All MCP Servers

A comprehensive MCP server designed for AI-driven development that integrates file system management, code analysis via tree-sitter, multi-language code execution, and web search/fetch capabilities. It enhances agentic workflows with system context tools like screenshot capture and application listing, plus a workspace-centric todo management system.

A toolset for Rust development in Cursor that integrates Rust Analyzer LSP capabilities, Cargo commands, and local documentation parsing to provide LLMs with deep type awareness and crate info.

🍎 Build iOS Xcode workspace/project and feed back errors to llm.

A scalable MCP server that enables context-aware discovery and execution of any OpenAPI-documented API through semantic search and endpoint-level chunking. It bypasses LLM context limits by indexing individual API endpoints into an in-memory FAISS vector database.

RepoMapper uses Tree-sitter parsing and PageRank algorithms to generate intelligent repository maps, helping LLMs navigate complex codebases by prioritizing relevant definitions and files.

A unified search bridge for MCP that integrates Brave Search, Metaso, and Bocha into AI workflows, offering specialized capabilities like location search and academic research.

A system monitoring MCP server that provides real-time access to CPU, memory, disk, network, and process metrics. It enables LLMs to analyze system performance and host information through an interactive interface.

A Unity Editor extension that enables natural language control over game development workflows, including scene management, asset creation, and build automation via the Model Context Protocol.

Scrape websites with Oxylabs Web API, supporting dynamic rendering and parsing for structured data extraction.

The OLS4 MCP server provides a standardized interface to the Ontology Lookup Service, a repository for biomedical ontologies including EFO, GO, and others. It enables AI models to query ontology classes, properties, and individuals from the EMBL-EBI ecosystem.

Lightweight DMARC parser: auto-fetch email reports, visualize compliance in a single all-in-one app

MCP (Model Context Protocol) Server. Integrates ABAP Development Tools API to enable automated code reviews, intelligent transport management, and AI-assisted ABAP development.

A comprehensive Spotify integration for MCP that enables music discovery, playback control, and playlist management using LLM-friendly batch operations and OAuth 2.1 authentication.

A discovery and recommendation service that uses natural language queries to help AI assistants find and install appropriate Model Context Protocol (MCP) servers from various registries.

Zero-Config, Fully AI-Managed End-to-End Testing for any code gen platform via Debugg.AI remote browsing test agents.

A command-line tool written in Rust designed to discover, document, and generate capabilities reports (tools, resources, prompts) for other MCP servers.

A Terminal MCP server that enables execution of shell commands within a designated workspace directory via STDIO or SSE transports.

A sophisticated Jira MCP server designed for professional software development workflows, enabling comprehensive management of issues, sprints, worklogs, and cross-platform development information.

MCP (Model Context Protocol) Server. Integrates with Vercel's platform to manage deployments, DNS records, domains, projects, and environment variables through natural language interactions without navigating the Vercel dashboard or API.

Query Onchain data, like ERC20 tokens, transaction history, smart contract state.

MCP (Model Context Protocol) Server. Enables direct interaction with running Java applications through Arthas diagnostic tools via SSH connections, allowing for remote command execution, performance monitoring, and debugging of JVM processes.

A Model Context Protocol server that bridges OpenAPI specifications with LLM-powered development tools, enabling deep discovery and integration of local API schemas and operations.

MCP (Model Context Protocol) Server. Provides a structured documentation system for preserving context in complex projects through templates, project summaries, and consistent knowledge management across sessions.

A comprehensive MCP server that bridges CircleCI's CI/CD infrastructure with AI clients, enabling developers to manage pipelines, debug failures, analyze test flakes, and optimize resource usage through natural language.

MCP (Model Context Protocol) Server. Integrates WordPress with AI systems to enable automated content creation, site management, and data analysis for WordPress-based websites.

A toolset that bridges AI agents with VS Code, allowing them to manage projects, view/edit files through diffs, and interact directly with the editor environment via MCP.

Enables Claude Desktop to interact with MySQL, PostgreSQL, and Redis databases using natural language for data querying and schema analysis. It provides a secure interface with a default read-only mode to prevent unauthorized database modifications.

A specialized MCP client designed to test and interact with MCP servers over HTTP streamable transport, featuring a chat-ui for executing tools and visualizing results.

A comprehensive MCP server for interacting with Google Cloud Platform, enabling LLMs to manage billing, analyze errors, query logs, inspect IAM policies, and interact with Spanner databases and Monitoring/Trace telemetry.

A Model Context Protocol server that provides seamless, standardized access to Fast Healthcare Interoperability Resources (FHIR) data from any compatible FHIR server. Designed for easy integration with AI tools, developer workflows, and healthcare applications, it enables natural language and programmatic search, retrieval, and analysis of clinical data.