Developer Tools Servers

Discovery and recommendation service that helps find and understand available MCP services based on natural language queries, supporting multiple search backends for exploring servers by semantic similarity.

Provides specialized tools for searching npm packages, fetching documentation, checking outdated dependencies, and safely upgrading Node.js packages with version constraint management

Lightweight server that captures and manages stdout logs from multiple processes through a named pipe system, maintaining a 100-entry log history and providing robust querying and filtering capabilities for debugging and real-time monitoring.

Monitors ClojureScript builds in real-time, providing detailed status information including compilation status, warnings, errors, and file-specific details for verifying build success after code changes.

Integrates with PulseMCP to enable querying and retrieval of MCP server and integration data for ecosystem analysis and service recommendations.

MCP-Coco provides a pair programming tool that guides technical discussions by transforming code snippets into structured frameworks for critical inquiry about performance, security, and maintainability.

Leverages Deepseek r1 for local reasoning and task planning, enabling autonomous decision-making while maintaining data privacy.

Enables AI assistants to discover and integrate new capabilities by providing tools for searching, retrieving details, and configuring MCP servers across various applications.

Integrates with Unreal Engine to assist with game development workflows.

Integrates with Stackzero Labs' commerce UI component library to browse, retrieve, and install React components optimized for e-commerce applications including ratings, image viewers, product controls, and banner blocks with installation instructions and usage examples.

Provides a bridge between geographic data formats, enabling seamless conversion between WKT, GeoJSON, CSV, TopoJSON, and KML with support for reverse geocoding and topology preservation.

Tracks implementation claims versus actual delivery by monitoring file content changes, verifying code modifications through content analysis, and generating accountability workflows to measure coding accuracy in development environments.

AntV Visualization Libraries

Official

Integrates with AntV's visualization ecosystem to provide intelligent documentation retrieval, code examples, and best practices for g2, g6, l7, x6, f2, and s2 libraries through query preprocessing and context-aware assistance.

Integrates with Bitbucket Cloud and Server APIs to manage pull request workflows including creation, updates, merging, branch management, code review operations, and diff retrieval with configurable context lines.

Integrates with Keycloak Admin to provide streamlined user and realm management operations for identity and access control automation.

Enables AI to make Git commits on behalf of users, automatically tracking AI contributions by appending '(aider)' to committer names for codebase statistics and analysis.

Fetches GitHub issues and transforms them into structured task descriptions for software development workflows and project management.

Provides a bridge to the Starknet blockchain for querying data, managing tokens, resolving IDs, and executing transactions on both mainnet and sepolia networks.

Splits and extracts portions of OpenAPI specification files into smaller, more focused files while preserving referenced components for improved documentation and maintainability.

Provides Pokemon VGC damage calculation capabilities using the Smogon calc library, computing battle damage ranges, KO probabilities, and detailed combat scenarios for competitive Pokemon analysis and strategy optimization.

Octomind (E2E Test Automation)

Official

Enables AI-driven test automation through the Octomind platform for creating, executing, and analyzing end-to-end tests without leaving your development environment.