meilisearch-mcp: A Model Context Protocol (MCP) server for interacting with Meilisearch through LLM interfaces

by meilisearch · MCP Server · ★ 195

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

How to install meilisearch-mcp

pip install meilisearch-mcp
uvx -n meilisearch-mcp

Taken from the project's README on GitHub. Check the security audit before running it.

Security audit verdict: SAFE · quality 72/100

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.

agentmcpmeilisearchmodelcontextprotocolragsearchsearch-api

Quick Facts

Stars195
Forks34
LanguagePython
CategoryMCP Server
LicenseMIT
Quality Score72/100
Open Issues10
Last Updated2026-09-08
Created2024-12-23
Platformsmcp, python
Est. Tokens~17k

About meilisearch-mcp

Meilisearch MCP Server Meilisearch | Meilisearch Cloud | Documentation | Discord ⚡ Connect any LLM to Meilisearch and supercharge your AI with lightning-fast search capabilities! 🔍 🤔 What is this? The Mei

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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:

View on GitHub → Browse MCP Server tools