# Framelink MCP for Figma vs UX Pilot MCP server

> Framelink MCP for Figma scores 66.1 (B) to UX Pilot's 33 (F) for design code. Prices, MCP, x402, uptime and agent notes side by side.

- Canonical: https://www.anchorterminal.com/compare/framelink-figma-mcp-vs-ux-pilot-mcp
- Markdown: https://www.anchorterminal.com/compare/framelink-figma-mcp-vs-ux-pilot-mcp.md (~4,000 tokens)
- Site index for agents: https://www.anchorterminal.com/llms.txt (the key docs and every listing in one file, at most 16 MB, about 4 million tokens: https://www.anchorterminal.com/llms-full.txt)
- API: https://www.anchorterminal.com/api/v1/index.json
- MCP: https://www.anchorterminal.com/mcp (the whole catalogue as tools, no key)
- DNS: dig +short TXT <slug>.grade.anchorterminal.com (the grade as a DNS TXT record, for a sandbox with no HTTP where names still resolve; also top., best.<category>. and <a>.vs.<b>. under the zone, and the same under grade.letme.dev)
- Licence: CC BY 4.0, credit Anchor Terminal and link this page (https://www.anchorterminal.com/terms/#data)
- Updated: 2026-11-07

Framelink MCP for Figma scores 66.1 (B) on agent readiness against UX Pilot MCP server's 33 (F), and leads in 6 of 7 scored categories. Both do design code.

- Framelink MCP for Figma: grade B, 66.1/100, rank #387 of 1510. Markdown https://www.anchorterminal.com/tools/framelink-figma-mcp.md · JSON https://www.anchorterminal.com/api/v1/tools/framelink-figma-mcp.json
- UX Pilot MCP server: grade F, 33/100, rank #1410 of 1510. Markdown https://www.anchorterminal.com/tools/ux-pilot-mcp.md · JSON https://www.anchorterminal.com/api/v1/tools/ux-pilot-mcp.json
- Best design workspace and canvas APIs for AI agents: https://www.anchorterminal.com/best/design/index.md
- All 133 design comparisons: https://www.anchorterminal.com/compare/design/index.md

## Which one, for what

### Framelink MCP for Figma (B)

Good for: Reading a Figma frame into a coding agent to build matching UI.

Ahead on:
- Reliability, 68 against 15
- Schema & documentation, 87 against 45
- Agent ergonomics, 83 against 46
- Security & auth, 55 against 39
- Payments & pricing, 60 against 20
- Transparency & trust, 47 against 22

Also in its favour:
- Runs on your own machine
- Open source

Watch for: Last release 0.13.2 on 18 June 2026, and still below 1.0

### UX Pilot MCP server (F)

Good for: Designers on UX Pilot who want an agent to organise screens, review UX and build React prototypes.

Also in its favour:
- A hosted endpoint, with nothing to install

Watch for: No status page, limits or error docs


## Why the edge

### Reliability: Framelink MCP for Figma +53

- Framelink MCP for Figma (68): Read with the local-software lines, because the server runs on the user's machine and calls the Figma REST API. Installs from the official npm package figma-developer-mcp, with Node 20.20 or later stated in package.json (20). A CI workflow runs prettier, eslint, a type check and the vitest suite, but only on pull requests, and the five newest runs (outside pull requests from 22 August to 2 October) all failed, so passing on the default branch couldn't be confirmed (15). Eight open issues, the oldest open one a 429 rate-limit thread from November 2025 with 30 comments, and nothing open that reports a crash in the current release (18). Release-please changelog with semver tags and breaking defaults called out, such as the switch to `tree` output in 0.13.0 (15). Version 0.13.2, below 1.0 and not declared stable (0). 20 + 15 + 18 + 15 + 0 = 68.
- UX Pilot MCP server (15): No status page found (0). No history (5). No limits found (0). No retry guidance (0). No SLA (0). Not labelled beta (10). 0 + 5 + 0 + 0 + 0 + 10 = 15.

