All MCP Servers

This MCP server provides integration with the Finnhub API, allowing users to fetch real-time market data, stock quotes, financial reports, and analyst recommendation trends.

Coco is a pair programming assistant that transforms code into structured frameworks for critical inquiry, helping developers improve code quality through guided technical discussions.

A Playwright-powered search engine integration that bypasses anti-bot mechanisms to provide clean, structured Google Search results locally without API fees.

MCP server for Power BI - Business analytics and data visualization

Integrates Triple Whale's e-commerce analytics with LLMs, allowing users to query profit, ad spend, ROAS, and customer metrics using natural language.

A decision-support server that provides advanced stochastic algorithms like Markov Decision Processes and Monte Carlo Tree Search to help AI agents break out of deterministic patterns.

MCP Jira DevFlow - Project for Jira integration with MCP

MCP (Model Context Protocol) Server. Enhances structured problem-solving and analytical reasoning with tools for research verification, statistical analysis, logical reasoning, and multi-perspective generation for data analysts, researchers, and decision-makers.

A robust PDF intelligence platform offering over 40 tools for AI-powered text extraction, table analysis, OCR, and document health assessment. It features multi-library fallbacks for high reliability and supports direct processing of web-based PDFs via URL.

🔬 AI-powered medical paper writing toolkit — from PubMed search to Word export, all inside VS Code

MCP (Model Context Protocol) Server. Enables AI systems to access and retrieve information from multiple vector store backends including HNSWLib and Weaviate, providing a unified interface for knowledge retrieval to support RAG workflows without complex integration work.

An intelligent documentation management server that provides AI assistants with searchable project-specific knowledge and official API references via Docsets.

This server provides browser automation capabilities using Playwright, allowing LLMs to interact with web pages through structured accessibility snapshots. It enables tasks like web navigation, form filling, and data extraction without the need for screenshots or vision-tuned models.

A TypeScript-based MCP server providing real-time access to the Microsoft Flight Simulator SDK documentation through structured searches and natural language queries.

MCP (Model Context Protocol) Server. Enables browsing and interaction with shared OneNote notebooks through browser automation for reading/writing pages, capturing diagrams, and maintaining session state

MCP server to empower your agent with enterprise-grade Gemini integration for codebase analysis, live search, text/PDF/image processing, and more on your favorite MCP clients.

The official BlindPay MCP server provides global stablecoin payment infrastructure access to AI coding assistants, enabling them to manage receivers, process payouts, and handle virtual accounts.

Elenchus is an adversarial code verification system that uses a Verifier↔Critic debate loop to systematically uncover security, correctness, and performance issues through dialectical reasoning.

A specialized MCP server for validating ARIA roles and attributes using the aria-query library to ensure web accessibility compliance. It provides real-time checks for attribute validity, allowed values, and proper role usage within development environments.

MongTap is a MongoDB-compatible MCP server that uses statistical modeling to generate realistic synthetic data on-the-fly, allowing LLMs to interact with databases without actual data storage.

MCP (Model Context Protocol) Server. Provides image generation capabilities through Google's Gemini 2 API, enabling text-to-image creation with configurable parameters like aspect ratio and output format

MCP server for ros2_medkit. Bridge LLM agents to the SOVD REST API for ROS 2 diagnostics and remote operations.

MCP (Model Context Protocol) Server. Integrates Perplexity AI's API, enabling web-based research and cited answers through real-time search capabilities.

A comprehensive MCP server for managing Google Cloud Platform resources including Compute Engine, Cloud Run, BigQuery, and Storage through a standardized interface.

Integrates with Galileo's evaluation and observability platform to manage datasets, prompt templates, and experiment setups for monitoring LLM application performance.

A specialized MCP server for compiling Delphi projects that automates complex library path management, parses .dproj files, and filters compiler output into structured error data.

The Model Context Protocol is an open standard that enables developers to build secure, two-way connections between their data sources and AI-powered tools. The architecture is straightforward: developers can either expose their data through MCP servers or build AI applications (MCP clients) that connect to these servers.

A specialized MCP server that enables sending push notifications to Gotify servers using configured environment variables for authentication and server location.

Enable AI assistants to reflect on, critique, and continuously improve their own performance using Mandoline's evaluation framework.

Transactional File System server for Model Context Protocol (MCP). Enterprise-grade tools for AI agents: atomic edits, undo/redo, code navigation, refactoring, git integration. Docker ready.