MCP Servers

mcp-atlassian

MCP server integrating Atlassian tools like Jira and Confluence for AI-powered updates, search, and issue management.

Automatically update Jira issues from meeting notes

Perform AI-powered search and summarization in Confluence

supabase-mcp

Supabase MCP Server connects your Supabase projects to AI assistants like Cursor, Claude, and Windsurf for seamless data querying and management.

Query Supabase databases via AI assistants

Manage Supabase tables through LLM commands

codemcp

ezyang1.3K

AI-powered coding assistant server enabling direct code edits and tests via Claude Desktop.

Directly edit codebase files via natural language commands

Run automated tests triggered by AI instructions

supergateway

supercorp-ai1.2K

Supergateway runs MCP stdio servers over SSE and WebSockets, enabling remote access and debugging with a single command.

Enable remote access to MCP stdio servers

Debug MCP servers remotely over SSE or WebSockets

modelcontextprotocol

ppl-ai1.1K

MCP server enabling real-time web search via Perplexity API integration.

Enable live web search within MCP-enabled LLM workflows

Provide real-time research data to AI assistants

mcp-installer

anaisbetts1.1K

Automate MCP server installations via Claude with npm and PyPi support, simplifying setup.

Automate MCP server installation via natural language commands

Install MCP servers from npm repositories

arxiv-mcp-server

blazickjp1.1K

ArXiv MCP Server enables AI assistants to search and analyze arXiv papers via a streamlined MCP interface.

Search arXiv papers by keywords or topics

Retrieve abstracts and metadata of scientific papers

XcodeBuildMCP

cameroncooke1.1K

MCP server offering Xcode project, simulator, and app management tools.

Manage Xcode projects programmatically via AI assistants

Control iOS simulators for testing and debugging

damn-vulnerable-MCP-server

harishsg993010961

Educational MCP server showcasing security vulnerabilities with practical challenges.

Learn MCP security vulnerabilities through hands-on challenges

Test and analyze MCP implementations for security flaws

mcp-server-chatsum

chatmcp951

Summarize and query chat messages efficiently with mcp-server-chatsum, enhancing chat data insights.

Query chat messages by specific parameters

Summarize large volumes of chat conversations

RooFlow

GreatScottyMac884

Next-gen memory bank server with customizable AI assistant modes and efficient token use.

Maintain persistent project context across development sessions

Customize AI assistant behavior with multiple integrated modes

genai-toolbox

googleapis873

Open source MCP server for databases enabling secure, fast tool development with connection pooling and authentication.

Manage database connections with pooling and authentication

Expose database data securely to LLMs via MCP

anyquery

julien040867

Anyquery server enables SQL querying across 40+ data sources like GitHub and Notion, integrating seamlessly with LLMs via MCP.

Query GitHub repositories with SQL

Access Notion databases via SQL queries

serena

oraios859

Powerful coding agent server with semantic code retrieval and editing tools.

Enable LLMs to perform semantic code search within large codebases

Allow LLMs to edit code at the symbol level with contextual awareness

mcp-obsidian

MarkusPfundstein830

MCP server enabling seamless interaction with Obsidian vaults via the Obsidian REST API plugin for file management and content editing.

List files and directories in Obsidian vaults

Retrieve contents of specific Obsidian notes