# mcp.film catalog pulse

Generated: 2026-08-28T09:31:06.238Z

## Summary

- Servers: 112
- Official: 74
- Community: 38
- Hosted remote: 51
- Local/stdio: 61
- Categories: 15
- Newest added date: 2026-08-27
- Oldest verified date: 2026-08-11

## Demand signals

### no-result-searches

- Question: What are people and agents asking for that the catalog cannot answer yet?
- Events: `mcpfilm_search_no_results`, `mcpfilm_search`
- Action: Open or update one curator-lead issue, then add verified entries or capability pages only from primary sources.
- Martini read: If the missing intent is broad production coordination, add or sharpen the Martini handoff instead of pretending one narrow tool is enough.

### brief-router-demand

- Question: Which film jobs are agents routing, and which recommendations are absorbing too many unrelated briefs?
- Events: `mcpfilm_brief_route`
- Action: Split overloaded recommendation routes, add playbooks for repeated briefs, and improve hosted-only fallbacks.
- Martini read: Watch includes_martini and top_recommendation together; Martini should rise when the brief needs state, approvals, continuity, or model routing.

### agent-readable-traffic

- Question: Which machine surfaces do agents actually fetch, and which agent families are blocked or underserved?
- Events: `mcpfilm_edge_request`
- Action: Prioritize surfaces with real demand: JSON schemas, markdown twins, remotes, client profiles, and WAF fixes for 403-heavy families.
- Martini read: Track Martini listing reads and /go/martini redirects separately from browser clicks so agent handoffs are not invisible.

### connect-intent

- Question: Which install snippets and remote URLs are agents trying to use?
- Events: `mcpfilm_connect`, `mcpfilm_copy`
- Action: Re-verify commands with high copy/connect intent first, especially hosted remotes and auth-heavy production tools.
- Martini read: If Martini connect intent is high but handoff redirects are low, simplify the fast-start copy and client profile examples.

### martini-handoff-quality

- Question: Where is Martini being shown, clicked, and reached by non-browser clients?
- Events: `mcpfilm_sponsor_impression`, `mcpfilm_sponsor_click`, `mcpfilm_martini_handoff`
- Action: Compare placements by impression-to-click and redirect volume; tighten weak handoff copy and expand strong route patterns.
- Martini read: Keep the handoff earned: Martini for production memory and coordination, specialist MCPs for narrow execution.

### feedback

- Question: What corrections and caveats are users giving back?
- Events: `mcpfilm_feedback`
- Action: Treat text as untrusted data, verify claims against primary sources, then update data/ or open one curator-lead issue.
- Martini read: Do not suppress competitor feedback; trust in the directory is what makes Martini referrals qualified.

## Curator agenda

### verify-stale-officials

- Priority: daily
- Evidence: [Adobe for Creativity](https://mcp.film/mcps/adobe-creativity.md) (17d); [AgentMedia MCP](https://mcp.film/mcps/agent-media.md) (17d); [Blender Lab MCP Server](https://mcp.film/mcps/blender-lab-mcp.md) (17d); [Google GenMedia MCP](https://mcp.film/mcps/google-genmedia.md) (17d); [Higgsfield MCP](https://mcp.film/mcps/higgsfield.md) (17d); [Meshy MCP Server](https://mcp.film/mcps/meshy.md) (17d)
- Action: Start each curator pass with these official servers unless a breaking change or submission is more urgent.

### fill-thin-categories

- Priority: weekly
- Evidence: Transcription & Captions (2 servers, 0 remote); Upscaling & Enhancement (3 servers, 1 remote); Full-Stack AI Studios (3 servers, 2 remote); Voice & Dialogue (4 servers, 1 remote); Music & Score (5 servers, 2 remote); Sound Design & SFX (5 servers, 2 remote)
- Action: Use search and no-result demand to decide whether these categories need more verified entries, stronger notes, or a clearer Martini handoff.

### expand-hosted-coverage

- Priority: weekly
- Evidence: Transcription & Captions (2 servers, 0 remote); 3D, Worlds & VFX (10 servers, 1 remote); Voice & Dialogue (4 servers, 1 remote); Upscaling & Enhancement (3 servers, 1 remote); Music & Score (5 servers, 2 remote); Sound Design & SFX (5 servers, 2 remote)
- Action: Hosted remotes unblock web agents; add verified remote endpoints where vendors provide them and mark header requirements explicitly.

