Awesome MCP Servers

Discover, extract, and interact with the web - one interface powering automated access across the public internet.

Put performance and error data directly in the hands of your AI assistant.

Access financial market data: realtime & historical stock, ETF, options, forex, crypto, commodities, fundamentals, technical indicators, & more

Access Composers' Desktop Project (CDP) sound transformation programs. Requires a separate CDP installation.

Edit files using CEDARScript, a SQL-like language for code manipulation.

MCP server for Celery Flower — monitor workers, manage tasks and queues from any AI assistant

Provides astronomical data such as celestial object positions, rise/set times, and visibility information.

A natural language interface for single-cell RNA sequencing (scRNA-Seq) analysis using the CellRank toolkit.

Expose structured databases to AI agents via MCP or OpenAPI 3.1 protocols, with APIs optimized for AI workloads.

CERN GitLab MCP Server

87+ specialized tools for German and European energy data. Direct AI access to Marktstammdatenregister (MaStR), ENTSO-E, Redispatch 2.0, and Grid Operations for utilities and datacenters.

A read-only MCP server that allows LLMs to query live Certinia data. Powered by CData.

Provides real-time medical and medication information using the openFDA API.

AI-powered CesiumJS 3D globe control — 43 tools for camera, entities, layers, animation, and interaction via MCP protocol. Also available as a remote server via Streamable HTTP.

A C++ based MCP server for intelligent Excel automation using the OpenXLSX library.

Search for cocktail recipes using the cezzis.com API.

A server for CodeFuse-CGM, a graph-integrated large language model designed for repository-level software engineering tasks.

Search CG/VFX jobs, find freelance artists, manage bookings, and negotiate rates on the CGSync artist booking platform.

Cross-chain cryptocurrency swaps via Chainflip. Get quotes, execute swaps, and track progress.

Provides real-time access to Chainlink's decentralized on-chain price feeds.

MCP server for Chainlink — query any price feed via the Feed Registry contract across all supported assets.

Hosted MCP gateway that enables AI agents to discover and compare Web3 infra services (RPCs, indexing, oracles, storage, compute, dev tools, and more) across 20+ networks via a single endpoint

Search for IP addresses using Chaitin's IP Intelligence API.

A bridge server connecting Claude Desktop with the chakoshi moderation API for content safety.

A Retrieval-Augmented Generation (RAG) server for document processing, vector storage, and intelligent Q&A, powered by the Model Context Protocol.

Breaking Change Alerts for Humans and AI Agents.

AI-powered web monitoring. Track any website, get structured change intelligence.

Manage changelogs, projects, and content on Changerawr using natural language with AI assistants.

Integrate with the Channel Talk API to let AI assistants access and utilize chat information.

Enables communication between multiple AI characters with simultaneous voice playback using VLC.

MCP Server that connects AI agents to Chargebee platform.

Access charity and nonprofit organization data from the IRS database via CharityAPI.org.

A Model Context Protocol server for generating visual charts using AntV.