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A curated list of developer tools, SDKs, libraries, and testing utilities for Model Context Protocol (MCP) server development.

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What's inside

Utilities

Testing Tools

  • AgentTrust

    Quality verification service for MCP servers. Automated challenge-response testing with LLM judge consensus, adversarial probes, and IRT adaptive question calibration.

  • Asana MCP ServerAuthorization Testing

    Production SSE endpoint for testing OAuth flows

  • Atlassian MCP ServerAuthorization Testing

    Production SSE endpoint for testing OAuth flows (requires allowlisting)

  • garagon/aguara

    Static security scanner for MCP servers and AI agent skills. 173 detection rules, prompt injection, credential leaks, taint tracking. Scans configs and tool descriptions before deployment.

  • greynewell/mcpbr

    Benchmark runner for evaluating MCP server performance and agentic capabilities.

  • iris-eval/mcp-server

    MCP-native eval & observability. 12 built-in eval rules, trace logging, cost tracking. Agents discover it automatically — zero code changes.

Tutorials

SDKs

  • basementstudio/xmcpPython

    Open-source framework for building secure, testable, enterprise-grade MCP tools from SQL or Python on top of dbt + DuckDB.

  • claw-army/claude-nodePython

    Python subprocess bridge for Claude Code CLI, giving Python code direct access to Claude Code native capabilities via stream-json.

  • easymcpPython

    A high level asyncio native client SDK with native support for namespaced servers and caching.

  • Epistates/TurboMCPRust

    TurboMCP SDK: Enterprise MCP SDK

  • FastMCPJavaScript/TypeScript

    A high-level framework for building MCP servers in TypeScript

  • FastMCPPython

    A high-level framework for building MCP servers in Python

Libraries

Frameworks

  • cordum-io/cordum

  • dhyansraj/mcp-mesh

    Distributed orchestration framework for MCP servers with automatic discovery, dependency injection, and Kubernetes-native scaling

  • hasmcp/hasmcp-ce

    Convert your API to MCP server with built-in authentication, authorization, real-time request/response logs and metrics. HasMCP is a no-code, self-hosted API to MCP server bridge.

  • jcasare/mcp-craft

    CLI toolkit for scaffolding, testing, and registering MCP servers across Claude, Cursor, VS Code, Codex, and Gemini

  • Kryfto

    Open-source web-browsing backend for AI agents with a 42-tool MCP server for Claude Code/Cursor/Codex, REST API for n8n/Zapier/Make, federated multi-engine search, and enterprise infrastructure

  • lastmile-ai/mcp-agent

    Build effective agents with MCP servers using simple, composable patterns

Templates

  • dart-mcp-server-template

    A template repository for creating Dart MCP servers. Provides a starting point with Docker configuration, http+stdio transport bindings, and a standard Dart project structure

  • fastmcp-boilerplate

  • rails-mcp-startup-boilerplate

    A Rails template for creating Paid MCP servers compatible with Claude Integrations. It uses Rails 8.0.2, Devise, Doorkeeper, FastMCP and Stripe. Has a built-in UI.

Showing a sample of 132 resources. View the full list on GitHub →