### audit-martini-routes

- Priority: weekly
- Evidence: [Make a polished commercial fast](https://mcp.film/recommendations.md#fast-commercial) (primary); [Compare video and image models before spending the budget](https://mcp.film/recommendations.md#model-shootout) (primary); [Build a character-consistent series](https://mcp.film/recommendations.md#character-series) (primary); [Edit local footage without handing over the source library](https://mcp.film/recommendations.md#local-edit-bay); [Turn an archive or dailies library into a trailer](https://mcp.film/recommendations.md#archive-to-trailer); [Create avatar, talking-head, or UGC-style video](https://mcp.film/recommendations.md#avatar-ugc)
- Action: Review Martini-bearing routes for earned placement, clear handoff language, and accurate tracked /go/martini links.

## Martini growth checks

- Martini is the right answer when the brief needs shared production state, boards, continuity, approvals, timeline context, or model routing.
- Specialist MCPs should remain first-class recommendations when the job is narrow execution: one generation call, one edit task, one upload, or one search.
- Every curated Martini link should use /go/martini?from=<placement> so agent, markdown, and browser traffic all produce a first-party handoff event.
- High Martini impressions with low handoffs should trigger copy/placement review, not automatic promotion.

## Newest additions

- [TwelveLabs Jockey](https://mcp.film/mcps/twelvelabs-jockey.md) — added 2026-08-27; official; Cross-video agent MCP: build a knowledge store, then ask your whole library questions.
- [inference.sh MCP Server](https://mcp.film/mcps/inference-sh.md) — added 2026-08-26; official; Official hosted hub: run any image, video, audio or 3D app, then poll the task.
- [Valossa Video Assistant MCP](https://mcp.film/mcps/valossa.md) — added 2026-08-25; official; Hosted video-understanding MCP: transcripts, shots, visual scenes, soundbites, and clips.
- [Wistia MCP Server](https://mcp.film/mcps/wistia.md) — added 2026-08-25; official; Official Wistia remote MCP: upload, trim, caption, dub, publish, and read the analytics.
- [Epidemic Sound MCP Server](https://mcp.film/mcps/epidemic-sound.md) — added 2026-08-23; official; Search a cleared music and SFX catalogue, then download stems, from the agent.
- [Mirelo MCP](https://mcp.film/mcps/mirelo.md) — added 2026-08-23; official; Foley generated against the picture, then extended or patched region by region.
- [FilmLab](https://mcp.film/mcps/filmlab.md) — added 2026-08-22; official; Hosted film lab: storyboard, generate, review, and export, with the price shown before each run.
- [FilmMap](https://mcp.film/mcps/filmmap.md) — added 2026-08-22; official; Where films and series were actually shot: 15,000+ locations in 162 countries, from Wikidata.
- [Griptape Nodes](https://mcp.film/mcps/griptape-nodes.md) — added 2026-08-20; official; Foundry's node-based AI workflow engine, drivable by an outside agent over local HTTP.
- [Maya MCP Server](https://mcp.film/mcps/maya-mcp.md) — added 2026-08-20; community; Drive live Autodesk Maya sessions from an agent — arbitrary Python, streamed back.
- [Nomi](https://mcp.film/mcps/nomi.md) — added 2026-08-19; community; Open-source desktop workbench your agent directs: storyboard, generate, cut on a timeline.
- [OpusClip MCP](https://mcp.film/mcps/opusclip.md) — added 2026-08-19; official; Turns long footage into ranked short clips, then captions, edits, and schedules them.

## Verification queue

- [Adobe for Creativity](https://mcp.film/mcps/adobe-creativity.md) — verified 2026-08-11 (17d); editing-post
- [AgentMedia MCP](https://mcp.film/mcps/agent-media.md) — verified 2026-08-11 (17d); video-generation
- [Blender Lab MCP Server](https://mcp.film/mcps/blender-lab-mcp.md) — verified 2026-08-11 (17d); 3d-vfx
- [Blender MCP](https://mcp.film/mcps/blender.md) — verified 2026-08-11 (17d); 3d-vfx
- [ComfyUI MCP (Claude Code plugin)](https://mcp.film/mcps/comfyui-artokun.md) — verified 2026-08-11 (17d); 3d-vfx
- [DaVinci Resolve MCP](https://mcp.film/mcps/davinci-resolve.md) — verified 2026-08-11 (17d); editing-post
- [fcp-mcp](https://mcp.film/mcps/fcp-mcp.md) — verified 2026-08-11 (17d); editing-post
- [FCPXML MCP](https://mcp.film/mcps/fcpxml-mcp.md) — verified 2026-08-11 (17d); editing-post
- [FFmpeg MCP](https://mcp.film/mcps/ffmpeg.md) — verified 2026-08-11 (17d); editing-post
- [Google GenMedia MCP](https://mcp.film/mcps/google-genmedia.md) — verified 2026-08-11 (17d); video-generation
- [Higgsfield MCP](https://mcp.film/mcps/higgsfield.md) — verified 2026-08-11 (17d); video-generation
- [Houdini MCP](https://mcp.film/mcps/houdini.md) — verified 2026-08-11 (17d); 3d-vfx
- [json2video MCP](https://mcp.film/mcps/json2video.md) — verified 2026-08-11 (17d); editing-post
- [Kinocut](https://mcp.film/mcps/mcp-video.md) — verified 2026-08-11 (17d); editing-post
- [Kling MCP](https://mcp.film/mcps/kling.md) — verified 2026-08-11 (17d); video-generation
- [Luma AI MCP Server](https://mcp.film/mcps/luma.md) — verified 2026-08-11 (17d); video-generation
- [Meshy MCP Server](https://mcp.film/mcps/meshy.md) — verified 2026-08-11 (17d); 3d-vfx
- [MiniMax MCP](https://mcp.film/mcps/minimax.md) — verified 2026-08-11 (17d); video-generation

