Discover Awesome MCP Servers

IBM DB2 MCP Server by CData

IBM DB2 MCP Server by CData

OCP Performance Analyzer MCP

A comprehensive, AI-powered performance analysis and monitoring platform for OpenShift/Kubernetes clusters. This project provides Model Context Protocol (MCP) servers for analyzing etcd, network, and OVN-Kubernetes components with deep performance insights, automated root cause analysis, and actionable recommendations.

product-spec-mcp

Prevents premature AI coding by transforming vague product ideas into structured specifications, architecture decisions, and acceptance criteria through a series of interrogation and compilation tools.

ContextForge

An open source registry and proxy that federates MCP, A2A, and REST/gRPC APIs with centralized governance, discovery, and observability. It optimizes agent and tool calling, and supports plugins.

neobrutalism-mcp-server

Provides AI assistants with access to neobrutalism-styled React components, enabling them to generate UI code and prototypes using components like buttons, cards, dialogs, and star decorations.

PaperCortex

An MCP server that adds AI-powered document intelligence to Paperless-ngx, enabling semantic search, automatic classification, receipt data extraction, bank statement matching, and accounting export — all running locally via Ollama.

Google MCP

This is a collection of Google-native tools (e.g., Gmail, Calendar) for the MCP protocol, designed to integrate seamlessly with AI clients like Claude or Cursor.

codaveri-mcp-server

MCP server for executing code in various languages via the Codaveri API.

contextpulse-mcp

Real-time context budget tracking for AI coding agents with token counting, loop detection, and alerts, backed by PostgreSQL.

telinksdk-builder-mcp

Build/flash/debug any Telink embedded SDK via natural language. MCP server with 8 tools for build, serial capture, and firmware flashing via bdt.exe.

mysql-mcp-webui

MySQL MCP Server enables Claude Desktop and Claude Code to execute SQL queries, explore databases, Webview to add or enable Databases, Connections, and interact with your MySQL data - all through a secure, permission-controlled interface.

aws-messaging-mcp

Enables sending emails via Amazon SES, SMS/MMS/RCS messages through AWS End User Messaging, and sharing files via CloudFront-signed download links, all from AI assistants like Claude Code or Claude Desktop.

mcp-deploy-intel

Provides Kubernetes deployment intelligence with typed query tools and AI-synthesized risk briefs, enabling users to list workloads, get detailed snapshots, query Prometheus metrics, record deployment history, and generate risk assessments before promoting to production.

Google Sheets MCP

Enables agents to create, read, and modify Google Sheets using a service account, without OAuth. Provides tools for sheet creation, appending rows, updating ranges, and reading data.

LLM Usage & Cost Tracker

A local-first, multi-provider cost meter for LLM usage, exposed as MCP tools. Captures every call into a local SQLite ledger and lets any coding agent query spend, compare providers, and get recommendations — no cloud, no account. First-class support for Chinese providers (Qwen, DeepSeek) alongside Anthropic and OpenAI.

mcp-opentripmap

Provides tools to discover points of interest worldwide via the OpenTripMap API, though tools are not yet implemented.

mcp-victorialogs

mcp-victorialogs

Mattermost MCP Server

Enables interaction with Mattermost workspaces to manage channels, messages, threads, reactions, and user profiles via the REST API. This server allows AI models to perform both read and write operations, such as posting messages and retrieving channel history, within a trusted environment.

tilda-mcp-cdp

MCP server for Tilda with mass editing capabilities, combining read-only official API tools and write actions via Chrome CDP for tasks like setting Metrika, replacing code and links, publishing pages, and verifying live content.

lyric-studio

Enables AI assistants to create lyric videos by adding images, audio, styled text, and timed lyric lines, then rendering the final MP4.

NinjaOne MCP Server

Enables management of NinjaOne devices, organizations, alerts, and tickets through natural language, using a navigation-based tool selection for efficient interaction.

BlockRun MCP

Provides Claude with real-time access to markets, research, X/Twitter, and crypto data via a unified pay-per-call system with no API keys.

MCP EcoTaxa

Enables querying a local cache of EcoTaxa data via SQL, with tools for table inspection, SQL queries, TSV export, and enrichment from EcoPart and Amundsen CTD, all without requiring an EcoTaxa account.

NASCAR MCP Server

This MCP server enables interaction with NASCAR racing data via the sportsdata.io API, allowing access to race statistics, driver information, and event details through natural language queries.

@cryptoapis-io/mcp-address-history

MCP server for Crypto APIs Address History product, enabling querying full blockchain address transaction history for synced addresses across EVM and UTXO blockchains.

Taiga MCP Server

Enables natural language interaction with Taiga project management systems, allowing management of projects, sprints, user stories, tasks, and issues through conversational AI.

Shortcuts MCP

Connects LLMs to your macOS Shortcuts library, enabling interactive workflows, discovery, and management through AppleScript and CLI integration.

Apktool MCP Server

An MCP server that integrates with Apktool to provide live reverse engineering support for Android applications using Claude and other LLMs through the Model Context Protocol.

Rini MCP Server

A collection of custom MCP servers providing various AI-powered capabilities including web search, YouTube video analysis, GitHub repository analysis, reasoning, code generation/execution, and web crawling.

mcp-gateway-scan

Static scanner for MCP/agent-gateway readiness anti-patterns, providing a 7-dimension R/Y/G score by scanning code and config for common failure modes.