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MCP server for parallel browser automation across multiple providers.

hand-reviewed42 stars292 dl/wkchecked today

Full git MCP server for LLM agents — 17 tools, AST annotator, auto-backups, real plumbing.

hand-reviewed42 starschecked yesterday

Gives LLMs ears. Spectral, harmonic, rhythm, stereo, and structural audio analysis.

hand-reviewed42 starschecked yesterday

TypeScript MCP server for AI-powered containerization workflows with Docker and Kubernetes support

hand-reviewed41 stars663 dl/wkchecked yesterday

Analyze test coverage from LCOV files - makes AI agents coverage-aware without wasting tokens

hand-reviewed41 stars201 dl/wkchecked yesterday

Deploy Python functions as web apps with auto-generated UI, REST API, and shareable links.

hand-reviewed41 stars176 dl/wkchecked yesterday

Ask any GitHub repository a question. Get source-backed answers.

hand-reviewed41 starschecked yesterday

Provide AI agents and automation tools with contextual access to blockchain data including balance…

hand-reviewed40 starschecked yesterday

Provide real-time cryptocurrency price data and market analysis.

hand-reviewed40 starschecked yesterday

Independent MCP integration for Autodesk Revit software through a local bridge.

hand-reviewed40 starschecked today

Set up & manage mobile CI/CD on Bitrise: build, test, distribute iOS, Android, Flutter, RN apps.

hand-reviewed40 starschecked yesterday

Natural language-driven spatial transcriptomics analysis with 60+ methods via MCP

hand-reviewed40 starschecked today

MCP server for AI access to SmartBear tools, including BugSnag, Reflect, Swagger, PactFlow, QTM4J.

hand-reviewed39 stars15k dl/wkchecked yesterday

AI agent identity, permissions, trust scores, and tamper-evident audit trails via Vorim AI

hand-reviewed39 stars384 dl/wkchecked yesterday

An MCP Server to utilize Codelogic's rich software dependency data in your AI programming assistant.

hand-reviewed38 starschecked yesterday

Local-first AI PKM memory for coding conversations.

hand-reviewed38 starschecked today

Read-only local-first MCP server for private Markdown, PDF, and Tika-backed search on Windows.

hand-reviewed38 starschecked today

A developer focused model context protocol (MCP) server for Umbraco CMS

hand-reviewed38 starschecked today

MCP server and CLI tool for interacting with the Wayback Machine without API keys

hand-reviewed37 stars513 dl/wkchecked today

MCP server for MikroTik RouterOS: typed tools, dry-run, RBAC, audit logs, and rollback.

hand-reviewed37 stars265 dl/wkchecked yesterday