MCP Servers

BI-Chart-MCP-Server

c-cf7

MCP server enabling AI-driven data transformation and BI chart generation via natural language.

Connect AI assistants to diverse data sources for analysis

Transform raw data into structured formats for visualization

aws-s3-mcp

samuraikun7

MCP server enabling seamless AWS S3 integration with LLMs for data access.

Access and query files stored in AWS S3 buckets via LLMs

Enable LLMs to read and summarize S3 documents in real time

dap_mcp

KashunCheng7

MCP server integrating Debug Adapter Protocol for enhanced debugging workflows.

Manage Debug Adapter Protocol sessions via MCP

Set, list, and remove breakpoints programmatically

devdocs-mcp

llmian-space7

MCP server for managing and integrating documentation with resource templates.

Provide URI-based access to documentation resources

Manage documentation lifecycle with stateful resource templates

mcp-atomictoolkit

XirtamEsrevni7

MCP server offering atomistic simulations via ASE, pymatgen, and ML potentials.

Create and manipulate atomic structures programmatically

Perform geometry optimizations on molecular and crystal structures

mcp-osv

gleicon7

MCP server for code security reviews using OSV.dev vulnerability database.

Check codebase for known open source vulnerabilities

Perform basic security analysis on code files

file-converter-mcp

wowyuarm7

MCP server offering versatile file format conversions for documents and images

Convert DOCX files to PDF for standardized sharing

Transform PDF documents back to editable DOCX format

mcp-micromanage-your-agent

yodakeisuke7

Micromanage coding agents with commit-level task tracking and interactive visualization.

Visualize sequential development tasks with commit-level detail

Track coding agent progress through automated status updates

mcp-server-mysql

yuru-sha7

MCP server enabling read-only MySQL database schema inspection and queries.

Inspect MySQL database schemas for structure and metadata

Execute read-only SQL queries safely on MySQL databases

octagon-vc-agents

OctagonAI7

AI-driven venture capitalist agents enriched by real-time market intelligence.

Simulate venture capitalist pitch feedback sessions

Run due diligence simulations on startup deals

hn-mcp

devabdultech7

Real-time Hacker News data access via MCP for stories, comments, and profiles.

Search Hacker News stories and comments via Algolia API

Retrieve top, new, best, ask, show, and job stories

etherscan-mcp

xiaok7

Dynamic MCP server for real-time interaction with Etherscan blockchain data.

Query Ethereum transaction details in real time

Fetch wallet address balances and token holdings

whimsical-mcp-server

BrockReece7

Generate Whimsical diagrams programmatically from LLM-generated Mermaid markup.

Generate system architecture diagrams from LLM Mermaid markup

Create flowcharts and wireframes programmatically via Whimsical API

scheduler-mcp

PhialsBasement7

Task automation server scheduling shell commands, API calls, AI tasks, and notifications.

Schedule shell commands for system maintenance or automation

Automate API calls to external services on a timed basis

argocd-mcp

severity17

MCP server integrating ArgoCD API for natural language app and resource management.

Manage ArgoCD applications using natural language commands

Retrieve and filter ArgoCD application details by project or namespace