MetaSearchMCP: Open-source metasearch backend, MCP server, and AI search API for LLM agents

by gefsikatsinelou · MCP Server · ★ 60

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

How to install MetaSearchMCP

git clone https://github.com/gefsikatsinelou/MetaSearchMCP
docker run --rm -p 8000:8000 --env-file .env metasearchmcp

Taken from the project's README on GitHub.

Security audit verdict: SAFE · quality 71/100

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.

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.

agent-toolsai-agentsgoogle-searchgoogle-search-apillmllm-toolsmcpmcp-servermetasearchmodel-context-protocol

Quick Facts

Stars60
Forks3
LanguagePython
CategoryMCP Server
LicenseMIT
Quality Score71/100
Open Issues2
Last Updated2026-10-19
Created2026-04-14
Platformsbrowser, mcp, python
Est. Tokens~16k

About MetaSearchMCP

MetaSearchMCP Open-source metasearch backend for MCP, AI agents, and LLM workflows. MetaSearchMCP aggregates results from multiple search providers, normalizes them into a stable JSON schema, and exposes both an HTTP API and an MCP server for agent tooling.

MetaSearchMCP alternative? Top 6 similar tools

Looking for a MetaSearchMCP alternative? If you're comparing MetaSearchMCP 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.

  • google-browser-scraper by nodemaven · ⭐ 102

    Self-hosted Google search scraper for Python. Scrape Google SERP results with a real Chrome browser and your o

  • webfetch by firish · ⭐ 54

    Own your LLM's web search: a local search->fetch->rank pipeline that replaces hosted web_search tools. Measure

  • claude-prompts by minipuft · ⭐ 182

    MCP server for reusable prompt templates, multi-step workflow chains, and quality gates — compose agentic work

  • gopher-mcp by GopherSecurity · ⭐ 153

    C++ MCP SDK - build Model Context Protocol (MCP) servers and clients in C++ / CPP. Enterprise-grade security,

  • SoSearch by NetLops · ⭐ 131

    🔎 One query. Three search engines. Self-hosted web search for AI agents via HTTP API or MCP. Aggregates DuckD

  • agent-search-mcp by lennney · ⭐ 113

    Free-first Chinese and English web search MCP using zero-key sources and inspectable evidence.

More MCP Server Tools

Explore other popular mcp server tools:

View all MCP Server tools →

Popular Python Agent Tools

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