Developer Tools MCP servers

Evidence-backed codebase understanding with file:line citations, for AI clients over MCP.

MCP server for discovering, reading, and changing ZenML resources with compact generic tools

Local code search for AI coding agents: hybrid keyword + semantic + SQL over an index in your repo.

Indexes your project's markdown docs and serves them to any agent via local hybrid search.

MCP server enabling AI assistants to build, test, and debug Zotero plugins

Semantic, format-aware diff of config files (JSON/YAML/TOML/INI/.env/XML/CSV) for AI agents

Let your coding agent see the squiggles — LSP diagnostics, navigation, refactoring, and extras

Type-safe MCP server for OpenAPI Sync to inspect, validate, and synchronize OpenAPI specs.

Swift reviews, local Apple references, app scaffolding and iOS simulator workflows.

Runtime CSS probe — inspect layout, overflow, scroll chains in a real browser. For AI agents.

MCP server for GitHub repo health, commit summaries, issue triage, and RAG Q&A.

Diagnose Google Play Billing incidents locally, with evidence. Not affiliated with Google.

Local-first codebase intelligence: cited answers, audits, reports. EN/FR.

Execution-grounded verification for AI coding agents on Windows: evidence, not agent claims.

43 local developer tools for AI agents: PDF, subnet, regex, JSON, conversion, and more.

Interface observations and explicit GOMS/KLM, Fitts, Hick–Hyman and cognitive walkthrough models.

Game numerical design & balance auditing MCP server — 17 deterministic tools, zero LLM guessing.

Guide + snippets for Delphi/DUnitX projects that work with the DelphiCodeCoverage tool.

Local-first SCIP code navigation and Zoekt search over your own indexed repositories

Python code intelligence for coding agents: call paths, control flow, and change impact.

MCP server for Adobe Commerce / Magento 2 documentation — search, browse, and read official docs.

Cursor CLI delegation for verified bulk reads and reference-driven code generation.

Visual-diff & change-detection tools that catch agentic UI drift for coding agents.

Catches hallucinated and slopsquatted npm and PyPI packages before an agent installs them.

MCP server for browsing, searching, exporting, and backing up your Cursor AI chat history

Audit Python and npm dependency licenses before you ship, judged against how you distribute.

Audit architecture, security, memory, and code quality in Flutter, Laravel, Node, Python, & Vue.

Model Context Protocol server for Google's Jules AI coding agent