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8 clients · secrets stay placeholders

JSON (mcpServers)Claude CodeCodexOpenCodeCursorVS CodeGemini CLIGoose

{
  "mcpServers": {
    "toolgrail": {
      "type": "http",
      "url": "https://toolgrail.vercel.app/api/mcp/"
    }
  }
}

claude mcp add --transport http toolgrail https://toolgrail.vercel.app/api/mcp/

[mcp_servers.toolgrail]
url = "https://toolgrail.vercel.app/api/mcp/"

{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "toolgrail": {
      "type": "remote",
      "url": "https://toolgrail.vercel.app/api/mcp/",
      "enabled": true
    }
  }
}

{
  "mcpServers": {
    "toolgrail": {
      "type": "http",
      "url": "https://toolgrail.vercel.app/api/mcp/"
    }
  },
  "deeplink": "cursor://anysphere.cursor-deeplink/mcp/install?name=toolgrail&config=eyJ0eXBlIjoiaHR0cCIsInVybCI6Imh0dHBzOi8vdG9vbGdyYWlsLnZlcmNlbC5hcHAvYXBpL21jcC8ifQ%3D%3D"
}

{
  "servers": {
    "toolgrail": {
      "type": "http",
      "url": "https://toolgrail.vercel.app/api/mcp/"
    }
  }
}

{
  "mcpServers": {
    "toolgrail": {
      "httpUrl": "https://toolgrail.vercel.app/api/mcp/"
    }
  }
}

extensions:
  "toolgrail":
    enabled: true
    name: "toolgrail"
    type: streamable_http
    uri: "https://toolgrail.vercel.app/api/mcp/"
    timeout: 300

Quality 94 / 100new

protocol88 · weight 25

pass
protocol.modernsupports 2026-07-28 (server/discover)
pass
protocol.statelessanswers without a session
pass
protocol.transportstreamable HTTP
warn
protocol.list_ttltools/list declares ttlMs 0, so clients re-fetch it on every use

authorizationn/a · weight 15

n/a
auth.prm, auth.as_metadata, auth.cimdno remote uses OAuth
n/a
auth.secret_in_urlno templated URL

tool hygiene100 · weight 30

pass
tools.descriptionsevery tool has a description
pass
tools.description_lengthdescriptions are concise
pass
tools.schemasevery tool has an object input schema
pass
tools.annotations5 of 5 tools declare readOnlyHint or destructiveHint
pass
tools.directory_hintsevery tool declares readOnlyHint, destructiveHint, idempotentHint and openWorldHint
pass
tools.token_costabout 1,034 tokens to load every tool
pass
tools.api_dumptools are not a one-to-one API dump
pass
tools.hidden_textno hidden text in tool names, descriptions, schemas or annotations

stabilityn/a · weight 15

n/a
stability.changes, stability.rug_pull, stability.new_linkstool history recorded for 1 of the 7 days needed

dependenciesn/a · weight 15

n/a
deps.known_vulns, deps.mcp_sdk_version, deps.resolvableno npm or PyPI package

5 tools, about 1,034 tokens to load them all · tool set 605c6974b079 · checked 2026-11-14 07:03 UTC

Tool changes

No tool definition changes recorded. A server's first observation is its baseline; later probes record what changes.

Checks run on what our credential-free, read-only probes observe; tools are never called and no code audit is performed. How it is computed.

Trust 97 / 100

provenance90

liveness100

freshness100

hygiene100

+repository +namespace-matches-repo +website +reachable +uptime-100% +updated-2d-ago

Derived from observable signals (official registry feed and our own credential-free probes); no code audit performed. How it is computed.

Endpoints

remote	auth	reachable	uptime 30d	p50	protocol	last ok
`https://toolgrail.vercel.app/api/mcp/` streamable-http	none	yes	100%	479 ms	2026-07-28	2026-11-14

Tools (5)

`compare_tools`read-only	Get full sourced listings for two to four tools side by side, with the tasks and sectors they share.
`get_tool`read-only	Get the full sourced listing for one tool by slug, including capabilities, integrations, platforms and data considerations.
`list_taxonomy`read-only	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.
`recommend_tools`read-only	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.
`search_tools`read-only	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.

Schemas: list_tools.

Similar MCP servers

Official server.json

{
  "name": "io.github.logicgeek/toolgrail",
  "title": "ToolGrail",
  "$schema": "https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json",
  "remotes": [
    {
      "url": "https://toolgrail.vercel.app/api/mcp/",
      "type": "streamable-http"
    }
  ],
  "version": "1.0.0",
  "repository": {
    "url": "https://github.com/logicgeek/aitoolatlas",
    "source": "github"
  },
  "websiteUrl": "https://toolgrail.vercel.app/",
  "description": "Find and compare AI tools by role, task and industry, with pricing and sources."
}