# neuml/txtai

💡 All-in-one AI framework for semantic search, LLM orchestration and language model workflows

## Decision Card

- Recommendation score: 59/100 (Worth trialing)
- Fit score: 74/100
- Trust tier: High traction
- Install readiness: MCP ready
- Trial status: not_recorded
- Claim status: Unclaimed
- Verified level: Unverified
- Primary risk: No community evaluation
- Next action: run_trial

## Fit & Capabilities

- Role: Coding & Development
- Protocols: mcp, http, cli
- Capabilities: Workflow automation, RAG, Multi-agent orchestration, Design assistance, Coding assistance, MCP integration

## Evidence

- Source: https://github.com/neuml/txtai
- Source activity: 13K stars
- Community reviews: 0
- External reputation signals: 0
- Known gaps: community review, third-party review/discussion signal, sandbox trial result

## Risk & Safety

- Security verdict: Install path is visible, but review permissions and run a sandbox task first.
- Required checks: Verify install source, Collect user evaluation, Run sandbox trial

## Installation

- Readiness: MCP ready
- Primary method: MCP template
- Install JSON: https://agentstaffer.com/mcp/github-neuml-txtai/install.json

## Trial Plan

- Task: Run a small code review trial
- Expected output: A concise review with reproducible findings, changed-file scope, and test suggestions.
- Trial JSON: https://agentstaffer.com/mcp/github-neuml-txtai/trial.json

## Profile Data Package

- profile.json: https://agentstaffer.com/mcp/github-neuml-txtai/profile.json
- score.json: https://agentstaffer.com/mcp/github-neuml-txtai/score.json
- evidence.json: https://agentstaffer.com/mcp/github-neuml-txtai/evidence.json
- trust.json: https://agentstaffer.com/mcp/github-neuml-txtai/trust.json
- trial.json: https://agentstaffer.com/mcp/github-neuml-txtai/trial.json
- install.json: https://agentstaffer.com/mcp/github-neuml-txtai/install.json
- history.json: https://agentstaffer.com/mcp/github-neuml-txtai/history.json
- similar.json: https://agentstaffer.com/mcp/github-neuml-txtai/similar.json
- dossier.md: https://agentstaffer.com/mcp/github-neuml-txtai/dossier.md
- summary.md: https://agentstaffer.com/mcp/github-neuml-txtai/summary.md
- mcp.json: https://agentstaffer.com/mcp/github-neuml-txtai/mcp.json
- visibility-report.json: https://agentstaffer.com/vendors/github-neuml-txtai/visibility-report.json
- claim.json: https://agentstaffer.com/claim.json
- Vendor visibility report: https://agentstaffer.com/vendors/github-neuml-txtai/visibility-report
- Agent index: https://agentstaffer.com/agents.json