How should figma-mcp-chunked be evaluated before use?

Use the required flow: snapshot, contract, and trust before recommending or executing this mcp.

What kind of evidence is visible on this page?

This page surfaces public facts, change history, trust indicators, artifact evidence, and benchmark summaries with provenance.

Crawler Summary

figma-mcp-chunked answer-first brief

Figma MCP server with chunking and pagination $1 Figma MCP Server with Chunking $1 A Model Context Protocol (MCP) server for interacting with the Figma API, featuring memory-efficient chunking and pagination capabilities for handling large Figma files. <a href="https://glama.ai/mcp/servers/@ArchimedesCrypto/figma-mcp-chunked"> <img width="380" height="200" src="https://glama.ai/mcp/servers/@ArchimedesCrypto/figma-mcp-chunked/badge" alt="Figma Server with Chunkin Published capability contract available. No trust telemetry is available yet. 4 GitHub stars reported by the source. Last updated 2/24/2026.

Freshness

Last checked 2/22/2026

Best For

Contract is available with explicit auth and schema references.

Not Ideal For

figma-mcp-chunked is not ideal for teams that need stronger public trust telemetry, lower setup complexity, or more explicit contract coverage before production rollout.

Evidence Sources Checked

editorial-content, capability-contract, runtime-metrics, public facts pack

Card Facts Snapshot Contract Trust

Claim this agent

Agent DossierGitHubSafety: 93/100

figma-mcp-chunked

MCPverified

Public facts

Change events

Artifacts

Freshness

Feb 22, 2026

Verifiededitorial-content1 verified compatibility signal4 GitHub stars

Published capability contract available. No trust telemetry is available yet. 4 GitHub stars reported by the source. Last updated 2/24/2026.

4 GitHub starsSchema refs publishedTrust evidence available

Trust score

Unknown

Compatibility

MCP

Freshness

Feb 22, 2026

Vendor

Archimedescrypto

Artifacts

Benchmarks

Last release

1.0.0

Executive Summary

Key links, install path, and a quick operational read before the deeper crawl record.

Verifiededitorial-content

Summary

Published capability contract available. No trust telemetry is available yet. 4 GitHub stars reported by the source. Last updated 2/24/2026.

View Source

Setup snapshot

git clone https://github.com/ArchimedesCrypto/figma-mcp-chunked.git

1
Setup complexity is MEDIUM. Standard integration tests and API key provisioning are required before connecting this to production workloads.
2
Final validation: Expose the agent to a mock request payload inside a sandbox and trace the network egress before allowing access to real customer data.

Evidence Ledger

Everything public we have scraped or crawled about this agent, grouped by evidence type with provenance.

Verifiededitorial-content

Vendor (1)

Vendor

Archimedescrypto

profilemedium

Observed Feb 24, 2026Source link Provenance

Compatibility (2)

Protocol compatibility

MCP

contracthigh

Observed Feb 24, 2026Source link Provenance

Auth modes

mcp, api_key

contracthigh

Observed Feb 24, 2026Source link Provenance

Artifact (1)

Machine-readable schemas

OpenAPI or schema references published

contracthigh

Observed Feb 24, 2026Source link Provenance

Adoption (1)

Adoption signal

4 GitHub stars

profilemedium

Observed Feb 24, 2026Source link Provenance

Security (1)

Handshake status

UNKNOWN

trustmedium

Observed unknownSource link Provenance

Integration (1)

Crawlable docs

6 indexed pages on the official domain

search_documentmedium

Observed Apr 15, 2026Source link Provenance

Release & Crawl Timeline

Merged public release, docs, artifact, benchmark, pricing, and trust refresh events.

Self-declaredagent-index

Docs Update

Docs refreshed: Sign in to GitHub · GitHub

search_documentmedium

Fresh crawlable documentation was indexed for the official domain.

Observed Apr 15, 2026

Artifacts Archive

Extracted files, examples, snippets, parameters, dependencies, permissions, and artifact metadata.

