI simultaneously
Intelligent cache
All search results are automatically cached for 1 hour to avoid repeated queries and improve efficiency
Parallel search
When using the search_all command, all platforms can be queried in parallel, significantly reducing the response time
Deep GitHub integration
It can search both code repositories and specific code files and supports filtering by language
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 problems
When encountering a specific error or not knowing how to implement a certain function
Compare technical options
When you need to compare different technical solutions or libraries
Learn new technologies
Quickly 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.

Alternatives

M
MCP
The Microsoft official MCP server provides search and access functions for the latest Microsoft technical documentation for AI assistants
9.7K
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
5.9K
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
5.4K
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
8.9K
5 points
M
Mcpjungle
MCPJungle is a self-hosted MCP gateway used to centrally manage and proxy multiple MCP servers, providing a unified tool access interface for AI agents.
Go
0
4.5 points
C
Cipher
Cipher is an open-source memory layer framework designed for programming AI agents. It integrates with various IDEs and AI coding assistants through the MCP protocol, providing core functions such as automatic memory generation, team memory sharing, and dual-system memory management.
TypeScript
0
5 points
N
Nexus
Nexus is an AI tool aggregation gateway that supports connecting multiple MCP servers and LLM providers, providing tool search, execution, and model routing functions through a unified endpoint, and supporting security authentication and rate limiting.
Rust
0
4 points
S
Shadcn Ui MCP Server
An MCP server that provides shadcn/ui component integration for AI workflows, supporting React, Svelte, and Vue frameworks. It includes functions for accessing component source code, examples, and metadata.
TypeScript
12.1K
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
16.6K
4.3 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
14.8K
4.5 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
24.5K
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
43.7K
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#
19.2K
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
45.3K
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
30.2K
4.8 points
C
Context7
Context7 MCP is a service that provides real-time, version-specific documentation and code examples for AI programming assistants. It is directly integrated into prompts through the Model Context Protocol to solve the problem of LLMs using outdated information.
TypeScript
62.4K
4.7 points
AIBase
Zhiqi Future, Your AI Solution Think Tank
© 2025AIBase