Discover Awesome MCP Servers

methods-mcp

Provides MCP tool adapters for Bioconductor methods like limma, DESeq2, and fgsea, enabling statistical analysis of omics data through containerized R execution. It serves as a bridge between MCP clients and bioinformatics tools for reproducible research workflows.

Markitdown MCP Server

Converts various file formats (PDF, Word, PowerPoint, Excel, images, audio, HTML, CSV, JSON, XML, ZIP, EPubs) to Markdown for use with Large Language Models. Deployed as a pay-per-event Apify Actor with Streamable HTTP transport.

trust-security

Detect live website vulnerabilities and security flaws in GitHub repositories using automated DAST and SAST scanning. Safeguard applications by identifying exposed secrets, insecure dependencies, and common code patterns prone to exploitation. Receive structured fix plans with precise code remediation steps to resolve identified risks and improve security posture.

instinct

Self-learning memory for AI coding agents. Observes tool sequences, user preferences, and recurring fixes — auto-promotes high-confidence patterns into behavioral rules. 22 tools, 2 prompts, SQLite-backed, zero config.

Google Threat Intelligence MCP Server

Enables AI assistants to access Google's Threat Intelligence suite for file analysis, indicator of compromise searches, and reputation checking. It supports both local and cloud-based deployments for investigating campaigns, threat actors, and malware families.

@businessmaps/mcp

An MCP bridge server that allows AI tools to call functions and execute code directly within a web browser tab. It enables developers to register custom browser-side tools with full access to the DOM, web APIs, and local application state.

Custom MCP Server

A custom MCP server integrating Brave search, filesystem, GitHub, and sequential thinking

Salt MCP

Enables AI agents to build React applications using JP Morgan Chase's Salt Design System by providing real-time access to component APIs, documentation, and accessibility guidelines. It supports tasks such as scaffolding new projects, building UI patterns, and converting Figma designs into Salt code via the Model Context Protocol.

Twitter MCP Server

Model Context Protocol server that enables programmatic interaction with Twitter API, allowing users to post tweets, search for content, and retrieve user timelines through standardized MCP tools.

AI Quality Gate

🚀 Kill the Junior AI Era. 🤖 Level up your AI code to Principal standards. No more sloppy lines or junior mistakes. Automated ESLint ✨ TypeScript 🔧 Prettier 🎨 SonarQube 🛡️ Security 🔒 Complexity 📊 in seconds. High-stakes quality, forced to ship only the best. ⚡🏆 Goodbye, bad code. Hello, Principal Engineer. 🚀✨

Flight MCP Server

A real-time flight tracking interface for LLMs that connects AI assistants to live aircraft data from ADS-B Exchange, enabling searches by location, specific flight tracking, military aircraft monitoring, and aviation pattern discovery.

Dynamic MCP Server

Creates custom MCP servers from JSON configuration files that can execute AI-powered tools by dynamically invoking Claude, Codex, or Gemini CLIs with configurable prompts and inputs.

Remote MCP Server Template (Authless)

A template for deploying authentication-free MCP servers on Cloudflare Workers, enabling quick setup of custom tools accessible via SSE endpoints for AI assistants like Claude.

MoneyChoice

The MoneyChoice MCP Server delivers institutional-grade economic forecasts powered by a proprietary quantum-inspired analytical framework that evaluates vast market state possibilities simultaneously rather than relying solely on historical price patterns. Since 2015, MoneyChoice Capital has maintained a documented 80%+ prediction accuracy rate through strict signal validation and full performance

Baidu Digital Human MCP Server

Provides programmatic access to Baidu's Xiling Digital Human platform, enabling AI assistants to generate digital human videos, clone voices, and create synthesized speech through 13 standardized MCP protocol interfaces.

Pinboard MCP Server

Provides LLMs with read-only access to search, filter, and retrieve bookmark metadata from Pinboard.in at inference time via Model Context Protocol.

🛠️ dbt MCP Server

dbt-mcp-server

HiGHS MCP Server

Provides linear programming (LP), mixed-integer programming (MIP), and quadratic programming (QP) optimization capabilities using the HiGHS solver, enabling AI assistants to solve complex optimization problems like production planning, logistics, and portfolio optimization.

My Awesome MCP

A basic MCP server built with FastMCP framework that provides example tools including message echoing and server information retrieval. Serves as a template for building custom MCP servers with both stdio and HTTP transport support.

Remote MCP Server on Cloudflare

A Model Context Protocol server implementation that runs on Cloudflare Workers with OAuth login, allowing Claude and other AI models to access tools via the MCP standard.

DeepL MCP Server

Provides translation capabilities using the DeepL API, supporting text translation between numerous languages, rephrasing, batch translation, document translation, and language detection with formality control.

InfluxDB MCP Server

A Model Context Protocol server that provides secure, read-only access to time-series data stored in InfluxDB 1.8 via JWT authentication.

Instagram DM MCP Server

Enables AI assistants to read and send Instagram direct messages using the Model-Consumer Protocol with instagrapi.

curl-mcp

Provides a structured HTTP client tool for making web requests with full HTTP method support, detailed response metadata, and error handling. Enables AI assistants to interact with any web API or endpoint through the curl_request tool.

Interactive Feedback MCP

A Node.js MCP server that enables human-in-the-loop workflow for AI development tools, allowing users to run commands, view output, and provide textual feedback directly to AI assistants.

MCP Chat

A command-line interface application that enables interactive chat with AI models through the Anthropic API, supporting document retrieval, command-based prompts, and extensible tool integrations.

Splitwise MCP Server

Enables AI assistants to manage Splitwise expenses with atomic duplicate prevention, smart fuzzy matching, and support for flexible split ratios between two people.

Cisco NSO MCP Server

Enables AI-powered network automation through natural language interactions with Cisco NSO, providing access to device management, configuration retrieval, sync operations, and service orchestration via the RESTCONF API.