Discover Awesome MCP Servers

mcp-server-codegraph

Generates and queries a graph representation of a codebase to identify entities and their relationships, such as function calls and inheritance. It supports multiple languages including Python, JavaScript, and Rust to help users navigate and understand complex code structures.

Ceph MCP Server

A Model Context Protocol server that enables AI assistants to interact with Ceph storage clusters through natural language, making storage management more accessible and intuitive.

Pure Agentic MCP Server

A Model Context Protocol implementation with a modular architecture that exposes capabilities through specialized agents, enabling seamless integration with Claude Desktop and web applications.

logictree

Enables hierarchical problem analysis using logic trees with MECE validation, hypothesis generation, and feasibility assessment for structured decision-making.

Cisco SD-WAN MCP Server

Enables natural language automation of Cisco SD-WAN vManage, including device management, template deployment, policy configuration, monitoring, and software upgrades.

Google Workspace MCP Server

Google Workspace MCP Server

Social MCP Server

Enables AI assistants to network on behalf of users, handling profile management, intent-based matching, and secure messaging through the Model Context Protocol.

ui-annotator-mcp

MCP server that annotates any web page with hover labels — zero extensions, works in any browser

docctx

Local-first context retrieval engine that serves precise documentation chunks to coding agents via MCP, ensuring high-confidence context for code generation.

MoEngage Documentation MCP Server

Provides comprehensive access to MoEngage documentation from developers, help, and partners portals with full-text search, automatic updates, and intelligent filtering by platform, category, and source.

photoshop-mcp-pro

A professional MCP server that lets AI assistants directly control Adobe Photoshop for document creation, layer management, filters, adjustments, shapes, text, and design intelligence like palette generation and font pairing.

MCP Kling

An integration that enables Claude to generate AI videos from text prompts or images using Kling AI's video generation models.

Bitpanda Developer API MCP Server

Enables interaction with the Bitpanda cryptocurrency exchange through their Developer API. Exposes Bitpanda trading and account management endpoints as MCP tools via a FastAPI wrapper.

mcp-playwright-test

An MCP server that automates Playwright-based UI and API testing, supporting test case generation from requirements or API specs, and execution with detailed reports.

mcp-jsonplaceholder

Wraps the JSONPlaceholder fake REST API to enable testing and prototyping with CRUD operations on posts, comments, and other resources via MCP.

UK Due Diligence

UK due diligence MCP server — Companies House, corporate research, compliance checks

remote-mcp-fastapi

Exposes news search and top headlines via GNews API, plus simulated email tools for sending and retrieving emails.

Cloudflare MCP

Enables creation and deployment of MCP servers on Cloudflare Workers, with local testing and one-command deployment.

Salesforce MCP

Salesforce MCP

mcp-feedback-enhanced-community-fix

A community-maintained fix for the MCP Feedback Enhanced server, resolving image attachment serialization, web panel 500 errors, and extending default timeout for long-running feedback sessions.

Jira MCP Server

Manages Atlassian Jira Cloud projects, issues, sprints, boards, worklogs, comments, and workflow transitions from MCP-compatible clients.

python-sandbox-mcp-server

This is a secure Python code execution server that enables LLMs to run Python code safely in isolated Docker containers, supporting stdout capture and Matplotlib PNG generation.

Engram Memory MCP

Combines bm25, vector and knowledge graphs to create a comprehensive memory solution. https://github.com/lumetra-io/engram-memory-mcp

Coinbase MCP Server

Provides tools for interacting with the Coinbase Advanced Trading API, enabling autonomous crypto trading via a Claude skill.

XAPIHub MCP Extension

Integrates XAPIHub API services with the Cursor IDE to enable user authentication, real-time data fetching, and connection diagnostics. It allows developers to interact with their XAPIHub organization and manage user details directly through natural language commands.

ApexVol MCP Server

Provides natural language access to ApexVol's options analytics platform, enabling queries on options chains, volatility metrics, Greeks, flow analysis, and strategy building via Claude Code or Claude Desktop.

BharatPay MCP

Provides AI agents with Indian fintech utilities including IFSC bank lookups, PAN/GSTIN validation, mutual fund NAVs, UPI VPA identification, pincode lookups, and INR formatting, all with zero authentication and zero cost.

Kuzu Knowledge Graph MCP Server

Connects to an embedded Kuzu graph database and provides read-only MCP tools for AI clients to query a knowledge graph.

wyt-mcp

Game master MCP server for a time-loop dungeon RPG, managing game state, dice rolls, and narrative for a wizard-trapped town.