Long-tail guide

MCP Servers for Developers

Discover MCP servers for coding, automation, data access, browser control, and agent workflows with developer-focused filtering.

MCP is the integration layer behind deeper agent workflows.

This cluster is for developers and agent builders who need Model Context Protocol servers for repositories, browsers, filesystems, APIs, databases, and operational tooling.

mcp servers for developersbest mcp serversmodel context protocol serversmcp tools for claude
Tools

Top matches for mcp for developers

These listings are pulled from the live catalog using category and keyword relevance signals.

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Tiledesk

- Open-source LLM-enabled no-code chatbot development framework. Design, test and launch your flows on all your channels in minutes.

#ai-tool
#chatbots
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ChatSonic

- An AI-powered assistant that enables text and image creation.

#ai-tool
#chatbots
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ChatPDF

- Chat with any PDF.

#ai-tool
#chatbots
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Character.AI

- Character.AI lets you create characters and chat to them.

#ai-tool
#chatbots
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Bing Chat

- A conversational AI language model powered by Microsoft Bing.

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#chatbots
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GPT-4o Mini

- Advancing cost-efficient intelligence

#ai-tool
#models
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Stable Beluga

A finetuned LLamma 65B model

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Vicuna-13B

An open-source chatbot trained by fine-tuning LLaMA on user-shared conversations collected from ShareGPT.

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Claude 3

Talk to Claude, an AI assistant from Anthropic.

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Bloom

BLOOM by Hugging Face is a model similar to GPT-3 that has been trained on 46 different languages and 13 programming languages. #opensource

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OPT

Open Pretrained Transformers (OPT) by Facebook is a suite of decoder-only pre-trained transformers. . hosted by Alpa.

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Gopher

Gopher by DeepMind is a 280 billion parameter language model.

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MCP

Relevant MCP servers

Use these when the workflow needs deeper agent integrations than a standalone product can offer.

Skills

Reusable skills for this workflow

Operational instructions and reusable agent workflows that complement the tools above.

Agency Agents

A popular GitHub collection of specialized AI agents for engineering, marketing, product, support, design, and multi-tool workflows.

#skill#agent#workflow#agency
algorithmic-art

Creating algorithmic art using p5.js with seeded randomness and interactive parameter exploration. Use this when users request creating art using code, generative art, algorithmic art, flow fields, or particle systems. Create original algorithmic art rather than copying existing artists' work to avoid copyright violations.

#skill#agent#workflow#design
canvas-design

Create beautiful visual art in .png and .pdf documents using design philosophy. You should use this skill when the user asks to create a poster, piece of art, design, or other static piece. Create original visual designs, never copying existing artists' work to avoid copyright violations.

#skill#agent#workflow#pdf
claude-api

Build apps with the Claude API or Anthropic SDK. TRIGGER when: code imports `anthropic`/`@anthropic-ai/sdk`/`claude_agent_sdk`, or user asks to use Claude API, Anthropic SDKs, or Agent SDK. DO NOT TRIGGER when: code imports `openai`/other AI SDK, general programming, or ML/data-science tasks.

#skill#agent#workflow#mcp
doc-coauthoring

Guide users through a structured workflow for co-authoring documentation. Use when user wants to write documentation, proposals, technical specs, decision docs, or similar structured content. This workflow helps users efficiently transfer context, refine content through iteration, and verify the doc works for readers. Trigger when user mentions writing docs, creating proposals, drafting specs, or similar documentation tasks.

#skill#agent#workflow#mcp
docx

Use this skill whenever the user wants to create, read, edit, or manipulate Word documents (.docx files). Triggers include: any mention of 'Word doc', 'word document', '.docx', or requests to produce professional documents with formatting like tables of contents, headings, page numbers, or letterheads. Also use when extracting or reorganizing content from .docx files, inserting or replacing images in documents, performing find-and-replace in Word files, working with tracked changes or comments, or converting content into a polished Word document. If the user asks for a 'report', 'memo', 'letter', 'template', or similar deliverable as a Word or .docx file, use this skill. Do NOT use for PDFs, spreadsheets, Google Docs, or general coding tasks unrelated to document generation.

#skill#agent#workflow#pdf
Related coverage

News and articles tied to this use case

Context pages that help explain launches, workflow shifts, and the surrounding market.

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