Discover Awesome MCP Servers

TestOps MCP Server

Enables AI assistants to interact with TestOps 5.25 for managing projects, test runs, test plans, and test cases via MCP tools.

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.

code-graph-mcp

MCP server for comprehensive code analysis, navigation, and quality assessment across 25+ programming languages.

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.

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.

CDK

Buy video game keys, gift cards, and digital subscriptions via x402 USDC payments on Base. 8 tools covering catalog search, price quotes, on-chain purchase confirmation, delivery status, and refunds.

wyt-mcp

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

knowmind

Das Agentengehirn und Langzeitgedächtnis aus Deutschland.

mcp-jsonplaceholder

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

precision-desktop

MCP server that fixes Windows DPI coordinate scaling for AI desktop automation. Provides UI element finding via Windows Accessibility APIs and coordinate conversion between physical and logical coordinate systems.

aigently

Securely feeds summarized expert security rules into your coding assistance Claude Code, Cursor, etc — zero config, no API key.

Levels of Self

Provides access to thousands of interactive self-awareness scenarios, behavioral archetypes, and breakthrough exercises from the Levels of Self development game. It enables AI assistants to guide users through pattern recognition and developmental coaching across seven levels of self-awareness.

Overleaf MCP Server

Enables MCP clients to manage Overleaf projects via Git sync, including listing, reading, writing, and syncing files.

Gemini Audio Upload

Enables audio file analysis using Google's Gemini multimodal models with support for additional context and system instructions to guide the model's behavior.

Playwright Plus Python MCP

Enables browser automation and web scraping through Playwright, supporting navigation, screenshots, element interaction, form filling, JavaScript execution, and content extraction.

MCP channel

A lightweight server that enables multi-agent orchestration by allowing agents to communicate through direct messages and named channels. It provides tools for agents to discover each other, create communication channels, and exchange messages via a central broker.

Paperless MCP

Enables searching, tagging, uploading, and reading documents in Paperless-NGX, with management of tags, correspondents, document types, and custom fields via MCP tools and resources.

Databricks MCP Server

A Model Context Protocol server that provides tools for querying, updating, and exploring Databricks SQL Analytics tables.

Jira MCP Server

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

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.

A11y Expert MCP

An accessibility expert MCP server that provides AI coding assistants with real-time access to WAI-ARIA patterns, code review, contrast checking, and WCAG guidance for writing accessible code from the start.

SRC (Structured Repo Context)

An MCP server and CLI tool that transforms codebases into AI-ready context through semantic search, call graph analysis, and incremental indexing. It enables AI assistants to perform hybrid vector and keyword searches to understand complex repository structures and cross-file relationships.

Firefly III MCP Server - Cloudflare Worker

Enables AI tools to interact with Firefly III personal finance manager through the MCP protocol, deployed globally on Cloudflare Workers for low latency.

Cloudflare MCP

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

Glance

An MCP server that gives Claude Code real browser control for web automation, testing, and screenshots.

Salesforce MCP

Salesforce MCP

AWS Security Remediation MCP Server

Provides automated security incident remediation tools for AWS, enabling real-time threat response by quarantining malicious S3 objects, restricting IAM access, and updating security groups.