com.mcparmory/replicate

Official

by mcparmory · Python

Run AI models, create deployments, and manage predictions via cloud API

Run AI models, create deployments, and manage predictions via cloud API.

Topics

ai-agentsai-toolsapi-integrationclaudeclaude-desktopcodexcursormcpmcp-servermcp-serversmodel-context-protocolopenapi

README.md7 KBView on GitHub

<img src="https://wjxawmrpsfuivlicnepc.supabase.co/storage/v1/object/public/newsletter/logo-armory-no-background.png" alt="MCP Armory" height="64"> <h1 align="center">MCP Armory Registry</h1> Production-ready MCP servers for popular APIs, generated by <a href="https://mcpblacksmith.com">MCP Blacksmith</a>. <a href="https://github.com/mcparmory/registry/stargazers"><img src="https://img.shields.io/github/stars/mcparmory/registry?style=flat&color=gold" alt="GitHub Stars"></a> <a href="https://github.com/mcparmory/registry/blob/main/servers/github/LICENSE"><img src="https://img.shields.io/badge/license-MIT-blue" alt="License"></a> <img src="https://img.shields.io/badge/servers-79-8A2BE2" alt="Servers"> <img src="https://img.shields.io/badge/python-3.11+-3776AB?logo=python&logoColor=white" alt="Python 3.11+"> <a href="#servers">Servers</a> · <a href="#install--usage">Install & Usage</a> · <a href="#features">Features</a> · <a href="#how-servers-are-generated">How it works</a> · <a href="#license">License</a>

MCP servers that connect AI agents to real-world APIs. Each server is a standalone Python package — generated from the upstream OpenAPI spec using MCP Blacksmith and tested against the live API before release. Hosted on MCP Armory or run independently.

Servers

🧠 AI & Machine Learning ElevenLabs · Linkup · Parallel · Perplexity AI · Ragie · Replicate

📊 Analytics Ahrefs · Datadog · Google Analytics · Google Search Console · Linkly · Mixpanel · PostHog

⛓️ Blockchain & Crypto Alchemy NFT

💼 CRM & Sales Apollo

💬 Communication Atlassian Confluence · Google Gmail · MailerSend · Mailtrap · Postmark · Resend · Slack

🗄️ Data & Databases Enigma · Pinecone

🛠️ Developer Tools AgentQL · Apify · Bitbucket · Bright Data · Browserbase · BuiltWith · Canvas · CircleCI · Codacy · Contentful Management · ConvertAPI · E2B · Firecrawl · GitHub · GitLab · LaunchDarkly · Postman · Scrapingant · Semrush AppCenter · Sentry

📄 Documents & Printing PDF.co

🛒 E-commerce Shopify Admin

💰 Finance Alpha Vantage · Polygon · Ramp

👥 HR & Recruiting BambooHR

☁️ Infrastructure Globalping · Grafana · PagerDuty · Rootly · Runpod

⚖️ Legal & Compliance NetLicensing

🗺️ Maps & Location Google Maps Platform · IP2Location.io IP Geolocation · OpenCage Geocoding

📣 Marketing Customer.io Journeys Track · Klaviyo

🎬 Media & Entertainment Canva · Perigon

✅ Productivity Airtable · Asana · Atlassian Jira · ClickUp · Figma · Google Sheets · Miro · Notion · Outline · Shortcut

🔍 Search Algolia Search · Google Search

📦 Storage Box · Files.com · Google Drive

📌 Other Close

More servers are being added continuously.

Install & Usage

Every server is a standalone PyPI package (mcparmory-<server-name>). Each server's own README.md has full credential setup and configuration instructions.

bash

# With uvx (no install needed)
uvx mcparmory-github

# With pip
pip install mcparmory-github
mcparmory-github

MCP client configuration (Claude Desktop, Cursor, Codex, Claude Code):

json

{
  "mcpServers": {
    "github": {
      "command": "uvx",
      "args": ["mcparmory-github"],
      "env": {
        "BEARER_TOKEN": "ghp_your_token_here"
      }
    }
  }
}

Features

Every server in this registry provides:

Full API coverage — all endpoints from the OpenAPI spec are exposed as MCP tools
Authentication — API key, Bearer token, Basic auth, OAuth2, JWT, OpenID Connect, and mutual TLS
Multi-auth — servers that support multiple auth methods let you configure whichever you prefer
Pydantic validation — request parameters are validated before sending to the API
Resilience — configurable retries with exponential backoff, connection pooling, and timeouts
Response sanitization — optional redaction of sensitive fields from API responses

How servers are generated

Servers are generated by MCP Blacksmith, an automated pipeline that:

Parses an OpenAPI specification
Transforms operations through LLM-driven passes (naming, parameter filtering, enhancement, classification)
Generates a complete MCP server with auth, models, validation, and configuration
Tests every tool against the live API using an autonomous agent
Deploys passing servers to this registry

The generator targets Python 3.11+ and uses FastMCP as the MCP framework.

Contributing

Servers are auto-generated — don't edit server code directly. If you find an issue, open a GitHub Issue describing:

Broken or deprecated endpoints
Missing or incorrect parameters
Authentication problems
Incorrect request/response models

We'll re-generate the affected server with the fix. To request a new server, open an issue with a link to the API's OpenAPI spec or documentation.

License

Each generated server is released under the MIT License. The underlying APIs have their own terms of service — see individual server READMEs for details.

<a href="https://mcparmory.com">MCP Armory</a> · <a href="https://mcpblacksmith.com">MCP Blacksmith</a> · <a href="https://docs.mcpblacksmith.com/quickstart">Docs</a>

Install

claude_desktop_config.json

{
  "mcpServers": {
    "replicate": {
      "command": "uvx",
      "args": [
        "mcparmory-replicate"
      ]
    }
  }
}