# fuzzy-match-mcp

> fuzzy-match-mcp — faiaz000-fuzzy-match-mcp. Use this tool when you need to perform deterministic fuzzy text matching, enabling you to normalize and compare strings, rank best matches, and group duplicates. It solves problems such as data deduplication, text similarity analysis, and automated data cleansing. The tool accepts text inputs and returns ranked match results, making it ideal for use cases requiring accurate and configurable fuzzy matching in various data processing contexts.

Canonical page: https://skillsregistry.net/skills/faiaz000-fuzzy-match-mcp  
JSON: https://api.skillsregistry.net/v1/skills/faiaz000-fuzzy-match-mcp

## Description

A Python MCP server for deterministic fuzzy text matching using RapidFuzz. It enables text normalization, string comparison, best-match ranking, duplicate grouping, and match explanation via configurable profiles and strategies.

## Trust

- **Trust score (0–1):** 0.69
- **Verification tier:** scanned
- **Last scanned:** 2026-08-29

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** file-system
- **Updated:** 2026-08-29

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/af8w45p4e4)
- **Repository:** <https://github.com/faiaz000/fuzzy_match_mcp>

## Use it

Resolve this record through the SkillsRegistry MCP server (no auth, read-only):

```
claude mcp add --transport http --scope user skillsregistry https://api.skillsregistry.net/mcp
```

```json
{
  "jsonrpc": "2.0",
  "id": 1,
  "method": "tools/call",
  "params": {
    "name": "get_skill",
    "arguments": {
      "slug": "faiaz000-fuzzy-match-mcp"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/faiaz000-fuzzy-match-mcp` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/faiaz000-fuzzy-match-mcp/pull`

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SkillsRegistry indexes agent skills from public registries and GitHub. Skills we have analysed are scanned with Circle-IR and scored on six dimensions; each listing states its scan coverage. More: https://skillsregistry.net/llms.txt