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Evidence for your next connection.

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

Read-only probes

MCP server · AI / LLM tooling

Shortform Kit

Transcribe, read and download public Reels, TikToks and YouTube videos, plus sourced creator data

Checks passed
15 / 22

0 failed · 7 not measured

Median response
96 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

Responded

The server completed its last measured handshake. This is an observation, not a guarantee.

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?
400
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 88 ms.

  • Pass
    Valid handshake

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

  • 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 96 ms over 2 samples in 7 days. The bar is 1000 ms. Need at least 5 samples.

  • Not measured
    Consistent (p95)

    95th percentile 102 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.

  • 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.

  • Not measured
    Website matches publisher

    This namespace is not a reverse domain, so the website comparison does not apply.

  • Pass
    Source repo linked

    A repository URL is on file.

  • Pass
    Repo owner matches

    The GitHub repository owner matches the namespace login.

  • Pass
    Recently updated

    Updated 2026-10-15T23:12:41.626096Z, within 180 days.

  • Not measured
    Open-source licence

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

Start using Shortform Kit

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 shortform-kit https://shortformkit.com/mcp

Capabilities

Tools 9

creator_monetization

Look up sourced 2026 creator-income data. topic=programs lists monetization programs with eligibility (subscribers, watch hours, views) and status; rpm_by_niche and rpm_by_country give earnings per 1,000 views as low, high and median; engagement_benchmarks gives typical engagement rates; sponsorship_rates gives price ranges per post. Every row carries its sources. Use it to answer 'how much does X pay' or 'what do I need to monetize'; for a concrete earnings estimate from a view count use estimate_youtube_earnings instead. Offline data, max 40 rows.

Discovered
download_media

Create a temporary download of a public post. Returns a job object with status and, when done, download_url (valid 15 minutes) plus job_status_url to poll if it is still running after about 100 seconds. Use kind=video for MP4, audio for MP3, image for photo posts and carousels, thumbnail for the cover, frame for a still at one timestamp. For the spoken text use transcribe_video instead. Videos up to 12 hours. Only for content the user made, has permission to use, or that is freely licensed. Music is refused: songs, music videos, YouTube Music and copyrighted sounds return an error, do not try to work around it.

Discovered
estimate_youtube_earnings

Estimate YouTube ad revenue for a channel from its monthly views. Returns the RPM range in USD, monthly and yearly USD ranges, the model used and a link to the interactive calculator. Ads only, no sponsorships or memberships. Use creator_monetization for the underlying RPM tables and program requirements.

Discovered
get_video_info

Read the metadata of a public Instagram, YouTube, TikTok, X, Facebook or Pinterest post without downloading it. Returns platform, title, uploader, duration in seconds, available video heights, whether it has video/audio, gallery size, caption, hashtags and thumbnail URL. Use it first to check a link or pick a quality; use download_media to get the file and transcribe_video for the spoken words. Shares the website's limit of 30 requests per minute.

Discovered
loudness_and_subtitles

Look up delivery standards for audio and captions. topic=loudness_targets gives integrated loudness (LUFS) and true-peak limits for Spotify, Apple Music, YouTube, Netflix, Prime Video, EBU R128, ATSC A/85, podcasts and social video; subtitle_standards gives characters per line, lines, reading speed and timing rules (Netflix, BBC and others); frame_rates_timecode explains frame rates and drop-frame timecode. Every value sourced. Use it when mixing, exporting or captioning for a platform. Offline data, max 40 rows.

Discovered
social_video_specs

Look up 2026 upload specs for Instagram, TikTok, YouTube, Facebook, X, LinkedIn, Pinterest, Snapchat and Threads: aspect ratio, resolution, max length, file size, caption and hashtag limits, each row with official source links, plus recent spec changes. Use it before exporting or cropping a video for a platform. Offline data, no network calls; empty filters return every row.

Discovered
transcribe_video

Transcribe the speech of a public video, Reel, TikTok or Short with Whisper on the server. Returns the plain text plus segments with start and end times; waits up to 4 minutes, otherwise returns job_status_url to poll. Use it for captions, quotes, summaries or hooks; use get_video_info if you only need the written caption. Up to 20 minutes of audio per run, one transcription at a time server-wide, so cut long videos with start/end.

Discovered
youtube_channel_id

Resolve a YouTube channel to its permanent channel ID (UC...). Returns channel ID, name, handle, channel URL and the RSS feed URL. Use it when an API, embed, RSS reader or analytics tool needs the UC ID; any video link of the channel works too. Not for statistics like subscriber counts.

Discovered
youtube_thumbnail_trends

Get this week's measured thumbnail trends of the most-viewed new YouTube videos in 10 niches: share of thumbnails with faces, text and big text, brightness, dominant colours, title length, plus top example videos. Without a niche it returns the overall stats and the list of niches. Use it when designing or reviewing a thumbnail; the data refreshes weekly.

Discovered

Recent measurements

Probe history

View status
Latest stored probes. Raw probe rows are kept for 14 days.
CheckedResultResponseTools
Connected88 ms9
Connected103 ms9