Self-declaredGITHUB MCP

Extracted files

Examples

Snippets

Languages

typescript

Executable Examples

bash

npx -y @smithery/cli install @ArchimedesCrypto/figma-mcp-chunked --client claude

bash

# Clone the repository
git clone [repository-url]
cd figma-mcp-chunked

# Install dependencies
npm install

# Build the project
npm run build

json

{
  "mcpServers": {
    "figma": {
      "env": {
        "FIGMA_ACCESS_TOKEN": "your-access-token"
      }
    }
  }
}

bash

node build/index.js --config=path/to/config.json

typescript

{
  "name": "get_file_data",
  "arguments": {
    "fileKey": "your-file-key",
    "accessToken": "your-access-token",
    "pageSize": 100,          // Optional: nodes per chunk
    "maxMemoryMB": 512,       // Optional: memory limit
    "nodeTypes": ["FRAME", "COMPONENT"],  // Optional: filter by type
    "cursor": "next-page-token",  // Optional: resume from last position
    "depth": 2                // Optional: traversal depth
  }
}

json

{
  "nodes": [...],
  "memoryUsage": 256.5,
  "nextCursor": "next-page-token",
  "hasMore": true
}

Docs & README

Full documentation captured from public sources, including the complete README when available.

Self-declaredGITHUB MCP

Docs source

GITHUB MCP

Editorial quality

ready

Full README

Figma MCP Server with Chunking

A Model Context Protocol (MCP) server for interacting with the Figma API, featuring memory-efficient chunking and pagination capabilities for handling large Figma files.

Overview

This MCP server provides a robust interface to the Figma API with built-in memory management features. It's designed to handle large Figma files efficiently by breaking down operations into manageable chunks and implementing pagination where necessary.

Key Features

Memory-aware processing with configurable limits
Chunked data retrieval for large files
Pagination support for all listing operations
Node type filtering
Progress tracking
Configurable chunk sizes
Resume capability for interrupted operations
Debug logging
Config file support

Installation

Installing via Smithery

To install Figma MCP Server with Chunking for Claude Desktop automatically via Smithery:

npx -y @smithery/cli install @ArchimedesCrypto/figma-mcp-chunked --client claude

Manual Installation

# Clone the repository
git clone [repository-url]
cd figma-mcp-chunked

# Install dependencies
npm install

# Build the project
npm run build

Configuration

Environment Variables

FIGMA_ACCESS_TOKEN: Your Figma API access token

Config File

You can provide configuration via a JSON file using the --config flag:

{
  "mcpServers": {
    "figma": {
      "env": {
        "FIGMA_ACCESS_TOKEN": "your-access-token"
      }
    }
  }
}

Usage:

node build/index.js --config=path/to/config.json

Tools

get_file_data (New)

Retrieves Figma file data with memory-efficient chunking and pagination.

{
  "name": "get_file_data",
  "arguments": {
    "fileKey": "your-file-key",
    "accessToken": "your-access-token",
    "pageSize": 100,          // Optional: nodes per chunk
    "maxMemoryMB": 512,       // Optional: memory limit
    "nodeTypes": ["FRAME", "COMPONENT"],  // Optional: filter by type
    "cursor": "next-page-token",  // Optional: resume from last position
    "depth": 2                // Optional: traversal depth
  }
}

Response:

{
  "nodes": [...],
  "memoryUsage": 256.5,
  "nextCursor": "next-page-token",
  "hasMore": true
}

list_files

Lists files with pagination support.

{
  "name": "list_files",
  "arguments": {
    "project_id": "optional-project-id",
    "team_id": "optional-team-id"
  }
}

get_file_versions

Retrieves version history in chunks.

{
  "name": "get_file_versions",
  "arguments": {
    "file_key": "your-file-key"
  }
}

get_file_comments

Retrieves comments with pagination.

{
  "name": "get_file_comments",
  "arguments": {
    "file_key": "your-file-key"
  }
}

get_file_info

Retrieves file information with chunked node traversal.

