com.mcparmory/algolia-search MCP Server
com.mcparmory/algolia-search
Search and index data with Algolia, plus get personalized recommendations via MCP.
What is the com.mcparmory/algolia-search MCP server?
The Algolia Search MCP server connects AI agents to Algolia's search platform. It exposes tools to search multiple indices, index data, and retrieve personalized recommendations, enabling intelligent search and discovery workflows.
This server integrates Algolia's search and recommendation capabilities into your AI agent. Use it to perform full-text searches across indices, add or update indexed data, and fetch AI-powered personalized recommendations—all without leaving your MCP client.
How to install com.mcparmory/algolia-search
Copy-paste configuration for popular MCP clients.
Tools & capabilities
Tools this server exposes to the agent.
Search indices— Search across one or multiple Algolia indicesIndex data— Add, update, or manage data in Algolia indicesGet recommendations— Retrieve personalized recommendations based on user behavior or item similarity
Use cases
- Build a search interface that queries product or content indices in real-time
- Automatically index new documents or records into Algolia from external sources
- Retrieve personalized product or content recommendations for users
- Implement faceted search and filtering across large datasets
- Sync and maintain search indices as your data changes
com.mcparmory/algolia-search MCP server FAQ
It's an MCP server that exposes Algolia's search, indexing, and recommendation APIs as tools for AI agents, allowing you to search indices, manage indexed data, and get personalized recommendations.
The server itself is open-source (MIT License), but using Algolia requires an Algolia account and API credentials. Algolia offers a free tier with limited operations.
Install via pip (`pip install mcparmory-algolia-search`) or use uvx (`uvx mcparmory-algolia-search`), then configure your MCP client with your Algolia API credentials in the environment.
You need an Algolia API key and Application ID. These are configured as environment variables when running the server.
Yes, the server supports searching across multiple Algolia indices in a single request.
Yes, you can add, update, and manage data in your indices through the indexing tools.
README (reference)
Source of truth, from the repository.
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:BEGIN -->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.
<!-- SERVERS:END -->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.
# 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):
{
"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.
<p align="center"> <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> </p>
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