MCP Science MCP Server by Path Integral Institute

MCP Servers Chevron right icon

MCP Science

Provider

Path Integral Institute

Classification

community

Est. Downloads

This is our estimate of how many downloads occurred of this server across the MCP ecosystem (not specific to any single platform). We use a mix of publicly available data, social signals, and more to feed an algorithm that drives this estimation.

5.5k (141 this week)

Released On

Jul 10, 2025

Popularity Ranking

Our estimate as to where this MCP server implementation ranks on the global leaderboard of usage.

#1,416 (#1,247 this week)

Unified command-line launcher for discovering and running scientific research MCP servers from the Path Integral Institute's collection, using uvx to dynamically install and execute servers from local directories or remote Git branches with automatic dependency handling.

Learn More

GitHub Repo (95 stars)

Related Servers

MCP Installer

Anaïs Betts

Install and configure additional MCP servers dynamically.

Classification

community

Est Downloads (All Time)

53.2k

Release Date

Nov 26, 2024

Axiom Query

Axiom

Axiom's MCP server enables AI agents to query and analyze large datasets in real-time using Axiom Processing Language.

Classification

official

Est Downloads (All Time)

8.9k

Release Date

Dec 5, 2024

CMD Executor

PhialsBasement

Cross-platform MCP server for executing command-line operations and SSH connections on Windows and Linux systems...

Classification

community

Est Downloads (All Time)

4.5k

Release Date

Dec 4, 2024

MCP Guide

qpd-v

Interactive tutorial and tools for understanding, implementing, and exploring MCP concepts and capabilities.

Classification

community

Est Downloads (All Time)

3.8k

Release Date

Dec 18, 2024

Generate Custom MCPs

DMontgomery40

Enables dynamic creation of customized MCP servers using the MCP SDK to automate setup and manage tools and resources...

Classification

community

Est Downloads (All Time)

5.1k

Release Date

Dec 4, 2024

mcpx

dylibso

Dynamic, reprogrammable MCP Server. You use it to discover and install other MCP servers from mcp.run, which then...

Classification

official

Est Visitors (All Time)

29.2k

Release Date

Dec 24, 2024

MCP-Inception

Tane van Wifferen

Enables MCP clients communicating with other MCP clients through this MCP server.

Classification

community

Est Downloads (All Time)

4.5k

Release Date

Jan 26, 2025

PulseMCP

Orlando

Integrates with PulseMCP to enable querying and retrieval of MCP server and integration data for ecosystem analysis...

Classification

community

Est Downloads (All Time)

3.7k

Release Date

Feb 12, 2025

WebMCP

Jason McGhee

Turn any website into an MCP server with customizable tools.

Classification

community

Est Downloads (All Time)

47.5k

Release Date

Mar 5, 2025

OpenAI MCP

Arthur Colle

Provides a high-performance bridge between OpenAI and Anthropic models with prompt templating, response streaming,...

Classification

community

Est Downloads (All Time)

5.4k

Release Date

Mar 8, 2025

Dynamic MCP Server Creator

tesla0225

Creates and manages dynamic MCP servers on-demand, enabling flexible tool execution and server lifecycle control...

Classification

community

Est Downloads (All Time)

14.5k

Release Date

Mar 9, 2025

MCP DB Utils

Dong Hao

DButils is an all-in-one MCP service that enables your AI to do data analysis by accessing versatile types of...

Classification

community

Est Downloads (All Time)

27.8k

Release Date

Feb 10, 2025

Better MCP File Server

Martin Schlott

Reimagined server for filesystem access with privacy-preserving path aliases and an optimized LLM-friendly API.

Classification

community

Est Downloads (All Time)

146

Release Date

Mar 15, 2025

Browser Use

Vinayak Mehta

Enables web browsing capabilities for any MCP client through a simple command that leverages your existing LLM...

Classification

community

Est Downloads (All Time)

9.7k

Release Date

Mar 16, 2025

Cursor MCP Installer

Matthew Cage

Streamlines MCP server installation and configuration within Cursor IDE, automatically handling environment setup and...

Classification

community

Est Downloads (All Time)

Release Date

Mar 20, 2025

MCP Easy Copy

fisheep

Utility server that automatically reads Claude Desktop configuration files and presents all available MCP services in...

Classification

community

Est Downloads (All Time)

3.4k

Release Date

Mar 22, 2025

MCP Host CLI

Liu Jilong

Command-line tool for creating and managing MCP hosts with streamlined setup for developers integrating AI...

Classification

community

Est Downloads (All Time)

758

Release Date

Mar 15, 2025

YNU

liudonghua

Modular framework for exposing tools, resources, and prompts through FastMCP, featuring dynamic module loading,...

Classification

community

Est Downloads (All Time)

—

Release Date

Mar 24, 2025

MCP Toolkit

zxfgds

Provides AI assistants with access to local and network resources through specialized tools for file system...

Classification

community

Est Downloads (All Time)

727

Release Date

Mar 5, 2025

Windows Command Line MCP Server

Alex Spiker

This server creates a secure bridge between Claude and your computer's command-line functionality.

