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ToolGrail

by io.github.logicgeek
OverviewDiscussionsAdmin

Server Details

Find and compare AI tools by role, task and industry, with pricing and sources.

If you are the author of this connector, you can claim ownership by verifying the domain or GitHub account it belongs to. Claimed connector authors can inspect health checks, view analytics, and manage their listing.
Status
Healthy
Uptime
100.0% over the last 24 hours
Last Tested
Transport
Streamable HTTP · MCP 2025-11-25
URL
ChatGPT
–
Claude
–

TDQS

A4/5.0

Scored across 5 tools

Disambiguation5/5

Each tool has a clearly distinct purpose: search for discovery, get for single-tool detail, compare for multi-tool comparison, recommend for task/role-based ranking, and list_taxonomy for category browsing. The only mild potential overlap between search_tools and recommend_tools is resolved by their different inputs and outputs (plain-language search vs task slugs/role-based ordering).

Naming Consistency5/5

All tool names follow a consistent snake_case verb_noun pattern: compare_tools, get_tool, list_taxonomy, recommend_tools, search_tools. The convention is predictable and readable throughout.

Tool Count5/5

Five tools is well-scoped for a tool-directory service focused on discovery, detail lookup, comparison, recommendation, and taxonomy browsing. Each tool earns its place without redundancy.

Completeness4/5

The surface covers the core read-only catalog workflows: search, browse taxonomy, retrieve tool details, compare tools, and recommend by task or role. A minor gap is the lack of a general paginated list-all-tools or direct get-by-taxonomy-term operation, but agents can work around this via search and recommend.

Available Tools

5 tools
compare_toolsCompare toolsA
Read-onlyIdempotent
Inspect

Get full sourced listings for two to four tools side by side, with the tasks and sectors they share.

Inputs: slugs (required).

get_toolGet a toolA
Read-onlyIdempotent
Inspect

Get the full sourced listing for one tool by slug, including capabilities, integrations, platforms and data considerations.

Inputs: slug (required).

list_taxonomyList roles, tasks and sectorsA
Read-onlyIdempotent
Inspect

List the roles, tasks and sectors ToolGrail maps tools to, with slugs and canonical URLs. Results are paged per kind; there are hundreds of roles.

Inputs: kind, limit, offset.

recommend_toolsRecommend tools for workA
Read-onlyIdempotent
Inspect

List tools for task slugs, ordered by published fit weights, optionally for a sector. A role supplies its suggested tasks when taskSlugs is omitted. Get slugs from list_taxonomy or search_tools. Each listing includes the tool's own MCP server, if any; set mcp to keep only tools that connect to AI assistants.

Inputs: mcp, role, limit, sector, +1 more.

search_toolsSearch ToolGrailA
Read-onlyIdempotent
Inspect

Search tools, roles, tasks and sectors in plain language, with spelling correction. Returns sourced tool listings and the taxonomy terms the query matched. Example: "meeting transcription" or "hotel manager". Each listing includes the tool's own MCP server, if any; set mcp to keep only tools that connect to AI assistants.

Inputs: query (required), mcp, limit.

Tool Schema Changelog

Recent tool additions, removals, and schema changes observed during successful MCP inspections.

Loading tool schema changelog…

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