"Understanding Abstract Syntax Trees (AST)" matching MCP servers:

• mcp-bigquery-dryrun

  caron14

  A

  license

  A

  quality

  F

  maintenance

  Validates BigQuery SQL syntax and performs dry-run analysis without executing queries, providing cost estimates, referenced tables, and schema previews.

  Last updated 2025-08-16

  2

  Apache 2.0

• Ansible MCP Server

  tarnover

  A

  license

  C

  quality

  F

  maintenance

  This Model Context Protocol server enables AI assistants to interact directly with Ansible, allowing them to execute playbooks, manage inventory, check syntax, and perform other Ansible operations.

  Last updated 2026-02-19

  18

  26

  MIT

• meraki-dashboard-api

  Flagler-County-BoCC

  F

  license

  C

  quality

  B

  maintenance

  A read-only MCP server for the Cisco Meraki Dashboard API that exposes 50 GET endpoints for understanding network topology from organization down to individual devices and ports.

  Last updated 2026-06-18

  50

• Google Cloud Natural Language

  Pacamaraprogress

  A

  license

  -

  quality

  D

  maintenance

  Enables Claude to analyze sentiment, extract entities, classify content, and analyze syntax via Google Cloud Natural Language API.

  Last updated 2026-02-22

  MIT

• redshift-mcp-server

  davidalbertonogueira

  A

  license

  -

  quality

  B

  maintenance

  Enables secure, read-only access to Amazon Redshift data warehouses for AI assistants, allowing schema inspection, query execution, and data understanding.

  Last updated 2026-07-08

  46

  1

  MIT