Vinkius

AddSearch MCP for AI Agents. Query Site Content and Manage Search Index Data

AddSearch gives your AI agent direct access to your site's search index. You can run deep queries using natural language, manage documents by listing or adding content via JSON, and retrieve live search performance analytics immediately. It lets you audit site search relevance without needing complex dashboards.

AddSearch MCP for AI Agents MCP is compatible with Claude Claude
AddSearch MCP for AI Agents MCP is compatible with ChatGPT ChatGPT
AddSearch MCP for AI Agents MCP is compatible with Cursor Cursor
AddSearch MCP for AI Agents MCP is compatible with Gemini Gemini
AddSearch MCP for AI Agents MCP is compatible with Windsurf Windsurf
AddSearch MCP for AI Agents MCP is compatible with VS Code VS Code
AddSearch MCP for AI Agents MCP is compatible with JetBrains JetBrains
AddSearch MCP for AI Agents MCP is compatible with Vercel Vercel
See Vinkius in Action

Give Claude and any AI agent real-world access

Search Indexed Content by Query

You can query your entire site content using plain English, or narrow the search down using specific field filters like a category name.

Analyze Search Failure Points

Retrieve statistics that show which user searches failed to find results, helping you prioritize new content creation.

Manage Indexed Documents

List every document in your index or permanently delete outdated pages using simple commands.

Push Content Updates

Add new articles or update existing documents directly to the search index using a JSON structure.

Test Search User Experience

Simulate how a real user interacts with your site's search bar, testing auto-suggestions and pagination links.

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AI Agent
AddSearch MCP for AI Agents

What AI agents can do with 10 Tools for Advanced Content Indexing and Search Analysis

Use these tools to run targeted searches, manage document lifecycles, and pull deep analytics from your site's content index.

Make your AI actually useful.

Add this MCP to Claude, Cursor, or Windsurf and your AI stops guessing. It gets real tools to look things up, take action, and handle the stuff you keep doing by hand.

Start using AddSearch MCP

Delete Document

Permanently removes a specified document from your site index. Requires the secret key.

Search Filtered

Searches indexed content by applying custom field filters, such as looking only for...

Index Document

Adds a brand-new document to your site index or updates an existing one. Requires...

List Documents

Lists all documents currently indexed on your site. Requires the secret key.

Search Pagination

Retrieves a specific page number of search results for deep content review.

Search Keyword

Performs a basic keyword search across your entire indexed site content.

Search Sorted

Searches and ranks indexed content using custom sorting criteria, allowing for targeted result sets.

Stats Clicks

Retrieves detailed analytics on how many times search results were clicked by users...

Stats Queries

Gathers comprehensive data on all user searches performed, helping identify popular...

Autosuggest

Generates a list of autocomplete suggestions based on common prefixes typed into...

Security and governance baked right in.

Pick your AI client below to get set up. Just create a Vinkius account, subscribe, and you're instantly up and running. We handle the entire backend infrastructure, delivering out-of-the-box support for HTTPS Streamable, SSE, and OAuth2—zero messy routing required.

AddSearch MCP for AI Agents MCP is compatible with Claude

Claude AI

1

Open Claude Settings

Go to claude.ai, click your profile icon, then navigate to Customize → Connectors.

2

Add Custom Connector

Click the "+" button and select Add custom connector. Paste your Vinkius endpoint URL:

https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp

Replace [YOUR_TOKEN_HERE] with your token from cloud.vinkius.com. For OAuth-protected servers, expand Advanced settings to add credentials.

3

Start a conversation

Open a new chat. The AddSearch MCP for AI Agents integration is available immediately — no restart needed.

Choose How to Get Started

Build a custom MCP for your own tools, or connect a ready-made integration from our catalog.

Build Your Own

Turn any API into an MCP. Import a spec, define Agent Skills, or deploy with MCPFusion.

