Discover Awesome MCP Servers

github-project-info-mcp

An MCP server that reads public GitHub Projects v2 boards (including item-level data like status and custom fields) without authentication, using official APIs and fallback methods for user-owned projects.

Frida Agent MCP

An AI-driven Android dynamic analysis tool that enables AI models to perform automated reverse engineering by controlling Frida. It provides capabilities to inject scripts, manage application processes, and analyze real-time execution data through the Model Context Protocol.

music-perception-mcp

Analyzes audio files to extract exact, reproducible measurements like loudness, tempo, key, spectral balance, and clipping for LLM-based DAW control.

PubChem MCP Server

Enables AI agents and applications to search, retrieve, and analyze chemical compounds, substances, and bioassays from PubChem's vast chemical information database through comprehensive tools for chemical research and discovery.

Solana Mcp

Solana Agent Kit MCP 服务器

yureong

Verifies Korean legal citations (case numbers, statutes) against the official government database to detect AI hallucinations. Works as CLI, MCP server, or Python library.

Jira Server

提供与 Jira REST API 的集成，允许 AI 助手以编程方式管理 Jira 问题。

PrintSmith MCP Server

Connects Claude to PrintSmith Vision for read-only AI-assisted print shop management. It enables users to query customer data, production job statuses, and financial summaries through natural language.

Markster MCP Server

A comprehensive business management suite that integrates CRM, sales intelligence, and financial modeling tools directly into AI workspaces via 32 specialized tools. It enables users to analyze sales pipelines, simulate pricing impacts with interactive UI components, and execute cross-platform business tasks through natural language.

ZVV-MCP

An application that combines Spice.ai with ZVV (Zurich Public Transport) data from opendata.swiss, enabling natural language queries of public transport information through LLM integration.

verifiable-memory

Memory for AI agents that can't hallucinate — answers only from stored facts with a citation, or honestly abstains. Provable forgetting (GDPR), valid-time, Merkle proofs, deterministic. MCP server, CPU-only, zero dependencies.

Xray MCP Server

Enables integration with Xray Cloud APIs for comprehensive test management including creating and managing test cases, test executions, test plans, and test sets. Supports CI/CD automation and test result tracking through GraphQL APIs.

Swiggy Deal Finder

Finds the cheapest nearby option for a dish on your own Swiggy account, ranked by final post-coupon payable amount.

WakaTime MCP Server

Provides access to WakaTime coding analytics data through MCP tools. Enables querying coding stats, activity summaries, project lists, and time tracking information from your WakaTime account.

Calculator Tools MCP Server

Provides utility tools for temperature conversion, percentage calculation, and news fetching from NewsAPI.

mcp-einvoicing-core

Base library for building MCP e-invoicing servers: abstract base classes, shared Pydantic models, XML utilities, and OAuth2-capable async HTTP client.

Markmap MCP Server

Converts Markdown text into interactive mind maps, supporting export as PNG, JPG, and SVG images.

hadith-mcp

An MCP server for retrieving hadith text and metadata from auditable sources, providing exact references, Arabic text, English translations, and source-attributed grading.

My Business Account Management API MCP Server

An MCP server that enables interaction with Google's My Business Account Management API, allowing users to perform account management operations through natural language interactions.

Valhalla MCP Server

Integrates Claude Desktop with the Valhalla routing engine to provide OpenStreetMap-based routing and isochrone capabilities. It enables users to calculate travel paths and reachability polygons for various transportation modes using natural language.

mysql-mcp-server

A production-ready MCP server for MySQL database operations, providing secure HTTP endpoints for read-only queries, performance analysis, and server monitoring.

Unified Salesforce Documentation MCP Server

Enables LLMs to scrape, index, and search modern and legacy Salesforce documentation by piercing complex Shadow DOM and iframe structures. It supports hierarchical spidering of entire guides and local RAG capabilities using a SQLite database for offline querying.

DatabricksMCP

A production-ready MCP server template with example tools for health check and user information, designed for Databricks Apps deployment.

mcp-chain-of-thought

mcp-chain-of-thought

scanline

Security scanning MCP server. Semgrep integration, SARIF parsing, baseline diffing, framework-aware ruleset selection, and automated finding triage.

MCP Agent Orchestration System

一个基于状态的 Agent 编排系统，允许在不同状态（空闲、计划、研究、执行、审查、错误）之间转换，同时保持对话上下文并提供特定于状态的提示。

gemini-mcp

A Model Context Protocol server that wraps the Gemini CLI, enabling AI assistants to send prompts, research topics, analyze code, and summarize content using Gemini.

douyin-upload-mcp-skill

Automates video and image-text publishing on Douyin's creator platform using Chrome DevTools Protocol, exposed as MCP tools.

Devin MCP Server

Enables interaction with Devin's API across all versions (v1, v2, v3beta1) with multi-organisation support, allowing session management, enterprise admin operations, and RBAC actions through natural language.