diff --git a/.github/workflows/check-glama.yml b/.github/workflows/check-glama.yml new file mode 100644 index 00000000..1d086b76 --- /dev/null +++ b/.github/workflows/check-glama.yml @@ -0,0 +1,354 @@ +name: Check Glama Link + +on: + pull_request_target: + types: [opened, edited, synchronize, closed] + +permissions: + contents: read + pull-requests: write + issues: write + +jobs: + # Post-merge welcome comment + welcome: + if: github.event.action == 'closed' && github.event.pull_request.merged == true + runs-on: ubuntu-latest + steps: + - name: Post welcome comment + uses: actions/github-script@v7 + with: + script: | + const { owner, repo } = context.repo; + const pr_number = context.payload.pull_request.number; + const marker = ''; + + const { data: comments } = await github.rest.issues.listComments({ + owner, + repo, + issue_number: pr_number, + per_page: 100, + }); + + if (!comments.some(c => c.body.includes(marker))) { + await github.rest.issues.createComment({ + owner, + repo, + issue_number: pr_number, + body: `${marker}\nThank you for your contribution! Your server has been merged. + + Are you in the MCP [Discord](https://glama.ai/mcp/discord)? Let me know your Discord username and I will give you a **server-author** flair. + + If you also have a remote server, you can list it under https://glama.ai/mcp/connectors` + }); + } + + # Validation checks (only on open PRs) + check-submission: + if: github.event.action != 'closed' + runs-on: ubuntu-latest + steps: + - name: Checkout base branch + uses: actions/checkout@v4 + with: + ref: ${{ github.event.pull_request.base.ref }} + + - name: Validate PR submission + uses: actions/github-script@v7 + with: + script: | + const fs = require('fs'); + const { owner, repo } = context.repo; + const pr_number = context.payload.pull_request.number; + + // Read existing README to check for duplicates + const readme = fs.readFileSync('README.md', 'utf8'); + const existingUrls = new Set(); + const urlRegex = /\(https:\/\/github\.com\/[^)]+\)/gi; + for (const match of readme.matchAll(urlRegex)) { + existingUrls.add(match[0].toLowerCase()); + } + + // Get the PR diff + const { data: files } = await github.rest.pulls.listFiles({ + owner, + repo, + pull_number: pr_number, + per_page: 100, + }); + + // Permitted emojis + const permittedEmojis = [ + '\u{1F396}\uFE0F', // 🎖️ official + '\u{1F40D}', // 🐍 Python + '\u{1F4C7}', // 📇 TypeScript/JS + '\u{1F3CE}\uFE0F', // 🏎️ Go + '\u{1F980}', // 🦀 Rust + '#\uFE0F\u20E3', // #️⃣ C# + '\u2615', // ☕ Java + '\u{1F30A}', // 🌊 C/C++ + '\u{1F48E}', // 💎 Ruby + '\u2601\uFE0F', // ☁️ Cloud + '\u{1F3E0}', // 🏠 Local + '\u{1F4DF}', // 📟 Embedded + '\u{1F34E}', // 🍎 macOS + '\u{1FA9F}', // 🪟 Windows + '\u{1F427}', // 🐧 Linux + ]; + + // Only check added lines (starting with +) for glama link + const hasGlama = files.some(file => + file.patch && file.patch.split('\n') + .filter(line => line.startsWith('+')) + .some(line => line.includes('glama.ai/mcp/servers')) + ); + + // Check added lines for emoji usage + const addedLines = files + .filter(f => f.patch) + .flatMap(f => f.patch.split('\n').filter(line => line.startsWith('+'))) + .filter(line => line.includes('](https://github.com/')); + + let hasValidEmoji = false; + let hasInvalidEmoji = false; + const invalidLines = []; + const badNameLines = []; + const duplicateUrls = []; + const nonGithubUrls = []; + + // Check for non-GitHub URLs in added entry lines (list items with markdown links) + const allAddedEntryLines = files + .filter(f => f.patch) + .flatMap(f => f.patch.split('\n').filter(line => line.startsWith('+'))) + .map(line => line.replace(/^\+/, '')) + .filter(line => /^\s*-\s*\[/.test(line)); + + for (const line of allAddedEntryLines) { + // Extract the primary link URL (first markdown link) + const linkMatch = line.match(/\]\((https?:\/\/[^)]+)\)/); + if (linkMatch) { + const url = linkMatch[1]; + if (!url.startsWith('https://github.com/')) { + nonGithubUrls.push(url); + } + } + } + + // Check for duplicates + for (const line of addedLines) { + const ghMatch = line.match(/\(https:\/\/github\.com\/[^)]+\)/i); + if (ghMatch && existingUrls.has(ghMatch[0].toLowerCase())) { + duplicateUrls.push(ghMatch[0].replace(/[()]/g, '')); + } + } + + for (const line of addedLines) { + const usedPermitted = permittedEmojis.filter(e => line.includes(e)); + if (usedPermitted.length > 0) { + hasValidEmoji = true; + } else { + // Line with a GitHub link but no permitted emoji + invalidLines.push(line.replace(/^\+/, '').trim()); + } + + // Check for emojis that aren't in the permitted list + const emojiRegex = /\p{Emoji_Presentation}|\p{Emoji}\uFE0F/gu; + const allEmojis = line.match(emojiRegex) || []; + const unknownEmojis = allEmojis.filter(e => !permittedEmojis.some(p => p.includes(e) || e.includes(p))); + if (unknownEmojis.length > 0) { + hasInvalidEmoji = true; + } + + // Check that the link text uses full owner/repo format + // Pattern: [link-text](https://github.com/owner/repo) + const entryRegex = /\[([^\]]+)\]\(https:\/\/github\.com\/([^/]+)\/([^/)]+)\)/; + const match = line.match(entryRegex); + if (match) { + const linkText = match[1]; + const expectedName = `${match[2]}/${match[3]}`; + // Link text should contain owner/repo (case-insensitive) + if (!linkText.toLowerCase().includes('/')) { + badNameLines.push({ linkText, expectedName }); + } + } + } + + const emojiOk = addedLines.length === 0 || (hasValidEmoji && !hasInvalidEmoji && invalidLines.length === 0); + const nameOk = badNameLines.length === 0; + const noDuplicates = duplicateUrls.length === 0; + const allGithub = nonGithubUrls.length === 0; + + // Apply glama labels + const glamaLabel = hasGlama ? 'has-glama' : 'missing-glama'; + const glamaLabelRemove = hasGlama ? 'missing-glama' : 'has-glama'; + + // Apply emoji labels + const emojiLabel = emojiOk ? 'has-emoji' : 'missing-emoji'; + const emojiLabelRemove = emojiOk ? 'missing-emoji' : 'has-emoji'; + + // Apply name labels + const nameLabel = nameOk ? 'valid-name' : 'invalid-name'; + const nameLabelRemove = nameOk ? 