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..29167b9f 100644 --- a/README-fa-ir.md +++ b/README-fa-ir.md @@ -304,6 +304,7 @@ - [automateyournetwork/pyATS_MCP](https://github.com/automateyournetwork/pyATS_MCP) - سرور Cisco pyATS که تعامل ساختاریافته و مبتنی بر مدل با دستگاه‌های شبکه را امکان‌پذیر می‌کند. - [aymericzip/intlayer](https://github.com/aymericzip/intlayer) 📇 ☁️ 🏠 - یک سرور MCP که IDE شما را با کمک‌های مبتنی بر هوش مصنوعی برای ابزار Intlayer i18n / CMS تقویت می‌کند: دسترسی هوشمند به CLI، دسترسی به مستندات. +- [freema/openclaw-mcp](https://github.com/freema/openclaw-mcp) [glama](https://glama.ai/mcp/servers/@freema/openclaw-mcp) 📇 ☁️ 🏠 - سرور MCP برای یکپارچه‌سازی دستیار هوش مصنوعی [OpenClaw](https://github.com/openclaw/openclaw). امکان واگذاری وظایف از Claude به عامل‌های OpenClaw با ابزارهای همگام/ناهمگام، احراز هویت OAuth 2.1 و انتقال SSE برای Claude.ai را فراهم می‌کند. - [ferrislucas/iterm-mcp](https://github.com/ferrislucas/iterm-mcp) 🖥️ 🛠️ 💬 - یک سرور Model Context Protocol که دسترسی به iTerm را فراهم می‌کند. می‌توانید دستورات را اجرا کنید و در مورد آنچه در ترمینال iTerm می‌بینید سؤال بپرسید. - [g0t4/mcp-server-commands](https://github.com/g0t4/mcp-server-commands) 📇 🏠 - اجرای هر دستوری با ابزارهای `run_command` و `run_script`. - [maxim-saplin/mcp_safe_local_python_executor](https://github.com/maxim-saplin/mcp_safe_local_python_executor) - مفسر Python امن مبتنی بر `LocalPythonExecutor` از HF Smolagents @@ -704,6 +705,7 @@ - [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..3fefee2c 100644 --- a/README-ja.md +++ b/README-ja.md @@ -215,6 +215,7 @@ LLMがコードの読み取り、編集、実行を行い、一般的なプロ コマンドの実行、出力の取得、シェルやコマンドラインツールとの対話。 +- [freema/openclaw-mcp](https://github.com/freema/openclaw-mcp) [glama](https://glama.ai/mcp/servers/@freema/openclaw-mcp) 📇 ☁️ 🏠 - [OpenClaw](https://github.com/openclaw/openclaw) AIアシスタント統合用のMCPサーバー。同期/非同期ツール、OAuth 2.1認証、Claude.ai向けSSEトランスポートにより、ClaudeからOpenClawエージェントへのタスク委任を可能にします。 - [ferrislucas/iterm-mcp](https://github.com/ferrislucas/iterm-mcp) 🖥️ 🛠️ 💬 - iTermへのアクセスを提供するモデルコンテキストプロトコルサーバー。コマンドを実行し、iTermターミナルで見た内容について質問することができます。 - [g0t4/mcp-server-commands](https://github.com/g0t4/mcp-server-commands) 📇 🏠 - `run_command`と`run_script`ツールで任意のコマンドを実行。 - [maxim-saplin/mcp_safe_local_python_executor](https://github.com/maxim-saplin/mcp_safe_local_python_executor) - HF SmolagentsのLocalPythonExecutorベースの安全なPythonインタープリター @@ -364,6 +365,7 @@ 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..ba4c1ab1 100644 --- a/README-ko.md +++ b/README-ko.md @@ -169,6 +169,7 @@ 명령을 실행하고, 출력을 캡처하며, 셸 및 커맨드 라인 도구와 상호 작용합니다. +- [freema/openclaw-mcp](https://github.com/freema/openclaw-mcp) [glama](https://glama.ai/mcp/servers/@freema/openclaw-mcp) 📇 ☁️ 🏠 - [OpenClaw](https://github.com/openclaw/openclaw) AI 어시스턴트 통합을 위한 MCP 서버. 동기/비동기 도구, OAuth 2.1 인증, Claude.ai용 SSE 전송을 통해 Claude가 OpenClaw 에이전트에게 작업을 위임할 수 있습니다. - [ferrislucas/iterm-mcp](https://github.com/ferrislucas/iterm-mcp) 🖥️ 🛠️ 💬 - iTerm에 대한 접근을 제공하는 모델 컨텍스트 프로토콜 서버. 