How should expo-gemini-mcp-server 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

expo-gemini-mcp-server answer-first brief

A Model Context Protocol server for Expo documentation with Gemini AI integration Expo Gemini MCP Server 🚀 **Một Model Context Protocol (MCP) server cho tài liệu Expo với tích hợp Gemini AI** Server này cung cấp cho các AI assistant khả năng truy cập vào tài liệu Expo cập nhật với sự hỗ trợ của Gemini AI để tăng cường kết quả tìm kiếm và tạo ra các ví dụ code chất lượng cao. ✨ Tính năng - 🔍 **Tìm kiếm ngữ nghĩa**: Tìm kiếm thông minh trong tài liệu Expo sử dụng Gemini embeddings - 🤖 **Hoàn toàn Published capability contract available. No trust telemetry is available yet. 3 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

expo-gemini-mcp-server 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

expo-gemini-mcp-server

MCPverified

Public facts

Change events

Artifacts

Freshness

Feb 22, 2026

Verifiededitorial-content1 verified compatibility signal3 GitHub stars

Published capability contract available. No trust telemetry is available yet. 3 GitHub stars reported by the source. Last updated 2/24/2026.

3 GitHub starsSchema refs publishedTrust evidence available

Trust score

Unknown

Compatibility

MCP

Freshness

Feb 22, 2026

Vendor

Tai Dt

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. 3 GitHub stars reported by the source. Last updated 2/24/2026.

View Source

Setup snapshot

git clone https://github.com/Tai-DT/expo-gemini-mcp-server.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

Tai Dt

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

3 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

git clone <repository-url>
cd expo-gemini-mcp-server
npm install

bash

cp .env.example .env

env

GEMINI_API_KEY=your_gemini_api_key_here
PORT=3000
NODE_ENV=development

bash

npm run build-index

bash

npm run build
npm start

bash

npm run dev

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

Expo Gemini MCP Server

🚀 Một Model Context Protocol (MCP) server cho tài liệu Expo với tích hợp Gemini AI

Server này cung cấp cho các AI assistant khả năng truy cập vào tài liệu Expo cập nhật với sự hỗ trợ của Gemini AI để tăng cường kết quả tìm kiếm và tạo ra các ví dụ code chất lượng cao.

✨ Tính năng

🔍 Tìm kiếm ngữ nghĩa: Tìm kiếm thông minh trong tài liệu Expo sử dụng Gemini embeddings
🤖 Hoàn toàn Gemini AI: Sử dụng Gemini cho cả embeddings và text generation
📚 Tài liệu đầy đủ: Bao gồm API reference, guides, và tutorials
🎯 MCP Protocol: Tuân thủ chuẩn Model Context Protocol
⚡ Tìm kiếm hybrid: Kết hợp tìm kiếm ngữ nghĩa và từ khóa
🔧 Giải thích concepts: Giải thích chi tiết các khái niệm Expo

🛠 Cài đặt

Yêu cầu hệ thống

Node.js (v16 hoặc cao hơn)
npm hoặc yarn
Gemini API key (duy nhất cần thiết)

Bước 1: Clone và cài đặt

git clone <repository-url>
cd expo-gemini-mcp-server
npm install

Bước 2: Cấu hình môi trường

cp .env.example .env

Chỉnh sửa file .env và thêm Gemini API key:

GEMINI_API_KEY=your_gemini_api_key_here
PORT=3000
NODE_ENV=development

Bước 3: Xây dựng index tài liệu

npm run build-index

Lệnh này sẽ:

Clone tài liệu Expo từ GitHub
Xử lý các file markdown
Tạo embeddings sử dụng OpenAI
Lưu vào vector store

Bước 4: Build và khởi chạy server

npm run build
npm start

Hoặc chạy trong development mode:

npm run dev

Bước 5: Test server

npm test

🎯 Sử dụng

MCP Tools có sẵn

1. `search_expo_docs`

Tìm kiếm trong tài liệu Expo với AI enhancement

{
  "query": "How to use Image component in Expo?",
  "maxResults": 5,
  "useGemini": true
}

2. `get_expo_examples`

Lấy code examples cho components/APIs cụ thể

{
  "component": "Camera",
  "complexity": "intermediate"
}

3. `explain_expo_concept`

Giải thích chi tiết các khái niệm Expo

{
  "concept": "Expo Router",
  "audience": "beginner"
}

Kết nối với AI Assistants

Claude Desktop

Thêm vào claude_desktop_config.json:

{
  "mcpServers": {
    "expo-gemini-docs": {
      "command": "node",
      "args": ["/path/to/expo-gemini-mcp-server/dist/index.js"],
      "env": {
        "OPENAI_API_KEY": "your_key",
        "GEMINI_API_KEY": "your_key"
      }
    }
  }
}

Cursor/VS Code

Sử dụng MCP extension và cấu hình server endpoint.

