KEIRO MCP Server
Server Configuration
Describes the environment variables required to run the server.
| Name | Required | Description | Default |
|---|---|---|---|
| KEIRO_API_KEY | Yes | Your KEIRO API key | |
| KEIRO_BASE_URL | No | Custom API URL (default: production) |
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 | {} |
Tools
Functions exposed to the LLM to take actions
| Name | Description |
|---|---|
| keiro_searchB | Search the web using KEIRO's semantic search engine. Returns relevant results with titles, URLs, and content snippets optimized for AI consumption. |
| keiro_search_proA | Advanced search with enhanced results, metadata, related queries, and deeper content extraction. Best for comprehensive information gathering. |
| keiro_researchA | Conduct comprehensive research on any topic. Returns a detailed summary, key points, timeline, and cited sources. Perfect for in-depth analysis. |
| keiro_research_proA | Advanced research with detailed analysis, multiple perspectives, data visualizations, and comprehensive source evaluation. For complex research tasks. |
| keiro_answerA | Get a direct, AI-powered answer to any question with inline source citations. Best for factual questions requiring authoritative responses. |
| keiro_crawlA | Extract and parse content from any web page. Returns clean, structured text optimized for AI processing. Handles JavaScript-rendered pages. |
Prompts
Interactive templates invoked by user choice
| Name | Description |
|---|---|
No prompts | |
Resources
Contextual data attached and managed by the client
| Name | Description |
|---|---|
No resources | |
TDQS
Scored across 6 tools
Multiple tools serve search and research purposes, with base and pro variants that overlap in functionality. The descriptions clarify output differences (e.g., search returns links, research returns summaries), reducing confusion, but an agent may still hesitate between search and research for a given task.
All tools follow the keiro_ prefix and use a consistent pattern of action terms (search, research, answer, crawl) with a uniform _pro suffix for advanced variants. Naming is highly predictable and easy to navigate.
Six tools is well within the ideal 3-15 range. The set covers basic and advanced search, basic and advanced research, direct answering, and crawling, which is well-scoped for a web intelligence server without unnecessary redundancy.
The tool surface covers the main stages of online information gathering: searching, deep research, direct Q&A, and page extraction. Minor gaps exist, such as lacking a tool for iterating through paginated search results, but these can be worked around with existing capabilities.