  • Import from OpenAPI, Swagger, or YAML specs
  • Create Agent Skills with progressive disclosure
  • Deploy to edge with MCPFusion framework
  • Built in DLP, auth, and compliance on each call
  • Real time usage dashboard and cost metering
  • Publish to catalog or keep private
Start building

Make Your AI Do More

Start with AddSearch, then connect any of our 5,200+ other servers whenever your AI needs more. One click, no limits.

  • Use this MCP plus 5,200+ others, all in one place
  • Add new capabilities to your AI anytime you want
  • Connections are secured and governed automatically
  • Track usage and costs across all your servers
  • Works with Claude, ChatGPT, Cursor, and more
  • New servers added to the catalog weekly
AddSearch MCP for AI Agents MCP server cover

Independent Platform Disclaimer: Vinkius is an independent platform and is not affiliated with, endorsed by, sponsored by, verified by, or otherwise authorized by AddSearch. All third-party trademarks, logos, and brand names are the property of their respective owners. Their use on this website is strictly for informational purposes to identify service compatibility and interoperability.

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Cloud Hosted

Managed infra

V8 Isolated

Sandboxed per request

Zero-Trust Proxy

No stored credentials

DLP Enforced

Policy on each call

GDPR Compliant

EU data residency

Token Compression

~60% cost reduction

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AddSearch MCP for AI Agents: Auditing Site Search Performance

Manually checking site search performance means opening the admin dashboard, navigating to the analytics tab, running multiple reports on zero-result queries, then manually cross-referencing those failures with your content map. It's a multi-tab, copy-paste nightmare that takes hours.

With AddSearch MCP, you simply ask your agent: 'What were our top five failed searches this week?' The system runs the necessary query and returns a clean, structured list of gaps—the exact data points needed to start writing new content.

AddSearch MCP for AI Agents: Managing Content Indexing

When a developer updates a product page or an editor moves a file, the old process required manually triggering a re-index job and waiting hours. If that wait was too long, search results were inaccurate.

Now, you tell your agent to execute index_document via chat. It handles the update instantly. You get immediate confirmation that the new content is live in the search results, making deployment seamless.

What AddSearch MCP for AI Agents MCP does for your AI

This MCP connects your search index directly into your AI workflow, turning what used to be a complicated backend database into something usable through chat. Instead of jumping between multiple tabs or running specific scripts, you just ask your agent questions about your site's performance or content structure. For instance, you can ask which product categories are generating the most zero-result queries—a massive time saver for any content team.

It also lets developers debug the index by manually adding a fixed document or checking metadata on a single URL. This kind of deep, structured access to search data is what makes Vinkius such a valuable hub; you connect once and instantly gain these powerful capabilities across all your AI tools.

Built · Hosted · Managed by Vinkius AddSearch MCP for AI Agents — Site Search Index Management
Server ID 019d7547-2979-702b-8c95-a4abbeb2de9e
Vinkius Inspector
Compliance Grade A+
Score 100/100
Vinkius Inspector Badge — Score 100/100

Frequently asked questions about AddSearch MCP for AI Agents MCP

How do I find out what content pages on my site are getting zero search results? +

You can use the AddSearch MCP to retrieve detailed analytics showing exactly which user queries failed. This is perfect for identifying critical content gaps that need to be written or improved immediately.

Can I update product information in my site's search index using this tool? +

Yes, you can use the AddSearch MCP's document management tools. By sending a new JSON payload, your agent updates an existing page or adds a brand-new one instantly to the live search index.

Is AddSearch better than just looking at Google Analytics? +

Yes. While GA shows traffic flow, this MCP gives you direct access to the internal metadata and structured results of your site's own search engine, letting you debug relevance issues others can't see.

What if I need to check a specific category or product line? +

You use the AddSearch MCP’s filtered search tools. You tell your agent exactly what criteria to apply—like 'category=electronics and brand=apple'—to get highly targeted results.

How do I check if my auto-suggestions are working correctly? +

You run a test using the AddSearch MCP. It simulates typing into your search bar, returning all possible autocomplete suggestions based on the current index data so you can verify functionality.