RRepoGEO

REPOGEO REPORT · LITE

hashicorp/terraform-mcp-server

Default branch main · commit eb75da7b · scanned 5/9/2026, 2:07:51 PM

GitHub: 1,361 stars · 155 forks

AI VISIBILITY SCORE
28 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
1 pass · 1 warn · 0 fail
Objective metadata checks
AI knows your name
2 / 3
Direct prompts that named your repo
HOW TO READ THIS REPORT

Action plan is what to do next — copy-pasteable changes prioritized by impact. Category visibility is the real GEO test: when a user asks an AI a brand-free question that should surface hashicorp/terraform-mcp-server, does the AI actually recommend you — or your competitors? Objective checks verify the metadata signals AI engines weight first. Self-mention check detects whether AI even knows you exist by name.

Action plan — copy-paste fixes

3 prioritized changes generated by gemini-2.5-flash. Mark items done after you ship the fix.

OVERALL DIRECTION
  • hightopics#1
    Add specific topics for better categorization

    Why:

    COPY-PASTE FIX
    terraform, iac, automation, registry, mcp, api, integration, server, hashicorp, development-tool
  • highreadme#2
    Clarify the MCP Server's purpose and production readiness in the README's opening

    Why:

    CURRENT
    # Terraform MCP Server

The Terraform MCP Server is a Model Context Protocol (MCP) server that provides seamless integration with Terraform Registry APIs, enabling advanced automation and interaction capabilities for Infrastructure as Code (IaC) development.
    COPY-PASTE FIX
    # Terraform MCP Server

**Important:** The Terraform MCP Server is an experimental Model Context Protocol (MCP) server intended for local development and advanced programmatic interaction with Terraform Registry APIs. It is **not officially supported by HashiCorp and is not intended for production use.** This server enables advanced automation and integration capabilities for Infrastructure as Code (IaC) development, focusing on custom tooling and backend services rather than general CI/CD workflows.
  • mediumhomepage#3
    Add a homepage URL to the repository

    Why:

    COPY-PASTE FIX
    https://[YOUR_PROJECT_HOMEPAGE_URL_HERE]

Category GEO backends resolved for this scan: google/gemini-2.5-flash, deepseek/deepseek-v4-flash

Category visibility — the real GEO test

Brand-free queries asked to google/gemini-2.5-flash. Did AI recommend you, or someone else?

Same questions for every model — switch tabs to compare answers and rankings.

Recall
0 / 2
0% of queries surface hashicorp/terraform-mcp-server
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
GitLab CI/CD
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. GitLab CI/CD · recommended 2×
  2. GitHub Actions · recommended 2×
  3. Terraform Cloud/Enterprise · recommended 1×
  4. hashicorp/tfe-go · recommended 1×
  5. python-terraform-cloud · recommended 1×
  • CATEGORY QUERY
    How to programmatically manage Terraform workspaces and integrate with private registries?
    you: not recommended
    AI recommended (in order):
    1. Terraform Cloud/Enterprise
    2. tfe-go (hashicorp/tfe-go)
    3. python-terraform-cloud
    4. Atlantis (runatlantis/atlantis)
    5. GitLab CI/CD
    6. GitHub Actions
    7. hashicorp/setup-terraform (hashicorp/setup-terraform)
    8. Jenkins
    9. Terragrunt (gruntwork-io/terragrunt)
    10. Pulumi (pulumi/pulumi)
    11. Spacelift

    AI recommended 11 alternatives but never named hashicorp/terraform-mcp-server. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What tools enable custom automation and advanced interaction with Terraform cloud environments?
    you: not recommended
    AI recommended (in order):
    1. Terraform Cloud API
    2. Terraform Cloud CLI (hashicorp/terraform)
    3. HashiCorp Waypoint (hashicorp/waypoint)
    4. GitHub Actions
    5. GitLab CI/CD
    6. Jenkins (jenkinsci/jenkins)
    7. Python
    8. requests library (psf/requests)
    9. Go (golang/go)
    10. net/http
    11. encoding/json

    AI recommended 11 alternatives but never named hashicorp/terraform-mcp-server. This is the gap to close.

    Show full AI answer

Objective checks

Rule-based audits of metadata signals AI engines weight most.

  • Metadata completeness
    warn

    Suggestion:

  • README presence
    pass

Self-mention check

Does AI even know your repo exists when asked about it directly?

  • Compared to common alternatives in this category, what is the core differentiator of hashicorp/terraform-mcp-server?
    pass
    AI named hashicorp/terraform-mcp-server explicitly

    AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

  • If a team adopts hashicorp/terraform-mcp-server in production, what risks or prerequisites should they evaluate first?
    pass
    AI did not name hashicorp/terraform-mcp-server — likely talking about a different project

    AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

  • In one sentence, what problem does the repo hashicorp/terraform-mcp-server solve, and who is the primary audience?
    pass
    AI named hashicorp/terraform-mcp-server explicitly

    AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

Embed your GEO score

Drop this badge into the README of hashicorp/terraform-mcp-server. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.

RepoGEO badge previewLive preview
MARKDOWN (README)
[![RepoGEO](https://repogeo.com/badge/hashicorp/terraform-mcp-server.svg)](https://repogeo.com/en/r/hashicorp/terraform-mcp-server)
HTML
<a href="https://repogeo.com/en/r/hashicorp/terraform-mcp-server"><img src="https://repogeo.com/badge/hashicorp/terraform-mcp-server.svg" alt="RepoGEO" /></a>
Pro

Subscribe to Pro for deep diagnoses

hashicorp/terraform-mcp-server — Lite scans stay free; this card itemizes Pro deep limits vs Lite.

  • Deep reports10 / month
  • Brand-free category queries5 vs 2 in Lite
  • Prioritized action items8 vs 3 in Lite