Classification

community

Est Downloads (All Time)

1.2k

Release Date

Mar 29, 2025

PluggedIn

VeriTeknik

A unified interface for managing all your MCP servers.

Classification

community

Est Downloads (All Time)

6.6k

Release Date

Mar 28, 2025

1MCP Agent

William Xu

Aggregates multiple MCP servers into a single unified interface, reducing system resource usage and simplifying...

Classification

community

Est Downloads (All Time)

7.1k

Release Date

Apr 4, 2025

MCP Installer

Anaïs Betts

Simplifies MCP server installation through natural language commands, handling package management, environment...

Classification

community

Est Downloads (All Time)

146

Release Date

Apr 4, 2025

GitMCP (GitHub to MCP)

Ido Salomon

Transform any GitHub project (repositories or GitHub pages) into a documentation hub. Allows AI tools like Cursor to...

Classification

community

Est Downloads (All Time)

1.1m

Release Date

Apr 4, 2025

CUA MCP Server

CUA

Enables LLMs to run Computer-Use Agent (CUA) workflows on Apple Silicon macOS.

Classification

official

Est Downloads (All Time)

8.6k

Release Date

Apr 7, 2025

Cursor MCP Installer

Ani Betts

Utility server that simplifies adding new MCP capabilities to Cursor by installing and configuring servers from npm,...

Classification

community

Est Downloads (All Time)

584

Release Date

Apr 5, 2025

UltimateCoder

m-ahmed-elbeskeri

FastMCP server that enables comprehensive file system operations, code modifications, process management, and static...

Classification

community

Est Downloads (All Time)

1.9k

Release Date

Apr 7, 2025

Hub

Uhyeon Park

Centralizes multiple MCP servers into a unified hub, enabling seamless tool discovery and routing across specialized...

Classification

community

Est Downloads (All Time)

4.8k

Release Date

Apr 12, 2025

MCPEz (Proxy Aggregator)

Veallym0n

Python-based proxy server that aggregates multiple MCP-compatible services into a unified endpoint, enabling dynamic...

Classification

community

Est Downloads (All Time)

730

Release Date

Apr 14, 2025

EvolveMCP

Kord Campbell

Extends Claude Desktop with custom tools for mathematical calculations, system monitoring, and enhanced functionality...

Classification

community

Est Downloads (All Time)

8.6k

Release Date

Apr 16, 2025

Pocket MCP Manager

Daniel Zholkovsky

Unified management system for multiple MCP servers that allows users to add, launch, and control servers through a...

Classification

community

Est Downloads (All Time)

584

Release Date

Apr 29, 2025

Make MCP

Rory Butler

Simplifies the creation of custom MCP servers through natural language requests, providing documentation on...

Classification

community

Est Downloads (All Time)

146

Release Date

Apr 29, 2025

MCPFinder

Enables AI assistants to discover and integrate new capabilities by providing tools for searching, retrieving...

Classification

community

Est Downloads (All Time)

5.2k

Release Date

May 6, 2025

McPoogle (MCP Search)

Graphlit

Search engine for discovering and exploring MCP servers, tools, and resources through Graphlit's knowledge API platform.

Classification

community

Est Visitors (All Time)

16k

Release Date

May 9, 2025

MCP Advisor

Xiaohui Wang

Discovery and recommendation service that helps find and understand available MCP services based on natural language...

Classification

community

Est Downloads (All Time)

8.3k

Release Date

May 1, 2025

Meta MCP Proxy

Nullplatform

Unifies multiple MCP servers into a single gateway with built-in search capabilities, enabling tools to be discovered...

Classification

community

Est Downloads (All Time)

645

Release Date

May 10, 2025

MCPShell

Alvaro

Provides a secure bridge between language models and operating system commands through a configurable YAML interface...

Classification

community

Est Downloads (All Time)

6.9k

Release Date

May 14, 2025

Shadow MCP Server

shadow

Standalone MCP server executable for Windows, macOS, and other platforms that uses JavaScript configuration files to...

Classification

community

Est Downloads (All Time)

17.2k

Release Date

May 16, 2025

Spawn MCP Dashboard

Cameron King

Web interface for dynamically configuring and testing multiple MCP implementations through a unified dashboard that...

Classification

community

Est Downloads (All Time)

438

Release Date

May 25, 2025

MCP Fixer

Kajdep

Provides diagnostic and repair tools for Model Context Protocol configurations

Classification

community

Est Downloads (All Time)

149

Release Date

Jun 3, 2025

uMCP (Unity Editor)

mika-f

Enables Unity Editor automation through HTTP interface for asset management, GUID generation, input testing, and...

Classification

community

Est Downloads (All Time)

730

Release Date

Jun 5, 2025

SInstaller

semcp

Automates installation and containerization of MCP servers from GitHub repositories by analyzing codebases,...

Classification

community

Est Downloads (All Time)

292

Release Date

Jun 10, 2025

MAGG

sitbon

Meta-MCP server that aggregates and manages multiple MCP servers through intelligent discovery from sources like...