'invalid-name' : 'valid-name'; + + const labelsToAdd = [glamaLabel, emojiLabel, nameLabel]; + const labelsToRemove = [glamaLabelRemove, emojiLabelRemove, nameLabelRemove]; + + if (!noDuplicates) { + labelsToAdd.push('duplicate'); + } else { + labelsToRemove.push('duplicate'); + } + + if (!allGithub) { + labelsToAdd.push('non-github-url'); + } else { + labelsToRemove.push('non-github-url'); + } + + await github.rest.issues.addLabels({ + owner, + repo, + issue_number: pr_number, + labels: labelsToAdd, + }); + + for (const label of labelsToRemove) { + try { + await github.rest.issues.removeLabel({ + owner, + repo, + issue_number: pr_number, + name: label, + }); + } catch (e) { + // Label wasn't present, ignore + } + } + + // Post comments for issues, avoiding duplicates + const { data: comments } = await github.rest.issues.listComments({ + owner, + repo, + issue_number: pr_number, + per_page: 100, + }); + + // Glama comment + if (!hasGlama) { + const marker = ''; + if (!comments.some(c => c.body.includes(marker))) { + await github.rest.issues.createComment({ + owner, + repo, + issue_number: pr_number, + body: `${marker}\nHey, + + To ensure that only working servers are listed, we're updating our listing requirements. + + Please complete the following steps: + + 1. **Ensure your server is listed on Glama.** If it isn't already, submit it at https://glama.ai/mcp/servers and verify that it passes all checks (including a successfully built Docker image and a release). + + 2. **Update your PR** by adding a \`[glama](https://glama.ai/mcp/servers/...)\` link immediately after the GitHub repository link, pointing to your server's Glama listing page. + + If you need any assistance, feel free to ask questions here or on [Discord](https://glama.ai/discord). + + P.S. If your server already has a hosted endpoint, you can also list it under https://glama.ai/mcp/connectors.` + }); + } + } + + // Emoji comment + if (!emojiOk && addedLines.length > 0) { + const marker = ''; + if (!comments.some(c => c.body.includes(marker))) { + const emojiList = [ + '🎖️ – official implementation', + '🐍 – Python', + '📇 – TypeScript / JavaScript', + '🏎️ – Go', + '🦀 – Rust', + '#️⃣ – C#', + '☕ – Java', + '🌊 – C/C++', + '💎 – Ruby', + '☁️ – Cloud Service', + '🏠 – Local Service', + '📟 – Embedded Systems', + '🍎 – macOS', + '🪟 – Windows', + '🐧 – Linux', + ].map(e => `- ${e}`).join('\n'); + + await github.rest.issues.createComment({ + owner, + repo, + issue_number: pr_number, + body: `${marker}\nYour submission is missing a required emoji tag or uses an unrecognized one. Each entry must include at least one of the permitted emojis after the repository link. + + **Permitted emojis:** + ${emojiList} + + Please update your PR to include the appropriate emoji(s). See existing entries for examples.` + }); + } + } + + // Duplicate comment + if (!noDuplicates) { + const marker = ''; + if (!comments.some(c => c.body.includes(marker))) { + const dupes = duplicateUrls.map(u => `- ${u}`).join('\n'); + await github.rest.issues.createComment({ + owner, + repo, + issue_number: pr_number, + body: `${marker}\nThe following server(s) are already listed in the repository: + + ${dupes} + + Please remove the duplicate entries from your PR.` + }); + } + } + + // Non-GitHub URL comment + if (!allGithub) { + const marker = ''; + if (!comments.some(c => c.body.includes(marker))) { + const urls = nonGithubUrls.map(u => `- ${u}`).join('\n'); + await github.rest.issues.createComment({ + owner, + repo, + issue_number: pr_number, + body: `${marker}\nWe only accept servers hosted on GitHub. The following URLs are not GitHub links: + + ${urls} + + Please update your PR to use a \`https://github.com/...\` repository link.` + }); + } + } + + // Name format comment + if (!nameOk) { + const marker = ''; + if (!comments.some(c => c.body.includes(marker))) { + const examples = badNameLines.map( + b => `- \`${b.linkText}\` should be \`${b.expectedName}\`` + ).join('\n'); + + await github.rest.issues.createComment({ + owner, + repo, + issue_number: pr_number, + body: `${marker}\nThe entry name must use the full \`owner/repo\` format (not just the repo name). + + ${examples} + + For example: \`[user/mcp-server-example](https://github.com/user/mcp-server-example)\` + + Please update your PR to use the full repository name.` + }); + } + } diff --git a/README-fa-ir.md b/README-fa-ir.md index d0c2ddcc..8290dd9c 100644 --- a/README-fa-ir.md +++ b/README-fa-ir.md @@ -704,6 +704,7 @@ - [chargebee/mcp](https://github.com/chargebee/agentkit/tree/main/modelcontextprotocol) 🎖️ 📇 ☁️ - سرور MCP که عامل‌های هوش مصنوعی را به [پلتفرم Chargebee](https://www.chargebee.com/) متصل می‌کند. - [codex-data/codex-mcp](https://github.com/Codex-Data/codex-mcp) 🎖️ 📇 ☁️ - یکپارچه‌سازی با [Codex API](https://www.codex.io) برای داده‌های بلاکچین و بازار غنی‌شده بی‌درنگ در بیش از ۶۰ شبکه - [coinpaprika/dexpaprika-mcp](https://github.com/coinpaprika/dexpaprika-mcp) 🎖️ 📇 ☁️ 🍎 🪟 🐧 - سرور DexPaprika MCP Coinpaprika [DexPaprika API](https://docs.dexpaprika.com) با کارایی بالا را در معرض دید قرار می‌دهد که بیش از ۲۰ زنجیره و بیش از ۵ میلیون توکن را با قیمت‌گذاری بی‌درنگ، داده‌های استخر نقدینگی و داده‌های تاریخی OHLCV پوشش می‌دهد و به عامل‌های هوش مصنوعی دسترسی استاندارد به داده‌های جامع بازار از طریق Model Context Protocol را می‌دهد. +- [debridge-finance/debridge-mcp](https://github.com/debridge-finance/debridge-mcp) [glama](https://glama.ai/mcp/servers/@debridge-finance/de-bridge) 📇 🏠 ☁️ - سواپ‌های زنجیره‌ای متقاطع و پل‌زنی بین بلاکچین‌های EVM و Solana از طریق پروتکل deBridge. به عامل‌های هوش مصنوعی امکان کشف مسیرهای بهینه، ارزیابی کارمزدها و آغاز معاملات غیرحضانتی را می‌دهد. - [doggybee/mcp-server-ccxt](https://github.com/doggybee/mcp-server-ccxt) 📇 ☁️ - یک سرور MCP برای دسترسی به داده‌های بازار کریپتو بی‌درنگ و معامله از طریق بیش از ۲۰ صرافی با استفاده از کتابخانه CCXT. از spot، futures، OHLCV، موجودی‌ها، سفارشات و موارد دیگر پشتیبانی می‌کند. - [ferdousbhai/investor-agent](https://github.com/ferdousbhai/investor-agent) 🐍 ☁️ - یکپارچه‌سازی با Yahoo Finance برای دریافت داده‌های بازار سهام شامل توصیه‌های آپشن‌ها - [ferdousbhai/tasty-agent](https://github.com/ferdousbhai/tasty-agent) 🐍 ☁️ - یکپارچه‌سازی با Tastyworks API برای مدیریت فعالیت‌های معاملاتی در Tastytrade diff --git a/README-ja.md b/README-ja.md index f95011d7..b8cb09e1 100644 --- a/README-ja.md +++ b/README-ja.md @@ -364,6 +364,7 @@ aliyun/alibabacloud-tablestore-mcp-server ☕ 🐍 ☁️ - 阿里云表格存 - [A1X5H04/binance-mcp-server](https://github.com/A1X5H04/binance-mcp-server) 🐍 ☁️ - Binance APIとの統合で、暗号通貨価格、市場データ、口座情報へのアクセスを提供 - [akdetrick/mcp-teller](https://github.com/akdetrick/mcp-teller) 🐍 🏠 - カナダのフィンテック企業Tellerのアカウント集約APIへのアクセス +- [debridge-finance/debridge-mcp](https://github.com/debridge-finance/debridge-mcp) [glama](https://glama.ai/mcp/servers/@debridge-finance/de-bridge) 📇 🏠 ☁️ - deBridgeプロトコルを介したEVMおよびSolanaブロックチェーン間のクロスチェーンスワップとブリッジング。