open-index/open-npm huggingface dataset:
npm package: @iflow-mcp/mcp-reasoner
Description: MCP Reasoner with multiple reasoning strategies including Beam Search and Monte Carlo Tree Search
Latest version: 2.1.0

# MCP Reasoner
A reasoning implementation for Claude Desktop that lets you use both Beam Search and Monte Carlo Tree Search (MCTS). tbh this started as a way to see if we could make Claude even better at complex problem-solving... turns out we definitely can.

### Current Version:
**v2.1.0**

#### What's New:

> Added R1-Sonnet Integration:
>
>     - New tool schema `mcp-reasoner-r1`:
>
>         - Direct integration with deepseek/deepseek-r1 model
>
>         - Allows Claude to leverage R1's reasoning capabilities
>
>         - Simplified API for direct model access
>
>     *NOTE* Requires OpenRouter API key for accessing the R1 model.
>     *NOTE* While OpenRouter selects deepseek/deepseek-r1 as the default model to lower costs, often Fireworks/TogetherAI is selected as the provider as fallback.

#### Previous Version:
**v2.0.0**

#### What's New:

> Added 2 Experimental Reasoning Algorithms:
>
>     - `mcts-002-alpha`
>
>         - Uses the A* Search Method along with an early *alpha* implementation of a Policy Simulation Layer
>
>         - Also includes an early *alpha* implementation of Adaptive Exploration Simulator & Outcome Based Reasoning Simulator
>
>     *NOTE* the implementation of these alpha simulators is not complete and is subject to change
>
>     - `mcts-002alt-alpha`
>
>         - Uses the Bidirectional Search Method along with an early *alpha* implementation of a Policy Simulation Layer
>
>         - Also includes an early *alpha* implementation of Adaptive Exploration Simulator & Outcome Based Reasoning Simulator
>
>     *NOTE* the implementation of these alpha simulators is not complete and is subject to change


## Features
- Two search strategies that you can switch between:
   - Beam search (good for straightforward stuff)
   - MCTS (when stuff gets complex) with alpha variations (see above)
- Tracks how good different reasoning paths are
- Maps out all the different ways Claude thinks through problems
- Analyzes how the reasoning process went
- Follows the MCP protocol (obviously)

## Installation
```
git clone https://github.com/frgmt0/mcp-reasoner.git

OR clone the original:

git clone https://github.com/Jacck/mcp-reasoner.git

cd mcp-reasoner
npm install
npm run build
```

## Configuration
Add to Claude Desktop config:
```
{
  "mcpServers": {
    "mcp-reasoner": {
      "command": "node",
      "args": ["path/to/mcp-reasoner/dist/index.js"],
      "env": {
        "OPENROUTER_API_KEY": "your-openrouter-api-key"
        "SITE_URL": "https://github.com/Jacck/mcp-reasoner.git", // you dont have to change this
        "SITE_NAME": "mcp-reasoner" // you dont have to change this
      }
    }
  }
}
```

## Testing

[More Testing Coming Soon]

## Benchmarks

[Benchmarking will be added soon]

Key Benchmarks to test against:

- MATH500

- GPQA-Diamond

- GMSK8

- Maybe Polyglot &/or SWE-Bench

## License
This project is licensed under the MIT License - see the [LICENSE](LICENSE) file for details.
npm package: @iflow-mcp/mcp-registry-server
Description: MCP server for retrieving MCP Servers using MCPulse
Author: Kenton Blacutt
Latest version: 0.6.2

# MCP Registry Server

[![smithery badge](https://smithery.ai/badge/@KBB99/mcp-registry-server)](https://smithery.ai/server/@KBB99/mcp-registry-server)

## Features

- **MCP Retriever**: Retrieve MCP Servers using semantic search

<a href="https://glama.ai/mcp/servers/8pg7mzcpt8"><img width="380" height="200" src="https://glama.ai/mcp/servers/8pg7mzcpt8/badge" alt="mcp-registry-server MCP server" /></a>

## Tools

- **retrieve_mcps**
  - Perform retrieval operations against the MCP registry.
  - Inputs:
    - `query` (string): The search query for retrieval.

## Configuration

### Installation Guide

### Installing via Smithery

To install MCP Registry Server for Claude Desktop automatically via [Smithery](https://smithery.ai/server/@KBB99/mcp-registry-server):

```bash
npx -y @smithery/cli install @KBB99/mcp-registry-server --client claude
```

### Usage with Claude Desktop

First build the server:

```bash
git clone https://github.com/KBB99/mcp-registry-server.git
cd mcp-registry-server
npm install
npm run build
```

You can confirm the server is working by running:

```bash
node ./dist/index.js
```

Add this to your `claude_desktop_config.json`:

```json
{
  "mcpServers": {
    "mcp-registry-server": {
      "command": "node",
      "args": [
        "./path/to/build/mcp-registry-server/dist/index.js"
      ]
    }
  }
}
```

## License

This MCP server is licensed under the MIT License. This means you are free to use, modify, and distribute the software, subject to the terms and conditions of the MIT License. For more details, please see the LICENSE file in the project repository.

This README assumes that your server package is named `mcp-server-retriever`. Adjust the package name and installation details if they differ in your setup. Also, ensure that your server script is correctly built and that all dependencies are properly managed in your `package.json`.