"Semantic Scholar" matching MCP servers:

• unifi-mcp-server

  us-all

  A

  license

  A

  quality

  A

  maintenance

  UniFi semantic-analysis MCP — 54 tools on Site Manager API and Cloud Connector. 8 workflow Prompts (4 fleet-ops + 4 MSP). Read-only.

  Updated a month ago (2026-07-10 01:28 UTC)

  19

  75

  2

  MIT

• TowerWatch Ops Agent MCP

  kemosabe102

  A

  license

  -

  quality

  B

  maintenance

  Exposes network-monitoring tools (query metrics, analyze windows, compare, logs, status, runbooks, speed tests) as an MCP server for agentic workflows. Designed with evaluation suites, cost-aware model routing, and semantic tool retrieval.

  Updated 17 days ago (2026-07-28 02:23 UTC)

  MIT

• nautobot_mcp

  kvncampos

  A

  license

  -

  quality

  C

  maintenance

  A Model Context Protocol (MCP) server for interacting with Nautobot APIs using semantic search and dynamic API requests.

  Updated 4 months ago (2026-04-15 23:14 UTC)

  16

  MIT

• IEEE 802.11 MCP Server

  gangadharnitw

  F

  license

  -

  quality

  D

  maintenance

  Semantic search and structured queries over IEEE 802.11 specifications, enabling AI assistants to search technical content, tables, and figures across multiple standards.

  Updated 6 months ago (2026-02-02 12:49 UTC)

• Managed OPC UA MCP Server

  kevin-rieck

  F

  license

  -

  quality

  B

  maintenance

  A TypeScript MCP server that exposes OPC UA read access through server-side authorization and Operator-defined Semantic Controls for safe agent interaction.

  Updated 22 days ago (2026-07-23 17:07 UTC)