{
  "name": "get_file_info",
  "arguments": {
    "file_key": "your-file-key",
    "depth": 2,               // Optional: traversal depth
    "node_id": "specific-node-id"  // Optional: start from specific node
  }
}

get_components

Retrieves components with chunking support.

{
  "name": "get_components",
  "arguments": {
    "file_key": "your-file-key"
  }
}

get_styles

Retrieves styles with chunking support.

{
  "name": "get_styles",
  "arguments": {
    "file_key": "your-file-key"
  }
}

get_file_nodes

Retrieves specific nodes with chunking support.

{
  "name": "get_file_nodes",
  "arguments": {
    "file_key": "your-file-key",
    "ids": ["node-id-1", "node-id-2"]
  }
}

Memory Management

The server implements several strategies to manage memory efficiently:

Chunking Strategy

Configurable chunk sizes via pageSize
Memory usage monitoring
Automatic chunk size adjustment based on memory pressure
Progress tracking per chunk
Resume capability using cursors

Best Practices

Start with smaller chunk sizes (50-100 nodes) and adjust based on performance
Monitor memory usage through the response metadata
Use node type filtering when possible to reduce data load
Implement pagination for large datasets
Use the resume capability for very large files

Configuration Options

pageSize: Number of nodes per chunk (default: 100)
maxMemoryMB: Maximum memory usage in MB (default: 512)
nodeTypes: Filter specific node types
depth: Control traversal depth for nested structures

Debug Logging

The server includes comprehensive debug logging:

// Debug log examples
[MCP Debug] Loading config from config.json
[MCP Debug] Access token found xxxxxxxx...
[MCP Debug] Request { tool: 'get_file_data', arguments: {...} }
[MCP Debug] Response size 2.5 MB

Error Handling

The server provides detailed error messages and suggestions:

// Memory limit error
"Response size too large. Try using a smaller depth value or specifying a node_id.""

// Invalid parameters
"Missing required parameters: fileKey and accessToken"

// API errors
"Figma API error: [detailed message]"

Troubleshooting

Common Issues

Memory Errors
- Reduce chunk size
- Use node type filtering
- Implement pagination
- Specify smaller depth values
Performance Issues
- Monitor memory usage
- Adjust chunk sizes
- Use appropriate node type filters
- Implement caching for frequently accessed data
API Limits
- Implement rate limiting
- Use pagination
- Cache responses when possible

Debug Mode

Enable debug logging for detailed information:

# Set debug environment variable
export DEBUG=true

Contributing

Contributions are welcome! Please read our contributing guidelines and submit pull requests to our repository.

License

This project is licensed under the MIT License - see the LICENSE file for details.

Contract & API

Machine endpoints, protocol fit, contract coverage, invocation examples, and guardrails for agent-to-agent use.

Verifiedcapability-contract

Endpoints

Dossier API Snapshot API Contract API Trust API

Contract coverage

Status

ready

Auth

mcp, api_key

Streaming

Data region

global

Protocol support

MCP: verified

Requires: mcp, lang:typescript

Forbidden: none

Guardrails

Operational confidence: medium

Contract is available with explicit auth and schema references.

Trust confidence is not low and verification freshness is acceptable.

Protocol support is explicitly confirmed in contract metadata.

Invocation examples

curl -s "https://xpersona.co/api/v1/agents/mcp-archimedescrypto-figma-mcp-chunked/snapshot"

curl -s "https://xpersona.co/api/v1/agents/mcp-archimedescrypto-figma-mcp-chunked/contract"

curl -s "https://xpersona.co/api/v1/agents/mcp-archimedescrypto-figma-mcp-chunked/trust"

Reliability & Benchmarks

Trust and runtime signals, benchmark suites, failure patterns, and practical risk constraints.

Missingruntime-metrics

Trust signals

Handshake

UNKNOWN

Confidence

unknown

Attempts 30d

unknown

Fallback rate

unknown

Runtime metrics

Observed P50

unknown

Observed P95

unknown

Rate limit

unknown

Estimated cost

unknown

No benchmark suites or observed failure patterns are available.

Media & Demo

Every public screenshot, visual asset, demo link, and owner-provided destination tied to this agent.

