MCP Servers

decision-mind

rmrf20209

decision-mind is a Python-based MCP server demo showcasing web content fetching, system monitoring, and real-time SSE communication for dynamic client-server interactions.


Fetch and parse web content for real-time data
Monitor system information like CPU and memory usage

Bonsai_mcp

JotaDeRodriguez9

IFC-focused MCP server enabling LLMs to read, query, and modify building models.


Query IFC building models for spatial and element analysis
Inspect project information and entity lists in IFC files

mcp-server-template

jatinsandilya9

Minimal TypeScript template for building custom MCP servers quickly.


Create custom MCP servers for specific data or tool integrations
Develop MCP servers compatible with Cursor and Claude Desktop

bugsnag-mcp

tgeselle9

MCP server enabling LLMs to analyze and manage Bugsnag error reports efficiently.


Browse Bugsnag project and organization error hierarchies
Filter and search Bugsnag errors by class, message, or version

confluence-mcp-server

KS-GEN-AI9

TypeScript MCP server enabling Confluence page search and content retrieval via CQL queries.


Search Confluence pages using CQL queries
Retrieve detailed content of specific Confluence pages

roblox-studio-mcp-server-updated

dmae979

Enhanced MCP server for Roblox Studio with improved code coverage and performance testing.


Access Roblox Studio documentation via MCP interface
Generate Roblox Studio code templates automatically

mcp-wolframalpha

ricocf9

MCP server integrating Wolfram Alpha API for advanced computational queries.


Perform real-time computational queries in chat applications
Retrieve structured scientific and mathematical knowledge

bitbucket-server-mcp-server

garc339

MCP server enabling Bitbucket Server Pull Request API integration and management.


Query Bitbucket Server pull request details via MCP
Automate pull request status checks and updates

mcp-github-issue

sammcj9

MCP server enabling LLMs to fetch and use GitHub issues as actionable tasks for streamlined project management.


Fetch GitHub issue details for AI task automation
Enable LLMs to track and update project issues

mcp-jobs

mergedao9

Aggregates job listings from major Chinese recruitment platforms in structured format.


Aggregate job listings from multiple Chinese recruitment platforms
Provide structured job data for AI model processing

CyberSecurity-MCPs

secmate-ai9

Cybersecurity-focused MCP server suite for SQL injection, asset search, and doc processing.


Perform automated SQL injection vulnerability scans on target URLs
Search and manage cyberspace assets using integrated search engine

mcp-server-ollama-deep-researcher

Cam100011101019

MCP server enabling iterative deep research with local Ollama LLMs and web data.


Perform iterative web-based deep research on complex topics
Generate and refine search queries to fill knowledge gaps

mcp-storage-server

storacha9

Decentralized MCP storage server enabling trustless, verifiable AI data exchange.


Store and retrieve documents securely for AI analysis
Maintain long-term structured data with verifiable integrity

quantum-simulator-mcp

YuChenSSR9

Dockerized quantum circuit simulator with noise models and MCP integration.


Simulate quantum circuits with noise models for realistic results
Run OpenQASM 2.0 quantum circuits via MCP clients

mcp-server

yeakub1089

AI-powered MCP server providing coding assistance and code review tools.


Generate coding plans and instructions using advanced LLM reasoning
Capture UI design screenshots for integration with coding agents