Discover Awesome MCP Servers

scrcpy MCP Server

Exposes Android device control via adb and scrcpy as 22 tools for MCP clients like Claude Code and Codex CLI.

Perforce P4 MCP Server

Integrates with Perforce P4 version control system via Model Context Protocol, providing safe read/write tools for changelists, files, shelves, workspaces, jobs, reviews, and server metadata.

TChat MCP Server

Enables interacting with Telegram chats through a browser-bound MCP bridge, providing tools to list chats, read messages, and send messages with optional AI assistance.

Haiyan XHS Reader MCP

Reads public Xiaohongshu posts via share links and returns metadata, images, and video frames.

Mind Guide MCP

Connects users to mental health counseling centers and welfare programs based on location and situation, prioritizing crisis resources.

mcp-ebook-server

Provides AI assistants with direct access to your ebook library, enabling listing books, reading chapters, and searching across books via the Model Context Protocol.

Doctah-MCP

Enables AI assistants to search and access Arknights game data including operator information, enemy intelligence, skills, talents, and attributes through PRTS.wiki integration. Provides fuzzy search functionality for operators and enemies with clean Markdown output.

Search MCP

Enables LLM-powered search with Elasticsearch, including query planning, expansion, and intelligent filtering for e-commerce.

Verum

Verum's MCP server turns any codebase into a deterministic, queryable fact layer — an agent can ask who calls a function, what a change impacts, where the dead code and duplicates are, which client calls hit which routes, and run a full security/quality audit. It returns byte-identical answers in a few hundred tokens instead of grepping and reading whole files.

FastMCP Orders Server

Enables querying customer orders from a PostgreSQL database by customer ID or email, with optional minimum amount filtering.

MCP Debat

Orchestrates sequential debates between multiple AI models across four phases (constructive, challenge, closing, synthesis) with host intervention and anti-sycophancy enforcement.

MCP Technopark Job Search

Enables AI assistants to search and retrieve real-time job listings from the Technopark job portal using Puppeteer web scraping. Users can search by role or keyword to obtain job details including company name, closing date, and posted date.

mcp-atlassian-attachments

A Model Context Protocol server for downloading Jira Cloud attachments by attachment ID to local disk. Supplements the official Atlassian MCP server which lacks attachment download functionality.

mcp-research

An incremental financial-data MCP server built on Cloudflare, currently offering a read-only Hono API for accounts, transactions, and analytics with D1 and Drizzle. Future plans include OAuth and MCP integration.

mcp-csv-analyst

An MCP server that enables AI assistants to load, query, and analyze local CSV files using tools for filtering, aggregation, and grouping. It provides capabilities to describe schemas, calculate statistics, and sample data directly from CSV files.

SkillFM BYOK Vault MCP

BYOK vault and provider API key usage guidance for MCP-capable agents.

Expense Tracker MCP Server

An AI-native expense tracker MCP server that enables AI assistants to add and list expenses in a local SQLite database.

MCP Quadrant

Enables document storage and semantic search with geospatial filtering using Qdrant, and coordinate conversion between TLC, Plasma, and addresses.

brave-search-mcp

Enables Brave Search via MCP, deployed on Railway for seamless integration with AI agents.

Medusa Slack Gate

Human-in-the-loop approval gate for MCP agents, classifying tool calls by risk and requiring Slack-based human approval for medium/high risk actions.

postiz-mcp

Enables interaction with Postiz for social media scheduling, content management, and analytics through MCP-compatible clients, with write and delete operations gated by environment variables.

tex-browse-use

TEX is an MCP server that enables Claude Code to perform browser tasks using plain language, driving a real browser to interact with web applications that lack APIs.

todo-assistant

Manages TODO tasks with operations like add, list, complete, update, and delete, stored in a JSON file.

Document Convert MCP

Enables document format conversion between Word, Markdown, PDF, HTML, and plain text, supporting batch operations and format validation via the AI MCP protocol.

mcp-weather-server

Provides current weather conditions and 5-day forecasts for any city worldwide using the OpenWeatherMap API.

griptape-mcp

Provides AI assistants with direct access to official Griptape framework documentation and code examples through a pre-built SQLite database. It enables accurate code generation for Griptape agents, pipelines, and nodes by eliminating documentation hallucinations.

Browser Use Heroku

Enables AI agents to control and automate browser actions through an MCP server deployed on Heroku. Supports programmatic browser automation with natural language tasks across multiple LLM providers.

sakutto-mcp-server

A production-ready MCP server for AI agents, providing deep web research and RAG capabilities via Cloudflare Workers.

Telegram MCP

Personal read-only Telegram MCP server exposing chat, message, and media tools via streamable HTTP with bearer authentication.