Discover Awesome MCP Servers

JCR Journal Partition MCP Server

Provides access to journal partition tables, impact factors, and warning lists from Chinese Academy of Sciences and JCR databases. Enables searching, comparing journals, analyzing partition trends, and checking journal warning status across multiple years.

Teams Guide MCP

Provides access to clean code guide documents and enables code quality inspection of external project files based on coding standards and best practices.

Ollama MCP Server

A bridge that integrates Ollama's local LLM capabilities into MCP-powered applications, enabling users to run, manage, and interact with AI models locally with full control and privacy.

Wave Financial MCP Server by CData

This project builds a read-only MCP server. For full read, write, update, delete, and action capabilities and a simplified setup, check out our free CData MCP Server for Wave Financial (beta): https://www.cdata.com/download/download.aspx?sku=HWZK-V&type=beta

Proxell MCP Server

Implements the Proxell Exchange Protocol (PXP) to enable AI agents to autonomously discover, price, negotiate, and trade digital assets like leads, datasets, and APIs. It provides a comprehensive suite of over 90 tools for managing the full transaction lifecycle, from initial discovery to escrow and settlement.

SJ RedM MCP Server

A unified development tool for RedM that provides access to RDR3 discoveries, framework documentation (VORP/RSGCore), native functions across 86+ namespaces, and database operations with smart context-aware loading.

MCP Doubao Seedream 4.0

Enables AI image generation using Doubao's Seedream 4.0 model through natural language prompts. Automatically downloads generated images to local directories with configurable parameters like resolution, watermarks, and batch generation.

Google Calendar MCP Server

Enables Claude to manage Google Calendar events, schedules, and meetings through natural conversation. It supports viewing calendars, creating Google Meet events, and searching for upcoming activities using Nango for authentication.

Chronica

Persistent memory MCP server for Claude Desktop. Gives Claude structured memory across sessions with time-aware context, auto-save, and a Streamlit curation UI.

AI Dev Assistant

Bridges Claude Desktop to local Windows 10 development environments to enable repository reading, documentation searching, and isolated code execution. It provides a secure interface for running allowlisted terminal commands and scripts directly through natural language.

Content Creation MCP Server

Enables AI-powered Ghost CMS blog management through Claude Desktop with content generation, image creation, and complete post management. Integrates Google Gemini for content generation and Flux/Imagen for feature images with GitHub OAuth authentication.

Think Strategies

Provides 10 structured reasoning strategies (Chain of Thought, ReAct, Tree of Thoughts, etc.) for complex problem-solving with session persistence, branching, and tool integration capabilities.

Backlog MCP サーバー

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What Happen MCP

Aggregates news from 70+ platforms across categories like tech, finance, social, entertainment, and sports. Provides access to trending topics from popular Chinese platforms including Weibo, GitHub, Zhihu, Baidu, and Bilibili.

Google Sheets MCP Server

Enables AI assistants to access, search, and analyze Google Spreadsheets through the Model Context Protocol. Supports both OAuth 2.0 for private sheets and API key authentication for public sheets, with tools for listing, reading, and searching spreadsheet data.

MCP Sequence Diagram Server

Generates sequence diagram images from Mermaid syntax or natural language descriptions, supporting multiple output formats (SVG, PNG) with customizable themes and dimensions.

ThreatByte-MCP

An intentionally vulnerable case management system designed for security training that provides MCP tools for SOC analyst workflows like case handling and indicator search. It enables users to explore and demonstrate common security weaknesses such as prompt injection, SQL injection, and broken authorization in an MCP-integrated environment.

go_serper_mcp_server

A Go-based MCP server that provides comprehensive access to the Serper Google Search API, including tools for images, news, maps, and scholar results. It also features a dedicated endpoint for scraping webpage content directly.

Connapse

Self-hosted knowledge backend for AI agents. Provides 11 MCP tools for hybrid vector + keyword search, container-isolated knowledge bases, and 4 storage connectors (S3, Azure Blob, MinIO, filesystem). Built with .NET, runs via Docker.

Postgres MCP Server

Enables querying and modifying PostgreSQL databases through MCP tools with read/write operations, schema inspection, and write-safety constraints that limit modifications to the mcp schema.

ThoughtMCP

Implements human-like cognitive architecture for enhanced AI reasoning through dual-process thinking, memory systems, emotional processing, and metacognitive monitoring. Enables users to process thoughts with biological-like cognitive processes including intuitive and deliberative reasoning modes.

DOOR Knowledge MCP Server

Enables users to search and access DOOR support documentation and knowledge base articles through natural language queries. Provides fast search capabilities across support.door.com content including articles and PDFs with pre-built search indexing.

Plan-MCP

An MCP server that uses Google Gemini AI to analyze requirements, create project plans, review code quality, and provide execution analysis feedback for software development projects.

urlDNA MCP Server

Enables security-focused LLM agents like GPT-4.1 and Claude 3 to interact with the urlDNA threat intelligence platform, providing tools for URL scanning, threat detection, and malicious content analysis.

Conductor MCP Server

Enables AI assistants to interact with Netflix Conductor Workflow Engine for troubleshooting workflows, managing executions, and creating/updating workflow and task definitions through natural language.

RAP2 MCP Server

Enables AI assistants to access and search RAP2 API documentation, allowing users to query interface details, search APIs by keywords, and retrieve repository interfaces through natural language.

Jenius MCP Smart Device

A server that enables control of smart home devices through the Jenius AI agent system, connecting to Home Assistant to manage devices like Xiaomi air purifiers and smart speakers.

postgres-safe-mcp

A PostgreSQL MCP server that automatically detects and obfuscates personally identifiable information (PII) in query results using column-name heuristics and NLP analysis. It enables AI agents to interact securely with databases by masking sensitive data by default while allowing selective unmasking under user control.

image-mcp-server

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Country By Api Ninjas MCP Server

Provides access to the API Ninjas Country API, allowing users to query detailed country data including GDP, population, area, and other demographic metrics. It enables filtering countries by specific economic and geographic criteria through natural language commands.