TopicForge
OfficialServer Configuration
Describes the environment variables required to run the server.
| Name | Required | Description | Default |
|---|---|---|---|
| TOPICFORGE_API_KEY | No | TopicForge API key (tf_live_...) from topicforge.net/app/settings/api-keys | |
| CONTENT_API_BASE_URI | No | API base URL | https://api.topicforge.net |
Instructions
Guidance the server publishes about itself, which clients place ahead of the tool catalog so the model reads it before choosing anything.
This server publishes no instructions, or was last inspected before Glama recorded them.
Capabilities
Features and capabilities supported by this server
Protocol revision2025-11-25
| Capability | Details |
|---|---|
| tools | {
"listChanged": true
} |
| resources | {
"listChanged": true
} |
Tools
Functions exposed to the LLM to take actions
| Name | Description |
|---|---|
| topic_clusterA | Expand one seed topic into a configurable set of programmatic SEO article ideas with ICP, search intent, and guidance. |
| faq_schemaA | Turn a topic into FAQ questions and FAQPage JSON-LD for answer hub SEO. |
| meta_descriptionA | Generate a 150–160 character meta description from a title and optional snippet. |
| run_batchB | Launch a batch job to generate publish-ready articles for multiple topics. Debits workspace credits. |
| get_batch_statusB | Poll a batch job for per-item status and completed article previews. |
| get_articleA | Fetch a generated article by ID including markdown body and metadata. |
| export_markdownA | Export a generated article as markdown for CMS import. |
Prompts
Interactive templates invoked by user choice
| Name | Description |
|---|---|
No prompts | |
Resources
Contextual data attached and managed by the client
| Name | Description |
|---|---|
| topicforge-api | TopicForge REST API base URL |
This server cannot be deployed
TDQS
Scored across 7 tools
All seven tools have clearly distinct purposes: ideation, batch generation, status polling, fetching, exporting, and SEO metadata generation. No overlap in functionality.
All tool names use snake_case with a consistent verb_noun pattern (e.g., export_markdown, run_batch, topic_cluster).
Seven tools is well-scoped for a content generation and SEO tool, covering the key stages of the workflow without being overwhelming or too sparse.
The tool surface covers ideation, batch generation, retrieval, export, and SEO metadata. Missing individual article generation and listing, but core workflow is complete.