937 published MCP servers in this category · page 1 of 16 · all categories
Documentation MCP servers provide sources an assistant can consult before generating code or configuration. Name the product, installed version and task. A current example can be unsuitable for a dependency pinned to an older major version.
Microsoft Learn covers Microsoft documentation and examples. AWS Knowledge supplies AWS guidance without granting access to an AWS account. Context7 provides library documentation, while Shopify Dev MCP serves Shopify development workflows.
Ask for the source links and the assumptions needed to apply an example. Check prerequisites, regional availability and feature versions. Documentation access reduces guessing; it does not prove that generated code matches an application’s conventions or that a deployment succeeds.
Run the project’s relevant type and build checks, then exercise the actual feature. Treat copied imports and configuration options as implementation proposals until the installed dependency accepts them. Recheck source pages when a library or platform changes.
Retrieve public web pages as readable Markdown with the reference Fetch MCP server, including pagination for longer responses.
Retrieve version-aware library documentation and code examples with Context7 MCP, using resolve-library-id and query-docs.
Use the Supabase MCP server to inspect database schemas, query project data and retrieve docs through a project-scoped connection.
Stop letting your assistant hallucinate n8n node parameters — this server hands it the real schemas, templates and validation.
AWS Labs' official server suite — current AWS docs, CDK guidance, cost analysis and service tools.
Workers, KV, R2 and D1 by conversation — Cloudflare's official remote servers for building and observability.
Offers documentation and best practices for effectively using and extending Cline's capabilities.
Build for Shopify with current APIs — the official Dev MCP server for schema-accurate storefront and admin code.
Exposes REST APIs defined by OpenAPI specifications as Model Context Protocol (MCP) tools, facilitating seamless integration into MCP-based workflows.
Enables natural language interaction with Splunk Enterprise and Cloud for searching data and managing resources.
Augment AI responses with context by retrieving and processing documentation through vector search.
Provides access to IETF RFC documents for Large Language Models via the Model Context Protocol.
Provides AI agents with access to Astro documentation for assisting users with Astro-related tasks.
Unified MCP server for OneSource — 30 tools for blockchain data, with x402 (USDC on Base) and MPP (Tempo) pay-per-call payment rails
Log and query 3D prints, printers, filament, and projects on 3dprintlog.com, and search its docs.
Build WebAR experiences with natural language using Claude Desktop and 8th Wall Desktop
Read-only facts about 99 Data Rooms, a UK virtual data room: docs, glossary, pricing, use cases.
A comprehensive Model Context Protocol (MCP) server suite for Red Hat's automation and infrastructure ecosystem, enabling AI assistants to interact
AI agent tools: crypto token safety, web search with cited answers, live library docs. Free trial.
ABAPilot by Crimson Consulting connects AI coding assistants to SAP ECC and on-premise S/4HANA. Use SAP source code and dictionary context to understand existing ABAP, review proposed changes and support development…
# AccesibilityHub MCP Server for orchestrating web accessibility tools (axe-core, Pa11y, Lighthouse). Analyze web pages, check color contrast, get
Remote MCP server for Tandem docs, install guides, SDKs, workflows, and agent setup help.
Read-only MCP server for the official ACTA verifiable credentials documentation.
Apify MCP Server
AdCritter ads platform: docs, API reference, app scaffolding, and white-label integration.
Query your AdGuard Home: status, stats, query log. Endpoints per official docs.
Read-only docs for the ADITUS event-technology APIs (ticketing, access, BI) and Shop Micro Frontend.
MCP server for Adobe Commerce / Magento 2 documentation — search, browse, and read official docs.
MCP server that gives AI agents fast access to AdonisJS documentation (v5, v6, v7) and Edge.js template engine documentation.
One MCP server to aggregate them all - A unified Model Context Protocol server implementation
# Agent.ai MCP Server An MCP server implementation that integrates with the Agent.ai API, providing web text extraction, web screenshots, and YouTube
Placement across agent channels: MCP, Cursor, Claude, ChatGPT, npm, docs, Smithery, Glama.
Read-only docs for the Accordo CRM framework: what it proves, and where it stops.
MCP server for AgentDocs (agentdocs.eu): read, search, write, comment on & share Markdown docs.
Fresh, source-verified docs for building MCP servers and Claude agents, for AI coding agents.
Use that Streamable HTTP endpoint directly when your client supports remote MCP. It provides the current runtime tool catalog and supports the hosted
Docs for agent-manager, the terminal UI that runs AI coding agents as live tmux sessions.
Open-source Obsidian for MDX - edit local docs with agent assistance
111 pay-per-call agent tools via x402: web, crypto safety, docs, company checks, IOTA, monitoring
Building AI agents that interact with the real world? You'd normally need:
Query-matched doc excerpts in one JSON response. $0.01 USDC on Base via x402, pay-per-success.
Local-first MCP server: version-correct library docs, code map, and offline drift for your repo.
Find APIs and MCP servers for AI agents: auth, free tier, MCP endpoint, docs, last-checked date.
As projects scale, conventions in docs like CLAUDE.md, AGENTS.md, and style guides become hard to keep concise and consistently applied by AI agents. This toolkit moves those conventions into…
# 🤖 AI Customer Support Bot - MCP Server <div align="center"> 
A Model Context Protocol (MCP) server that provides AI assistants with unified access to organizational knowledge across multiple platforms. This server bridges the gap between AI tools and your…
Read-only Mafdet AI account tools (models, balance, usage, subscription) and docs search.
Configuring the LLM backend (xAI Grok, OpenAI, Anthropic, Gemini, DeepSeek, Kimi, Qwen, Mistral, Groq, Together, Cerebras, OpenRouter, Fireworks, LMStudio, vLLM, llama.cpp server, or local Ollama)?…
Agent-native notes, tasks, dev-docs, vaults, sync & handoffs. MCP + OpenAPI dual surface.
Author rules from policy docs, then decide: a Rete engine gives the verdict, an LLM explains why.
Airwallex docs, API references and a live sandbox, wired straight into your coding agent.
A Model Context Protocol (MCP) server that provides AI SDK documentation, cookbook examples, and provider information.
Prompt, rules, skills & docs library over MCP. No token = read-only sample of the public library.
This project provides a mcp (model context protocol) server for alcatel aos switches, see https://modelcontextprotocol.io/docs/getting-started/intro. Basic switch cli commands can vbe used through a…
AlgoVoi is available for acquisition — docs.algovoi.co.uk/acquisition
Alpaca MCP Server v2 is here. This version is a complete rewrite built with FastMCP and OpenAPI. If you're upgrading from v1, please read the Upgrade Guide — tool names, parameters, and…
# Amazon Bedrock Converse API and Database MCP Server Integration This sample demonstrates the integration of AWS Bedrock's Conversational AI
1. Instalar Amazon Q Developer CLI: https://docs.aws.amazon.com/amazonq/latest/qdeveloper-ug/command-line.html | https://github.com/aws/amazon-q-developer-cli 2. Configurar Amazon Q Developer CLI 3.…
# Amazon Selling Partner API MCP Server A Model Context Protocol (MCP) server for interacting with the Amazon Selling Partner API. This server
An MCP (Model Context Protocol) server that gives AI assistants on-demand access to the complete amCharts 5 knowledge base: 140+ documentation pages, 280+ code examples, and 1,000+ class API…