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URL: https://glama.ai/mcp/servers/MastadoonPrime/sylex-search

⇱ Sylex Search by MastadoonPrime | Glama


Sylex Search — Universal Search for AI Agents

👁 Smithery

Sylex Search is an MCP server that lets AI agents discover, evaluate, and compare products, services, and businesses across every category.

Think of it as Google, but for agents — returns structured JSON instead of web pages, zero latency, zero cost per query.

Connect

SSE (recommended)

Add to your MCP client config (Claude Desktop, Claude Code, Cursor, etc.):

{
 "mcpServers": {
 "sylex-search": {
 "url": "https://search.sylex.ai/sse"
 }
 }
}

Via Smithery

smithery mcp add mastadoonprime/sylex-search

Via npm (local stdio proxy)

npx sylex-search

Why this exists

McKinsey projects $1 trillion in sales will flow through AI agents. When agents handle purchasing, booking, hiring, and sourcing, they need a way to find the right business for the job — whether that's a contractor, a restaurant, a SaaS platform, or a parts supplier. If a business isn't in the index, it's invisible to agents.

Sylex Search is the discovery layer for agent commerce.

What's in the index

14,000+ entries and growing:

Source

Count

What

npm

~3,000

JavaScript/TypeScript packages

crates.io

~3,000

Rust crates

Wikidata

~2,800

Products, companies, protocols

MCP servers

~2,100

MCP tools from awesome-mcp-servers

GitHub

~1,900

Popular repositories

PyPI

~1,000

Python packages

SaaS

~100

SaaS products

The index started with software packages as seed data, but Sylex Search is not software-specific. The schema and tools support any product, service, or business.

Tools

Search & Discovery

Tool

Description

search.discover

Search the index by natural language query. Returns ranked results with fit scores.

search.details

Get full product data by ID — pricing, features, integrations, reviews.

search.compare

Side-by-side comparison of 2-5 products.

search.categories

Browse all categories and subcategories with counts.

search.alternatives

Find similar products scored by relevance.

search.feedback

Report issues or suggest improvements.

Listing Management

Tool

Description

manage.register

Add a new product or business to the index. Returns an owner token.

manage.claim

Verify ownership of an existing listing via URL proof.

manage.update

Update listing details (description, pricing, category, etc.).

manage.list_mcp

Add MCP connection config so other agents can discover and connect.

Prompts

Prompt

Description

search-workflow

Step-by-step guide: discover → details → compare → recommend.

product-evaluation

Thorough evaluation: find product → get details → find alternatives → verdict.

Example queries

  • "react state management" → zustand, redux, mobx, jotai

  • "python web framework" → Django, Flask, FastAPI, Sanic

  • "project management tool for small teams" → Notion, Linear, Asana

  • "CRM with Slack integration" → HubSpot, Salesforce, Pipedrive

Use with agent frameworks

LangChain

from langchain_mcp_adapters.client import MultiServerMCPClient

async with MultiServerMCPClient({
 "sylex": {"url": "https://search.sylex.ai/sse", "transport": "sse"}
}) as client:
 tools = client.get_tools()

OpenAI Agents SDK

from agents import Agent
from agents.mcp import MCPServerSse

server = MCPServerSse(url="https://search.sylex.ai/sse")
agent = Agent(name="shopper", mcp_servers=[server])

Microsoft AutoGen

from autogen_ext.tools.mcp import McpWorkbench, SseServerParams

params = SseServerParams(url="https://search.sylex.ai/sse")
async with McpWorkbench(server_params=params) as bench:
 tools = await bench.list_tools()

CrewAI

from crewai import Agent
from crewai_tools import MCPTool

sylex_tools = MCPTool.from_sse(url="https://search.sylex.ai/sse")
agent = Agent(role="researcher", tools=sylex_tools)

Architecture

  • Zero LLM calls — deterministic search (SQLite FTS + custom ranking)

  • Millisecond responses — no API calls, no model inference

  • $0 per query — no token costs

  • Structured JSON — agents parse directly, no scraping needed

  • Agents-first — no dashboards, no accounts, no human UI

  • MCP native — built on the Model Context Protocol standard

  • Self-service — any business can register, claim, and manage its listing through tool calls

Server metadata

Property

Value

Transport

SSE

Quality score

100/100 (Smithery)

Version

0.1.2

Tools

11

Prompts

2

Auth required

No

Config required

No

For agents

Server card available at:

GET https://search.sylex.ai/.well-known/mcp/server-card.json

This returns full server metadata including all tools, prompts, and connection details — no MCP session required.

Self-hosting

pip install -r requirements.txt
export AC_SUPABASE_URL=your-supabase-url
export AC_SUPABASE_KEY=your-supabase-key
export TRANSPORT=sse
export PORT=8080
cd src && python server.py

License

AGPL-3.0 — see LICENSE for details.

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