Discover Awesome MCP Servers

Abacus

An MCP server for local Excel automation, providing 88 tools for reading, manipulating, and analyzing Excel files. It supports .xlsx, .xls, and .csv formats, with a unique nine-chapter classification system.

mcptokens

Provides tool to count token cost of any MCP server's tool definitions, enabling agents to assess cost before enabling.

LLM Wiki Harness

Enables building and querying a local wiki knowledge base from raw source files via MCP tools and a PyQt viewer.

qualys-pci-mcp

A read-only MCP server for the Qualys PCI Merchant API that lets LLM assistants answer questions about PCI compliance posture, such as which hosts are failing PCI or listing high findings.

Cisco IQ MCP Server

A local MCP server that exposes Cisco IQ's Assets and Assessments REST APIs as read-only MCP tools, enabling AI assistants to query asset inventory, contracts, lifecycle data, security advisories, and field notices.

Hellō Admin MCP Server

Enables AI assistants to create and manage Hellō applications with full developer context, supporting app creation, updates, secret generation, and logo management through a single unified tool.

Citation Safe

Deterministic legal citation verification for AI-generated legal briefs. Three-layer verification: CourtListener database lookup, quote-match against primary source, and LLM edge-case verification. Free tier available.

code-rules-mcp

MCP server for reliably reading code rules into Agentic AI context

MCP CVE Intelligence Server Lite

Provides unified access to vulnerability data from NVD, MITRE, and GitHub Security Advisories for cybersecurity intelligence.

MCP TS Toolkit

A comprehensive MCP server providing secure tools for filesystem operations, Git management, web search, document conversion, npm/.NET project management, and AI generative capabilities (image/video/audio generation and processing) via PiAPI.ai integration.

gameday-gateway

MCP server serving NFL/CFB analytics from Snowflake through curated read-only tools with RBAC and cost governance, avoiding raw SQL exposure.

Filings Intel MCP

Enables AI agents to research US public company filings, financials, and insider transactions using SEC EDGAR data, with no API keys required. Provides tools for company lookup, recent filings, full-text search, financial facts, and insider activity.

A2AMCP

A Redis-backed MCP server that enables multiple AI agents to communicate, coordinate, and collaborate while working on parallel development tasks, preventing conflicts in shared codebases.

my-minimax-mcp

Wraps MiniMax AI as an autonomous code executor for Claude Code, offloading coding tasks to save Claude subscription tokens.

FlowMCP

The world's first AI-to-3D data visualization bridge. An MCP server with 75 tools that lets any AI assistant transform raw data into interactive 3D spatial visualizations via Flow Immersive.

MCP PowerBI Controller

Enables Claude to read, analyze, and write directly to local Power BI semantic models and Excel workbooks without exporting to the cloud.

dev-skills

An MCP server that equips AI assistants with specialized, opinionated development playbooks for building microservices, frontends, databases, and DevOps pipelines. It integrates with clients like VS Code Copilot, Claude Desktop, and Cursor to provide battle-tested expertise.

ibkr-mcp-server

MCP server for Interactive Brokers API integration, enabling account management, trading, market data, and short selling analysis through Claude.

GitHub Repo Assistant MCP Server

Enables creating GitHub repositories under a fixed owner and pushing multiple files in a single commit via the Git Data API, designed for deployment as a Vercel serverless function.

Notarize

Signed AI content provenance with PII scrubbing — timestamps and signs AI-generated outputs for EU AI Act and FTC compliance.

mcp-marmiton

MCP server that searches French recipes from Marmiton, reads ingredients and steps, and rescales quantities to any number of servings without requiring an API key.

ChunkTuner

Tools to benchmark chunking strategies for your RAG corpus.

expo-android

MCP server for Android emulator automation via ADB.

wctx

Wctx is an MCP server that captures structured, evidence-backed context from completed coding agent sessions and serves it to future sessions, enabling cross-repository knowledge reuse without cloud dependencies or embeddings.

mcp-lock

MCP servers are installed via npx -y @scope/package — which silently downloads the latest version every time your AI tool starts, with no integrity check. mcp-lock fixes this by recording exact tarball hashes on first run and detecting any changes on every run after that — the same guarantee npm ci gives you for Node.js projects.

Q1-Reviewer-MCP

An MCP server that simulates a ruthless Q1 journal reviewer to analyze academic manuscripts for red flags and generate a formatted .docx decision letter.

SentinelAI MCP Server

Enables secure enterprise AI agents to access internal tools like GitHub, Gmail, Calendar, file systems, databases, and knowledge bases through the Model Context Protocol, with built-in security, audit, and observability.

gemini-search-mcp

MCP server for web search powered by Google AI Mode (Gemini). Enables any AI agent to search the web in real-time for free and without rate limits.

Zoom API MCP Server

An MCP Server that enables interaction with Zoom's API through the Multi-Agent Conversation Protocol, allowing users to access and control Zoom's functionality via natural language commands.

Google Analytics MCP Server

Enables AI agents to interact with Google Analytics 4 data, providing tools for historical reporting, real-time activity monitoring, and property management. It supports secure service account authentication to access metrics like traffic summaries, user acquisition, and custom dimensions.