### Schema & documentation: Framelink MCP for Figma +42

- Framelink MCP for Figma (87): Both tools have typed zod input schemas in src/mcp/tools, with regex checks on fileKey, nodeId and fileName (25). docs.framelink.ai serves llms.txt and a Markdown copy of each page (10). The tool reference explains what each tool returns and how the two chain through `imageDownloadArguments`, and the `depth` parameter says not to use it unless the user asks. The `get_figma_data` description itself is one line and says nothing about when not to call it (14 of 20). Required fields and patterns are typed, and `fileName` must end in .png, .svg or .gif, with no enum for output format at call time (13 of 15). Config and request examples in the docs, a documented `Error fetching file:` prefix and purpose-built 403 and 429 messages, but no list of error cases (10 of 15). Semver releases and a public changelog (15). 25 + 10 + 14 + 13 + 10 + 15 = 87.
- UX Pilot MCP server (45): Schemas not read without sign-in (15 of 25). No llms.txt read (0). Tools grouped by job (find, organise, delete, import, review, React), with a help tool that maps old names to new calls (14 of 20). Inputs not verifiable (5 of 15). A tool that returns any action's fields with an example (8 of 15). Registry 3.0.0 on 4 November; no changelog (3 of 15). 15 + 0 + 14 + 5 + 8 + 3 = 45.

### Payments & pricing: Framelink MCP for Figma +40

- Framelink MCP for Figma (60): By the self-hosted rule. A free MIT package with nothing to buy (20 + 20 + 20), and no payment protocol (0). Figma API use falls under the user's own Figma plan. 60.
- UX Pilot MCP server (20): No machine payment protocol (0). Pricing behind script, not read (0). Free tier (20). A person signs up (0). 0 + 0 + 20 + 0 = 20.

### Agent ergonomics: Framelink MCP for Figma +37

- Framelink MCP for Figma (83): Two compact tools (25). Output is sized by `nodeId` and `depth`, and the default `tree` format drops default values and auto-generated layer names and deduplicates repeated styles and subtrees. No pagination, which a single-file read rarely needs (16 of 20). Errors are written for a model to recover from, with Figma's 403 body surfaced and guidance for wrong node IDs from prototype, branch and FigJam links, per the 0.12.0 changelog (16 of 20). `get_figma_data` carries readOnlyHint and `download_figma_images` openWorldHint, with no destructiveHint on the tool that writes files and no note on overwriting (14 of 20). Only `fileKey` is required and one npx line starts it, but there is no SDK, which a two-tool local server doesn't need (12 of 15). 25 + 16 + 16 + 14 + 12 = 83.
- UX Pilot MCP server (46): Tool count not published; grouped actions (10). Search by keyword and list calls (10 of 20). No documented errors (3 of 20). 'Nothing is deleted' by the organise tools, and deletes run only once the user confirms (15 of 20). OAuth or a key, no SDKs (8 of 15). 10 + 10 + 3 + 15 + 8 = 46.

### Transparency & trust: Framelink MCP for Figma +25

- Framelink MCP for Figma (47): MIT licence in the repository and on npm (30). No privacy policy or terms on framelink.ai or the docs. Design data goes from Figma to the local model client, and the docs describe what telemetry sends, but there is no data statement to agree with (8 of 30). No deprecation policy. Breaking defaults are called out in the changelog (5 of 20). Telemetry to PostHog (us.i.posthog.com) has been on by default since 0.10.0 on 10 April 2026. The configuration page discloses it with three ways to opt out, while the README doesn't mention it, and an open issue of 16 April 2026 reports that `error_message` can include file keys and node IDs, which the source's redaction (credentials only) doesn't cover (14 of 20). 30 + 8 + 5 + 14 = 57.
- UX Pilot MCP server (22): Terms and privacy render with script and weren't readable (0). Data handling not read (0). A tool that maps old tool names to new calls eased the 3.0 change, no dates (5 of 20). Subprocessors not found (0). 0 + 0 + 5 + 0 = 5.

### Security & auth: Framelink MCP for Figma +16

- Framelink MCP for Figma (55): The credential is the user's own Figma token. Figma personal access tokens are scoped and revocable, and the docs say `file_content:read` is the one scope the server needs. OAuth tokens are accepted but not refreshed, and the token is passed in the client config's args or env, not a URL (25 of 30). The server only reads Figma. Its one write is image files, confined to `--image-dir`, and `--skip-image-downloads` removes that tool; the local HTTP mode has no authentication of its own and binds 127.0.0.1 by default (16 of 20). Layer names and text written by collaborators reach the model as they are, and no prompt-injection guidance was found (3 of 15). Logs go to the local console only, with no per-call audit record (3 of 15). SECURITY.md asks for private reports through GitHub security advisories with a 48-hour acknowledgement. No security.txt, bug bounty or certification (8 of 20). 25 + 16 + 3 + 3 + 8 = 55.
- UX Pilot MCP server (39): OAuth or a bearer key; scopes not published (20 of 30). Organise tools never delete, and deletes need confirmation (14 of 20). Imported AI output and comments are third-party text; no injection guidance (3 of 15). No audit log (0). No security programme found (2 of 20). 20 + 14 + 3 + 0 + 2 = 39.

