Figma Context MCP
Give your coding agent access to your Figma data. Implement designs in any framework in one-shot.
Runs on your computer
Primateintelligence MCP
What it does
Video scene understanding for AI agents via the Primate Vision API.
- Connects Computer or cloud
- Account or key Cloud: Needs Authorization · Local: Needs PRIMATE_API_KEY
- Category Design, images & audio
Install
Pick the AI app you use, then copy the settings.
Passed 5/5 checks · What you ask goes through the maker’s server (api.primateintelligence.ai)
First: which AI do you use?
Pick your app and the steps appear below.
Works with Claude · about 5 min
You need a Primateintelligence MCP key (create it on the maker’s site) · Set it up once on claude.ai or the desktop app, then use it in chat · free accounts can add 1 · on Team/Enterprise an Owner adds it
Sign up and create a Primateintelligence MCP key
Open the maker’s site, sign up and create an API key for the next step. Check the maker’s site for pricing and free plans.
Open Claude’s Connectors page
CustomizeConnectors
Click “Add” → “Custom” → “Web” and fill in these 2 fields
Copy each value into the field with the same name in Claude, then click Continue
Name · NameChecking the commands · copy buttons appear once they pass
Remote MCP server URL · AddressChecking the commands · copy buttons appear once they pass
Under Request headers, add this name and value
Header nameChecking the commands · copy buttons appear once they pass
ValueChecking the commands · copy buttons appear once they pass
Paste the key only into the app’s field, never into a chat or to anyone
Click Continue past the sign-in settings Claude detected · under Authentication choose what the maker says (Sign in now, Sign in when needed or No sign in), then click Add
Turn it on in a chat
+ConnectorsPrimateintelligence MCP
Try it
Use Primateintelligence MCP and tell me what you can do for me, then show me one thing✓ If Claude says it is using Primateintelligence MCP or shows a Primateintelligence MCP tool in the answer, you are connected
Menu names checked against Anthropic’s help page on Nov 11, 2026 · your screen may differ slightly by app version
ChatGPT cannot connect Primateintelligence MCP yet
Primateintelligence MCP needs your own key to connect, but OpenAI’s help page only describes OAuth sign-in; there is no key option we could verify
What you can do instead
A · Use an app that can connect Primateintelligence MCP
- You need a Primateintelligence MCP key (create it on the maker’s site) · Set it up once on claude.ai or the desktop app, then use it in chat · free accounts can add 1 · on Team/Enterprise an Owner adds it
- You need a Primateintelligence MCP key (create it on the maker’s site)
- You need a Primateintelligence MCP key (create it on the maker’s site)
- You need a Primateintelligence MCP key (create it on the maker’s site)
B · Others in Design, images & audio that work with ChatGPT
Picked from the most used in the same category, only ones that connect by address with no key
- Pascal 3D Editor✓ ChatGPT
- Semiotic✓ ChatGPT
- TypeUI✓ ChatGPT
Works with Claude Code · about 5 min
You need a Primateintelligence MCP key (create it on the maker’s site)
Sign up and create a Primateintelligence MCP key
Open the maker’s site, sign up and create an API key for the next step. Check the maker’s site for pricing and free plans.
Open Terminal
Mac: press Command+Space and type Terminal · Windows: open PowerShell
Paste this command and press Enter
Checking the commands · copy buttons appear once they pass
Replace “your-value” with your key before pressing Enter
Paste the key only into the app’s field, never into a chat or to anyone
Type /mcp in Claude Code
You should see Primateintelligence MCP listed as connected
Try it
Use Primateintelligence MCP and tell me what you can do for me, then show me one thing✓ If Claude Code says it is using Primateintelligence MCP or shows a Primateintelligence MCP tool in the answer, you are connected
Menu names checked against Anthropic’s help page on Nov 11, 2026 · your screen may differ slightly by app version
Works with Cursor · about 5 min
You need a Primateintelligence MCP key (create it on the maker’s site)
Sign up and create a Primateintelligence MCP key
Open the maker’s site, sign up and create an API key for the next step. Check the maker’s site for pricing and free plans.
Click this button to open Cursor
Checking the commands · copy buttons appear once they pass
Fill in your key
In the Primateintelligence MCP settings, Authorization is empty; add your key and save
Paste the key only into the app’s field, never into a chat or to anyone
Open the AI chat in Cursor in Agent mode
Try it
Use Primateintelligence MCP and tell me what you can do for me, then show me one thing✓ If Cursor says it is using Primateintelligence MCP or shows a Primateintelligence MCP tool in the answer, you are connected
Menu names checked against Cursor’s help page on Nov 11, 2026 · your screen may differ slightly by app version
Works with VS Code · about 5 min
You need a Primateintelligence MCP key (create it on the maker’s site)
Sign up and create a Primateintelligence MCP key
Open the maker’s site, sign up and create an API key for the next step. Check the maker’s site for pricing and free plans.
