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Streams live progress from long-running MCP tool calls to any connected client. Instrument a tool call with mcp-telemetry-sdk, and telemetry_subscribe pushes its steps, logs, cost, and completion over notifications/progress — no polling, and a job started in one session can be watched from a different one.

Indian stock market research: quotes, financials, technicals, screener, FII/DII and market insights.

Enables MCP tool developers and AI agents to track payments, calculate sales tax liability, and ensure tax compliance across US jurisdictions.

Enables AI agents to interact with Jira Cloud, including listing boards and issues, adding comments, and searching users.

MCP server for PullPush.ai integration sync engine, providing 43 tools to manage connectors, flows, sync operations, diagnostics, and more through the Model Context Protocol.

Enables AI agents to fetch any web page as clean markdown or screenshot it, turning URLs into LLM-ready context.

PowerPoint MCP server provides a bridge between AI assistants and Microsoft PowerPoint, enabling programmatic creation and manipulation of presentations through natural language. The implementation uses python-pptx to offer a comprehensive set of tools for managing slides, shapes, charts, and tables, with features for styling elements, creating financial visualizations, and applying templates. Built with FastMCP, it maintains a workspace directory for presentations and handles element tracking through unique IDs, making it valuable for users who need to create or modify PowerPoint presentations without leaving their AI assistant interface.

An MCP server that provides ElevenLabs text-to-speech as a Leo provider package, enabling text synthesis to base64 audio and voice listing through the Leo speech pipeline.

MCP server for local Ollama vision analysis, enabling text-only agents like Claude Code to inspect images via a single tool. Processes images locally with Ollama, keeping image bytes on the machine and returning text reports.

A read-only MCP server that exposes NetBox IPAM data over HTTP, allowing engineers to query subnets, IPs, and VLANs using natural language through AI assistants.

Streamlit based Conversational Bot using LangGraph Prebuilt Agents with MCP

An MCP server implementing the Wildlife Insights GraphQL API, providing natural language tools for wildlife management and species identification.

MCP server to control Autodesk Navisworks Manage 2025 from Claude via natural language, enabling model inspection, property search, selection sets, and clash detection.

Enables fetching upcoming events for London Desperados CC from Spond via a single tool, get_desperados_events.

AI-native property MCP for Northern Cyprus (KKTC). Search live listings, get the price index, compare cities and districts, estimate rental yield, and look up KKTC title-deed (koçan) procedures — all sourced live from evlek.app.

Enables teams to create a shared knowledge base where members can store, search, and validate information collectively. Provides semantic search across team memories with granular permissions and collaborative verification features.

AgentRadar provides trust scoring, scam detection, and EAS attestations for ERC-8004 and x402 agents on Base. It enables AI agents to verify the reputation and trustworthiness of other on-chain agents using the @agentradar/mcp npm package.

Provides real-time weather and forecast tools backed by Open-Meteo API, enabling natural-language weather queries and smart predictions like umbrella recommendations through Databricks Agent Bricks.

Enables AI assistants to control Spotify playback, search for music, manage playlists, and interact with your Spotify library through natural language commands.

MCP server for Cursor IDE that searches GitHub in real-time to find developer tools for your workflow pain points. Returns only validated, actively-maintained tools with 500+ stars.