AIエージェントが最適なルートの発見、手数料の評価、ノンカストディアル取引の開始を可能にします。 - [fatwang2/alpaca-trade-mcp](https://github.com/fatwang2/alpaca-trade-mcp) 📇 ☁️ - Alpaca取引プラットフォームとの統合 - [fatwang2/coinbase-mcp](https://github.com/fatwang2/coinbase-mcp) 📇 ☁️ - Coinbase Advanced Trade APIとの統合 - [fatwang2/robinhood-mcp](https://github.com/fatwang2/robinhood-mcp) 📇 ☁️ - Robinhood取引プラットフォームとの統合 diff --git a/README-ko.md b/README-ko.md index a87fbcf9..ac6d7b28 100644 --- a/README-ko.md +++ b/README-ko.md @@ -361,6 +361,7 @@ - [QuantGeekDev/coincap-mcp](https://github.com/QuantGeekDev/coincap-mcp) 📇 ☁️ - CoinCap의 공개 API를 사용한 실시간 암호화폐 시장 데이터 통합으로, API 키 없이 암호화폐 가격 및 시장 정보 접근 제공 - [anjor/coinmarket-mcp-server](https://github.com/anjor/coinmarket-mcp-server) 🐍 ☁️ - 암호화폐 목록 및 시세를 가져오기 위한 Coinmarket API 통합 - [berlinbra/alpha-vantage-mcp](https://github.com/berlinbra/alpha-vantage-mcp) 🐍 ☁️ - 주식 및 암호화폐 정보를 모두 가져오기 위한 Alpha Vantage API 통합 +- [debridge-finance/debridge-mcp](https://github.com/debridge-finance/debridge-mcp) [glama](https://glama.ai/mcp/servers/@debridge-finance/de-bridge) 📇 🏠 ☁️ - deBridge 프로토콜을 통한 EVM 및 Solana 블록체인 간 크로스체인 스왑 및 브리징. AI 에이전트가 최적의 경로를 탐색하고 수수료를 평가하며 비수탁형 거래를 시작할 수 있습니다. - [ferdousbhai/tasty-agent](https://github.com/ferdousbhai/tasty-agent) 🐍 ☁️ - Tastytrade에서의 거래 활동을 처리하기 위한 Tastyworks API 통합 - [ferdousbhai/investor-agent](https://github.com/ferdousbhai/investor-agent) 🐍 ☁️ - 옵션 추천을 포함한 주식 시장 데이터를 가져오기 위한 Yahoo Finance 통합 - [mcpdotdirect/evm-mcp-server](https://github.com/mcpdotdirect/evm-mcp-server) 📇 ☁️ - 30개 이상의 EVM 네트워크를 위한 포괄적인 블록체인 서비스, 네이티브 토큰, ERC20, NFT, 스마트 계약, 트랜잭션 및 ENS 확인 지원. diff --git a/README-pt_BR.md b/README-pt_BR.md index 433c1350..e523a6d6 100644 --- a/README-pt_BR.md +++ b/README-pt_BR.md @@ -351,6 +351,7 @@ Acesso a dados financeiros e ferramentas de análise. Permite que modelos de IA - [ahnlabio/bicscan-mcp](https://github.com/ahnlabio/bicscan-mcp) 🎖️ 🐍 ☁️ - Pontuação de risco / participações de ativos de endereço de blockchain EVM (EOA, CA, ENS) e até mesmo nomes de domínio. - [bitteprotocol/mcp](https://github.com/BitteProtocol/mcp) 📇 - Integração com o Bitte Protocol para executar Agentes de IA em várias blockchains. - [chargebee/mcp](https://github.com/chargebee/agentkit/tree/main/modelcontextprotocol) 🎖️ 📇 ☁️ - Servidor MCP que conecta agentes de IA à [plataforma Chargebee](https://www.chargebee.com/). +- [debridge-finance/debridge-mcp](https://github.com/debridge-finance/debridge-mcp) [glama](https://glama.ai/mcp/servers/@debridge-finance/de-bridge) 📇 🏠 ☁️ - Swaps cross-chain e bridging entre blockchains EVM e Solana via protocolo deBridge. Permite que agentes de IA descubram rotas otimizadas, avaliem taxas e iniciem negociações sem custódia. - [Wuye-AI/mcp-server-wuye-ai](https://github.com/wuye-ai/mcp-server-wuye-ai) 🎖️ 📇 ☁️ - Servidor MCP conectado à plataforma CRIC Wuye AI. O CRIC Wuye AI é um assistente inteligente desenvolvido pela CRIC especialmente para o setor de gestão de propriedades. - [JamesANZ/evm-mcp](https://github.com/JamesANZ/evm-mcp) 📇 ☁️ - Um servidor MCP que fornece acesso completo aos métodos JSON-RPC da Máquina Virtual Ethereum (EVM). Funciona com qualquer provedor de nó compatível com EVM, incluindo Infura, Alchemy, QuickNode, nós locais e muito mais. - [JamesANZ/prediction-market-mcp](https://github.com/JamesANZ/prediction-market-mcp) 📇 ☁️ - Um servidor MCP que fornece dados de mercado de previsão em tempo real de múltiplas plataformas incluindo Polymarket, PredictIt e Kalshi. Permite que assistentes de IA consultem probabilidades atuais, preços e informações de mercado através de uma interface unificada. diff --git a/README-th.md b/README-th.md index 77cbd73f..d6536eeb 100644 --- a/README-th.md +++ b/README-th.md @@ -386,6 +386,7 @@ - [berlinbra/alpha-vantage-mcp](https://github.com/berlinbra/alpha-vantage-mcp) 🐍 ☁️ - การผสานรวม Alpha Vantage API เพื่อดึงข้อมูลทั้งหุ้นและ crypto - [bitteprotocol/mcp](https://github.com/BitteProtocol/mcp) 📇 - การผสานรวม Bitte Protocol เพื่อรันตัวแทน AI บนบล็อกเชนหลายตัว - [chargebee/mcp](https://github.com/chargebee/agentkit/tree/main/modelcontextprotocol) 🎖️ 📇 ☁️ - เซิร์ฟเวอร์ MCP ที่เชื่อมต่อตัวแทน AI กับแพลตฟอร์ม [Chargebee](https://www.chargebee.com/) +- [debridge-finance/debridge-mcp](https://github.com/debridge-finance/debridge-mcp) [glama](https://glama.ai/mcp/servers/@debridge-finance/de-bridge) 📇 🏠 ☁️ - การสลับข้ามเชนและการเชื่อมต่อระหว่างบล็อกเชน EVM และ Solana ผ่านโปรโตคอล deBridge ช่วยให้ตัวแทน AI ค้นหาเส้นทางที่เหมาะสมที่สุด ประเมินค่าธรรมเนียม และเริ่มต้นการซื้อขายแบบไม่ต้องฝากเงิน - [ferdousbhai/investor-agent](https://github.com/ferdousbhai/investor-agent) 🐍 ☁️ - การผสานรวม Yahoo Finance เพื่อดึงข้อมูลตลาดหุ้น รวมถึงคำแนะนำออปชัน - [ferdousbhai/tasty-agent](https://github.com/ferdousbhai/tasty-agent) 🐍 ☁️ - การผสานรวม Tastyworks API เพื่อจัดการกิจกรรมการซื้อขายบน Tastytrade - [getalby/nwc-mcp-server](https://github.com/getalby/nwc-mcp-server) 📇 🏠 - การผสานรวมกระเป๋าเงิน Bitcoin Lightning ขับเคลื่อนโดย Nostr Wallet Connect diff --git a/README-zh.md b/README-zh.md index fc237501..bedc12e8 100644 --- a/README-zh.md +++ b/README-zh.md @@ -390,6 +390,7 @@ Web 内容访问和自动化功能。