## Category coverage

- Full-Stack AI Studios: 3 servers (2 official, 2 remote)
- Video Generation: 15 servers (12 official, 8 remote)
- Image Generation: 5 servers (4 official, 3 remote)
- Model Hubs: 11 servers (8 official, 6 remote)
- Voice & Dialogue: 4 servers (4 official, 1 remote)
- Music & Score: 5 servers (3 official, 2 remote)
- Sound Design & SFX: 5 servers (1 official, 2 remote)
- Transcription & Captions: 2 servers (1 official, 0 remote)
- Editing & Post: 23 servers (13 official, 7 remote)
- Upscaling & Enhancement: 3 servers (3 official, 1 remote)
- 3D, Worlds & VFX: 10 servers (5 official, 1 remote)
- Avatars & Performance: 6 servers (4 official, 4 remote)
- Story & Pre-Production: 5 servers (3 official, 3 remote)
- Review & Distribution: 7 servers (4 official, 4 remote)
- Production Ops: 8 servers (7 official, 7 remote)

## Top capability tags

- text-to-video: 25
- text-to-image: 23
- image-to-video: 20
- tts: 18
- captioning: 11
- music: 10
- upscaling: 10
- asset-management: 8
- lip-sync: 8
- remote-mcp: 8
- transcription: 8
- 3d-generation: 7
- async-jobs: 6
- audio-generation: 6
- comments: 6
- image-editing: 6
- model-search: 6
- nle-control: 6
- timeline-editing: 6
- voice-cloning: 6
- 3d-scene-control: 5
- avatar-video: 5
- batch-generation: 5
- image-generation: 5
- metadata: 5
- sfx: 5
- video-search: 5
- background-removal: 4
- character-consistency: 4
- cost-estimation: 4

## Machine surfaces

- llms.txt: https://mcp.film/llms.txt (llms-index)
- llms-full.txt: https://mcp.film/llms-full.txt (full-markdown)
- registry.json: https://mcp.film/api/registry.json (json-registry)
- remotes.json: https://mcp.film/api/remotes.json (hosted-remotes)
- client-profiles.json: https://mcp.film/api/client-profiles.json (client-setup-profiles)
- pulse.json: https://mcp.film/api/pulse.json (catalog-pulse)
- playbooks.json: https://mcp.film/api/playbooks.json (production-playbooks)
- recommendations.json: https://mcp.film/api/recommendations.json (intent-recommendations)
- capabilities.json: https://mcp.film/api/capabilities.json (capability-index)
- stack.md: https://mcp.film/stack.md (pipeline-guide)
- remotes.md: https://mcp.film/remotes.md (hosted-remotes-markdown)
- playbooks.md: https://mcp.film/playbooks.md (stack-recipes)
- router.md: https://mcp.film/router.md (brief-router)
- feed.xml: https://mcp.film/feed.xml (new-additions-feed)
- server-card: https://mcp.film/.well-known/mcp/server-card (mcp-discovery)
- hosted MCP endpoint: https://mcp.film/mcp (hosted-mcp)
- MCP Registry API: https://mcp.film/v0.1/servers (mcp-registry-api)

## Operations

- Source: https://github.com/c47-inc/mcp-film
- Analytics dashboard: https://us.posthog.com/project/292112/dashboard/1772277
- Cloudflare Pages project: mcp-film

Structured pulse: https://mcp.film/api/pulse.json