Developer Tools MCP Servers

Archai Static Analyzer

Analyzes code statically, potentially for security vulnerabilities or code quality issues.

Automcp

Generates MCP server and client code automatically from YAML service definitions.

Simple Ollama Bridge

Connects Model Context Protocol (MCP) servers to OpenAI-compatible LLMs like Ollama.

Custom Context

Structures and extracts data from text according to JSON templates.

Todo

Manages tasks and projects with priorities for AI assistants like Claude Desktop, ensuring efficient organization and progress tracking.

Laravel Forge

Enables management of Laravel Forge resources through a standardized MCP client interface.

Marketing Events Extension

Provides an auto-generated Model Context Protocol (MCP) server for the HubSpot Marketing API.

Memory

Provides real-time memory scanning and analysis for Windows processes, enabling AI agents to interact with system memory via MCP or an HTTP API.

PyRag

Provides AI coding assistants with access to current, comprehensive Python library documentation, eliminating frustration from outdated examples and incorrect information.

Contextual AI Assistant

Facilitates context management, todo persistence, and AI second opinions for Claude Code users, enhancing workflow continuity and productivity.

Jira

Exposes a comprehensive set of tools for managing Jira issues, projects, and workflows, enabling AI clients to safely automate tasks.

Kirha Smithery Gateway

Provides a configurable server to facilitate Kirha Crypto tool planning, integrating seamlessly with Smithery.

Snippets

Manages and searches code snippets through AI-powered semantic and traditional keyword matching for quick retrieval by coding agents.

OnCrawl

Exposes OnCrawl's API to enable Claude Code and Desktop to perform deep technical SEO analysis.

PuTTY

Exposes the full PuTTY toolchain as an MCP server, offering 30 Windows-native tools for SSH, SCP, SFTP, serial, key management, registry sessions, and multi-hop access.

GitHub Actions

Manage GitHub Actions workflows directly from an AI assistant.

Chat Memory

Transforms and indexes ChatGPT conversation exports into a searchable Model Context Protocol (MCP) server for use with AI assistants.

OpenAPI Dynamic

Integrate AI clients with OpenAPI APIs, providing a unified server, CLI access, and robust authentication.

Slurm HPC

Provides a zero-dependency server for seamless interaction with SLURM HPC clusters, enabling TTY-aware job watching, secure submission, and resource management.

Envia

Integrates with the Envia.com shipping API, offering a robust MCP server and a type-safe TypeScript client to manage shipments across over 170 carriers in 18 countries, defaulting to a sandbox environment.