Developer Tools MCP Servers

Web3 Function Plugin

Enables Anthropic's MCP to interact with web3 functionalities.

Spring

Provides a sample server implementation built using the Spring framework.

Custom Login

Establishes automated login functionality for local web applications using predefined credentials via the Model Context Protocol.

Ask

Functions as a versatile AI agent and an MCP server, extending Large Language Models and development environments with advanced capabilities and tool integrations.

FreeCAD

Automates FreeCAD operations and enables AI-driven CAD model generation and manipulation via Claude Desktop.

Catalyst Builder

Facilitates the creation and validation of AI-powered integrations for Claude and ChatGPT using simple YAML configurations.

Data Query

Provides robust querying and analysis of user, product, and order data, supporting WebSocket connections to AI platforms.

Google Drive HPC Log Analyzer

Integrates Google Drive with Claude Desktop, enabling direct access and specialized analysis of High Performance Computing (HPC) log files.

Braiins Insights

Connect AI coding assistants to real-time Bitcoin network analytics, offering hashrate statistics, mining profitability, and network difficulty trends via standardized MCP tools.

Kubernetes Manager

Orchestrate and automate Kubernetes clusters by leveraging Model Context Protocol tools for seamless management of deployments, services, and configurations.

PersonalGPT

Provides a robust AI backend for retrieval-augmented generation (RAG) chat, enabling users to interact with their documents or engage in general conversations.

PR Impact

Analyzes pull requests to detect breaking changes, map import-graph impact, score risk, and flag test coverage gaps before merging.

CocoSearch

Indexes codebases into PostgreSQL using pgvector embeddings via Ollama to enable local-first hybrid semantic code search.

Rwandan Law

Provides an AI-native, searchable database of Rwandan legislation for legal research and cybersecurity compliance.

ODM Decision Center AI Assistant

Empowers AI assistants to interact with IBM ODM Decision Center, automating business rule, decision table, and ruleflow management.

Doctor

Diagnose, secure, and benchmark Model Context Protocol (MCP) servers across various AI-assisted development environments with a zero-config command-line interface.

UI Knowledge Service

Provides an offline-first documentation service and context for popular UI frameworks like MUI, USWDS, and Angular Material.

Google Colab

Empower coding agents to fully control, run, and edit Google Colab notebooks and sessions.

Prompt Library

Manages a community-driven collection of tested prompts and configurations for AI agents, functioning as an npm-like registry.

ExcelForge

Empowers AI assistants to safely and efficiently perform comprehensive Excel operations, including data processing, formulas, formatting, charts, and pivot tables.