AgentIndex icon
AgentIndex
mcp logo
mcp
★ 983
vs
mcp-server logo
mcp-server
★ 85

mcp vs mcp-server

mcp: The Cloudflare MCP Server offers a highly token-efficient solution for interacting with the entire Cloudflare API, significantly reducing context usage to minimal levels using its innovative 'Code Mode'. It functions by executing code on the server to handle complex API calls, returning only the results to the agent, thereby solving the problem of large OpenAPI specifications.; mcp-server: Keboola MCP Server is an open-source bridge that connects Keboola projects with various AI tools and assistants, enabling AI agents to access and utilize Keboola features like data storage, SQL transformations, and job triggers. It transforms Keboola functionalities into callable tools, simplifying data exposure and management for AI-driven workflows without requiring glue code.

01

TL;DR

mcp logo
mcpRAG / Knowledge Base · ★ 983

Automating Cloudflare resource management (e.g., listing Workers, creating KV namespaces) with AI agents

Read mcp full review →
mcp-server logo
mcp-serverRAG / Knowledge Base · ★ 85

Explore Keboola data using natural language queries to find information or specific data points.

Read mcp-server full review →
02

Side-by-Side Comparison

Field
mcp logomcp
mcp-server logomcp-server
Category
RAG / Knowledge Base
RAG / Knowledge Base
Stars
★ 983
★ 85
License
Apache-2.0
MIT
Install Command
Configure your AI agent with Cloudflare MCP server URL 'https://mcp.cloudflare.com/mcp' and a Cloudflare API token.
docker pull keboola/mcp-server:latest && docker run --name keboola_mcp_server --rm -it -p 127.0.0.1:8000:8000 -e KBC_STORAGE_API_URL="https://connection.YOUR_REGION.keboola.com" -e KBC_STORAGE_TOKEN="YOUR_KEBOOLA_STORAGE_TOKEN" -e KBC_WORKSPACE_SCHEMA="YOUR_WORKSPACE_SCHEMA" -e KBC_BRANCH_ID="YOUR_BRANCH_ID_OPTIONAL" keboola/mcp-server:latest --transport streamable-http --host 0.0.0.0
Updated
1d ago
1d ago
Open Source
Yes
Yes
Website
↗ Visit
↗ Visit
GitHub
↗ GitHub
↗ GitHub
Tags
Cloudflare API, MCP Server, Token Efficiency
AI Agents, Keboola, Data Integration
03

Features

mcp logomcp
01Token-efficient access to the entire Cloudflare API (2500 endpoints in 1k tokens)
02Utilizes 'Code Mode' for server-side code execution, offloading context from the agent
03Supports all Cloudflare products and both REST and GraphQL Analytics APIs
04Flexible authentication via OAuth (recommended) or Cloudflare API Tokens
05Provides 'search' and 'execute' tools for programmatic API interaction
mcp-server logomcp-server
01Storage: Query and manage data tables/buckets directly.
02SQL: Create SQL transformations using natural language.
03Jobs: Run components and transformations, and retrieve job execution details.
04Flows: Build and manage workflow pipelines using Conditional and Orchestrator Flows.
05Dev Branches: Work safely in development branches without affecting production data.
04

Use Cases

mcp logomcp
↳Automating Cloudflare resource management (e.g., listing Workers, creating KV namespaces) with AI agents
↳Integrating Cloudflare API calls into CI/CD pipelines or other automation workflows
↳Reducing token cost and context window usage for AI agents interacting with large APIs
↳Building custom AI-powered applications that leverage the full Cloudflare ecosystem
↳Developing remote MCP servers following the Code Mode pattern
mcp-server logomcp-server
↳Explore Keboola data using natural language queries to find information or specific data points.
↳Analyze data and find correlations through AI agents for tasks like sales analysis or trend identification.
↳Create SQL transformations and manage data extraction jobs, automating data pipeline operations.
FAQ

FAQ

What is the difference between mcp and mcp-server?
Both mcp and mcp-server are in the RAG / Knowledge Base category. mcp has 983 stars, while mcp-server has 85 stars.
Which is better, mcp or mcp-server?
The best choice depends on your use case. Choose mcp if Automating Cloudflare resource management (e.g., listing Workers, creating KV namespaces) with AI agents, and mcp-server if Explore Keboola data using natural language queries to find information or specific data points..
Is mcp free or open source?
Yes, mcp is open source on GitHub (Apache-2.0).
Is mcp-server free or open source?
Yes, mcp-server is open source on GitHub (MIT).
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Related

Alternatives to mcp →Alternatives to mcp-server →mcp details →mcp-server details →