명령을 실행하고 iTerm 터미널에서 보이는 내용에 대해 질문할 수 있습니다. - [g0t4/mcp-server-commands](https://github.com/g0t4/mcp-server-commands) 📇 🏠 - `run_command` 및 `run_script` 도구를 사용하여 모든 명령 실행. - [MladenSU/cli-mcp-server](https://github.com/MladenSU/cli-mcp-server) 🐍 🏠 - 안전한 실행 및 사용자 정의 가능한 보안 정책을 갖춘 커맨드 라인 인터페이스 @@ -361,6 +362,7 @@ - [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..22f2d8dc 100644 --- a/README-pt_BR.md +++ b/README-pt_BR.md @@ -207,6 +207,7 @@ Agentes de codificação completos que permitem LLMs ler, editar e executar cód Execute comandos, capture saída e interaja de outras formas com shells e ferramentas de linha de comando. +- [freema/openclaw-mcp](https://github.com/freema/openclaw-mcp) [glama](https://glama.ai/mcp/servers/@freema/openclaw-mcp) 📇 ☁️ 🏠 - Servidor MCP para integração com o assistente de IA [OpenClaw](https://github.com/openclaw/openclaw). Permite que o Claude delegue tarefas a agentes OpenClaw com ferramentas síncronas/assíncronas, autenticação OAuth 2.1 e transporte SSE para Claude.ai. - [ferrislucas/iterm-mcp](https://github.com/ferrislucas/iterm-mcp) 🖥️ 🛠️ 💬 - Um servidor de Protocolo de Contexto de Modelo que fornece acesso ao iTerm. Você pode executar comandos e fazer perguntas sobre o que você vê no terminal iTerm. - [g0t4/mcp-server-commands](https://github.com/g0t4/mcp-server-commands) 📇 🏠 - Execute qualquer comando com as ferramentas `run_command` e `run_script`. - [maxim-saplin/mcp_safe_local_python_executor](https://github.com/maxim-saplin/mcp_safe_local_python_executor) - Interpretador Python seguro baseado no `LocalPythonExecutor` do HF Smolagents @@ -351,6 +352,7 @@ 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..55dbed6a 100644 --- a/README-th.md +++ b/README-th.md @@ -168,6 +168,7 @@ เรียกใช้คำสั่ง จับการแสดงผล และโต้ตอบกับเชลล์และเครื่องมือบรรทัดคำสั่ง +- [freema/openclaw-mcp](https://github.com/freema/openclaw-mcp) [glama](https://glama.ai/mcp/servers/@freema/openclaw-mcp) 📇 ☁️ 🏠 - เซิร์ฟเวอร์ MCP สำหรับการรวม AI assistant กับ [OpenClaw](https://github.com/openclaw/openclaw) ช่วยให้ Claude มอบหมายงานให้กับ OpenClaw agents ด้วยเครื่องมือแบบ sync/async, การยืนยันตัวตน OAuth 2.1 และ SSE transport สำหรับ Claude.ai - [ferrislucas/iterm-mcp](https://github.com/ferrislucas/iterm-mcp) 🖥️ 🛠️ 💬 - เซิร์ฟเวอร์ Model Context Protocol ที่ให้การเข้าถึง iTerm คุณสามารถรันคำสั่งและถามคำถามเกี่ยวกับสิ่งที่คุณเห็นในเทอร์มินัล iTerm - [g0t4/mcp-server-commands](https://github.com/g0t4/mcp-server-commands) 📇 🏠 - รันคำสั่งใดๆ ด้วยเครื่องมือ `run_command` และ `run_script` - [maxim-saplin/mcp_safe_local_python_executor](https://github.com/maxim-saplin/mcp_safe_local_python_executor) - ตัวแปลภาษา Python ที่ปลอดภัยบนพื้นฐานของ HF Smolagents `LocalPythonExecutor` @@ -386,6 +387,7 @@ - [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..60004eb9 100644 --- a/README-zh.md +++ b/README-zh.md @@ -185,6 +185,7 @@ Web 内容访问和自动化功能。支持以 AI 友好格式搜索、抓取和 运行命令、捕获输出以及以其他方式与 shell 和命令行工具交互。 +- [freema/openclaw-mcp](https://github.com/freema/openclaw-mcp) [glama](https://glama.ai/mcp/servers/@freema/openclaw-mcp) 📇 ☁️ 🏠 - 用于 [OpenClaw](https://github.com/openclaw/openclaw) AI 助手集成的 MCP 服务器。通过同步/异步工具、OAuth 2.1 认证和面向 Claude.ai 的 SSE 传输，使 Claude 能够将任务委派给 OpenClaw 代理。 - [ferrislucas/iterm-mcp](https://github.com/ferrislucas/iterm-mcp) 🖥️ 🛠️ 💬 - 一个为 iTerm 终端提供访问能力的 MCP 服务器。您可以执行命令，并就终端中看到的内容进行提问交互。 - [g0t4/mcp-server-commands](https://github.com/g0t4/mcp-server-commands) 📇 🏠 - 使用`run_command`和`run_script`工具运行任何命令。 - [MladenSU/cli-mcp-server](https://github.com/MladenSU/cli-mcp-server) 🐍 🏠 - 具有安全执行和可定制安全策略的命令行界面 @@ -390,6 +391,7 @@ 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..0a070a7c 100644 --- a/README-zh_TW.md +++ b/README-zh_TW.md @@ -159,6 +159,7 @@ Web 內容訪問和自動化功能。支援以 AI 友好格式搜尋、抓取和 運行命令、捕獲輸出以及以其他方式與 shell 和命令行工具交互。 +- [freema/openclaw-mcp](https://github.com/freema/openclaw-mcp) [glama](https://glama.ai/mcp/servers/@freema/openclaw-mcp) 📇 ☁️ 🏠 - 用於 [OpenClaw](https://github.com/openclaw/openclaw) AI 助手整合的 MCP 伺服器。透過同步/非同步工具、OAuth 2.1 認證和面向 Claude.ai 的 SSE 傳輸，使 Claude 能夠將任務委派給 OpenClaw 代理。 - [ferrislucas/iterm-mcp](https://github.com/ferrislucas/iterm-mcp) 🖥️ 🛠️ 💬 - 一個為 iTerm 終端提供訪問能力的 MCP 伺服器。您可以執行命令，並就終端中看到的內容進行提問交互。 - [g0t4/mcp-server-commands](https://github.com/g0t4/mcp-server-commands) 📇 🏠 - 使用“run_command”和“run_script”工具運行任何命令。 - [MladenSU/cli-mcp-server](https://github.com/MladenSU/cli-mcp-server) 🐍 🏠 - 具有安全執行和可訂製安全策略的命令行界面 @@ -323,6 +324,7 @@ 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 067e34d1..47242b0e 100644 --- a/README.md +++ b/README.md @@ -112,6 +112,7 @@ Checkout [awesome-mcp-clients](https://github.com/punkpeye/awesome-mcp-clients/) * 📊 - [Monitoring](#monitoring) * 🎥 - [Multimedia Process](#multimedia-process) * 📋 - [Product Management](#product-management) +* 🏠 - [Real Estate](#real-estate) * 🔬 - [Research](#research) * 🔎 - [Search & Data Extraction](#search) * 🔒 - [Security](#security) @@ -171,6 +172,7 @@ Servers for accessing many apps and tools through a single MCP server. - [ViperJuice/mcp-gateway](https://github.com/ViperJuice/mcp-gateway) 🐍 🏠 🍎 🪟 🐧 - A meta-server for minimal Claude Code tool bloat with progressive disclosure and dynamic server provisioning. Exposes 9 stable meta-tools, auto-starts Playwright and Context7, and can dynamically provision 25+ MCP servers on-demand from a curated manifest. - [WayStation-ai/mcp](https://github.com/waystation-ai/mcp) ☁️ 🍎 🪟 - Seamlessly and securely connect Claude Desktop and other MCP hosts to your favorite apps (Notion, Slack, Monday, Airtable, etc.). Takes less than 90 secs. - [wegotdocs/open-mcp](https://github.com/wegotdocs/open-mcp) 📇 🏠 🍎 🪟 🐧 - Turn a web API into an MCP server in 10 seconds and add it to the open source registry: https://open-mcp.org +- [rplryan/x402-discovery-mcp](https://github.com/rplryan/x402-discovery-mcp) [glama](https://glama.ai/mcp/servers/@rplryan/x402-discovery-mcp) 🐍 ☁️ - Runtime discovery layer for x402-payable APIs. Agents discover and route to pay-per-call x402 endpoints by capability, get quality-ranked results with trust scores (0-100), and pay per query via x402. Includes MCP server, Python SDK, and CLI (npm install -g x402scout). - [YangLiangwei/PersonalizationMCP](https://github.com/YangLiangwei/PersonalizationMCP) 🐍 ☁️ 🏠 🍎 🪟 🐧 - Comprehensive personal data aggregation MCP server with Steam, YouTube, Bilibili, Spotify, Reddit and other platforms integrations. Features OAuth2 authentication, automatic token management, and 90+ tools for gaming, music, video, and social platform data access. ### 🚀 Aerospace & Astrodynamics @@ -189,12 +191,14 @@ 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. @@ -272,6 +276,7 @@ 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 @@ -362,6 +367,7 @@ Full coding agents that enable LLMs to read, edit, and execute code and solve ge - [eirikb/any-cli-mcp-server](https://github.com/eirikb/any-cli-mcp-server) 📇 🏠 - Universal MCP server that transforms any CLI tool into an MCP server. Works with any CLI that has `--help` output, supports caching for performance. - [ezyang/codemcp](https://github.com/ezyang/codemcp) 🐍 🏠 - Coding agent with basic read, write and command line tools. - [elhamid/llm-council](https://github.com/elhamid/llm-council) 🐍 🏠 - Multi-LLM deliberation with anonymized