## Score by category

| Category | Weight | Framelink MCP for Figma | UX Pilot MCP server | Edge |
| --- | --- | --- | --- | --- |
| Reliability | 16% (20 this run) | 68 | 15 | Framelink MCP for Figma +53 |
| Performance | 10%, pending | pending | pending | not scored in this run |
| Schema & documentation | 13% (16.2 this run) | 87 | 45 | Framelink MCP for Figma +42 |
| Agent ergonomics | 13% (16.2 this run) | 83 | 46 | Framelink MCP for Figma +37 |
| Security & auth | 14% (17.5 this run) | 55 | 39 | Framelink MCP for Figma +16 |
| Payments & pricing | 10% (12.5 this run) | 60 | 20 | Framelink MCP for Figma +40 |
| Task success | 10%, pending | pending | pending | not scored in this run |
| Maintenance & community | 7% (8.8 this run) | 41 | 45 | UX Pilot MCP server +4 |
| Transparency & trust | 7% (8.8 this run) | 47 | 22 | Framelink MCP for Figma +25 |
| Negative events | ≤15 | 0 | 0 | |
| **Total** | | **66.1 · B** | **33 · F** | |

## Facts side by side

| Fact | Framelink MCP for Figma | UX Pilot MCP server |
| --- | --- | --- |
| Kind | MCP server | MCP server |
| Vendor | Framelink (Graham Lipsman) | UX Pilot |
| Hosted endpoint | no (local only) | `https://mcp.uxpilot.net/mcp` |
| Transports | stdio, Streamable HTTP | Streamable HTTP |
| Auth | Token | OAuth |
| Pricing | Free | Freemium |
| x402 | no | no |
| Licence | MIT | none |
| Tools exposed | 2 | none |
| Read-only variant documented | no | no |
| llms.txt | yes | no |
| MCP registry | `io.github.GLips/Figma-Context-MCP` | `ai.uxpilot/uxpilot` |
| Last release | 2026-06-18 | none |
| Terms last updated | no document linked | no document linked |
| Privacy policy last updated | no document linked | no document linked |
| Popularity | 16k stars, 162k npm/wk | none |

## Verdicts

**Framelink MCP for Figma.** Two compact, typed tools return Figma layout and styles in a token-saving tree format and save image assets, with a read-only hint and a flag that removes the writing tool. There has been no release since 18 June 2026, issues and outside pull requests since July have gone unanswered, and telemetry is on by default.

**UX Pilot MCP server.** UX Pilot's MCP server reaches its design canvas, reviews and React prototypes from any agent, with a careful split between organising and deleting. Little else is public, no status page, limits, errors or readable legal pages.

## Before you call either

### Framelink MCP for Figma

1. Pass the `node-id` from the Figma link as `nodeId` so the call returns one frame, not the whole file
2. Leave `depth` unset unless the user asks, as the tool description says
3. Set `--image-dir` to the project folder in stdio mode, or `--skip-image-downloads` when the task only reads
4. Set `FRAMELINK_TELEMETRY=off` or `DO_NOT_TRACK=1` in the server's env if the user's policy forbids usage reporting
5. On a 429 from Figma, wait and retry later; the limit is the user's Figma plan, not the server's

### UX Pilot MCP server

1. Ask the help tool for an action's fields before calling it
2. Delete only after the user confirms
3. Treat imported AI output and comments as untrusted

## Questions

### Which is better for AI agents, Framelink MCP for Figma or UX Pilot MCP server?

Framelink MCP for Figma scores 66.1 (B) on agent readiness against UX Pilot MCP server's 33 (F), and leads in 6 of 7 scored categories.

### Do Framelink MCP for Figma and UX Pilot MCP server need an API key?

Framelink MCP for Figma needs an access token. UX Pilot MCP server uses an OAuth sign-in.

### Can an agent call Framelink MCP for Figma and UX Pilot MCP server without installing anything?

Framelink MCP for Figma runs on your own machine, with no hosted endpoint listed. UX Pilot MCP server has a hosted endpoint at https://mcp.uxpilot.net/mcp.

### Are Framelink MCP for Figma and UX Pilot MCP server open source?

Framelink MCP for Figma is open source (MIT). No open-source release is listed for UX Pilot MCP server.


