All MCP Servers

An MCP server for the Anaerobic Digestion Model No. 1 (ADM1), providing AI-powered feedstock analysis, multi-reactor wastewater simulation, and professional scientific reporting.

A comprehensive MCP server for Re:Earth CMS that provides full CRUD operations for projects, models, items, assets, groups, and comments, including spatial data export in GeoJSON and CSV formats.

An MCP server that provides a natural language interface for single-cell RNA sequencing (scRNA-Seq) analysis using the CellRank library, supporting preprocessing, clustering, and visualization.

MCP (Model Context Protocol) Server. Integrates with AlphaVantage API to fetch intraday stock data, calculate technical indicators, and generate trade recommendations based on market analysis.

MCP Shark Viewer integrates MCP Shark into VS Code/Cursor so you can inspect MCP traffic without leaving your IDE

MCP (Model Context Protocol) Server. Local-first project management server with task decomposition, dependency tracking, and vector-based context storage using SQLite and embeddings

An MCP server for the rembg library that provides high-quality AI background removal for single images and batch folder processing using over 20 specialized models.

A remote MCP server template for Cloudflare Workers featuring Google OAuth authentication and automated analytics for tracking tool performance and user engagement.

Enables comprehensive management of OmniFocus on macOS through 17 specialized tools for projects, tasks, and organization. Users can create, update, and filter items or navigate the interface using natural language via the Model Context Protocol.

Provides storage, searching, and retrieval of 1C (BSL) code templates with a built-in web interface for easy template management. It enables AI assistants to fetch specific boilerplate code directly into editors using natural language search.

A robust, read-only MySQL MCP server written in Go that provides secure database introspection, multi-instance support, and advanced features like vector search for MySQL 9.0+.

A privacy-focused MCP server that enables LLMs to search the web via DuckDuckGo and extract clean, markdown-formatted web content using Jina Reader.

MCP (Model Context Protocol) Server. Provides AI tools for searching and querying community posts from a MySQL database with paginated searches, keyword filtering across titles, content, and tags, and support for various post types including QNA, projects, gatherings, and marketplace items.

A Model Context Protocol server that dynamically creates tools to send rich-formatted Slack notifications to specific channels via webhooks.

A Model Context Protocol server that integrates Xero's cloud-based accounting software with GenAI applications, providing comprehensive API coverage and enterprise-ready features.

An enhanced Model Context Protocol server for GraphQL that provides robust variable parsing, dynamic headers, and filtered introspection to optimize context for LLMs.

MCP (Model Context Protocol) Server. Enables programmatic management of Jira Insights asset schemas through CRUD operations on object types and AQL queries, streamlining IT asset management and configuration tracking workflows.

A specialized MCP server that integrates the TestDino test management platform with AI agents, allowing users to query test results, debug failures, and manage manual test cases through natural language.

An MCP server that enables AI models to programmatically manage Excalidraw files, allowing for the creation, connection, and deletion of diagram elements.

A toolset for LLM agents to interface with the MOSTLY AI synthetic data platform, enabling automated data generation, connector management, and generator training.

Bridges Cursor and Claude Desktop with the OpenClaw and Moltbook ecosystems to manage personal AI agents and communication gateways across platforms like WhatsApp and Discord. It provides MCP tools to invoke agents, manage sessions, and handle social agent interactions within a secure, virtualized environment.

A specialized MCP server and utility that converts JSON/YAML data into the Token Optimized Natural Language (TONL) format to reduce LLM token overhead by up to 60%.

Model Context Procotol(MCP) server for fetching Quip document

Enables orchestration of multiple Jules AI workers for tasks like code generation, bug fixing, and review using the Google Jules API. It features git integration, a shared memory system, and real-time activity monitoring for complex, multi-agent development workflows.

MCP (Model Context Protocol) Server. Integrates with Gmail's API to enable email operations including sending, receiving, and managing emails for automation and workflow integration

MCP (Model Context Protocol) Server. Integrates with O'Reilly's learning platform API to search and retrieve technical content from their extensive library, returning structured metadata including titles, authors, ratings, and URLs.

🚀 AI-powered CI/CD pipeline analyzer for Azure DevOps & GitHub. Automatically enforces security policies, detects vulnerabilities, and posts compliance reports on PRs. Open source DevSecOps automation.

Enables local language models to request real-time peer review feedback from Google Gemini to improve response quality, accuracy, and completeness.

A robust link checking server that enables AI assistants to scan websites and local files for broken links using linkinator, with support for recursive crawling and fragment validation.

Provides a suite of 17 tools for searching, reading, sending, and managing Gmail messages and drafts through the Model Context Protocol. It enables comprehensive email management including label organization, archiving, and attachment handling directly within MCP-compatible clients like Claude.