Productivity & Workflow MCP Servers

Arithmetic

Performs basic arithmetic operations, including addition, subtraction, multiplication, and division.

Jira

Enables natural language interaction with Jira to manage and retrieve project information.

XML

Provides comprehensive operations for reading, analyzing, searching, transforming, and validating XML files.

Boilerplate

Provides a foundational template for building custom Model Context Protocol (MCP) servers to integrate with various AI assistants.

Weather

Provides weather data retrieval, LangChain Agent integration for natural language queries, and data visualization capabilities for current and historical weather trends.

FinSight

Extracts and analyzes data from documents such as invoices and bank statements, enabling interactive querying of their content through an AI agent system.

Obsidian

Integrates Obsidian vaults as structured context sources for LLMs like Claude Desktop, enabling multi-vault management, token-efficient search, and markdown-native editing.

Documents

Empowers AI agents and LLMs to programmatically create, read, and manipulate document files such as PDFs, DOCX, and PPTX.

Chanty

Connects the Chanty team collaboration and communication platform with Generative AI applications using a Model Context Protocol (MCP) server.

File Compass

Performs semantic file search across codebases using local embeddings and HNSW indexing to find relevant files by natural language descriptions.

Academic Researcher

Assists academic professionals with paper search, notes management, citation handling, and PDF processing, powered by local LLMs via Ollama.

Cntx UI

Transforms codebases into searchable, structured context for AI agents, enabling efficient navigation and consumption by LLMs.

TablaFocus

Unifies tabla glossary lookup, composition design, certification preparation, and practice planning into a consistent interface for AI assistants and learners.

HDC

Provides an MCP service to enable AI assistants to directly control HarmonyOS devices.

GitHub Issues Automation

Automates interactions with GitHub issues, managing comments and summarizing release updates.

OpenAPI Connector

Integrate any OpenAPI specification directly into Claude as callable tools.

Google

Access various Google services like YouTube, Trends, News, Scholar, and NotebookLM programmatically, often without official APIs, for AI agent integration.

Android

Transmits prompts, code snippets, and instructions from Android devices to Windsurf IDE via a lightweight communication layer.

Outlook

Integrates Microsoft Outlook with AI assistants, granting full access to emails, calendar, and contacts via the Microsoft Graph API.

Soundgrep

Orchestrates multi-agent AI for music production, enabling semantic sample search, MIDI generation, stem separation, and Ableton control.