Discover Awesome MCP Servers

digikey-mcp

A read-only MCP server for electronics engineers to search DigiKey parts, get detailed product information, plan and validate BOMs, and export order lists, using the official DigiKey API.

Pylpex MCP

Enables execution and analysis of Pylpex code through an interpreter, supporting code execution, tokenization, variable inspection, and providing language documentation and examples.

CongressMCP-full

The open Congress.gov MCP server. Provides comprehensive access to the Congress.gov API through 6 organized toolsets, enabling AI systems to retrieve and interact with legislative data from the United States Congress with a clean, unified interface.

Prefeitura SP São Paulo: CADIN

MCP server for querying São Paulo's CADIN (municipal credit/debt registration) from official sources. Read-only, works with any MCP client, and requires pre-paid credits for usage.

Lottery MCP Server

Provides tools to query Chinese lottery results, check prizes, and update data for 双色球 (Double Color Ball) and 大乐透 (Super Lotto).

gmail-attachments-mcp

An MCP server for Gmail that enables downloading attachments and creating drafts with file attachments, without the ability to send emails.

local-brain-mcp

Enables AI coding assistants to recall past lessons, bugs, and conventions from local git history with sub-5ms latency and full privacy.

Claude Code Memory Server

Provides persistent memory capabilities for Claude Code using Neo4j graph database to track development tasks, code patterns, solutions, and their relationships across sessions and projects, enabling contextual assistance and pattern recognition.

mcp_review_code_tool

MCP server for code review using OpenRouter API. Supports local code review via MCP or web interface.

arc-mcp

Enables semantic browser automation for the Arc browser, allowing users to perform web tasks like searching, shopping, and data extraction through natural language commands.

Fal.ai MCP Server

Enables seamless integration with Fal.ai's 600+ image generation models including Flux and Stable Diffusion. Supports real-time streaming, workflow execution, and unified access to AI image generation through natural language.

ssh-shell-mcp

AI-native SSH orchestration server enabling Claude or any MCP agent to execute commands, manage files, tunnels, and fleet operations across multiple hosts with security policies and audit logs.

Smash.

AI-driven Padel app

groq-whisper-mcp

Transcribe audio/video files using Groq-hosted Whisper with word-level timestamps, automatic caching, and cost estimation, offering up to 9x savings over OpenAI Whisper.

Vestel Jira MCP Server

Connects AI assistants to Jira, enabling retrieval, search, creation, and update of issues with schema validation.

IoTDB MCP Server for Tree Model

트리 모델을 위한 iotdb-mcp-server

draftgate-mcp

Enables email agents to send emails with granular trust levels per contact, ensuring human approval for high-risk or unknown recipients while allowing automatic sending for trusted ones.

poa-bus-mcp

Access bus stops, routes, and real-time information for Porto Alegre's public transportation system.

GovCon

Federal procurement intelligence toolkit that searches SAM.gov contract opportunities, analyzes agency spending patterns, tracks competitor wins, and monitors small business set-aside programs (8a, HUBZone, SDVOSB, WOSB). 4 tools using SAM.gov and USASpending.gov data.

Oracle MCP Server

Execute SQL queries, browse schemas, and analyze Oracle Database performance through an AI-compatible Model Context Protocol server.

office-mcp-server

AI-powered professional document generation server that creates Word and Excel documents with multiple themes, Mermaid diagrams, and Chinese national standards compliance, integrated via MCP protocol.

Minecraft Document MCP

Enables AI assistants to search and retrieve content from the Chinese Minecraft Wiki, including article introductions, full content, and category lists.

agr_postgres_mcp

Enables interaction with PostgreSQL databases via psql, supporting SQL queries, table management, and database insights.

Reach120 MCP Server

Enables AI agents to fetch TOEFL iBT Writing practice prompts and score written responses via the Reach120 practice API, returning automated practice scores and rationales.

claude-cost-mcp

Estimates Claude API token counts, per-model cost, and prompt-caching break-even without an API key or network.

second-brain-cloudflare

Self-hosted semantic memory layer for Claude and MCP-compatible AI clients. Store notes, search by meaning not keywords, and recall relevant context automatically across sessions. Runs free on Cloudflare Workers, D1, Vectorize, and Workers AI

SharePoint MCP Server by CData

SharePoint MCP Server by CData

mcp-databend

Enables AI agents to connect to Databend databases safely with a session sandbox that keeps production read-only while agents experiment.

leafeep-mcp

A quiz distribution and grading server for educators. Create exams, generate student links + QR codes, grade submissions, and track student performance — all from Claude.

allpets_mcp

MCP server for AllPets Clinic analytics, providing weekly KPI dashboards, natural language SQL queries, and Excel report generation.