Developer Tools MCP servers

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.

CUDA-Q docs, API reference, and runnable examples for AI agents, pinned to your installed version.

Read, write, list, and check files on Replit projects over SSH/SFTP, plus SSH key setup.

Give coding agents right-to-left awareness: lint, normalise Arabic, detect direction.

Read-only source search and retrieval across configured GitHub repositories

MCP server for the Apple App Store Connect API - 114 annotated tools, optional read-only mode.

MCP server for Unity: 130+ tools, Unity 6 skills, AI/ML discovery. No Editor.

Ephemeral MicroVM-isolated code execution for AI agents. Fresh VM per call, hard-purged after.

Trust score for AI-generated code: scan repos, guard agent file writes, get a 0-100 score.

23 API tools for Claude Code — email, DNS, SSL, NLP, scraping. Free tier included.

Deterministic context packing for AI coding agents; measured 83% fewer input tokens, local.

Static analysis tools for Frappe Framework and ERPNext projects via local stdio MCP.

Inspect and safely clean local Xcode, Simulator, and XCTest storage.

Memi is the read-only design engineering audit and skill layer for coding agents.