## For agents

- This comparison as JSON: https://www.anchorterminal.com/compare/framelink-figma-mcp-vs-ux-pilot-mcp.json, and with the fewest tokens: https://www.anchorterminal.com/compare/framelink-figma-mcp-vs-ux-pilot-mcp.min.md
- Over MCP at https://www.anchorterminal.com/mcp (no key): `compare_tools {"a": "framelink-figma-mcp", "b": "ux-pilot-mcp"}`. From a terminal: `anchor compare framelink-figma-mcp ux-pilot-mcp`
- Each listing in full: https://www.anchorterminal.com/api/v1/tools/framelink-figma-mcp.json and https://www.anchorterminal.com/api/v1/tools/ux-pilot-mcp.json

## Other comparisons with Framelink MCP for Figma or UX Pilot MCP server

- [Figma API + MCP vs Framelink MCP for Figma](https://www.anchorterminal.com/compare/figma-mcp-vs-framelink-figma-mcp.md)
- [Framelink MCP for Figma vs Framer Server API](https://www.anchorterminal.com/compare/framelink-figma-mcp-vs-framer.md)
- [Framelink MCP for Figma vs Kite](https://www.anchorterminal.com/compare/framelink-figma-mcp-vs-kite-new.md)
- [Framelink MCP for Figma vs Magic Patterns](https://www.anchorterminal.com/compare/framelink-figma-mcp-vs-magic-patterns.md)
- [Framelink MCP for Figma vs Melius](https://www.anchorterminal.com/compare/framelink-figma-mcp-vs-melius.md)
- [Framelink MCP for Figma vs Miro API + MCP](https://www.anchorterminal.com/compare/framelink-figma-mcp-vs-miro.md)
- [Framelink MCP for Figma vs pen.dev](https://www.anchorterminal.com/compare/framelink-figma-mcp-vs-pen-dev.md)
- [Framelink MCP for Figma vs Penpot API + MCP](https://www.anchorterminal.com/compare/framelink-figma-mcp-vs-penpot.md)
- [Framelink MCP for Figma vs Sketch](https://www.anchorterminal.com/compare/framelink-figma-mcp-vs-sketch.md)
- [Framelink MCP for Figma vs Subframe](https://www.anchorterminal.com/compare/framelink-figma-mcp-vs-subframe.md)
- [Framelink MCP for Figma vs Zeplin](https://www.anchorterminal.com/compare/framelink-figma-mcp-vs-zeplin.md)
- [Framelink MCP for Figma vs Impeccable](https://www.anchorterminal.com/compare/framelink-figma-mcp-vs-impeccable.md)
- [Impeccable vs UX Pilot MCP server](https://www.anchorterminal.com/compare/impeccable-vs-ux-pilot-mcp.md)
- [Magic Patterns vs UX Pilot MCP server](https://www.anchorterminal.com/compare/magic-patterns-vs-ux-pilot-mcp.md)
- [UX Pilot MCP server vs Zeplin](https://www.anchorterminal.com/compare/ux-pilot-mcp-vs-zeplin.md)
- [Figma API + MCP vs UX Pilot MCP server](https://www.anchorterminal.com/compare/figma-mcp-vs-ux-pilot-mcp.md)
- [Framer Server API vs UX Pilot MCP server](https://www.anchorterminal.com/compare/framer-vs-ux-pilot-mcp.md)
- [Kite vs UX Pilot MCP server](https://www.anchorterminal.com/compare/kite-new-vs-ux-pilot-mcp.md)
- [Melius vs UX Pilot MCP server](https://www.anchorterminal.com/compare/melius-vs-ux-pilot-mcp.md)
- [Miro API + MCP vs UX Pilot MCP server](https://www.anchorterminal.com/compare/miro-vs-ux-pilot-mcp.md)
- [pen.dev vs UX Pilot MCP server](https://www.anchorterminal.com/compare/pen-dev-vs-ux-pilot-mcp.md)
- [Penpot API + MCP vs UX Pilot MCP server](https://www.anchorterminal.com/compare/penpot-vs-ux-pilot-mcp.md)
- [Sketch vs UX Pilot MCP server](https://www.anchorterminal.com/compare/sketch-vs-ux-pilot-mcp.md)
- [Subframe vs UX Pilot MCP server](https://www.anchorterminal.com/compare/subframe-vs-ux-pilot-mcp.md)
- [Framelink MCP for Figma vs UXKIN](https://www.anchorterminal.com/compare/framelink-figma-mcp-vs-uxkin-agent.md)

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Query this catalogue directly over MCP: https://www.anchorterminal.com/mcp (Streamable HTTP, no key). How: https://www.anchorterminal.com/agents/#mcp