protogrid

Search / io.github.shibley/aisotools

AISOTools

R0· no sign-in

Search, compare, and find alternatives across a catalog of 3,000+ AI tools.

v0.1.3 · active · repository · website · descriptor JSON · versions

An agent can connect right now, no human step.Remote endpoint, no authentication, reachable on the last probe.
Quality79good
Trust94of 100
Uptime, 30 days97%
Latency p50226 ms

Connect

8 clients · secrets stay placeholders
{
  "mcpServers": {
    "aisotools": {
      "type": "http",
      "url": "https://aisotools.com/api/mcp"
    }
  }
}
claude mcp add --transport http aisotools https://aisotools.com/api/mcp
[mcp_servers.aisotools]
url = "https://aisotools.com/api/mcp"
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "aisotools": {
      "type": "remote",
      "url": "https://aisotools.com/api/mcp",
      "enabled": true
    }
  }
}
{
  "mcpServers": {
    "aisotools": {
      "type": "http",
      "url": "https://aisotools.com/api/mcp"
    }
  },
  "deeplink": "cursor://anysphere.cursor-deeplink/mcp/install?name=aisotools&config=eyJ0eXBlIjoiaHR0cCIsInVybCI6Imh0dHBzOi8vYWlzb3Rvb2xzLmNvbS9hcGkvbWNwIn0%3D"
}
{
  "servers": {
    "aisotools": {
      "type": "http",
      "url": "https://aisotools.com/api/mcp"
    }
  }
}
{
  "mcpServers": {
    "aisotools": {
      "httpUrl": "https://aisotools.com/api/mcp"
    }
  }
}
extensions:
  "aisotools":
    enabled: true
    name: "aisotools"
    type: streamable_http
    uri: "https://aisotools.com/api/mcp"
    timeout: 300

Quality 79 / 100good

protocol75 · weight 25
  • warn
    protocol.modernnewest supported version is 2025-06-18; 2026-07-28 not supported, older versions are deprecated until 2027-07-28
  • n/a
    protocol.statelessonly applies to 2026-07-28 servers
  • pass
    protocol.transportstreamable HTTP
  • n/a
    protocol.list_ttlonly applies to 2026-07-28 servers
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 hygiene71 · weight 30
  • pass
    tools.descriptionsevery tool has a description
  • pass
    tools.description_lengthdescriptions are concise
  • pass
    tools.schemasevery tool has an object input schema
  • fail
    tools.annotationsno tool declares readOnlyHint or destructiveHint, so clients cannot tell safe calls from risky ones
  • fail
    tools.directory_hintsno tool declares all four of readOnlyHint, destructiveHint, idempotentHint and openWorldHint; missing: find_ai_tool_alternatives (readOnlyHint, destructiveHint, idempotentHint, openWorldHint); search_ai_tools (readOnlyHint, destructiveHint, idempotentHint, openWorldHint); list_ai_tool_categories (readOnlyHint, destructiveHint, idempotentHint, openWorldHint); …
  • pass
    tools.token_costabout 592 tokens to load every tool
  • pass
    tools.api_dumptools are not a one-to-one API dump
stability100 · weight 15
  • pass
    stability.changesno tool changes in 30 days
  • pass
    stability.rug_pullno tool changed its meaning under the same name
dependenciesn/a · weight 15
  • n/a
    deps.known_vulns, deps.mcp_sdk_version, deps.resolvableno npm or PyPI package

5 tools, about 592 tokens to load them all · tool set 51019711362a · checked 2026-10-20 11:40 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 94 / 100

provenance90
liveness99
freshness85
hygiene100

+repository +namespace-matches-repo +website +reachable +uptime-97% ~updated-43d-ago

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

Endpoints

remoteauthreachableuptime 30dp50protocollast ok
https://aisotools.com/api/mcp streamable-httpnoneyes97%226 ms2025-06-182026-10-20

Tools (5)

compare_ai_toolsSide-by-side comparison of 2-5 AI tools: pricing, rating, features, pros and cons. Use when the user is choosing between named products.
find_ai_tool_alternativesAlternatives to a given AI tool, drawn from the catalog's curated alternative lists and falling back to same-category tools. Use when the user wants to replace or switch off a product.
get_ai_toolFull catalog record for one AI tool: description, features, pros, cons, who it is best for, pricing tiers, and alternatives. Accepts a slug or a display name.
list_ai_tool_categoriesEvery category in the AISOTools catalog with its slug, subcategories, and how many tools it contains. Use the slugs to filter search_ai_tools.
search_ai_toolsSearch the AISOTools catalog of AI tools by keyword, category, and pricing model. Returns ranked summaries with the canonical aisotools.com page for each result. Use this first when the user asks which AI tool does something. `matched` is how many tools matched in total and `returned` is how many came back — when `truncated` is true there are more, so do not tell the user the catalog only contains what this page returned; raise `limit` (max 50) instead.

Schemas: list_tools.

Similar MCP servers

More from io.github.shibley

Official server.json
{
  "name": "io.github.shibley/aisotools",
  "title": "AISOTools",
  "$schema": "https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json",
  "remotes": [
    {
      "url": "https://aisotools.com/api/mcp",
      "type": "streamable-http"
    }
  ],
  "version": "0.1.3",
  "repository": {
    "url": "https://github.com/shibley/aisotools-mcp-server",
    "source": "github"
  },
  "websiteUrl": "https://aisotools.com",
  "description": "Search, compare, and find alternatives across a catalog of 3,000+ AI tools."
}