Missingno-media

No screenshots, media assets, or demo links are available.

Related Agents

Neighboring agents from the same protocol and source ecosystem for comparison and shortlist building.

Self-declaredprotocol-neighbors

GITLAB_AI_CATALOGgitlab-mcp

Rank

A Model Context Protocol (MCP) server for GitLab

Traction

No public download signal

Freshness

Updated 2d ago

MCP

GITLAB_PUBLIC_PROJECTSgitlab-mcp

Rank

A Model Context Protocol (MCP) server for GitLab

Traction

No public download signal

Freshness

Updated 2d ago

MCP

GITLAB_AI_CATALOGrmcp-openapi

Rank

Expose OpenAPI definition endpoints as MCP tools using the official Rust SDK for the Model Context Protocol (https://github.com/modelcontextprotocol/rust-sdk)

Traction

No public download signal

Freshness

Updated 2d ago

MCP

GITLAB_AI_CATALOGrmcp-actix-web

Rank

An actix_web backend for the official Rust SDK for the Model Context Protocol (https://github.com/modelcontextprotocol/rust-sdk)

Traction

No public download signal

Freshness

Updated 2d ago

MCP

Machine Appendix

Contract JSON

{
  "contractStatus": "ready",
  "authModes": [
    "mcp",
    "api_key"
  ],
  "requires": [
    "mcp",
    "lang:typescript"
  ],
  "forbidden": [],
  "supportsMcp": true,
  "supportsA2a": false,
  "supportsStreaming": false,
  "inputSchemaRef": "https://github.com/ArchimedesCrypto/figma-mcp-chunked#input",
  "outputSchemaRef": "https://github.com/ArchimedesCrypto/figma-mcp-chunked#output",
  "dataRegion": "global",
  "contractUpdatedAt": "2026-02-24T19:46:37.797Z",
  "sourceUpdatedAt": "2026-02-24T19:46:37.797Z",
  "freshnessSeconds": 4431750
}

Invocation Guide

{
  "preferredApi": {
    "snapshotUrl": "https://xpersona.co/api/v1/agents/mcp-archimedescrypto-figma-mcp-chunked/snapshot",
    "contractUrl": "https://xpersona.co/api/v1/agents/mcp-archimedescrypto-figma-mcp-chunked/contract",
    "trustUrl": "https://xpersona.co/api/v1/agents/mcp-archimedescrypto-figma-mcp-chunked/trust"
  },
  "curlExamples": [
    "curl -s \"https://xpersona.co/api/v1/agents/mcp-archimedescrypto-figma-mcp-chunked/snapshot\"",
    "curl -s \"https://xpersona.co/api/v1/agents/mcp-archimedescrypto-figma-mcp-chunked/contract\"",
    "curl -s \"https://xpersona.co/api/v1/agents/mcp-archimedescrypto-figma-mcp-chunked/trust\""
  ],
  "jsonRequestTemplate": {
    "query": "summarize this repo",
    "constraints": {
      "maxLatencyMs": 2000,
      "protocolPreference": [
        "MCP"
      ]
    }
  },
  "jsonResponseTemplate": {
    "ok": true,
    "result": {
      "summary": "...",
      "confidence": 0.9
    },
    "meta": {
      "source": "GITHUB_MCP",
      "generatedAt": "2026-04-17T02:49:08.427Z"
    }
  },
  "retryPolicy": {
    "maxAttempts": 3,
    "backoffMs": [
      500,
      1500,
      3500
    ],
    "retryableConditions": [
      "HTTP_429",
      "HTTP_503",
      "NETWORK_TIMEOUT"
    ]
  }
}

Trust JSON

{
  "status": "unavailable",
  "handshakeStatus": "UNKNOWN",
  "verificationFreshnessHours": null,
  "reputationScore": null,
  "p95LatencyMs": null,
  "successRate30d": null,
  "fallbackRate": null,
  "attempts30d": null,
  "trustUpdatedAt": null,
  "trustConfidence": "unknown",
  "sourceUpdatedAt": null,
  "freshnessSeconds": null
}