peer review. Runs a 3-stage council: parallel responses → anonymous ranking → synthesis. Based on Andrej Karpathy's LLM Council concept. +- [freema/openclaw-mcp](https://github.com/freema/openclaw-mcp) [glama](https://glama.ai/mcp/servers/@freema/openclaw-mcp) 📇 ☁️ 🏠 - MCP server for [OpenClaw](https://github.com/openclaw/openclaw) AI assistant integration. Enables Claude to delegate tasks to OpenClaw agents with sync/async tools, OAuth 2.1 auth, and SSE transport for Claude.ai. - [ferrislucas/iterm-mcp](https://github.com/ferrislucas/iterm-mcp) 🖥️ 🛠️ 💬 - A Model Context Protocol server that provides access to iTerm. You can run commands and ask questions about what you see in the iTerm terminal. - [g0t4/mcp-server-commands](https://github.com/g0t4/mcp-server-commands) 📇 🏠 - Run any command with `run_command` and `run_script` tools. - [gabrielmaialva33/winx-code-agent](https://github.com/gabrielmaialva33/winx-code-agent) 🦀 🏠 - A high-performance Rust reimplementation of WCGW for code agents, providing shell execution and advanced file management capabilities for LLMs via MCP. @@ -424,8 +430,10 @@ Integration with communication platforms for message management and channel oper - [gotoolkits/wecombot](https://github.com/gotoolkits/mcp-wecombot-server.git) 🚀 ☁️ - An MCP server application that sends various types of messages to the WeCom group robot. - [hannesrudolph/imessage-query-fastmcp-mcp-server](https://github.com/hannesrudolph/imessage-query-fastmcp-mcp-server) 🐍 🏠 🍎 - An MCP server that provides safe access to your iMessage database through Model Context Protocol (MCP), enabling LLMs to query and analyze iMessage conversations with proper phone number validation and attachment handling - [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. +- [imdinu/apple-mail-mcp](https://github.com/imdinu/apple-mail-mcp) [glama](https://glama.ai/mcp/servers/@imdinu/apple-mail-mcp) 🐍 🏠 🍎 - Fast MCP server for Apple Mail — 87x faster email fetching via batch JXA and FTS5 search index for ~2ms body search. 6 tools: list accounts/mailboxes, get emails with filters, full-text search across all scopes, and attachment extraction. - [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. @@ -439,6 +447,7 @@ 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. @@ -651,6 +660,7 @@ Tools and integrations that enhance the development workflow and environment man - [etsd-tech/mcp-pointer](https://github.com/etsd-tech/mcp-pointer) 📇 🏠 🍎 🪟 🐧 - Visual DOM element selector for agentic coding tools. Chrome extension + MCP server bridge for Claude Code, Cursor, Windsurf etc. Option+Click to capture elements. - [eyaltoledano/claude-task-master](https://github.com/eyaltoledano/claude-task-master) 📇 ☁️ 🏠 - AI-powered task management system for AI-driven development. Features PRD parsing, task expansion, multi-provider support (Claude, OpenAI, Gemini, Perplexity, xAI), and selective tool loading for optimized context usage. - [flipt-io/mcp-server-flipt](https://github.com/flipt-io/mcp-server-flipt) 📇 🏠 - Enable AI assistants to interact with your feature flags in [Flipt](https://flipt.io). +- [flytohub/flyto-core](https://github.com/flytohub/flyto-core) [glama](https://glama.ai/mcp/servers/@flytohub/flyto-core) 🐍 🏠 - Deterministic execution engine for AI agents with 412 modules across 78 categories (browser, file, Docker, data, crypto, scheduling). Features execution trace, evidence snapshots, replay