Developer Tools MCP Servers

Calculator

Provides AI models with powerful mathematical computation capabilities by wrapping the MathJS library.

SoftPeach

Connects Claude Code to SoftPeach design review rooms, enabling the automated application and resolution of design feedback directly from the terminal.

ChangelogHQ

Automate the generation of detailed changelogs from GitHub pull requests using LLM rewriting.

SLiMS

Connects Large Language Models to a SLiMS database to enable library search and information retrieval.

Gripe

Provides a dedicated complaint box for AI agents to log bugs, report issues, and suggest improvements.

MAIB

Integrate MAIB e-commerce payment functionalities, including payments, refunds, recurring billing, and transaction status queries.

Swedish Farm Grants

Access Swedish agricultural grant data, including investment support and rural development schemes, through the Model Context Protocol.

Pinchtask

Manages structured tasks for AI agents using Model Context Protocol (MCP), accessible via CLI, TUI, or a dedicated server.

MAX Docs

Hosts comprehensive local documentation for the MAX Platform, tailored for AI coding agents.

Company Research

Provides AI agents with access to official company filings, annual reports, and regulatory announcements from public sources like Companies House.

Access

Securely store and manage credentials for agents and scripts, proxy API requests, and provide a unified access point for multiple services.

GitHub Reader

Connects AI models and applications to GitHub repositories for data access, code browsing, and search.

AI Architect

Automate the entire software engineering lifecycle from findings to verified pull requests using an 11-stage pipeline, extensive codebase intelligence, and deterministic verification.

Archaeologist

Excavates project history from various sources to generate structured timelines and periodic reports for team updates and stakeholder communication.

CFFBRW

Integrates AI agents with CFFBRW, an AI workflow compiler for robust, serverless automation on Cloudflare's edge.

Tax Calculator AI

Calculates income tax (UK/US brackets), EU VAT, UK corporation tax, and capital gains tax, providing estimates only.

Math Solver AI

Perform complex mathematical operations including equation solving, statistical analysis, matrix manipulations, and probability calculations.

Yc Rejection

Generates instant YC rejection letters for startup ideas, complete with sarcastic encouragement.

Ollama Intern

Provides Claude Code with a local AI intern featuring 28 job-shaped tools, evidence-first briefs, and durable artifacts.

Optix

Provides a Model Context Protocol (MCP) server for the OPTIX threat intelligence platform, offering 26 analyst-friendly tools for AI assistants and programmatic consumers.