Discover Awesome MCP Servers

Java based Model Context Procotol (MCP) Server for JDBC

基于 Java 的 JDBC 模型上下文协议 (MCP) 服务器

zabbix-mcp-server

🔌 Complete MCP server for Zabbix integration - Connect AI assistants to Zabbix monitoring with 40+ tools for hosts, items, triggers, templates, problems, and more. Features read-only mode and comprehensive API coverage.

CPersona

Persistent AI memory server with 3-layer hybrid search (vector + FTS5 + keyword), confidence scoring via Reciprocal Rank Fusion, episodic/profile memory, and 16 tools. Zero LLM dependency. Works standalone with Claude Desktop and Claude Code. MIT licensed.

heygen-mcp

Exposes HeyGen's video generation API to MCP-compatible clients, enabling listing avatars, generating videos, and checking render status.

Mistral OCR MCP Server

An MCP server that enables Claude to perform OCR on local files using Mistral AI's document processing capabilities. It converts documents and images into markdown format for seamless analysis and interaction.

FastMCP Production Server

Provides secure filesystem operations, HTTP fetching with SSRF protection, JSON validation, artifact logging, and optional Redis key-value storage through both stdio and HTTP transports. Features production-ready security controls including sandbox enforcement, allowlist validation, and comprehensive input validation.

bybit-mcp

MCP server for Bybit exchange enabling 246 tools for trading, market data, account management, and more via natural language.

Monad NFT Analytics MCP

A server that retrieves NFT-related data on the Monad testnet, allowing users to check NFT holders, calculate portfolio values, view collections, and track top-selling NFTs by volume and sales across different time periods.

blackmount-nlp-mcp

NLP without the bloat — 45 tools for sentiment, keywords, readability, summarization. Zero heavy dependencies. 42KB wheel.

AlphaFold Sovereign MCP

Integrates AlphaFold DB and eight other biomedical data sources into MCP tools for variant clinical reporting, disease-target analysis, structural intelligence, and drug repurposing, with results persisted to a local SQLite knowledge graph.

recite-word

recite

MCP Invoice Generator

Enables generation of PDF invoices via an MCP server, using Typst for typesetting and a local TOML file for billing data.

Bigeye MCP Server

Enables interaction with the Bigeye Data Observability platform to query data quality issues, analyze data lineage and dependencies, track AI agent data access patterns, and perform root cause analysis for data issues.

Fellow MCP Server

Provides access to Fellow.ai meeting data including transcripts, summaries, action items, and participants, with local SQLite caching for fast searches and offline access.

SharePoint MCP Server

Enables AI agents to manage SharePoint Online resources including lists, libraries, columns, views, and files through the SharePoint REST API. It supports comprehensive data operations, schema management, and file transfers using secure MSAL authentication.

PhantAuth MCP Server

A server that enables interaction with PhantAuth, a random user generator and authentication service through natural language commands.

Pandoc MCP Server

一个基于 Python 的 MCP（模型上下文协议）服务器，由 FastMCP 提供支持，并利用 Pandoc 在各种格式（Markdown、DOCX、PDF、HTML 等）之间进行灵活的文档转换，专为与 Claude 等 AI 代理一起使用而设计。包含 Docker 配置，方便部署。

SharePoint MCP Server

Provides Claude with access to Microsoft SharePoint via the Microsoft Graph API, enabling folder management, document operations (upload, download, read, update, delete), and metadata management with secure OAuth 2.0 authentication.

ftp-mcp

An enterprise-grade MCP server for FTP and SFTP operations optimized for AI coding assistants, featuring smart synchronization, connection pooling, and unified diff patching.

Vox MCP

Enables MCP clients like Claude Code and Cursor to use multiple AI models (Gemini, GPT, Grok, DeepSeek, Kimi, Ollama) via a unified chat tool with conversation memory.

CNBS MCP Server

Enables querying China National Bureau of Statistics data including economic indicators, time series, and regional statistics. Supports natural language search, batch queries, comparisons, and analysis across monthly, quarterly, and yearly datasets.

,APEX MCP Server

Enables users to search and monitor European regulatory publications including GDPR, ISO27001, and AI Act. Supports creating monitoring topics, generating compliance briefs, and setting up notifications for regulatory updates.

Local Weather MCP Server

Provides a health check and a get_weather tool to query current weather by city name via HTTP, designed for integration with Dify.

IDE Chat Summarizer

Transforms chat conversations with AI into structured markdown summaries and automatically saves them to organized files in your notes directory. Supports different summary styles, handles large conversations through chunking, and provides tools to manage your saved summaries.

mcp-bigquery-dryrun

Validates BigQuery SQL syntax and performs dry-run analysis without executing queries, providing cost estimates, referenced tables, and schema previews.

dbt MCP Server

Provides intelligent dbt assistance through Claude Code integration, enabling users to perform dbt CLI operations, explore project metadata, and execute SQL queries against DuckDB warehouse with context-aware support.

SODAX Builders MCP

Build with live API data. Paste this MCP URL into your AI coding assistant and get instant access to SODAX API data plus SDK documentation that auto-updates from GitBook.

canvas-mcp

Local-first MCP server for Canvas LMS. Stdio transport, no third-party broker, token stays in ~/.canvas.env. Exposes courses, assignments, modules, announcements, grades, planner items, upcoming events, todo list, and bulk file dump as MCP tools.

Jenkins AI Optimizer

Enterprise-grade MCP server for Jenkins CI/CD integration that enables AI assistants to diagnose build failures, analyze pipelines, and search logs through natural conversation.

jira-context-mcp

Fetches structured Jira issue context from a URL, enabling coding agents to quickly understand issue intent and implementation details.