Discover Awesome MCP Servers

EarSay MCP

Provides voice transcription control and polling for MCP-compatible agents, enabling start/stop/pause/resume and retrieval of new text via tools.

desrid-html-to-figma

This MCP server lets AI agents connect to Figma to read, analyze, create, and modify designs, including elements, styles, assets, and code generation. It works with free Figma accounts and supports parallel multi-agent use across MCP-compatible clients.

mcp_supervisor_py

A Python scaffold for an MCP-style supervisor that breaks user tasks into steps, routes them to workers, retries on failures, and aggregates outputs.

ThinkingData MCP

Enables AI to interact with ThinkingData analytics through a read-only MCP service, supporting event/property queries, event analysis, retention analysis, and safe SQL execution.

commerce-ops-mcp

Enables investigating delayed e-commerce orders by searching orders, retrieving order context, diagnosing delay causes, and recommending resolutions through natural language.

Python MCP Server

Exposes basic arithmetic and greeting tools, a queue status resource, and a queue analysis prompt, demonstrating MCP server-client interaction over stdio.

codeembed

Embeds your codebase into a local vector and graph database and exposes it as an MCP tool, enabling AI assistants to perform fast semantic search over your code using Graph RAG.

Investo

An AI investment-analysis MCP server that analyzes companies (Indian NSE/BSE or global) by gathering public financial data and producing a comprehensive report including financials, ratios, DCF valuation, economic moat, risks, and a 0-100 investment rating.

Antecedentes (Polícia Federal)

This MCP server enables querying Brazilian Federal Police criminal background certificates using a person's CPF and name. It is a read-only, pay-per-use service that works with any MCP client.

imagebank-mcp

MCP server that allows AI coding agents to search, download, and convert stock photos from Pexels, Unsplash, and Pixabay into WebP format for direct use in web development projects.

MCP Server for Splunk

Enables AI agents to interact seamlessly with Splunk environments through 20+ tools for search, analytics, data discovery, administration, and health monitoring. Features AI-powered troubleshooting workflows and supports multiple Splunk instances with production-ready security.

Playwright MCP Server

Enables web browser automation through Playwright, providing tools for navigation, element interaction, screenshot capture, and accessibility snapshots. Uses streamableHttp transport for seamless integration with MCP clients.

Twitter MCP

MCP server for Twitter/X enabling AI agents to search, post, reply, and engage with tweets.

GitHub MCP Server

Enables comprehensive interaction with GitHub repositories, including code management, issues, pull requests, and full GitHub Actions workflow control with triggering, monitoring, and artifact management capabilities.

uecs-ccm-mcp

Enables reading of greenhouse sensor data and sending actuator commands directly over UECS-CCM UDP multicast, with no MQTT broker needed.

mcp-jira-confluence-corp

A Model Context Protocol server for Atlassian Jira and Confluence that bypasses corporate proxies and self-signed certificates, enabling read/write operations on issues, projects, pages, and spaces using Personal Access Tokens.

Stock Ticker MCP Server

A demo MCP server implementation that provides a single stock search tool which returns a rude message when queried. Primarily serves as a simple example of the Model Context Protocol.

readability-claude

Enables Claude to analyze and improve readability of text using local deterministic metrics like Flesch Reading Ease and lexical diversity, without sending data to external services.

mcp-server-db

A universal MCP server enabling AI assistants to query and manage six database engines (Postgres, Redis, Elasticsearch, MySQL, MongoDB, LDAP) through 113+ tools with read-only safety and fault tolerance.

mcp-research-collective

A multi-agent research system using a shared blackboard (belief store) for agents to collaborate, exposed as MCP tools for use with Claude Desktop or other MCP hosts.

comfyui-mcp

MCP server + Claude Code plugin for ComfyUI — execute workflows, generate images, visualize pipelines, manage models, control VRAM, and explore custom nodes, all from your AI coding assistant.

Telegram Agent for Codex

Privacy-first Telegram MCP server enabling maintainers to triage chats, inspect context, search messages, draft replies, and send authorized messages locally without a cloud relay.

wallabag-mcp

MCP server providing AI assistants with a structured interface to manage wallabag articles, tags, and annotations.

MarketIntel MCP Server

A minimal MCP server for market research using FastMCP and the Tavily API, with n8n automation, enabling company overview, competitor analysis, product portfolio, pricing snapshot, and recent news queries.

mcp-mock

A lightweight mock MCP server for local testing and resilience experiments, providing predictable tool responses with simulated latency and errors.

emr-mcp-server

Provides intelligent guidance for EMR cluster management, configuration recommendations, and monitoring capabilities

NetSuite MCP Tools

Provides a Streamable HTTP MCP proxy for VS Code Copilot and Claude Code, using JWT client assertion to securely access NetSuite APIs.

image-recognition-mcp

An MCP server that provides local image recognition on macOS, including OCR, image classification, comprehensive image analysis, and screenshot recognition, all via Apple's Vision framework without any network requests.

ashare-mcp

A-share market data MCP server via baostock. Full-stack coverage: K-line, financials, DCF/DDM/PEG valuation, 11 technical indicators with proper split-day volume handling (OBV/MFI on raw bars), CN-style KDJ (J=3K-2D), risk metrics (Beta/Sharpe/MaxDD with stock-suspension-aware aligned returns), and PBoC macro data.

@bestimmaa/posprint-mcp

MCP server for printing POS receipts via CUPS printers, supporting a two-step confirmation flow with preview.