Developer Tools MCP servers

Content-addressed contracts and a verification cache that cut agent context by skipping proven code.

Safe, audited PostgreSQL operations for AI agents: queries, migrations, EXPLAIN, containers

Focused, production-ready CLI: turn any OpenAPI REST API into an MCP server.

AI-native version control where intent, operation, evidence and decision are first-class objects.

Source-grounded Quickshell, QML, and Qt documentation, examples, and real-world implementations.

Editor-grade TypeScript, Markdown, and JSON intelligence for coding agents.

Local SwiftUI changed/staged checks with compact agent output and multi-module ownership.

Shared, git-tracked working memory for AI agents on the same codebase.

Git module dependencies and owning-agent routing for coding agents

Windows UI Automation MCP server for desktop inspection and element lookup. Windows only.

Retrieve only the relevant code for a codebase question, within a token budget.

Durable local-first MCP relay for independent coding agents.

Docs + source RAG for Pipe language: semantic search, cited answers, code symbol lookup.

Bitbucket Cloud MCP in Go: complete API auto-generated from spec, customizable prompts.

Grade an MCP server's auth against the spec and diagnose which layer a failure is in.

MCP conformance test harness. JSON-RPC, OAuth 2.1 PKCE, schemas, smoke, annotations. CLI + lib.

AAIF-verified modern MCP setup optimised to the 2026-07-28 model (BETTER textbook).

Read-only MCP server for self-hosted Atlassian Bamboo CI/CD

Scaffold, compose, and upgrade modern multi-language projects as a native tool for AI agents.

Local-first HTML review, editing, and annotation for AI coding agents.

MCP server for serial port communication. 25 tools, resources, prompts, and stdio/HTTP transports.

Persistent code memory for AI agents: notes pinned to files and symbols that survive refactors.

Scaffold and upgrade modern projects (JS/TS, Python) as a native tool for AI agents.

AI-powered MCP server for generating GitHub issues and detecting semantic duplicates.

Pins an acceptance spec; the verify command and expected output never enter the success contract.

How long a GPU job will run and cost, before running it — static code analysis, never executed.

Agent-native installer and control plane for Paydirt iOS feedback

Vision tools for coding agents: screenshots, OCR, UI diffs, errors, tables, and charts.