Classification

community

Est Downloads (All Time)

10.5k

Release Date

Jun 21, 2025

Creator

angrysky56

Generates custom MCP servers through templates and workflows, enabling rapid prototyping and automated scaffolding of...

Classification

community

Est Downloads (All Time)

292

Release Date

Jun 24, 2025

Install MCP

ddfourtwo

Centralized management system for installing, configuring, and managing multiple MCP servers across different clients...

Classification

community

Est Downloads (All Time)

876

Release Date

Jul 10, 2025

MCPQL (SQL Server)

Hendrick Castro

Connects to SQL Server databases through 10 specialized tools for table analysis, stored procedure inspection, data...

Classification

community

Est Downloads (All Time)

Release Date

Jul 11, 2025

MCPX Control Plane

Lunar.dev

Control plane and proxy server that aggregates multiple MCP servers through centralized management, providing tool...

Classification

community

Est Downloads (All Time)

49.5k

Release Date

Jul 7, 2025

HackerMCP (Penetration Testing Tools)

R3verseIN

Integrates penetration testing tools like Nmap and Metasploit Framework through tmux session management to enable...

Classification

community

Est Downloads (All Time)

584

Release Date

Jul 26, 2025

UTCP Bridge

universal-tool-calling-protocol

UTCP-MCP Bridge is a universal, all-in-one MCP server that brings the full power of the Universal Tool Calling...

Classification

community

Est Downloads (All Time)

26.4k

Release Date

Jul 31, 2025

Build MCP

869413421

Integrates with build and deployment systems through HTTP-based APIs to enable CI/CD operations, pipeline management,...

Classification

community

Est Downloads (All Time)

2.8k

Release Date

Aug 16, 2025

MCPJungle

mcpjungle

Self-hosted MCP tool registry and proxy server that enables centralized discovery, management, and secure access to...

Classification

community

Est Downloads (All Time)

107k

Release Date

Jul 17, 2025

1MCPServer

particlefuture

Automatically discovers, configures, and manages other MCP servers through intelligent search and vector similarity...

Classification

community

Est Visitors (All Time)

12.2k

Release Date

Aug 20, 2025

HyperTool

OneGrep, Inc.

Proxy server that connects to multiple MCP servers as a client and exposes their tools through configurable toolsets...

Classification

community

Est Downloads (All Time)

4.4k

Release Date

Aug 20, 2025

Qwen Package Manager

cuifuze

Manages MCP server packages within development environments with tools for searching, installing, uninstalling, and...

Classification

community

Est Downloads (All Time)

193

Release Date

Aug 23, 2025

Strata

Klavis AI

One MCP server that guides your AI agents use tools reliably progressively at any scale.

Classification

official

Est Downloads (All Time)

812k

Release Date

Apr 15, 2025

Vendia

Fully managed MCP server to run any MCP compliant AI agent (Claude, ChatGPT, Gemini etc.) on any type of data (files,...

Classification

official

Est Downloads (All Time)

—

Release Date

Sep 28, 2025

NCP (MCP Orchestrator)

NCP Team

Intelligent orchestration layer that unifies multiple MCP servers into a single gateway with RAG-powered discovery...

Classification

official

Est Downloads (All Time)

Release Date

Oct 1, 2025

MCPIndex

Chris Liu

Enables LLMs to automatically discover and invoke suitable MCP tools, eliminating the need to manually find and...

Classification

community

Est Downloads (All Time)

841

Release Date

Oct 13, 2025

MCP Registry

wei

Integrates with the official Model Context Protocol registry to provide server discovery, metadata retrieval, version...

Classification

community

Est Downloads (All Time)

284

Release Date

Oct 14, 2025

TheMCPCompany

Reza Esfandiarpoor

Research benchmark implementation that transforms REST APIs from enterprise services like GitLab, Plane, RocketChat,...

Classification

community

Est Downloads (All Time)

Release Date

Oct 23, 2025

Unified MCP Framework

Om Shree

Orchestrates multiple specialized servers through a centralized host with intelligent tool selection, automatically...

Classification

community

Est Downloads (All Time)

146

Release Date

Nov 26, 2025

MATLAB

MathWorks

Run MATLAB using AI applications with the official MCP server from MathWorks, enabling code execution, evaluation,...

Classification

official

Est Downloads (All Time)

11.5k

Release Date

Nov 24, 2025

NASA ADS

prtc

MCP server for NASA Astrophysics Data System

Classification

community

Est Downloads (All Time)

146

Release Date

Nov 22, 2025

OneMCP

Radu Topala

Aggregates tools from multiple MCP servers with TF-IDF semantic search for natural language tool discovery

Classification

community

Est Downloads (All Time)

146

Release Date

Nov 12, 2025

Installer

bbangjo

Streamlines MCP server discovery and installation by integrating with the Smithery registry to search available...

Classification

community

Est Downloads (All Time)

730

Release Date

Nov 5, 2025