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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

FrameThrower

Film stills from 5,489 films, searchable by lighting, lens character, shot size, colour and mood.

Checks passed
15 / 22

1 failed · 6 not measured

Median response
602 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
16

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?
310
Publisher identityCan the publisher be traced to its source?
501

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 595 ms.

  • Pass
    Valid handshake

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

  • Pass
    Lists tools

    tools/list returned 16 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 602 ms over 2 samples in 7 days. The bar is 1000 ms. Need at least 5 samples.

  • Not measured
    Consistent (p95)

    95th percentile 608 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

    122 of 188 parameters have a description (65%). 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 2026-08-12T13:27:50.57086Z, within 180 days.

  • Pass
    Open-source licence

    GitHub reports an OSI licence.

Start using FrameThrower

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 framethrower https://framethrower.ai/api/mcp

Capabilities

Tools 16

commercials_profile

The track record of a brand, director, agency, production company, DP, editor or composer in FrameThrower's ads library: how many spots, which years, who they work with (clients, agencies, directors, production companies), awards by show, typical tones and genres, their best and most recent work — and, for directors / agencies / production companies with a public page, the researched profile (description, founded, HQ, website).

Discovered
commercials_stats

Count and rank the ads library: how many commercials match a filter, broken down by any of brand, director, agency, production, dp, editor, music, industry, market, year, genre, structure, format, tone, trope, award_show, season. E.g. "which agencies won the most Cannes Lions for car ads since 2015" = fields [agency], award_show Cannes Lions, industry Auto, year_min 2015.

Discovered
find_animation_titles

Find animated SERIES and FILMS (animation library only — mostly anime, plus Western animation) that fit what the user is making — by a story brief in plain words ("a quiet coming-of-age story about two sisters in a seaside town, bittersweet, summer"), by a title it should be like (like: "Akira"), by a LOOK (an image or frame ids — titles whose frames look like it), and/or by genre, theme, style, studio, movie/series and year. Signals combine. Returns each title with studio, director, genres, themes, its look, a synopsis, a poster, and for a look search the frames that matched.

Discovered
find_by_craft

Find frames by specific cinematography craft attributes — lens character, shot size, visual style, setting, time of day, director, or year range. All optional; combine to narrow. Use this to refine a search precisely.

Discovered
find_similar

Find frames visually/semantically similar to a given frame id (from a prior result). Use this to pull more references like one the user shortlisted.

Discovered
get_animation_sequence

A frame in its sequence: the shots just before and after it in the same episode / film, in order, each with its still and caption — to see how a moment is built, or to lay a beat out across several canvas panels. With clips: true, each shot's clip plus the continuous "run" video that covers them (run_url, with from/to seconds).

Discovered
get_animation_title

One anime series or film in depth, by slug or name: synopsis, studio and key credits, main characters, genres, themes, its look, the trailer, how many shots are indexed, titles with a similar look and a similar story, and sample frames spread across it (frames: 0–24, default 6).

Discovered
get_commercial

The full breakdown of one commercial by id: idea, logline, tagline, product, audience, every credit by role (director, agency, production company, DP, editor, music, post, sound, VFX), every award (show, year, level, category), craft numbers (shots, average shot length, cuts per minute, when the product / brand / emotional peak / end card land), the script with timings, and the shot list (caption, tags and still per shot; with clips: true, each shot's clip too).

Discovered
get_frame_details

Get the full metadata + preview thumbnail + full-resolution image URL + depth map URL + link for a single frame id. The depth map is precomputed and free — use it when the user is generating images and needs the composition or camera geometry of this frame.

Discovered
search_animation_frames

Find frames in FrameThrower's ANIMATION library — animated series and films only, never live-action (mostly anime, plus Western animation; the whole of every title, not a sample) for a scene, a moment or a CHARACTER LOOK, described in plain words: "a girl on a rooftop at dusk watching the city lights", "two kids running through a summer field", "a tall man with a scarred face and a long black coat, rain". Narrow by title, genre, theme, style (80s cel, watercolour, neon night…), studio, movie/series and year. Each frame has a caption of what is in it, a 640px still for looking at, the full-size still, the frame id and a link. At most 3 frames per title unless per_title says otherwise.

Discovered
search_commercial_shots

Find individual SHOTS inside commercials by what is in the frame ("hand pouring beer in slow motion", "car drifting at night in the rain", "family laughing at a kitchen table"), with shot tags (size, angle, setting, time of day, lighting, mood, people, product / logo visible) and any commercial-level filter (brand, director, agency, award show, year…). Each shot has its still, its tags and a link to the exact moment; with clips: true, also a short clip of just that shot.

Discovered
search_commercials

Find whole COMMERCIALS (TV / online spots) in FrameThrower's ads library by idea, story or brief ("two rival neighbours outdo each other at Christmas", "a product demo told as a heist") and/or by facts: brand, director, agency, production company, DP, editor, award show and level, year, industry, market, tone, genre, structure, season. Without a query it lists matching spots, award winners first. Returns each spot with brand, title, year, credits, best award, logline, a still and a link to watch it.

Discovered
search_frames

Search the FrameThrower cinematography reference library by concept, mood, color, composition, or scene. Returns reference frames with film/credits metadata, a preview thumbnail, the full-resolution image URL (use this one for slide decks and documents), a precomputed DEPTH MAP url (greyscale, same dimensions as the frame — pass it straight to a depth ControlNet or any image-to-image pipeline that wants geometry), and a link to view on FrameThrower.

Discovered
similar_animation_frames

More ANIMATION frames (animation library only) like ones the user already has — frame ids from earlier results ("more like #2"), or ANY IMAGE: a generated frame on their canvas, an upload, a sketch (pass an http(s) URL or a data: URL, e.g. data:image/png;base64,… for a local file). by = look (composition, drawing and rendering — the default), colour (the palette) or content (what is in it). Same filters as search_animation_frames; other_titles: true keeps it to titles other than the seed frames'.

Discovered
similar_commercial_shots

More shots that look like the given shot ids (from earlier results or a shot list) — the refine loop: "more like #2". Takes the same shot tags and commercial filters to steer.

Discovered
similar_commercials

Commercials like a given one — by STORY (similar idea, tropes and tone) or by LOOK (similar shots: light, framing, palette). Accepts the same filters as search_commercials to narrow (e.g. only award winners, only another brand).

Discovered

Recent measurements

Probe history

View status
Latest stored probes. Raw probe rows are kept for 14 days.
CheckedResultResponseTools
Connected595 ms16
Connected609 ms16