🧠 Tích hợp Gemini AI

Tăng cường kết quả tìm kiếm

Gemini AI sẽ:

Đánh giá mức độ liên quan của kết quả
Thêm tóm tắt cho mỗi kết quả
Đề xuất topics liên quan
Highlight thông tin quan trọng

Tạo code examples

Gemini có thể tạo:

Examples hoàn chỉnh và có thể chạy được
Use cases phổ biến
Best practices
Cảnh báo về common pitfalls

Giải thích concepts

Gemini điều chỉnh explanations theo:

Beginner: Ngôn ngữ đơn giản, bao gồm setup steps
Intermediate: Tập trung vào practical usage
Expert: Chi tiết advanced, performance considerations

📁 Cấu trúc dự án

expo-gemini-mcp-server/
├── src/
│   ├── index.ts              # Entry point chính
│   ├── services/
│   │   ├── GeminiService.ts  # Tích hợp Gemini AI
│   │   ├── VectorStoreService.ts # Vector database
│   │   └── ExpoDocsService.ts    # Logic xử lý docs
│   └── utils/
│       └── logger.ts         # Logging utilities
├── scripts/
│   └── build-index.js        # Script build documentation index
├── data/                     # Vector store và search index
├── logs/                     # Log files
├── docs-source/              # Expo documentation (cloned)
├── package.json
├── tsconfig.json
├── mcp-config.json          # MCP configuration
└── README.md

🔧 Scripts có sẵn

npm run build: Compile TypeScript sang JavaScript
npm start: Khởi chạy server (production)
npm run dev: Khởi chạy với watch mode (development)
npm run build-index: Xây dựng documentation index
npm run update-docs: Cập nhật docs và rebuild index
npm test: Test server functionality

🔍 Troubleshooting

Vector store trống

# Rebuild index
npm run build-index

Gemini API errors

Kiểm tra API key trong .env
Verify quotas và billing
Check network connectivity

OpenAI embedding errors

Kiểm tra API key và credits
Rate limiting - script tự động pause
Reduce batch size nếu cần

Memory issues

Tăng Node.js memory limit:

node --max-old-space-size=4096 scripts/build-index.js

🤝 Đóng góp

Fork repository
Tạo feature branch (git checkout -b feature/amazing-feature)
Commit changes (git commit -m 'Add amazing feature')
Push to branch (git push origin feature/amazing-feature)
Tạo Pull Request

📄 License

Distributed under the MIT License. See LICENSE for more information.

🙏 Acknowledgments

Expo Team - Cho documentation tuyệt vời
Google AI - Cho Gemini API
OpenAI - Cho embedding models
Model Context Protocol - Cho MCP standard

📞 Hỗ trợ

Có vấn đề gì? Tạo issue hoặc liên hệ qua email.

Happy coding with Expo and AI! 🚀🤖

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://www.xpersona.co/api/v1/agents/mcp-tai-dt-expo-gemini-mcp-server/snapshot"

curl -s "https://www.xpersona.co/api/v1/agents/mcp-tai-dt-expo-gemini-mcp-server/contract"

curl -s "https://www.xpersona.co/api/v1/agents/mcp-tai-dt-expo-gemini-mcp-server/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

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MCPAImcpmodel-context-protocol

Gitlab Public ProjectsUpdated 1h agoRank 83

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A Model Context Protocol (MCP) server for GitLab

MCPAImcpmodel-context-protocol

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Viral Content Creation Agent

This agent researches trends, scripts videos, sets up engagement automation, and compiles everything into a shareable document.

MCPagentassistantautomation

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Reddit Trend Content Generator by Kiran Shahid

This agent analyzes Reddit data to generate trending content concepts tailored to your audience.

MCPagentassistantautomation

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/Tai-DT/expo-gemini-mcp-server#input",
  "outputSchemaRef": "https://github.com/Tai-DT/expo-gemini-mcp-server#output",
  "dataRegion": "global",
  "contractUpdatedAt": "2026-02-24T19:46:54.949Z",
  "sourceUpdatedAt": "2026-02-24T19:46:54.949Z",
  "freshnessSeconds": 19550476
}

