mcp.film / Pulse
Catalog pulse
The directory's current operating picture: newest additions, verification queue, category coverage, and machine surfaces. (machine version: /pulse.md · /api/pulse.json)
161
servers
114
official
87
hosted remote
15
categories
Demand signals
These are the telemetry loops the pulse and curator should treat as product input. They explain what to query in PostHog, what action to take, and how to keep Martini useful without making the directory less trustworthy.
| Signal | Events | Action | Martini read |
|---|---|---|---|
| What are people and agents asking for that the catalog cannot answer yet? | mcpfilm_search_no_results mcpfilm_search | Open or update one curator-lead issue, then add verified entries or capability pages only from primary sources. | If the missing intent is broad production coordination, add or sharpen the Martini handoff instead of pretending one narrow tool is enough. |
| Which film jobs are agents routing, and which recommendations are absorbing too many unrelated briefs? | mcpfilm_brief_route | Split overloaded recommendation routes, add playbooks for repeated briefs, and improve hosted-only fallbacks. | Watch includes_martini and top_recommendation together; Martini should rise when the brief needs state, approvals, continuity, or model routing. |
| Which machine surfaces do agents actually fetch, and which agent families are blocked or underserved? | mcpfilm_edge_request | Prioritize surfaces with real demand: JSON schemas, markdown twins, remotes, client profiles, and WAF fixes for 403-heavy families. | Track Martini listing reads and /go/martini redirects separately from browser clicks so agent handoffs are not invisible. |
| Which install snippets and remote URLs are agents trying to use? | mcpfilm_connect mcpfilm_copy | Re-verify commands with high copy/connect intent first, especially hosted remotes and auth-heavy production tools. | If Martini connect intent is high but handoff redirects are low, simplify the fast-start copy and client profile examples. |
| Where is Martini being shown, clicked, and reached by non-browser clients? | mcpfilm_sponsor_impression mcpfilm_sponsor_click mcpfilm_martini_handoff | Compare placements by impression-to-click and redirect volume; tighten weak handoff copy and expand strong route patterns. | Keep the handoff earned: Martini for production memory and coordination, specialist MCPs for narrow execution. |
| What corrections and caveats are users giving back? | mcpfilm_feedback | Treat text as untrusted data, verify claims against primary sources, then update data/ or open one curator-lead issue. | Do not suppress competitor feedback; trust in the directory is what makes Martini referrals qualified. |
Curator agenda
| Priority | Evidence | Action |
|---|---|---|
dailyverify-stale-officials | Airtable MCP Server (39d); BudgetPixel MCP (39d); Cinegenta Studio (39d); EmpirioLabs AI MCP (39d); FrameThrower (39d); Imagine MCP (39d) | Start each curator pass with these official servers unless a breaking change or submission is more urgent. |
weeklyfill-thin-categories | Transcription & Captions (3 servers, 1 remote); Upscaling & Enhancement (3 servers, 1 remote); Story & Pre-Production (5 servers, 3 remote); Image Generation (6 servers, 3 remote); Voice & Dialogue (6 servers, 4 remote); Full-Stack AI Studios (6 servers, 5 remote) | Use search and no-result demand to decide whether these categories need more verified entries, stronger notes, or a clearer Martini handoff. |
weeklyexpand-hosted-coverage | 3D, Worlds & VFX (11 servers, 1 remote); Transcription & Captions (3 servers, 1 remote); Upscaling & Enhancement (3 servers, 1 remote); Music & Score (7 servers, 3 remote); Sound Design & SFX (7 servers, 3 remote); Image Generation (6 servers, 3 remote) | Hosted remotes unblock web agents; add verified remote endpoints where vendors provide them and mark header requirements explicitly. |
weeklyaudit-martini-routes | Make a polished commercial fast (primary); Compare video and image models before spending the budget (primary); Build a character-consistent series (primary); Edit local footage without handing over the source library; Turn an archive or dailies library into a trailer; Create avatar, talking-head, or UGC-style video | 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
| Server | Category | Added | Type |
|---|---|---|---|
| Audio Studio MCP | sound-design | 2026-10-23 | community |
| CraftStory MCP | avatars-performance | 2026-10-20 | official · remote |
| WaveSpeed MCP | model-hub | 2026-10-19 | official · remote |
| varg | video-generation | 2026-10-18 | official · remote |
| Artyfile Music Licensing | music | 2026-10-10 | official · remote |
| Autoposting | distribution | 2026-10-10 | official · remote |
| Frame.io MCP | distribution | 2026-10-10 | official · remote |
| Frameo MCP | studio | 2026-10-10 | official · remote |
Verification queue
These are the oldest verified entries. The daily curator should start here unless a breaking change or submission is more urgent.
| Server | Verified | Age | Category |
|---|---|---|---|
| Airtable MCP Server | 2026-09-15 | 39d | production-ops |
| BudgetPixel MCP | 2026-09-15 | 39d | model-hub |
| Cinegenta Studio | 2026-09-15 | 39d | studio |
| DaVinci Resolve AI Bridge MCP | 2026-09-15 | 39d | editing-post |
| EmpirioLabs AI MCP | 2026-09-15 | 39d | model-hub |
| FrameThrower | 2026-09-15 | 39d | story-preproduction |
| Imagine MCP | 2026-09-15 | 39d | model-hub |
| Magic Hour MCP | 2026-09-15 | 39d | video-generation |
| Ark Seed Multimodal MCP | 2026-09-16 | 38d | video-generation |
| Google Drive MCP | 2026-09-16 | 38d | production-ops |
Coverage by category
| Category | Servers | Official | Remote |
|---|---|---|---|
| Full-Stack AI Studios | 6 | 5 | 5 |
| Video Generation | 26 | 22 | 17 |
| Image Generation | 6 | 4 | 3 |
| Model Hubs | 22 | 19 | 16 |
| Voice & Dialogue | 6 | 6 | 4 |
| Music & Score | 7 | 4 | 3 |
| Sound Design & SFX | 7 | 2 | 3 |
| Transcription & Captions | 3 | 2 | 1 |
| Editing & Post | 32 | 17 | 9 |
| Upscaling & Enhancement | 3 | 3 | 1 |
| 3D, Worlds & VFX | 11 | 6 | 1 |
| Avatars & Performance | 10 | 8 | 8 |
| Story & Pre-Production | 5 | 3 | 3 |
| Review & Distribution | 9 | 6 | 6 |
| Production Ops | 8 | 7 | 7 |
Machine surfaces
/llms.txt— llms-index/llms-full.txt— full-markdown/api/registry.json— json-registry/api/remotes.json— hosted-remotes/api/client-profiles.json— client-setup-profiles/api/pulse.json— catalog-pulse/api/playbooks.json— production-playbooks/api/recommendations.json— intent-recommendations/api/capabilities.json— capability-index/stack.md— pipeline-guide/remotes.md— hosted-remotes-markdown/playbooks.md— stack-recipes/router.md— brief-router/feed.xml— new-additions-feed/.well-known/mcp/server-card— mcp-discovery/mcp— hosted-mcp/v0.1/servers— mcp-registry-api
Operations
- Source: https://github.com/c47-inc/mcp-film
- Analytics: PostHog mcp.film Agent Traffic dashboard
- Cloudflare Pages project:
mcp-film