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ClaudeChatGPTPerplexityGeminiMicrosoft CopilotRaycastMeta AIGrokZ.aiQwenKimi
DeepSeekMistralCursorVS CodeWindsurfJetBrainsClineLovableVercel AI SDKLangChain

Use Tool Namespace Resolver with your AI.

Connect your account once and let the AI you already use work with it, without building another integration. Resolves capability name hallucinations and misspellings using hierarchical matching logic.

Included with plan

Ask AI about this Connector

Developed, maintained, and hosted by Vinkius.

MCP VERIFIED · PRODUCTION READY · VINKIUS GUARANTEED

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Works with modern AI clients that support MCP, including ChatGPT, Claude, Cursor, and more.

ChatGPTClaudeCursorPerplexityGeminiMicrosoft CopilotRaycastMeta AI

Complete set · 3 capabilities

The complete Tool Namespace Resolver capability set.

These are the exact actions your AI can choose when you ask it to work with Tool Namespace Resolver.

Capability set01 / 01

01-03

3 capabilities in this set.

Part of 3 available through Tool Namespace Resolver.

  1. 01

    Get matching tools bulk

    Processes a batch of requested capability names to identify multiple valid targets simultaneously

  2. 02

    Validate tool namespace

    Determines if a requested string belongs to a specific functional group or namespace within the toolset

  3. 03

    Resolve tool name

    Resolves a single potentially misspelled or partial capability name into a valid identifier from a known list

Observed, not estimated

815ms average. Fast in production.

Tool Namespace Resolver is checked daily against the live service.

Daily averagePeak 1013ms
Aug 20Today
Fastest day
633ms
Slowest day
1013ms
14-day trend
Slowing+40%

Connect your client

One URL. Every client.

Activate the Connector, copy your link, and paste it into the client you already use. 3 capabilities arrive ready to run.

Preview access · not provider authentication

The vk_preview_* token belongs to Vinkius preview infrastructure. It lets Claude discover and display the capabilities of Tool Namespace Resolver, so you can see the experience inside your AI.

It does not authenticate your account with Tool Namespace Resolver. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.

Tool Namespace Resolver Connector

You're all set. Choose your MCP client and follow the setup instructions.

Connector linkhttps://edge.vinkius.com/vk_preview_im27GWdMa3UIix7rOSDPcCPlRGD2UM0ZQGpmhRod/mcp

Claude Desktop

Follow the steps below to connect in seconds.

  1. 1In Claude Desktop, open Settings → Connectors.
  2. 2Click “Add custom connector” and paste the connector link above as the remote MCP server URL.
  3. 3Click Add and start a new chat — Tool Namespace Resolver capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "tool-namespace-resolver-and-fuzzy-matcher-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_im27GWdMa3UIix7rOSDPcCPlRGD2UM0ZQGpmhRod/mcp"
    }
  }
}
  • Claude
  • ChatGPT
  • Cursor
  • VS Code
  • Windsurf
  • Claude Code
  • JetBrains
  • Cline

Step-by-step instructions for each client are in the guide. How to connect

FAQ

Questions Tool Namespace Resolver owners ask.

  • 01

    How does the resolution hierarchy work?

    The engine follows a strict priority: it first looks for an exact match, then a case-insensitive match, then a namespace match, and finally a fuzzy match using Levenshtein distance. Once a higher-priority match is found, the search stops.

  • 02

    What is the purpose of resolve_tool_name?

    The resolve_tool_name capability is used to take a single potentially misspelled or partial capability name and map it to a valid identifier from a provided list of available capabilities.

  • 03

    Can I process multiple capability names at once?

    Yes, you can use get_matching_tools_bulk to process a list of requested capability names simultaneously against a known registry.

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