Developer Tools MCP Servers

Algorand

Enables applications to provide context to large language models for Algorand blockchain interactions.

Scrapbox Cosense

Facilitates interaction with cosense/Scrapbox projects through a Model Context Protocol (MCP) server.

Simple Files Vectorstore

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

Rootly

Enables users to resolve production incidents from their IDE by integrating with the Rootly API.

LocaLLama

Dynamically routes coding tasks between local LLMs, free APIs, and paid APIs to optimize costs.

LeetCode

Provides access to LeetCode problems, user data, and contest information via a GraphQL interface.

Pdf-Rag

Enables semantic search capabilities for PDF documents through a web interface or via the Model Context Protocol (MCP) for AI tool integration.

Dynamic Shell

Enables secure execution of shell commands with dynamic approval and audit logging.

Test Servers

Provides a suite of test servers implementing the Model Context Protocol (MCP).

Assistant

Retrieves information from the Pinecone Assistant service.

Txtai.java

Integrate Java applications with txtai, an AI framework for tasks like semantic search and language model workflows.

Solodit

Access and retrieve Solodit vulnerability reports via a Model Context Protocol (MCP) server.

Astro Docs

Connects AI tools and Large Language Models (LLMs) to the latest Astro documentation via the Model Context Protocol (MCP).

Mermaid

Enables AI assistants to generate professional architecture diagrams, flowcharts, and sequence diagrams from natural language descriptions.

MiniMax Coding Plan

Integrates AI-powered search and vision analysis APIs for enhanced code development workflows via a specialized MiniMax Model Context Protocol (MCP) server.

NotebookLM

Enables AI agents and automation platforms to directly query NotebookLM for grounded, citation-backed answers from personal knowledge bases.

RimWorld Coding RAG

Provides a retrieval and navigation tool for RimWorld source code and XML definitions, enhancing AI assistant capabilities.

Figma Bridge

Provides AI models with real-time access to read and manipulate Figma design documents.

Test Coverage

Equip AI coding agents with instant, token-efficient, and accurate test coverage data from LCOV files to enhance code quality and testing efforts.

AutoPentest

Automates web application penetration testing by leveraging the full OWASP Web Security Testing Guide.