支持以 AI 友好格式搜索、抓取和 - [QuantGeekDev/coincap-mcp](https://github.com/QuantGeekDev/coincap-mcp) 📇 ☁️ - 使用 CoinCap 的公共 API 集成实时加密货币市场数据，无需 API 密钥即可访问加密货币价格和市场信息 - [anjor/coinmarket-mcp-server](https://github.com/anjor/coinmarket-mcp-server) 🐍 ☁️ - Coinmarket API 集成以获取加密货币列表和报价 - [berlinbra/alpha-vantage-mcp](https://github.com/berlinbra/alpha-vantage-mcp) 🐍 ☁️ - Alpha Vantage API 集成，用于获取股票和加密货币信息 +- [debridge-finance/debridge-mcp](https://github.com/debridge-finance/debridge-mcp) [glama](https://glama.ai/mcp/servers/@debridge-finance/de-bridge) 📇 🏠 ☁️ - 通过deBridge协议实现EVM和Solana区块链之间的跨链兑换和桥接。使AI代理能够发现最优路径、评估费用并发起非托管交易。 - [ferdousbhai/tasty-agent](https://github.com/ferdousbhai/tasty-agent) 🐍 ☁️ - Tastyworks API 集成，用于管理 Tastytrade 平台的交易活动 - [ferdousbhai/investor-agent](https://github.com/ferdousbhai/investor-agent) 🐍 ☁️ - 整合雅虎财经以获取股市数据，包括期权推荐 - [mcpdotdirect/evm-mcp-server](https://github.com/mcpdotdirect/evm-mcp-server) 📇 ☁️ - 全面支持30多种EVM网络的区块链服务，涵盖原生代币、ERC20、NFT、智能合约、交易及ENS解析。 diff --git a/README-zh_TW.md b/README-zh_TW.md index 5556d1f8..25427c71 100644 --- a/README-zh_TW.md +++ b/README-zh_TW.md @@ -323,6 +323,7 @@ Web 內容訪問和自動化功能。支援以 AI 友好格式搜尋、抓取和 - [QuantGeekDev/coincap-mcp](https://github.com/QuantGeekDev/coincap-mcp) 📇 ☁️ - 使用 CoinCap 的公共 API 集成即時加密貨幣市場數據，無需 API 金鑰即可訪問加密貨幣價格和市場資訊 - [anjor/coinmarket-mcp-server](https://github.com/anjor/coinmarket-mcp-server) 🐍 ☁️ - Coinmarket API 集成以獲取加密貨幣列表和報價 - [berlinbra/alpha-vantage-mcp](https://github.com/berlinbra/alpha-vantage-mcp) 🐍 ☁️ - Alpha Vantage API 集成，用於獲取股票和加密貨幣資訊 +- [debridge-finance/debridge-mcp](https://github.com/debridge-finance/debridge-mcp) [glama](https://glama.ai/mcp/servers/@debridge-finance/de-bridge) 📇 🏠 ☁️ - 透過 deBridge 協議實現 EVM 和 Solana 區塊鏈之間的跨鏈兌換和橋接。使 AI 代理能夠發現最佳路徑、評估費用並發起非託管交易。 - [ferdousbhai/tasty-agent](https://github.com/ferdousbhai/tasty-agent) 🐍 ☁️ - Tastyworks API 集成，用於管理 Tastytrade 平台的交易活動 - [longportapp/openapi](https://github.com/longportapp/openapi/tree/main/mcp) - 🐍 ☁️ - LongPort OpenAPI 提供港美股等市場的股票即時行情數據，通過 MCP 提供 AI 接入分析、交易能力。 - [pwh-pwh/coin-mcp-server](https://github.com/pwh-pwh/coin-mcp-server) 🐍 ☁️ - 使用 Bitget 公共 API 去獲取加密貨幣最新價格 diff --git a/README.md b/README.md index 910ce5ec..d3098836 100644 --- a/README.md +++ b/README.md @@ -159,6 +159,7 @@ Servers for accessing many apps and tools through a single MCP server. - [PipedreamHQ/pipedream](https://github.com/PipedreamHQ/pipedream/tree/master/modelcontextprotocol) ☁️ 🏠 - Connect with 2,500 APIs with 8,000+ prebuilt tools, and manage servers for your users, in your own app. - [portel-dev/ncp](https://github.com/portel-dev/ncp) 📇 ☁️ 🏠 🍎 🪟 🐧 - NCP orchestrates your entire MCP ecosystem through intelligent discovery, eliminating token overhead while maintaining 98.2% accuracy. - [profullstack/mcp-server](https://github.com/profullstack/mcp-server) 📇 ☁️ 🏠 🍎 🪟 🐧 - A comprehensive MCP server aggregating 20+ tools including SEO optimization, document conversion, domain lookup, email validation, QR generation, weather data, social media posting, security scanning, and more developer utilities. +- [rupinder2/mcp-orchestrator](https://github.com/rupinder2/mcp-orchestrator) 🐍 🏠 🍎 🪩 🐧 - Central hub that aggregates tools from multiple MCP servers with unified BM25/regex search and deferred loading. - [sitbon/magg](https://github.com/sitbon/magg) 🍎 🪟 🐧 ☁️ 🏠 🐍 - Magg: A meta-MCP server that acts as a universal hub, allowing LLMs to autonomously discover, install, and orchestrate multiple MCP servers - essentially giving AI assistants the power to extend their own capabilities on-demand. - [sonnyflylock/voxie-ai-directory-mcp](https://github.com/sonnyflylock/voxie-ai-directory-mcp) 📇 ☁️ - AI Phone Number Directory providing access to AI services via webchat. Query Voxie AI personas and third-party services like ChatGPT, with instant webchat URLs for free interactions. - [SureScaleAI/openai-gpt-image-mcp](https://github.com/SureScaleAI/openai-gpt-image-mcp) 📇 ☁️ - OpenAI GPT image generation/editing MCP server. @@ -188,12 +189,14 @@ Access and explore art collections, cultural heritage, and museum databases. Ena - [asmith26/jupytercad-mcp](https://github.com/asmith26/jupytercad-mcp) 🐍 🏠 🍎 🪟 🐧 - An MCP server for [JupyterCAD](https://github.com/jupytercad/JupyterCAD) that allows you to control it using LLMs/natural language. - [burningion/video-editing-mcp](https://github.com/burningion/video-editing-mcp) 🐍 - Add, Analyze, Search, and Generate Video Edits from your Video Jungle Collection - [cantian-ai/bazi-mcp](https://github.com/cantian-ai/bazi-mcp) 📇 🏠 ☁️ 🍎 🪟 - Provides comprehensive and accurate Bazi (Chinese Astrology) charting and analysis +- [codex-curator/studiomcphub](https://github.com/codex-curator/studiomcphub) [glama](https://glama.ai/mcp/servers/@codex-curator/studio-mcp-hub) 🐍 ☁️ - 32 creative AI tools (18 free) for autonomous agents: image generation (SD 3.5), ESRGAN upscaling, background removal, product mockups, CMYK conversion, print-ready PDF, SVG vectorization, invisible watermarking, AI metadata enrichment, provenance, Arweave storage, NFT minting, and 53K+ museum artworks. Pay per call via x402/Stripe/GCX. - [ConstantineB6/comfy-pilot](https://github.com/ConstantineB6/comfy-pilot) 🐍 🏠 - MCP server for ComfyUI that lets AI agents view, edit, and run node-based image generation workflows with an embedded terminal. - [cswkim/discogs-mcp-server](https://github.com/cswkim/discogs-mcp-server) 📇 ☁️ - MCP server to interact with the Discogs API - [diivi/aseprite-mcp](https://github.com/diivi/aseprite-mcp) 🐍 🏠 - MCP server using the Aseprite API to create pixel art - [djalal/quran-mcp-server](https://github.com/djalal/quran-mcp-server) 📇 ☁️ MCP server to interact with Quran.com corpus via the official REST API v4. - [drakonkat/wizzy-mcp-tmdb](https://github.com/drakonkat/wizzy-mcp-tmdb) 📇 ☁️ - A MCP server for The Movie Database API that enables AI assistants to search and retrieve movie, TV show, and person information. - [GenWaveLLC/svgmaker-mcp](https://github.com/GenWaveLLC/svgmaker-mcp) 