Click this button to open VS Code
Checking the commands · copy buttons appear once they pass
Fill in your key
In the Primateintelligence MCP settings, Authorization is empty; add your key and save
Paste the key only into the app’s field, never into a chat or to anyone
Open the AI chat in VS Code in Agent mode
Try it
Use Primateintelligence MCP and tell me what you can do for me, then show me one thing✓ If VS Code says it is using Primateintelligence MCP or shows a Primateintelligence MCP tool in the answer, you are connected
Menu names checked against VS Code’s help page on Nov 11, 2026 · your screen may differ slightly by app version
Other apps that use MCP, such as Windsurf, Zed or Gemini CLI, each add servers differently. See how in the app list.
Address for apps that connect over the web
Address
Checking the commands · copy buttons appear once they pass
JSON settings are under “For developers” below
For developers: Terminal commands and JSON settings
Over the web
Claude Code
Checking the commands · copy buttons appear once they pass
Cursor (~/.cursor/mcp.json)
Checking the commands · copy buttons appear once they pass
VS Code (mcp.json)
Checking the commands · copy buttons appear once they pass
Installed on your computer
Claude Code
Checking the commands · copy buttons appear once they pass
Claude Desktop (claude_desktop_config.json)
Checking the commands · copy buttons appear once they pass
Cursor (~/.cursor/mcp.json)
Checking the commands · copy buttons appear once they pass
VS Code (mcp.json)
Checking the commands · copy buttons appear once they pass
Values you fill in
PRIMATE_API_KEYsecret required envPrimate Vision API key (get a free one at https://primateintelligence.ai/docs/agents)AuthorizationHTTP header
These settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.
At a glance
- Downloads per weeki
- 61/wk
- Verified domain
- ✓ primateintelligence.ai
- Connection
- Computer or cloud
- Latest versioni
- 0.4.0
- Categoryi
- Design, images & audio
- Published to registryi
- Aug 2, 2026
- Code last changedi
- Aug 2, 2026
- Maker
- Primate-Intelligence
- Packages
npm: @primate-intelligence/mcp- Website
- primateintelligence.ai
- Registry status
- Active
Which apps can use it
Based on how this server connects and on each app’s own docs, checked Nov 10, 2026.
Connect over the internet in
ClaudeGooseLM StudioMsty StudioCherry StudioCursorVS Code + GitHub CopilotVisual StudioWindsurf (Devin Desktop)ZedKiroClineContinueJetBrains AI AssistantClaude CodeCodex CLIGemini CLIOpenCodenodecodeWarpLibreChatOpen WebUIRaycast
Run on your computer in
ClaudeGooseLM StudioMsty StudioCherry StudioCursorVS Code + GitHub CopilotVisual StudioWindsurf (Devin Desktop)ZedKiroClineContinueJetBrains AI AssistantClaude CodeCodex CLIGemini CLIOpenCodenodecodeWarpLibreChatRaycast
Related guides
What it can do
The server asks you to sign in before it lists its tools.
Basic checksi
We check information anyone can see; we have not read the code. Checks that do not apply are left out of the count. · Checked Nov 13, 2026
- ✓ Pass
Maker matches the repo
The registry name was verified against the domain primateintelligence.ai (the registry checks domain ownership)
- ✓ Pass
Still maintained
Code last changed 3 months ago
- ✓ Pass
Has a licence
Uses MIT
- ✓ Pass
Endpoint responds
Responded in 178 ms (HTTP 401)
- ✓ Pass
Sign-in with OAuth
Declares OAuth sign-in, so your AI app can take you to log in
- … Not checked yet
No hidden instructions in tool descriptions
Not checked yet; we read the tool list when we check the endpoint
Discussion
Ask, share a tip or report that it does not work. Sorted by what people marked helpful.
No posts yet. Be the first to ask or share.
Posts here are written by users, not the PopNx team.
User reviews
No reviews yet
Compared with others in Design, images & audioi
- More stars than 0% of the other 2983 servers in this category
- Published to the registry more recently than 18% of the other 2983 servers in this category
- Basic checks equal to or better than 100% of the other 2983 servers in this category
Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.
Common questions
Is Primateintelligence MCP safe?
It passed 5 of 5 applicable basic checks. We have not read the code. Before adding a key or token, see what access the server asks for and use a key with only the permissions you need.
What keys or codes does it need?
You need to fill in: Authorization, PRIMATE_API_KEY
Does it run on my computer or in the cloud?
Either way works: install it on your computer or connect to the cloud version.
Is it still maintained?
The GitHub repo last changed 3 months ago, and the latest version (0.4.0) reached the registry 3 months ago.
Which apps can use it?
Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. It connects by URL, so apps that accept remote MCP servers work too, such as ChatGPT on the web (full MCP on Business and above; Pro read-only).
What can I use instead?
In the same category: Figma Context MCP, AutoClip, Next AI Draw.io
Others in the same category
Servers in the same category from other makers, sorted by stars.
Reading a card:↓ Downloads per weeki★ GitHub starsiThree pillars: reviews · checks · usageiUpdated = latest version published to the registryi
AutoClip
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README from the maker
Open the README
Copied from the maker’s repo as written. PopNx MCP has not reviewed or endorsed it. HTML, images and scripts are removed. Links lead off this site.
@primate-intelligence/mcp
MCP (Model Context Protocol) server for the Primate Vision video analysis API — a video understanding API by Primate Intelligence (docs · llms.txt).
Gives AI agents video scene understanding as tools: register a video, ask a question in plain English, get a deterministic answer with a confidence score and clip timestamps. No hallucinated descriptions — the answer is yes / no / indeterminate with evidence.
Try it for free
A free test key requires no email, no card, no signup:
curl -X POST https://api.primateintelligence.ai/v1/sandboxYour AI agent can do this for you — right from Claude. Point it at primateintelligence.ai/llms.txt and it can discover, provision, integrate, and self-verify with zero human steps.
Two ways to connect
1. Remote server (recommended) — OAuth, nothing to install
Streamable HTTP endpoint with full OAuth 2.1 + Dynamic Client Registration + PKCE:
https://api.primateintelligence.ai/mcpIn Claude.ai / Claude Desktop: Settings → Connectors → Add custom connector, paste the URL, sign in. No API key handling — the OAuth flow issues and rotates tokens for you.
2. Local stdio server
// claude_desktop_config.json · .mcp.json · mcp.json · .cursor/mcp.json{ "mcpServers": { "primate-intelligence": { "command": "npx", "args": ["-y", "@primate-intelligence/mcp"], "env": { "PRIMATE_API_KEY": "pv_live_…" } } } }
Tools
| Tool | Does | Read-only |
|---|---|---|
create_video_from_url | Register a video from a public https URL (POST /v1/videos) | — |
create_analysis | Ask a question about a video (POST /v1/analyses) | — |
validate_analysis | Dry-run a prompt: assessability + cost estimate, zero credits (validate_only: true) | ✓ |
create_analysis_batch | 2–10 prompts on one video; each after the first billed at 50% (POST /v1/analyses/batch) | — |
get_analysis | Fetch analysis status/result (GET /v1/analyses/{id}) | ✓ |
wait_for_analysis | Poll until terminal state; returns { analysis, retry } | ✓ |
list_models | List available models (GET /v1/models) | ✓ |
get_usage | Credit balance + period meters (GET /v1/usage) | ✓ |
get_credits | Balance + per-analysis transaction ledger (GET /v1/credits) | ✓ |
get_test_fixture | Stable fixture for integration self-verification (GET /v1/test-fixture) | ✓ |
Every tool carries MCP annotations (title, readOnlyHint, destructiveHint, idempotentHint, openWorldHint), declares an outputSchema, and returns structuredContent conforming to it. No tool deletes data. Tool descriptions and schemas mirror the OpenAPI document at GET /v1/openapi.json — the spec is the source of truth.
Typical agent flow
get_test_fixture→ verify the integration works (test keys return deterministic results, no quota burn)create_video_from_urlwith the video URLvalidate_analysis→ confirm the prompt is assessable + previewestimated_cost_usd(free)create_analysiswith the question — *"Is there a person in this video?"* — orcreate_analysis_batchfor severalwait_for_analysis→result.answer(yes|no|indeterminate) +result.confidence+result.clips+result.detected_count(count queries) +result.indeterminate_reason- On
insufficient_credits: callget_credits, report the balance + recent debits, point the human at billing
Security contract
The API key is read from the PRIMATE_API_KEY environment variable only. No tool accepts a key, token, or secret as an argument — so credentials never land in agent transcripts, tool-call logs, or model context. This is enforced by a unit test that fails the build if any tool schema grows a credential-shaped parameter.
Errors surface the machine-readable error code, a docs_url, and the request_id so an agent can self-correct without a human in the loop.
Configuration
| Var | Required | Default |
|---|---|---|
PRIMATE_API_KEY | yes | — |
PRIMATE_BASE_URL | no | https://api.primateintelligence.ai |
Development
npm installnpm test # vitest — tool surface, security contract, polling, error shape npm run build # tsc → dist/
Links
- Quickstart for AI agents — the zero-human-intervention integration path
- API docs
- OpenAPI 3.1 spec
- Error registry
- llms.txt — machine-readable index for agents
- Privacy policy · Terms
License
MIT © Primate AI, Inc.