Development MCP Servers

Source code search for every package on PyPI and npm.

An MCP (Model Context Protocol) server that provides access to Astro ASO (App Store Optimization) data for LLMs.

Fast hybrid code search for agents. Pure Go, drop-in MCP-compatible with semble.

Transparent MCP proxy. Turns fat tool responses into queryable handles: 88-99% fewer tokens.

SSH MCP server: execute commands, transfer files, and forward ports on remote servers via MCP.

Deterministic doc-drift detection and exact doc navigation as read-only MCP tools.

Browse GitHub repositories, explore directories and view file contents.

MCP server that lets AI assistants control Affinity creative suite on macOS via AppleScript

This project provides tools that expose Language Server Protocol (LSP) functionality as MCP (Model Context Protocol) tools

Semantic code graph for AI-assisted code understanding via tree-sitter and MCP.

Generate, validate, and optimize Adaptive Cards for Teams, Outlook, and Copilot.

Index, search, summarize, and approval-gate local Codex sessions through OpenClaw/MCP. Agent-first recall and dry-run orchestration for…

Django admin models over MCP: CRUD, actions, history, autocomplete — capped by Django permissions.

Java Debugger MCP Server. Enables AI agents to debug live Java apps via JDI with breakpoints, stack tracing, and variable inspection.

MCP server exposing JetBrains TeamCity CI/CD workflows to AI coding assistants

mori MCP server — a governed memory layer for AI coding agents.

Curion is a project-local memory layer for AI coding agents, published as an MCP server for Claude Code, Codex, OpenCode, and other MCP…

SQL analysis, linting and dialect conversion using SQLGlot.

Local MCP server for architectural decisions, traceability, and non-authoritative proposals.

The ultimate open-source server for advanced Gemini API interaction with MCP, intelligently selects models.

Graph-powered codebase reasoning, impact analysis, and governance tools over MCP.

Code intelligence for repository graphs, change impact, test selection, and engineering memory.

#️⃣ 🏠 🍎 🪟 🐧 - Type information from .NET projects: assembly exploration, namespace discovery, type reflection and NuGet integration.

Adapter to the OpenAaaS scientific agent network: submit tasks such as literature analysis or materials database queries to remote…

Manage AWS, Hetzner, OVH and SSH servers: status, logs, CloudWatch, IP bans, safe command exec.

Read-only MCP server for searching and reading Apple Messages history on macOS.

The Codebase Intelligence layer for AI coding agents. Semantic indexing, graph navigation, and repository intelligence

IDA Codex MCP bridges IDA Pro 9.2 with the MCP ecosystem. It provides an IDA plugin and a stdio MCP server that expose function lists,…

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

Git-backed team knowledge compiled into token-budgeted context bundles for coding agents

MCP server for .NET debugging — 34 tools for breakpoints, inspection, exception autopsy, code analysis, and more. Built on ICorDebug.

Filament MCP Server for Laravel Loop

Connect to OPC UA-enabled industrial systems.

MCP server for generating draw.io diagrams using mxgraph. Create and manage diagrams programmatically or with AI and VSCode extension.

AST-based semantic code search: 39 tools over 37 languages. Call tracing and impact analysis.

Your code review comments from Reado, the read-first IDE, as context and tools for your agent.

MCP server for interactive debugging

An agentic debugger for Bevy games: a plugin that exposes a game's state over BRP, and an MCP server that lets a coding agent read and…

MCP server + CLI that lets Claude Code agents delegate tasks to agents in other project directories. Multi-agent orchestration: parallel…

Delegate tasks to other AI providers' models, e.g. ask OpenAI to generate an image.

Python runtime interpreter that executes submitted code in an isolated environment.

Sub-ms PreToolUse firewall, feedback memory, and single-use permits for AI coding agents.

The most advanced Jenkins MCP server available - Enterprise debugging, multi-instance management, AI-powered failure analysis, vector…

Secure secrets proxy for AI agents — manages API keys so agents never see raw credentials.

Local MCP server that gives AI coding agents persistent, searchable memory of your codebase

MCP Server for gRPC

Maintain and use API collections, replacing REST clients like Postman or Insomnia.

Structural code-quality tools for AI coding agents.

Lets coding agents review their change, find an existing helper, and recall the team's lessons.

Read-only SQL queries and schema inspection for IBM Db2 for i over ODBC, JT400 or Mapepire (SSH).

Local router for Agent Skills across coding agents and MCP clients, with hybrid matching on the local CPU that spends no tokens.

Terminal for AI coding agents: persistent PTY sessions, incremental reads, headless screen capture, multi-agent orchestration and a web…

Control macOS apps via AppleScript/JXA: sanitized commands for Messages, Mail, Finder, and more.

Pass the baton between coding agents: convert sessions across Claude Code, OpenCode, Codex & more.

MCP server for PHP Xdebug debugging with breakpoints, stepping, and variable inspection

Browser Solidity compiler IDE - smart contract development testing deploy

Repository intelligence, code graph, history, papertrail, and cross-agent memory for coding agents.

Identifies refactoring hotspots to help agents improve code.

Read-only debugging for Hono apps: recent exceptions with their requests, logs and queries, requests filtered by status or duration, and…

Self-hosted server that captures design patterns, conventions and decisions from git history and developer feedback and serves them to…