📇 ☁️ - Provides AI-driven SVG generation and editing via natural language, with real-time updates and secure file handling. +- [jau123/MeiGen-AI-Design-MCP](https://github.com/jau123/MeiGen-AI-Design-MCP) [glama](https://glama.ai/mcp/servers/@jau123/mei-gen-ai-design-mcp) 📇 ☁️ 🏠 - AI image generation & editing MCP server with 1,500+ curated prompt library, smart prompt enhancement, and multi-provider routing (local ComfyUI, MeiGen Cloud, OpenAI-compatible APIs). - [khglynn/spotify-bulk-actions-mcp](https://github.com/khglynn/spotify-bulk-actions-mcp) 🐍 ☁️ - Bulk Spotify operations with confidence-scored song matching, batch playlist creation from CSV/podcast lists, and library exports for discovering your most-saved artists and albums. - [mikechao/metmuseum-mcp](https://github.com/mikechao/metmuseum-mcp) 📇 ☁️ - Metropolitan Museum of Art Collection API integration to search and display artworks in the collection. - [molanojustin/smithsonian-mcp](https://github.com/molanojustin/smithsonian-mcp) 🐍 ☁️ - MCP server that provides AI assistants with access to the Smithsonian Institution's Open Access collections. @@ -271,6 +274,7 @@ Web content access and automation capabilities. Enables searching, scraping, and - [Retio-ai/pagemap](https://github.com/Retio-ai/Retio-pagemap) 🐍 🏠 - Compresses ~100K-token HTML into 2-5K-token structured maps while preserving every actionable element. AI agents can read and interact with any web page at 97% fewer tokens. - [serkan-ozal/browser-devtools-mcp](https://github.com/serkan-ozal/browser-devtools-mcp) 📇 - An MCP Server enables AI assistants to autonomously test, debug, and validate web applications. - [softvoyagers/pageshot-api](https://github.com/softvoyagers/pageshot-api) 📇 ☁️ - Free webpage screenshot capture API with format, viewport, and dark mode options. No API key required. +- [User0856/snaprender-mcp](https://github.com/User0856/snaprender-integrations/tree/main/mcp-server) [glama](https://glama.ai/mcp/servers/@User0856/snaprender-mcp) 📇 ☁️ - Screenshot API for AI agents — capture any website as PNG, JPEG, WebP, or PDF with device emulation, dark mode, ad blocking, and cookie banner removal. Free tier included. - [xspadex/bilibili-mcp](https://github.com/xspadex/bilibili-mcp.git) 📇 🏠 - A FastMCP-based tool that fetches Bilibili's trending videos and exposes them via a standard MCP interface. ### ☁️ Cloud Platforms @@ -425,6 +429,7 @@ Integration with communication platforms for message management and channel oper - [i-am-bee/acp-mcp](https://github.com/i-am-bee/acp-mcp) 🐍 💬 - An MCP server acting as an adapter into the [ACP](https://agentcommunicationprotocol.dev) ecosystem. Seamlessly exposes ACP agents to MCP clients, bridging the communication gap between the two protocols. - [InditexTech/mcp-teams-server](https://github.com/InditexTech/mcp-teams-server) 🐍 ☁️ - MCP server that integrates Microsoft Teams messaging (read, post, mention, list members and threads) - [Infobip/mcp](https://github.com/infobip/mcp) 🎖️ ☁️ - Official Infobip MCP server for integrating Infobip global cloud communication platform. It equips AI agents with communication superpowers, allowing them to send and receive SMS and RCS messages, interact with WhatsApp and Viber, automate communication workflows, and manage customer data, all in a production-ready environment. +- [rchanllc/joltsms-mcp-server](https://github.com/rchanllc/joltsms-mcp-server) [glama](https://glama.ai/mcp/servers/@rchanllc/joltsms-mcp-server) 📇 ☁️ - Provision dedicated real-SIM US phone numbers, receive inbound SMS, poll for messages, and extract OTP codes. Built for AI agents automating phone verification across platforms. - [jagan-shanmugam/mattermost-mcp-host](https://github.com/jagan-shanmugam/mattermost-mcp-host) 🐍 🏠 - A MCP server along with MCP host that provides access to Mattermost teams, channels and messages. MCP host is integrated as a bot in Mattermost with access to MCP servers that can be configured. - [jaipandya/producthunt-mcp-server](https://github.com/jaipandya/producthunt-mcp-server) 🐍 🏠 - MCP server for Product Hunt. Interact with trending posts, comments, collections, users, and more. - [jaspertvdm/mcp-server-rabel](https://github.com/jaspertvdm/mcp-server-rabel) 🐍 ☁️ 🏠 - AI-to-AI messaging via I-Poll protocol and AInternet. Enables agents to communicate using .aint domains, semantic messaging, and trust-based routing. @@ -438,6 +443,7 @@ Integration with communication platforms for message management and channel oper - [Leximo-AI/leximo-ai-call-assistant-mcp-server](https://github.com/Leximo-AI/leximo-ai-call-assistant-mcp-server) 📇 ☁️ - Make AI-powered phone calls on your behalf — book reservations, schedule appointments, and view call transcripts - [madbonez/caldav-mcp](https://github.com/madbonez/caldav-mcp) 🐍 ☁️ - Universal MCP server for CalDAV protocol integration. Works with any CalDAV-compatible calendar server including Yandex Calendar, Google Calendar (via CalDAV), Nextcloud, ownCloud, Apple iCloud, and others. Supports creating events with recurrence, categories, priority, attendees, reminders, searching events, and retrieving events by UID. - [marlinjai/email-mcp](https://github.com/marlinjai/email-mcp) 📇 ☁️ 🏠 - Unified MCP server for email across Gmail (REST API), Outlook (Microsoft Graph), iCloud, and generic IMAP/SMTP. 24 tools for search, send, organize, and batch-manage emails with built-in OAuth2 and encrypted credential storage. +- [multimail-dev/mcp-server](https://github.com/multimail-dev/mcp-server) [glama](https://glama.ai/mcp/servers/@multimail-dev/multi-mail) 📇 ☁️ - Email for AI agents. Send and receive as markdown with configurable human oversight (monitor, gate, or fully autonomous). - [OverQuotaAI/chatterboxio-mcp-server](https://github.com/OverQuotaAI/chatterboxio-mcp-server) 📇 ☁️ - MCP server implementation for ChatterBox.io, enabling AI agents to send bots to online meetings (Zoom, Google Meet) and obtain transcripts and