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Independent measurements of remote MCP servers. Every observation has a timestamp.

Read-only probes

MCP server · Data access / search

Automate & Tweak AI Tools Directory

By automateandtweak.com Verified namespace

Search, filter and compare 1,000+ AI tools by category, pricing and tag. 11 languages.

WebsiteSearch & web data
Connect to Automate & Tweak AI Tools Directory
Checks passed
13 / 22

1 failed · 8 not measured

Median response
505 ms

Median of successful probes over 7 days

30-day uptime
Not measured

Share of countable probes over 30 days, including daily rollups. Auth challenges are excluded.

Discovered tools
9

Tool definitions returned by this server

Independent monitoring

Health & checks

Status history

Outdated check

Last connection measurement is over 24 hours old. Current availability is unknown.

Last checked
Check summary by test group
Test areaPassedFailedUnmeasured
ConnectionCan a client connect and discover tools?
500
Reliability & speedDoes it respond consistently and quickly?
004
Access & authenticationWhat is required to use this server?
102
Tool qualityAre the tool definitions usable by an agent?
400
Publisher identityCan the publisher be traced to its source?
312

Unmeasured means there is not enough evidence to decide. How these checks work

Inspect individual checks 22 recorded

Core

  • Pass
    Reachable

    Latest probe returned HTTP 200 in 505 ms.

  • Pass
    Valid handshake

    protocolVersion 2025-11-25, serverInfo.name automateandtweak.

  • Pass
    Lists tools

    tools/list returned 9 tools.

  • Pass
    Current protocol

    Negotiated 2025-11-25. The bar is 2025-06-18 or newer.

  • Pass
    HTTPS

    The endpoint URL is https.

Performance

  • Not measured
    Fast (p50)

    Median latency 505 ms over 1 samples in 7 days. The bar is 1000 ms. Need at least 5 samples.

  • Not measured
    Consistent (p95)

    95th percentile 505 ms over 1 samples in 7 days. The bar is 3000 ms. Need at least 20 samples.

  • Not measured
    Reliable (uptime)

    1 of 1 attempts returned a tool list in 30 days (100%). The bar is 99%. Need at least 30 samples.

  • Not measured
    Stable tool list

    Fewer than two successful probes in 30 days, so tool-list stability is not measured.

Access

  • Pass
    Open access

    tools/list succeeded with no credential, and the record declares none.

  • Not measured
    Standard auth

    Auth is not required, so the OAuth metadata check does not apply.

  • Not measured
    Free tier cited

    No publisher quote has been checked.

Tools

  • Pass
    Tools described

    Every tool description is at least 20 characters.

  • Pass
    Valid input schemas

    Every inputSchema is a JSON Schema object.

  • Pass
    Parameters documented

    25 of 25 parameters have a description (100%). The bar is 80%.

  • Pass
    Safety hints

    Every tool sets readOnlyHint or destructiveHint.

Publisher

  • Pass
    Verified namespace

    Listed in the Official MCP Registry.

  • Pass
    Website matches publisher

    The website host matches the reverse-domain namespace.

  • Fail
    Source repo linked

    No repository URL is on file.

  • Not measured
    Repo owner matches

    This namespace is not an io.github login, so the owner comparison does not apply.

  • Pass
    Recently updated

    Updated 2026-11-06T11:37:13.76792Z, within 180 days.

  • Not measured
    Open-source licence

    No GitHub repository to ask about a licence.

Start using Automate & Tweak AI Tools Directory

Connect to this server

Choose your client, copy the configuration, then enable the server in your client’s MCP settings.

Run this command in your terminal, then restart Claude Code.

Claude Code

claude mcp add --transport http automate-tweak-ai-tools-directory https://automateandtweak.com/mcp

Capabilities

Tools 9

compare_tools

Side-by-side data for 2 or 3 tools (pricing, categories, pros and cons, rating, website). Includes the canonical comparison page URL when that pair has a public comparison page on the site; this tool never creates comparisons.

Discovered
get_tool

Full public details of one AI tool by slug: description, pricing types and price, categories, tags, listing types, website link, FAQs, pros and cons, similar tools, rating, verified flag, status and canonical URL. For offline or merged tools it says so and returns the replacement or alternatives.

Discovered
list_categories

All active tool categories with localized names, number of live tools and canonical URLs. Use the slug as `category` filter in search_tools / list_tools.

Discovered
list_pricing_types

All active pricing types (free, freemium, subscription, ...) with localized names, number of live tools and canonical URLs. Use the slug as `pricing` filter.

Discovered
list_tags

All active tags with localized names, number of live tools and canonical URLs, most used first. Use the slug as `tag` filter.

Discovered
list_tools

Browse the directory without a search text, filtered by category, tag, listing type and/or pricing type, sorted like the site listing (newest first by default). Paginated: pass the returned `next_cursor` as `cursor` for the next page.

Discovered
list_types

All active listing types (e.g. online tool, app, plugin) with localized names, number of live tools and canonical URLs. Use the slug as `type` filter.

Discovered
new_tools

The most recently listed AI tools (newest first) with listing dates and canonical URLs.

Discovered
search_tools

Free-text search over the AI tools directory (names, aliases, subtitles, descriptions), ranked like the search on automateandtweak.com, with optional category / tag / listing type / pricing filters. Returns compact tool cards with canonical URLs; call get_tool for details.

Discovered

Recent measurements

Probe history

View status
Latest stored probes. Raw probe rows are kept for 14 days.
CheckedResultResponseTools
Connected505 ms9

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