mnemiq: Open-source text-to-SQL engine you tune and measure on your own database

by agenticfabriq · MCP Server · ★ 84

Last updated: · Indexed by AgentSkillsHub · Auto-synced every 8h

Security audit verdict: SAFE · quality 61/100

None of the 42 rules matched — no credential harvesting, no data exfiltration, no curl-pipe-shell installer. Scanned against 42 published rules built on the SlowMist agent-security taxonomy, refreshed every 8 hours. Full audit →

The quality score combines nine heuristic checks of the repo and its README: completeness, clarity, specificity, examples, structure, agent readiness, step-by-step content, instruction quality and security notes. It rates how well the project explains itself to an agent, not the code.

data-agentsdatabasedatabricksduckdbllmmcp-servernatural-language-to-sqlnl2sqlnl2sql-evaluationoracle-database

Quick Facts

Stars84
Forks20
LanguagePython
CategoryMCP Server
LicenseApache-2.0
Quality Score61/100
Open Issues3
Last Updated2026-10-22
Created2026-07-14
Platformsmcp, python
Est. Tokens~17k

About mnemiq

mnemiq Text-to-SQL you can tune to your database. /NEM-ik/ — the "m" is silent, as in mnemonic. An open-source engine that answers natural-language questions over your database, built so that every stage between the question and the SQL is a setting you can read, change, and measure. Two answers and a refusal.

Compatible Skills

These tools work well together with mnemiq for enhanced workflows:

  • text2sql-framework — semantic(0.55)+complementary+rare_topics+same_lang+similar_pop+shared_platform (83%)
  • dex — semantic(0.47)+complementary+rare_topics+same_lang+similar_pop+shared_platform (81%)
  • databao-context-engine — semantic(0.42)+complementary+rare_topics+same_lang+similar_pop+shared_platform (74%)

mnemiq alternative? Top 6 similar tools

Looking for a mnemiq alternative? If you're comparing mnemiq with other mcp server tools, these 6 projects are the closest alternatives on Agent Skills Hub — ranked by topic overlap, star count, and community traction.

  • schemagate by ashishsinha1602 · ⭐ 112

    Text-to-SQL access control: schema selection that gives the LLM only the tables the caller is allowed to read.

  • orionbelt-semantic-layer by ralforion · ⭐ 101

    Source-available semantic and context layer, rule engine, and semantic sidecar for agentic AI and governed ana

  • dati by yimindev · ⭐ 69

    Turn your database into secure, semantically rich MCP tools for agents.

  • orionbelt-semantic-layer by ralfbecher · ⭐ 56

    Open-source Semantic Sidecar for AI, analytics, and governed data systems. Compiles declarative YAML models in

  • jev4pg by Sheltercosmo · ⭐ 257

    Established strong JEV based natural language to SQL performance and well-covered semantic operators for Postg

  • MCP-PostgreSQL-Ops by call518 · ⭐ 161

    🐘 Give AI assistants full PostgreSQL DBA superpowers — 30+ tools for performance analysis, bloat detection, l

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How this security grade is produced

Grades come from a rule-based scan built on the SlowMist agent-security taxonomy: 42 published rules, covering credential harvesting, data exfiltration, curl | sh installers and more. It is a first-layer scan, not a manual audit — we say so rather than overstate it.

The scale of the problem is documented independently: Liu et al. (2026), in a study of 31,132 agent skills, report that 26.1% contain security vulnerabilities. Our own full-catalog census is published as a citable open dataset.

Sources & who's responsible:

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