Invocation Guide

{
  "preferredApi": {
    "snapshotUrl": "https://www.xpersona.co/api/v1/agents/mcp-tai-dt-expo-gemini-mcp-server/snapshot",
    "contractUrl": "https://www.xpersona.co/api/v1/agents/mcp-tai-dt-expo-gemini-mcp-server/contract",
    "trustUrl": "https://www.xpersona.co/api/v1/agents/mcp-tai-dt-expo-gemini-mcp-server/trust"
  },
  "curlExamples": [
    "curl -s \"https://www.xpersona.co/api/v1/agents/mcp-tai-dt-expo-gemini-mcp-server/snapshot\"",
    "curl -s \"https://www.xpersona.co/api/v1/agents/mcp-tai-dt-expo-gemini-mcp-server/contract\"",
    "curl -s \"https://www.xpersona.co/api/v1/agents/mcp-tai-dt-expo-gemini-mcp-server/trust\""
  ],
  "jsonRequestTemplate": {
    "query": "summarize this repo",
    "constraints": {
      "maxLatencyMs": 2000,
      "protocolPreference": [
        "MCP"
      ]
    }
  },
  "jsonResponseTemplate": {
    "ok": true,
    "result": {
      "summary": "...",
      "confidence": 0.9
    },
    "meta": {
      "source": "GITHUB_MCP",
      "generatedAt": "2026-10-09T02:28:11.341Z"
    }
  },
  "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"
    },
    {
      "key": "expo",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "mcp",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "model-context-protocol",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "gemini",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "ai",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "documentation",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    }
  ],
  "flattenedTokens": "protocol:MCP|supported|contract capability:expo|supported|profile capability:mcp|supported|profile capability:model-context-protocol|supported|profile capability:gemini|supported|profile capability:ai|supported|profile capability:documentation|supported|profile"
}

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://www.xpersona.co/api/v1/agents/mcp-tai-dt-expo-gemini-mcp-server/contract",
    "sourceUrl": "https://www.xpersona.co/api/v1/agents/mcp-tai-dt-expo-gemini-mcp-server/contract",
    "sourceType": "contract",
    "confidence": "high",
    "observedAt": "2026-02-24T19:46:54.949Z",
    "isPublic": true
  },
  {
    "factKey": "auth_modes",
    "category": "compatibility",
    "label": "Auth modes",
    "value": "mcp, api_key",
    "href": "https://www.xpersona.co/api/v1/agents/mcp-tai-dt-expo-gemini-mcp-server/contract",
    "sourceUrl": "https://www.xpersona.co/api/v1/agents/mcp-tai-dt-expo-gemini-mcp-server/contract",
    "sourceType": "contract",
    "confidence": "high",
    "observedAt": "2026-02-24T19:46:54.949Z",
    "isPublic": true
  },
  {
    "factKey": "schema_refs",
    "category": "artifact",
    "label": "Machine-readable schemas",
    "value": "OpenAPI or schema references published",
    "href": "https://github.com/Tai-DT/expo-gemini-mcp-server#input",
    "sourceUrl": "https://www.xpersona.co/api/v1/agents/mcp-tai-dt-expo-gemini-mcp-server/contract",
    "sourceType": "contract",
    "confidence": "high",
    "observedAt": "2026-02-24T19:46:54.949Z",
    "isPublic": true
  },
  {
    "factKey": "vendor",
    "category": "vendor",
    "label": "Vendor",
    "value": "Tai Dt",
    "href": "https://github.com/Tai-DT/expo-gemini-mcp-server",
    "sourceUrl": "https://github.com/Tai-DT/expo-gemini-mcp-server",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-02-24T19:43:14.176Z",
    "isPublic": true
  },
  {
    "factKey": "traction",
    "category": "adoption",
    "label": "Adoption signal",
    "value": "3 GitHub stars",
    "href": "https://github.com/Tai-DT/expo-gemini-mcp-server",
    "sourceUrl": "https://github.com/Tai-DT/expo-gemini-mcp-server",
    "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://www.xpersona.co/api/v1/agents/mcp-tai-dt-expo-gemini-mcp-server/trust",
    "sourceUrl": "https://www.xpersona.co/api/v1/agents/mcp-tai-dt-expo-gemini-mcp-server/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
  }
]

expo-gemini-mcp-server answer-first brief

Executive Summary

Evidence Ledger

Release & Crawl Timeline

Artifacts Archive

Docs & README

Expo Gemini MCP Server

✨ Tính năng

🛠 Cài đặt

Yêu cầu hệ thống

Bước 1: Clone và cài đặt

Bước 2: Cấu hình môi trường

Bước 3: Xây dựng index tài liệu

Bước 4: Build và khởi chạy server

Bước 5: Test server

🎯 Sử dụng

MCP Tools có sẵn

1. search_expo_docs

2. get_expo_examples

3. explain_expo_concept

Kết nối với AI Assistants

Claude Desktop

Cursor/VS Code

🧠 Tích hợp Gemini AI

Tăng cường kết quả tìm kiếm

Tạo code examples

Giải thích concepts

📁 Cấu trúc dự án

🔧 Scripts có sẵn

🔍 Troubleshooting

Vector store trống

Gemini API errors

OpenAI embedding errors

Memory issues

🤝 Đóng góp

📄 License

🙏 Acknowledgments

📞 Hỗ trợ

Contract & API

Reliability & Benchmarks

Media & Demo

Related Agents

gitlab-mcp

gitlab-mcp

Viral Content Creation Agent

Reddit Trend Content Generator by Kiran Shahid

1. `search_expo_docs`

2. `get_expo_examples`

3. `explain_expo_concept`