from any step, and supports both STDIO and Streamable HTTP transport. - [freema/mcp-design-system-extractor](https://github.com/freema/mcp-design-system-extractor) 📇 🏠 - Extracts component information from Storybook design systems. Provides HTML, styles, props, dependencies, theme tokens and component metadata for AI-powered design system analysis. - [gitkraken/gk-cli](https://github.com/gitkraken/gk-cli) 🎖️ 🏎️ 🏠 ☁️ 🍎 🪟 🐧 - A CLI for interacting with GitKraken APIs. Includes an MCP server via `gk mcp` that not only wraps GitKraken APIs, but also Jira, GitHub, GitLab, and more. Works with local tools and remote services. - [GLips/Figma-Context-MCP](https://github.com/GLips/Figma-Context-MCP) 📇 🏠 - Provide coding agents direct access to Figma data to help them one-shot design implementation. @@ -692,6 +702,7 @@ Tools and integrations that enhance the development workflow and environment man - [kadykov/mcp-openapi-schema-explorer](https://github.com/kadykov/mcp-openapi-schema-explorer) 📇 ☁️ 🏠 - Token-efficient access to OpenAPI/Swagger specs via MCP Resources. - [kindly-software/kdb](https://github.com/kindly-software/kdb) 🦀 ☁️ - AI-powered time-travel debugger with bidirectional execution replay, audit-compliant hash-chain logging, and SIMD-accelerated stack unwinding. Free Hobby tier available. - [LadislavSopko/mcp-ai-server-visual-studio](https://github.com/LadislavSopko/mcp-ai-server-visual-studio) #️⃣ 🏠 🪟 - MCP AI Server for Visual Studio. 20 Roslyn-powered tools giving AI assistants semantic code navigation, symbol search, inheritance trees, call graphs, safe rename, build/test execution. Works with Claude, Codex, Gemini, Cursor, Copilot, Windsurf, Cline. +- [kimwwk/repocrunch](https://github.com/kimwwk/repocrunch) [glama](https://glama.ai/mcp/servers/@kimwwk/repo-crunch) 🐍 🏠 🍎 🪟 🐧 - MCP server that gives AI agents structured, ground-truth GitHub repository intelligence. Analyze tech stack, dependencies, architecture, health metrics, and security indicators with deterministic JSON output. - [lamemind/mcp-server-multiverse](https://github.com/lamemind/mcp-server-multiverse) 📇 🏠 🛠️ - A middleware server that enables multiple isolated instances of the same MCP servers to coexist independently with unique namespaces and configurations. - [langfuse/mcp-server-langfuse](https://github.com/langfuse/mcp-server-langfuse) 🐍 🏠 - MCP server to access and manage LLM application prompts created with [Langfuse]([https://langfuse.com/](https://langfuse.com/docs/prompts/get-started)) Prompt Management. - [linuxsuren/atest-mcp-server](https://github.com/LinuxSuRen/atest-mcp-server) 📇 🏠 🐧 - An MCP server to manage test suites and cases, which is an alternative to Postman. @@ -721,6 +732,7 @@ Tools and integrations that enhance the development workflow and environment man - [optimaquantum/claude-critical-rules-mcp](https://github.com/optimaquantum/claude-critical-rules-mcp) 📇 ☁️ 🏠 🍎 🪟 🐧 - Automatic enforcement of critical rules for Claude AI preventing 96 documented failure patterns. Provides compliance verification checklist and rules summary via MCP tools. - [paracetamol951/P-Link-MCP](https://github.com/paracetamol951/P-Link-MCP) 🏠 🐧 🍎 ☁️ - Implementation of HTTP 402 (payment required http code) relying on Solana - [picahq/mcp](https://github.com/picahq/mcp) 🎖️ 🦀 📇 ☁️ - One MCP for all your integrations — powered by [Pica](https://www.picaos.com), the infrastructure for