recordings. - [PhononX/cv-mcp-server](https://github.com/PhononX/cv-mcp-server) 🎖️ 📇 🏠 ☁️ 🍎 🪟 🐧 - MCP Server that connects AI Agents to [Carbon Voice](https://getcarbon.app). Create, manage, and interact with voice messages, conversations, direct messages, folders, voice memos, AI actions and more in [Carbon Voice](https://getcarbon.app). - [saseq/discord-mcp](https://github.com/SaseQ/discord-mcp) ☕ 📇 🏠 💬 - A MCP server for the Discord integration. Enable your AI assistants to seamlessly interact with Discord. Enhance your Discord experience with powerful automation capabilities. @@ -902,6 +908,7 @@ Provides direct access to local file systems with configurable permissions. Enab - [chargebee/mcp](https://github.com/chargebee/agentkit/tree/main/modelcontextprotocol) 🎖️ 📇 ☁️ - MCP Server that connects AI agents to [Chargebee platform](https://www.chargebee.com/). - [codex-data/codex-mcp](https://github.com/Codex-Data/codex-mcp) 🎖️ 📇 ☁️ - [Codex API](https://www.codex.io) integration for real-time enriched blockchain and market data on 60+ networks - [coinpaprika/dexpaprika-mcp](https://github.com/coinpaprika/dexpaprika-mcp) 🎖️ 📇 ☁️ 🍎 🪟 🐧 - Coinpaprika's DexPaprika MCP server exposes high-performance [DexPaprika API](https://docs.dexpaprika.com) covering 20+ chains and 5M+ tokens with real time pricing, liquidity pool data & historical OHLCV data, providing AI agents standardized access to comprehensive market data through Model Context Protocol. +- [debridge-finance/debridge-mcp](https://github.com/debridge-finance/debridge-mcp) [glama](https://glama.ai/mcp/servers/@debridge-finance/de-bridge) 📇 🏠 ☁️ - Cross-chain swaps and bridging across EVM and Solana blockchains via the deBridge protocol. Enables AI agents to discover optimal routes, evaluate fees, and initiate non-custodial trades. - [decidefyi/decide](https://github.com/decidefyi/decide) 📇 ☁️ - Deterministic refund eligibility notary MCP server. Returns ALLOWED / DENIED / UNKNOWN for subscription refunds (Adobe, Spotify, etc.) via a stateless rules engine. - [debtstack-ai/debtstack-python](https://github.com/debtstack-ai/debtstack-python) 🐍 ☁️ - Corporate debt structure data for AI agents. Search 250+ issuers, 5,000+ bonds with leverage ratios, seniority, covenants, guarantor chains, and FINRA TRACE pricing. - [doggybee/mcp-server-ccxt](https://github.com/doggybee/mcp-server-ccxt) 📇 ☁️ - An MCP server for accessing real-time crypto market data and trading via 20+ exchanges using the CCXT library. Supports spot, futures, OHLCV, balances, orders, and more. @@ -928,6 +935,7 @@ Provides direct access to local file systems with configurable permissions. Enab - [janswist/mcp-dexscreener](https://github.com/janswist/mcp-dexscreener) 📇 ☁️ - Real-time on-chain market prices using open and free Dexscreener API - [jjlabsio/korea-stock-mcp](https://github.com/jjlabsio/korea-stock-mcp) 📇 ☁️ - An MCP Server for Korean stock analysis using OPEN DART API and KRX API - [joepangallo/mcp-server-agentpay](https://github.com/joepangallo/mcp-server-agentpay) [glama](https://glama.ai/mcp/servers/ict1p5dlrr) 📇 ☁️ - Payment gateway for autonomous AI agents. Single gateway key for tool discovery, auto-provisioning, and pay-per-call metering. Supports Stripe and x402 USDC for fully autonomous wallet funding. +- [jacobsd32-cpu/djd-agent-score-mcp](https://github.com/jacobsd32-cpu/djd-agent-score-mcp) [glama](https://glama.ai/mcp/servers/@jacobsd32-cpu/djd-agent-score-mcp) 📇 ☁️ - Reputation scoring for AI agent wallets on Base. 9 tools: trust scores, fraud reports, blacklist checks, leaderboard, badge generation, and agent registration. Free + x402 paid tiers. - [kukapay/binance-alpha-mcp](https://github.com/kukapay/binance-alpha-mcp) 🐍 ☁️ - An MCP server for tracking Binance Alpha trades, helping AI agents optimize alpha point accumulation. - [kukapay/bitcoin-utxo-mcp](https://github.com/kukapay/bitcoin-utxo-mcp) 🐍 ☁️ - An MCP server that tracks Bitcoin's Unspent Transaction Outputs (UTXO) and block statistics. - [kukapay/blockbeats-mcp](https://github.com/kukapay/blockbeats-mcp) 🐍 ☁️ - An MCP server that delivers blockchain news and in-depth articles from BlockBeats for AI agents. @@ -981,6 +989,7 @@ Provides direct access to local file systems with configurable permissions. Enab - [kukapay/wallet-inspector-mcp](https://github.com/kukapay/wallet-inspector-mcp) 🐍 ☁️ - An MCP server that empowers AI agents to inspect any wallet’s balance and onchain activity across major EVM chains and Solana chain. - [kukapay/web3-jobs-mcp](https://github.com/kukapay/web3-jobs-mcp) 🐍 ☁️ - An MCP server that provides AI agents with real-time access to curated Web3 jobs. - [kukapay/whale-tracker-mcp](https://github.com/kukapay/whale-tracker-mcp) 🐍 ☁️ - A mcp server for tracking cryptocurrency whale transactions. +- [KyuRish/trading212-mcp-server](https://github.com/KyuRish/trading212-mcp-server) [glama](https://glama.ai/mcp/servers/@KyuRish/trading212-mcp-server) 🐍 ☁️ - Trading 212 API integration with 28 tools for portfolio management, trading (market/limit/stop orders), pies, dividends, market data, and analytics. Built-in rate limiting. - [klever-io/mcp-klever-vm](https://github.com/klever-io/mcp-klever-vm) 🎖️ 📇 ☁️ - Klever blockchain MCP server for smart contract development, on-chain data exploration, account and asset queries, transaction analysis, and contract deployment tooling. - [laukikk/alpaca-mcp](https://github.com/laukikk/alpaca-mcp) 🐍 ☁️ - An MCP Server for the Alpaca trading API to manage stock and crypto portfolios, place trades, and access market data. - [lightningfaucet/mcp-server](https://github.com/lightningfaucet/mcp-server) 📇 ☁️ - AI Agent Bitcoin wallet with L402 payments - operators fund agents, agents make autonomous Lightning Network payments. @@ -1018,6 +1027,7 @@ Provides direct access to local file systems with configurable permissions. Enab - [Trade-Agent/trade-agent-mcp](https://github.com/Trade-Agent/trade-agent-mcp.git) 🎖️ ☁️ - Trade stocks and crypto on common brokerages (Robinhood, E*Trade, Coinbase, Kraken) via