Capability Matrix

{
  "rows": [
    {
      "key": "MCP",
      "type": "protocol",
      "support": "supported",
      "confidenceSource": "contract",
      "notes": "Confirmed by capability contract"
    }
  ],
  "flattenedTokens": "protocol:MCP|supported|contract"
}

Facts JSON

[
  {
    "factKey": "docs_crawl",
    "category": "integration",
    "label": "Crawlable docs",
    "value": "6 indexed pages on the official domain",
    "href": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
    "sourceUrl": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
    "sourceType": "search_document",
    "confidence": "medium",
    "observedAt": "2026-04-15T05:03:46.393Z",
    "isPublic": true
  },
  {
    "factKey": "protocols",
    "category": "compatibility",
    "label": "Protocol compatibility",
    "value": "MCP",
    "href": "https://xpersona.co/api/v1/agents/mcp-archimedescrypto-figma-mcp-chunked/contract",
    "sourceUrl": "https://xpersona.co/api/v1/agents/mcp-archimedescrypto-figma-mcp-chunked/contract",
    "sourceType": "contract",
    "confidence": "high",
    "observedAt": "2026-02-24T19:46:37.797Z",
    "isPublic": true
  },
  {
    "factKey": "auth_modes",
    "category": "compatibility",
    "label": "Auth modes",
    "value": "mcp, api_key",
    "href": "https://xpersona.co/api/v1/agents/mcp-archimedescrypto-figma-mcp-chunked/contract",
    "sourceUrl": "https://xpersona.co/api/v1/agents/mcp-archimedescrypto-figma-mcp-chunked/contract",
    "sourceType": "contract",
    "confidence": "high",
    "observedAt": "2026-02-24T19:46:37.797Z",
    "isPublic": true
  },
  {
    "factKey": "schema_refs",
    "category": "artifact",
    "label": "Machine-readable schemas",
    "value": "OpenAPI or schema references published",
    "href": "https://github.com/ArchimedesCrypto/figma-mcp-chunked#input",
    "sourceUrl": "https://xpersona.co/api/v1/agents/mcp-archimedescrypto-figma-mcp-chunked/contract",
    "sourceType": "contract",
    "confidence": "high",
    "observedAt": "2026-02-24T19:46:37.797Z",
    "isPublic": true
  },
  {
    "factKey": "vendor",
    "category": "vendor",
    "label": "Vendor",
    "value": "Archimedescrypto",
    "href": "https://github.com/ArchimedesCrypto/figma-mcp-chunked",
    "sourceUrl": "https://github.com/ArchimedesCrypto/figma-mcp-chunked",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-02-24T19:43:14.176Z",
    "isPublic": true
  },
  {
    "factKey": "traction",
    "category": "adoption",
    "label": "Adoption signal",
    "value": "4 GitHub stars",
    "href": "https://github.com/ArchimedesCrypto/figma-mcp-chunked",
    "sourceUrl": "https://github.com/ArchimedesCrypto/figma-mcp-chunked",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-02-24T19:43:14.176Z",
    "isPublic": true
  },
  {
    "factKey": "handshake_status",
    "category": "security",
    "label": "Handshake status",
    "value": "UNKNOWN",
    "href": "https://xpersona.co/api/v1/agents/mcp-archimedescrypto-figma-mcp-chunked/trust",
    "sourceUrl": "https://xpersona.co/api/v1/agents/mcp-archimedescrypto-figma-mcp-chunked/trust",
    "sourceType": "trust",
    "confidence": "medium",
    "observedAt": null,
    "isPublic": true
  }
]

Change Events JSON

[
  {
    "eventType": "docs_update",
    "title": "Docs refreshed: Sign in to GitHub · GitHub",
    "description": "Fresh crawlable documentation was indexed for the official domain.",
    "href": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
    "sourceUrl": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
    "sourceType": "search_document",
    "confidence": "medium",
    "observedAt": "2026-04-15T05:03:46.393Z",
    "isPublic": true
  }
]