# TxtAI MCP Server

> Use this tool when you need to integrate semantic search, language model workflows, and LLM orchestration into your application. The TxtAI MCP Server solves problems related to natural language processing and information retrieval, providing a scalable and efficient solution for searching and managing large datasets. It accepts API requests and returns relevant results, making it ideal for use cases that require advanced language understanding and semantic search capabilities.

Canonical page: https://skillsregistry.net/skills/neuml-txtai  
JSON: https://api.skillsregistry.net/v1/skills/neuml-txtai

## Description

txtai is an all-in-one embeddings database for semantic search, LLM orchestration and language model workflows. All functionality can be served via it's API and the API supports MCP.

Docs: https://neuml.github.io/txtai/api/mcp/

## Trust

- **Trust score (0–1):** 0.71
- **Verification tier:** verified
- **Last scanned:** 2026-09-28

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** database
- **Updated:** 2026-09-28

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/s7xgb8h2zz)
- **Repository:** <https://github.com/neuml/txtai>

## 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": "neuml-txtai"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/neuml-txtai` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/neuml-txtai/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