Trade Agent's MCP server. - [trayders/trayd-mcp](https://github.com/trayders/trayd-mcp) 🐍 ☁️ - Trade Robinhood through natural language. Portfolio analysis, real-time quotes, and order execution via Claude Code. - [twelvedata/mcp](https://github.com/twelvedata/mcp) 🐍 ☁️ - Interact with [Twelve Data](https://twelvedata.com) APIs to access real-time and historical financial market data for your AI agents. +- [VENTURE-AI-LABS/cryptodataapi-mcp](https://github.com/VENTURE-AI-LABS/cryptodataapi-mcp) 📇 ☁️ - Real-time crypto market data for AI agents — market health scores, derivatives, funding rates, ETF flows, cycle indicators, and 100+ endpoints via CryptoDataAPI. - [wowinter13/solscan-mcp](https://github.com/wowinter13/solscan-mcp) 🦀 🏠 - An MCP tool for querying Solana transactions using natural language with Solscan API. - [Wuye-AI/mcp-server-wuye-ai](https://github.com/wuye-ai/mcp-server-wuye-ai) 🎖️ 📇 ☁️ - An MCP server that interact with capabilities of the CRIC Wuye AI platform, an intelligent assistant specifically for the property management industry. - [XeroAPI/xero-mcp-server](https://github.com/XeroAPI/xero-mcp-server) 📇 ☁️ – An MCP server that integrates with Xero's API, allowing for standardized access to Xero's accounting and business features. @@ -1058,6 +1068,7 @@ Persistent memory storage using knowledge graph structures. Enables AI models to - [0xshellming/mcp-summarizer](https://github.com/0xshellming/mcp-summarizer) 📕 ☁️ - AI Summarization MCP Server, Support for multiple content types: Plain text, Web pages, PDF documents, EPUB books, HTML content - [20alexl/mini_claude](https://github.com/20alexl/mini_claude) 🐍 🏠 - Persistent memory and guardrails for Claude Code. Features mistake tracking, loop detection, scope guard, and hooks that block risky edits. Runs locally with Ollama. - [agentic-mcp-tools/memora](https://github.com/agentic-mcp-tools/memora) 🐍 🏠 ☁️ - Persistent memory with knowledge graph visualization, semantic/hybrid search, cloud sync (S3/R2), and cross-session context management. +- [AgenticRevolution/memory-nexus-cloud](https://github.com/AgenticRevolution/memory-nexus-cloud) 📇 ☁️ - Cloud-hosted persistent semantic memory for AI agents. Semantic search, knowledge graphs, specialist expertise hats, and multi-tenant isolation. Free 7-day trial. - [apecloud/ApeRAG](https://github.com/apecloud/ApeRAG) 🐍 ☁️ 🏠 - Production-ready RAG platform combining Graph RAG, vector search, and full-text search. Best choice for building your own Knowledge Graph and for Context Engineering - [bh-rat/context-awesome](https://github.com/bh-rat/context-awesome) 📇 ☁️ 🏠 - MCP server for querying 8,500+ curated awesome lists (1M+ items) and fetching the best resources for your agent. - [bitbonsai/mcp-obsidian](https://github.com/bitbonsai/mcp-obsidian) 📇 🏠 🍎 🪟 🐧 - Universal AI bridge for Obsidian vaults using MCP. Provides safe read/write access to notes with 11 comprehensive methods for vault operations including search, batch operations, tag management, and frontmatter handling. Works with Claude, ChatGPT, and any MCP-compatible AI assistant. @@ -1076,6 +1087,7 @@ Persistent memory storage using knowledge graph structures. Enables AI models to - [entanglr/zettelkasten-mcp](https://github.com/entanglr/zettelkasten-mcp) 🐍 🏠 - A Model Context Protocol (MCP) server that implements the Zettelkasten knowledge management methodology, allowing you to create, link, and search atomic notes through Claude and other MCP-compatible clients. - [g1itchbot8888-del/agent-memory](https://github.com/g1itchbot8888-del/agent-memory) 🐍 🏠 - Three-layer memory system for agents (identity/active/archive) with semantic search, graph relationships, conflict detection, and LearningMachine. Built by an agent, for agents. No API keys required. - [ErebusEnigma/context-memory](https://github.com/ErebusEnigma/context-memory) 🐍 🏠 🍎 🪟 🐧 - Persistent, searchable context storage across Claude Code sessions using SQLite FTS5. Save sessions with AI-generated summaries, two-tier full-text search, checkpoint recovery, and a web dashboard. +- [evc-team-relay-mcp](https://github.com/entire-vc/evc-team-relay-mcp) [glama](https://glama.ai/mcp/servers/@entire-vc/evc-team-relay-mcp) - Give AI agents read/write access to your Obsidian vault via MCP - [GistPad-MCP](https://github.com/lostintangent/gistpad-mcp) 📇 🏠 - Use GitHub Gists to manage and access your personal knowledge, daily notes, and reusable prompts. This acts as a companion to https://gistpad.dev and the [GistPad VS Code extension](https://aka.ms/gistpad). - [GetCacheOverflow/CacheOverflow](https://github.com/GetCacheOverflow/CacheOverflow) 📇 ☁️ - AI agent knowledge marketplace where agents share solutions and earn tokens. Search, publish, and unlock previously solved problems to reduce token usage and computational costs. - [graphlit-mcp-server](https://github.com/graphlit/graphlit-mcp-server) 📇 ☁️ - Ingest anything from Slack, Discord, websites, Google Drive, Linear or GitHub into a Graphlit project - and then search and retrieve relevant knowledge within an MCP client like Cursor, Windsurf or Cline. @@ -1331,6 +1343,7 @@ Tools for conducting research, surveys, interviews, and data collection. - [scrapeless-ai/scrapeless-mcp-server](https://github.com/scrapeless-ai/scrapeless-mcp-server) 🐍 ☁️ - The Scrapeless Model Context Protocol service acts as an MCP server connector to the Google SERP API, enabling web search within the MCP ecosystem without leaving it. - [searchcraft-inc/searchcraft-mcp-server](https://github.com/searchcraft-inc/searchcraft-mcp-server) 🎖️ 📇 ☁️ - Official MCP server for managing Searchcraft clusters, creating a search index, generating an index dynamically given a data file and for easily importing data into a search index given a feed or local json file. - [SecretiveShell/MCP-searxng](https://github.com/SecretiveShell/MCP-searxng) 🐍 🏠 - An MCP Server to connect to searXNG instances +- [securecoders/opengraph-io-mcp](https://github.com/securecoders/opengraph-io-mcp) [glama](https://glama.ai/mcp/servers/@securecoders/opengraph-io-mcp) 