intelligent, collaborative agents. +- [pmptwiki/pmpt-cli](https://github.com/pmptwiki/pmpt-cli) [glama](https://glama.ai/mcp/servers/@pmptwiki/pmpt-mcp) 📇 🏠 - Record and share your AI-driven development journey. Auto-saves project milestones with summaries, generates structured AI prompts via 5-question planning, and publishes to [pmptwiki.com](https://pmptwiki.com) community platform. - [posthog/mcp](https://github.com/posthog/mcp) 🎖️ 📇 ☁️ - An MCP server for interacting with PostHog analytics, feature flags, error tracking and more. - [pylonapi/pylon-mcp](https://github.com/pylonapi/pylon-mcp) 📇 ☁️ - x402-native API gateway with 20+ capabilities (web-extract, web-search, translate, image-generate, screenshot, PDF, OCR, and more) payable with USDC on Base. No API keys — agents pay per call via HTTP 402. - [Pratyay/mac-monitor-mcp](https://github.com/Pratyay/mac-monitor-mcp) 🐍 🏠 🍎 - Identifies resource-intensive processes on macOS and provides performance improvement suggestions. @@ -759,6 +771,7 @@ Tools and integrations that enhance the development workflow and environment man - [softvoyagers/qrmint-api](https://github.com/softvoyagers/qrmint-api) 📇 ☁️ - Free styled QR code generator API with custom colors, logos, frames, and batch generation. No API key required. - [spacecode-ai/SpaceBridge-MCP](https://github.com/spacecode-ai/SpaceBridge-MCP) 🐍 🏠 🍎 🐧 - Bring structure and preserve context in vibe coding by automatically tracking issues. - [srijanshukla18/xray](https://github.com/srijanshukla18/xray) 🐍 🏠 - Progressive code-intelligence MCP server: map project structure, fuzzy-find symbols, and assess change-impact across Python, JS/TS, and Go (powered by `ast-grep`). +- [srclight/srclight](https://github.com/srclight/srclight) [glama](https://glama.ai/mcp/servers/@srclight/srclight) 🐍 🏠 - Deep code indexing MCP server with SQLite FTS5, tree-sitter, and embeddings. 29 tools for symbol search, call graphs, git intelligence, and hybrid semantic search. - [st3v3nmw/sourcerer-mcp](https://github.com/st3v3nmw/sourcerer-mcp) 🏎️ ☁️ - MCP for semantic code search & navigation that reduces token waste - [stass/lldb-mcp](https://github.com/stass/lldb-mcp) 🐍 🏠 🐧 🍎 - A MCP server for LLDB enabling AI binary and core file analysis, debugging, disassembling. - [storybookjs/addon-mcp](https://github.com/storybookjs/addon-mcp) 📇 🏠 - Help agents automatically write and test stories for your UI components. @@ -827,6 +840,7 @@ Integrations and tools designed to simplify data exploration, analysis and enhan - [DataEval/dingo](https://github.com/DataEval/dingo) 🎖️ 🐍 🏠 🍎 🪟 🐧 - MCP server for the Dingo: a comprehensive data quality evaluation tool. Server Enables interaction with Dingo's rule-based and LLM-based evaluation capabilities and rules&prompts listing. - [datalayer/jupyter-mcp-server](https://github.com/datalayer/jupyter-mcp-server) 🐍 🏠 - Model Context Protocol (MCP) Server for Jupyter. - [growthbook/growthbook-mcp](https://github.com/growthbook/growthbook-mcp) 🎖️ 📇 🏠 🪟 🐧 🍎 — Tools for creating and interacting with GrowthBook feature flags and experiments. +- [gpartin/WaveGuardClient](https://github.com/gpartin/WaveGuardClient) [glama](https://glama.ai/mcp/servers/WaveGuard) 🐍 ☁️ 🍎 🪟 🐧 - Physics-based anomaly detection via MCP. Uses Klein-Gordon wave equations on GPU to detect anomalies with high precision (avg 0.90). 