Developer Tools MCP Servers

Atlassian Data Center

16

Enables AI assistants to interact with Atlassian Data Center products (Jira, Confluence, and Bitbucket) through the Model Context Protocol (MCP).

MATLAB

16

Enables AI users to execute MATLAB code, generate scripts from natural language, and access documentation directly within conversations.

Simple Files Vectorstore

16

Indexes and performs semantic searches across files in local directories using vector embeddings.

Glif

16

Enables running glif.app AI workflows, such as image generators and meme creators, inside LLMs.

DeepSeek Reasoner

16

Enables advanced reasoning and reflection capabilities leveraging the Gemini API.

ThingsPanel

16

Integrates ThingsPanel IoT platform with AI models using the Model Context Protocol.

Local Rag

16

Implements a local, API-free web search for retrieval-augmented generation (RAG) using the Model Context Protocol (MCP).

LLMling

16

Simplifies LLM application development using YAML-based configuration for resource management, prompt templates, and tool execution.

Chrome Tools

16

Enables remote control of Chrome tabs through the DevTools Protocol for tasks like executing JavaScript, capturing screenshots, and monitoring network traffic.

Laravel MCP SDK

16

Implements the Model Context Protocol (MCP) within Laravel applications, facilitating standardized communication between AI models and the application.

Playwright Cdp

16

Automates browser interactions and enables Large Language Models (LLMs) to interact with web pages through Playwright and Chrome DevTools Protocol (CDP).

Browser Use

16

Automates browser interactions using Python scripts for tasks like screenshot capture, HTML retrieval, JavaScript execution, and console log extraction.

BatchIt

16

Aggregates multiple Model Context Protocol (MCP) tool calls into a single request, reducing overhead and token usage for AI agents.

PostHog

16

Enables interaction with PostHog projects through Claude Desktop for creating annotations and managing projects.

Docs Service

16

Manages markdown documentation with frontmatter, optimized for AI assistant integration.

Webflow

16

Enables AI agents to interact with Webflow using the Model Context Protocol (MCP) and the Webflow JavaScript SDK.

OpenAPI Schema

16

Enables Large Language Models to explore and understand OpenAPI specifications through specialized tools.

GDB Debugging Server

16

Exposes GDB debugging capabilities via the MCP protocol for remote application debugging.

ZenML

16

Connects an MCP client, such as Cursor or Claude Desktop, with ZenML MLOps and LLMOps pipelines.

Inkdrop

16

Facilitates interaction with the Inkdrop note-taking application's local data via the Model Context Protocol.