📇 ☁️ - OpenGraph.io API integration for extracting OG metadata, taking screenshots, scraping web content, querying sites with AI, and generating branded images (illustrations, diagrams, social cards, icons, QR codes) with iterative refinement. - [serkan-ozal/driflyte-mcp-server](https://github.com/serkan-ozal/driflyte-mcp-server) 🎖️ 📇 ☁️ 🏠 - The Driflyte MCP Server exposes tools that allow AI assistants to query and retrieve topic-specific knowledge from recursively crawled and indexed web pages. - [serpapi/serpapi-mcp](https://github.com/serpapi/serpapi-mcp) 🐍 ☁️ 🏠 🍎 🪟 🐧 - SerpApi MCP Server for Google and other search engine results. Provides multi-engine search across Google, Bing, Yahoo, DuckDuckGo, YouTube, eBay, and more with real-time weather data, stock market information, and flexible JSON response modes. - [shopsavvy/shopsavvy-mcp-server](https://github.com/shopsavvy/shopsavvy-mcp-server) 🎖️ 📇 ☁️ - Complete product and pricing data solution for AI assistants. Search for products by barcode/ASIN/URL, access detailed product metadata, access comprehensive pricing data from thousands of retailers, view and track price history, and more. @@ -1377,6 +1390,7 @@ Tools for conducting research, surveys, interviews, and data collection. - [gbrigandi/mcp-server-cortex](https://github.com/gbrigandi/mcp-server-cortex) 🦀 🏠 🚨 🍎 🪟 🐧 - A Rust-based MCP server to integrate Cortex, enabling observable analysis and automated security responses through AI. - [gbrigandi/mcp-server-thehive](https://github.com/gbrigandi/mcp-server-thehive) 🦀 🏠 🚨 🍎 🪟 🐧 - A Rust-based MCP server to integrate TheHive, facilitating collaborative security incident response and case management via AI. - [gbrigandi/mcp-server-wazuh](https://github.com/gbrigandi/mcp-server-wazuh) 🦀 🏠 🚨 🍎 🪟 🐧 - A Rust-based MCP server bridging Wazuh SIEM with AI assistants, providing real-time security alerts and event data for enhanced contextual understanding. +- [knowledgepa3/gia-mcp-server](https://github.com/knowledgepa3/gia-mcp-server) 📇 ☁️ 🍎 🪟 🐧 - Enterprise AI governance layer with 29 tools: MAI decision classification (Mandatory/Advisory/Informational), hash-chained forensic audit trails, human-in-the-loop gates, compliance mapping (NIST AI RMF, EU AI Act, ISO 42001), governed memory packs, and site reliability tools. - [girste/mcp-cybersec-watchdog](https://github.com/girste/mcp-cybersec-watchdog) 🐍 🏠 🐧 - Comprehensive Linux server security audit with 89 CIS Benchmark controls, NIST 800-53, and PCI-DSS compliance checks. Real-time monitoring with anomaly detection across 23 analyzers: firewall, SSH, fail2ban, Docker, CVE, rootkit, SSL/TLS, filesystem, network, and more. - [gridinsoft/mcp-inspector](https://github.com/gridinsoft/mcp-inspector) 📇 ☁️ 🍎 🪟 🐧 - MCP server for domain and URL security analysis powered by GridinSoft Inspector, enabling AI agents to verify website and link safety. - [HaroldFinchIFT/vuln-nist-mcp-server](https://github.com/HaroldFinchIFT/vuln-nist-mcp-server) 🐍 ☁️️ 🍎 🪟 🐧 - A Model Context Protocol (MCP) server for querying NIST National Vulnerability Database (NVD) API endpoints. @@ -1388,6 +1402,7 @@ Tools for conducting research, surveys, interviews, and data collection. - [LaurieWired/GhidraMCP](https://github.com/LaurieWired/GhidraMCP) ☕ 🏠 - A Model Context Protocol server for Ghidra that enables LLMs to autonomously reverse engineer applications. Provides tools for decompiling binaries, renaming methods and data, and listing methods, classes, imports, and exports. - [mariocandela/beelzebub](https://github.com/mariocandela/beelzebub) ☁️ - Beelzebub is a honeypot framework that lets you build honeypot tools using MCP. Its purpose is to detect prompt injection or malicious agent behavior. The underlying idea is to provide the agent with tools it would never use in its normal work. - [mobb-dev/mobb-vibe-shield-mcp](https://github.com/mobb-dev/bugsy?tab=readme-ov-file#model-context-protocol-mcp-server) 🎖️ 📇 ☁️ 🍎 🪟 🐧 - [Mobb Vibe Shield](https://vibe.mobb.ai/) identifies and remediates vulnerabilities in both human and AI-written code, ensuring your applications remain secure without slowing development. +- [MoltyCel/moltrust-mcp-server](https://github.com/MoltyCel/moltrust-mcp-server) [glama](https://glama.ai/mcp/servers/@MoltyCel/moltrust-mcp-server) 🐍 ☁️ 🍎 🪟 🐧 - Trust infrastructure for AI agents — register DIDs, verify identities, query reputation scores, rate agents, manage W3C Verifiable Credentials, and handle USDC credit deposits on Base. - [mrexodia/ida-pro-mcp](https://github.com/mrexodia/ida-pro-mcp) 🐍 🏠 - MCP server for IDA Pro, allowing you to perform binary analysis with AI assistants. This plugin implement decompilation, disassembly and allows you to generate malware analysis reports automatically. - [nickpending/mcp-recon](https://github.com/nickpending/mcp-recon) 🏎️ 🏠 - Conversational recon interface and MCP server powered by httpx and asnmap. Supports various reconnaissance levels for domain analysis, security header inspection, certificate analysis, and ASN lookup. - [panther-labs/mcp-panther](https://github.com/panther-labs/mcp-panther) 🎖️ 🐍 ☁️ 🍎 - MCP server that enables security professionals to interact with Panther's SIEM platform using natural language for writing detections, querying logs, and managing alerts. @@ -1681,7 +1696,6 @@ Interact with Git repositories and version control platforms. Enables repository - [yuna0x0/hackmd-mcp](https://github.com/yuna0x0/hackmd-mcp) 📇 ☁️ - Allows AI models to interact with [HackMD](https://hackmd.io) - [ZeparHyfar/mcp-datetime](https://github.com/ZeparHyfar/mcp-datetime) - MCP server providing date and time functions in various formats - [zueai/mcp-manager](https://github.com/zueai/mcp-manager) 📇 ☁️ - Simple Web UI to install and manage MCP servers for Claude Desktop App. - ## Frameworks > [!NOTE] @@ -1715,3 +1729,4 @@ Now Claude can answer questions about writing MCP servers and how they work Star History Chart +