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

Read-only probes

MCP server · Data access / search

There's An AI For That

By theresanaiforthat.com Verified namespace

Search TAAFT for AI tools and retrieve public tool details.

WebsiteSource codeSearch & web data
Connect to There's An AI For That
Checks passed
14 / 22

1 failed · 7 not measured

Median response
803 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
37

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Outdated check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?
103
Access & authenticationWhat is required to use this server?
102
Tool qualityAre the tool definitions usable by an agent?
310
Publisher identityCan the publisher be traced to its source?
402

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 803 ms.

  • Pass
    Valid handshake

    protocolVersion 2025-11-25, serverInfo.name There's An AI For That.

  • Pass
    Lists tools

    tools/list returned 37 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 803 ms over 2 samples in 7 days. The bar is 1000 ms. Need at least 5 samples.

  • Not measured
    Consistent (p95)

    95th percentile 803 ms over 2 samples in 7 days. The bar is 3000 ms. Need at least 20 samples.

  • Not measured
    Reliable (uptime)

    2 of 2 attempts returned a tool list in 30 days (100%). The bar is 99%. Need at least 30 samples.

  • Pass
    Stable tool list

    No tool was removed and no required parameter was added in the last 30 days.

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.

  • Fail
    Parameters documented

    110 of 152 parameters have a description (72%). 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.

  • Pass
    Source repo linked

    A 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 2026-09-02T15:07:46.748908Z, within 180 days.

  • Not measured
    Open-source licence

    The GitHub licence lookup has not returned an OSI result yet.

Start using There's An AI For That

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 there-s-an-ai-for-that https://theresanaiforthat.com/mcp-server/

Capabilities

Tools 37

get_breakthrough

Get one public AI breakthrough by ID.

Discovered
get_company

Get a public AI company profile, valuation, total raised, and paginated company-page collections by slug. Preserve returned URLs exactly.

Discovered
get_country

Get the public TAAFT country identity for a country code returned by search_countries. Preserve returned URLs exactly.

Discovered
get_deal

Get one approved TAAFT partner deal by tool slug, including full tool details. Preserve returned URLs exactly.

Discovered
get_device

Get public details and specifications for one AI device by slug. Preserve returned URLs exactly.

Discovered
get_event

Get public details for one AI event by slug. Preserve returned URLs exactly.

Discovered
get_fundraise

Get public details and participating investors for one AI company fundraising round by ID. Preserve returned URLs exactly.

Discovered
get_investor

Get public details and funding activity for one verified active AI investor by slug. Preserve returned URLs exactly.

Discovered
get_mcp

Get public details for one MCP server by slug. Preserve returned URLs exactly.

Discovered
get_model

Get public details for one AI model by slug. Preserve returned URLs exactly.

Discovered
get_news

Get one public AI news item by ID.

Discovered
get_organization

Get public details, papers, and linked paper authors and companies for one AI organization by slug. Preserve returned URLs exactly.

Discovered
get_paper

Get public details for one published AI research paper by ID or slug. Preserve returned URLs exactly.

Discovered
get_repository

Get public details for one AI repository by its owner/repository slug or numeric ID. Preserve returned URLs exactly.

Discovered
get_robot

Get public details and specifications for one robot by slug. Preserve returned URLs exactly.

Discovered
get_task

Get public details for one TAAFT task category by slug. Preserve returned URLs exactly.

Discovered
get_tool

Get public details for one TAAFT AI tool by slug, including deal details when an approved TAAFT partner offer exists. Use url for the TAAFT page and website_url for the external website. Preserve returned URLs exactly.

Discovered
list_feature_models

List every AI model on one TAAFT feature, in the same order as the feature page. This is a complete listing, not a search: no query, no relevance ranking, nothing missing and nothing extra. Each model carries the full get_model fields. Preserve returned URLs exactly.

Discovered
list_feature_tools

List every AI tool on one TAAFT feature, in the same order as the feature page. This is a complete listing, not a search: no query, no relevance ranking, nothing missing and nothing extra. Each tool carries the full get_tool fields, including deal details when an approved TAAFT partner offer exists. Preserve returned URLs exactly.

Discovered
list_features

List every TAAFT feature with its id, name, slug, TAAFT URL, tool count, and model count. This is a complete alphabetical listing, not a search: there is no query and no relevance ranking. Call it with no arguments to list everything. Preserve returned URLs exactly.

Discovered
search_breakthroughs

Search public AI breakthroughs by keyword, time frame, topic, source, and importance. An omitted or empty query lists matching items.

Discovered
search_companies

Search and filter public TAAFT companies by name, description, industry, and products. Exact company names rank first.

Discovered
search_countries

Search TAAFT country pages for AI companies and activity by country.

Discovered
search_deals

List or search TAAFT partner deals. Results use the same approved offers as the public deals page and include full tool details plus the TAAFT code, discount, plan, terms, trial, and expiry data when known.

Discovered
search_devices

Search and compare AI devices by name, description, specifications, type, use case, maker, and linked task. Supports hardware filters and sorting.

Discovered
search_events

Search the TAAFT catalog for AI events by name.

Discovered
search_fundraises

Search and list public AI company fundraising rounds. Filter by company name, round type, announcement date, or participating investor slug, and sort by announcement date.

Discovered
search_investors

Search or browse verified active investors in AI companies. Results include investor type, headquarters country, investment stages, and public fundraise count.

Discovered
search_mcps

Search and recommend MCP servers by name, description, capabilities, protocol tools, company, task, and category. The query is optional; use filters or sort to browse the directory.

Discovered
search_models

Search the TAAFT catalog for AI models by model name.

Discovered
search_news

Search public AI news by keyword, time frame, topic, source, and importance. An omitted or empty query lists matching items.

Discovered
search_organizations

Search and browse AI organizations. Exact names, short names, and derived acronyms rank first. Filter by type, country, or industry, and sort by paper count or latest activity.

Discovered
search_papers

Search the TAAFT catalog for published AI research papers by title, optionally filtered by organization slug. Preserve returned URLs exactly.

Discovered
search_repositories

Search AI repositories by name, description, README, topics, owner, or linked TAAFT company. Results rank relevant, popular, official repositories first unless a sort is selected.

Discovered
search_robots

Search and compare robots by name, description, specifications, type, use case, maker, and linked task. Supports hardware filters and sorting.

Discovered
search_tasks

Search TAAFT task categories for capabilities or jobs that users want AI tools to perform.

Discovered
search_tools

Search the TAAFT directory for AI tools that match a query. Each result includes deal details when an approved TAAFT partner offer exists. Use url for TAAFT pages and website_url for external websites. Preserve returned URLs exactly.

Discovered

Recent measurements

Probe history

View status
Latest stored probes. Raw probe rows are kept for 14 days.
CheckedResultResponseTools
Connected803 ms37
Connected803 ms37

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