9 tools: scan, fingerprint, compare, token risk, wallet profiling, volume check, price manipulation detection. - [HumanSignal/label-studio-mcp-server](https://github.com/HumanSignal/label-studio-mcp-server) 🎖️ 🐍 ☁️ 🪟 🐧 🍎 - Create, manage, and automate Label Studio projects, tasks, and predictions for data labeling workflows. - [jjsantos01/jupyter-notebook-mcp](https://github.com/jjsantos01/jupyter-notebook-mcp) 🐍 🏠 - connects Jupyter Notebook to Claude AI, allowing Claude to directly interact with and control Jupyter Notebooks. - [kdqed/zaturn](https://github.com/kdqed/zaturn) 🐍 🏠 🪟 🐧 🍎 - Link multiple data sources (SQL, CSV, Parquet, etc.) and ask AI to analyze the data for insights and visualizations. @@ -878,6 +892,7 @@ Provides direct access to local file systems with configurable permissions. Enab - [mickaelkerjean/filestash](https://github.com/mickael-kerjean/filestash/tree/master/server/plugin/plg_handler_mcp) 🏎️ ☁️ - Remote Storage Access: SFTP, S3, FTP, SMB, NFS, WebDAV, GIT, FTPS, gcloud, azure blob, sharepoint, etc. - [microsoft/markitdown](https://github.com/microsoft/markitdown/tree/main/packages/markitdown-mcp) 🎖️ 🐍 🏠 - MCP tool access to MarkItDown -- a library that converts many file formats (local or remote) to Markdown for LLM consumption. - [modelcontextprotocol/server-filesystem](https://github.com/modelcontextprotocol/servers-archived/tree/main/src/filesystem) 📇 🏠 - Direct local file system access. +- [FacundoLucci/plsreadme](https://github.com/FacundoLucci/plsreadme) [glama](https://glama.ai/mcp/servers/@FacundoLucci/plsreadme) 📇 ☁️ 🏠 - Share markdown files and text as clean, readable web links via `plsreadme_share_file` and `plsreadme_share_text`; zero setup (`npx -y plsreadme-mcp` or `https://plsreadme.com/mcp`). - [willianpinho/large-file-mcp](https://github.com/willianpinho/large-file-mcp) 📇 🏠 🍎 🪟 🐧 - Production-ready MCP server for intelligent handling of large files with smart chunking, navigation, streaming capabilities, regex search, and built-in LRU caching. - [Xuanwo/mcp-server-opendal](https://github.com/Xuanwo/mcp-server-opendal) 🐍 🏠 ☁️ - Access any storage with Apache OpenDAL™ - [xxczaki/local-history-mcp](https://github.com/xxczaki/local-history/mcp) 📇 🏠 🍎 🪟 🐧 - MCP server for accessing VS Code/Cursor Local History @@ -903,9 +918,11 @@ 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. +- [douglasborthwick-crypto/mcp-server-insumer](https://github.com/douglasborthwick-crypto/mcp-server-insumer) [glama](https://glama.ai/mcp/servers/@douglasborthwick-crypto/mcp-server-insumer) 📇 ☁️ - On-chain attestation across 31 blockchains. 25 tools: ECDSA-signed verification, wallet trust profiles, compliance templates, merchant onboarding, ACP/UCP commerce protocols. - [Handshake58/DRAIN-marketplace](https://github.com/Handshake58/DRAIN-marketplace) 📇 ☁️ - Open marketplace for AI services — LLMs, image/video generation, web scraping, model hosting, data extraction, and more. Agents pay per use with USDC micropayments on Polygon. No API keys, no subscriptions. - [etbars/vibetrader-mcp](https://github.com/etbars/vibetrader-mcp) 🐍 ☁️ - AI-powered trading bot platform. Create automated trading strategies with natural language via Alpaca brokerage. - [Fan Token Intel MCP](https://github.com/BrunoPessoa22/chiliz-marketing-intel) 🐍 ☁️ - 67+ tools for fan token intelligence: whale flows, signal scores, sports calendar, backtesting, DEX trading, social sentiment. SSE transport with Bearer auth. @@ -918,6 +935,7 @@ Provides direct access to local file systems with configurable permissions. Enab - [getAlby/mcp](https://github.com/getAlby/mcp) 🎖️ 📇 ☁️ 🏠 - Connect any bitcoin lightning wallet to your agent to send and receive instant payments globally. - [getalby/nwc-mcp-server](https://github.com/getalby/nwc-mcp-server) 📇 🏠 - Bitcoin Lightning wallet integration powered by Nostr Wallet Connect - [glaksmono/finbud-data-mcp](https://github.com/glaksmono/finbud-data-mcp/tree/main/packages/mcp-server) 📇 ☁️ 🏠 - Access comprehensive, real-time financial data (stocks, options, crypto, forex) via developer-friendly, AI-native APIs offering unbeatable value. +- [gosodax/builders-sodax-mcp-server](https://github.com/gosodax/builders-sodax-mcp-server) [glama](https://glama.ai/mcp/servers/@gosodax/sodax-builders-mcp) 📇 ☁️ - SODAX MCP server: live cross-chain DeFi API data and auto-updating SDK docs for 17+ networks. Query swaps, lending, solver volume, and intent history from your AI coding assistant. - [heurist-network/heurist-mesh-mcp-server](https://github.com/heurist-network/heurist-mesh-mcp-server) 🎖️ ⛅️ 🏠 🐍 - Access specialized web3 AI agents for blockchain analysis, smart contract security auditing, token metrics evaluation, and on-chain interactions through the Heurist Mesh network. Provides comprehensive tools for DeFi analysis, NFT valuation, and transaction monitoring across multiple blockchains - [hive-intel/hive-crypto-mcp](https://github.com/hive-intel/hive-crypto-mcp) 📇 ☁️ 🏠 - Hive Intelligence: Ultimate cryptocurrency MCP for AI assistants with unified access to crypto, DeFi, and Web3 analytics - [hoqqun/stooq-mcp](https://github.com/hoqqun/stooq-mcp) 🦀 ☁️ - Fetch real-time stock prices from Stooq without API keys. Supports global markets (US, Japan, UK, Germany). @@ -928,6 +946,8 @@ Provides direct access to local file systems with configurable permissions. Enab - [JamesANZ/prediction-market-mcp](https://github.com/JamesANZ/prediction-market-mcp) 📇 ☁️ - An MCP server that provides real-time prediction market data from multiple platforms including Polymarket, PredictIt, and Kalshi. Enables AI assistants to query current odds, prices, and market information through a unified interface. - [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 +1001,7 @@ 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. @@ -994,6 +1015,7 @@ Provides direct access to local file systems with configurable permissions. Enab - [narumiruna/yfinance-mcp](https://github.com/narumiruna/yfinance-mcp) 🐍 ☁️ - An MCP server that uses yfinance to obtain information from Yahoo Finance. - [nckhemanth0/subscription-tracker-mcp](https://github.com/nckhemanth0/subscription-tracker-mcp) 🐍 ☁️ 🏠 - MCP server for intelligent subscription management with Gmail + MySQL integration. - [nikicat/mcp-wallet-signer](https://github.com/nikicat/mcp-wallet-signer) 📇 🏠 - Non-custodial EVM wallet MCP — routes transactions to browser wallets (MetaMask, etc.) for signing. Private keys never leave the browser; every action requires explicit user approval via EIP-6963. +- [nullpath-labs/mcp-client](https://github.com/nullpath-labs/mcp-client) [glama](https://glama.ai/mcp/servers/@nullpath-labs/mcp-client) 📇 ☁️ 🍎 🪟 🐧 - AI agent marketplace with x402 micropayments. Discover, execute, and pay agents per-request via MCP with USDC on Base. - [OctagonAI/octagon-mcp-server](https://github.com/OctagonAI/octagon-mcp-server) 🐍 ☁️ - Octagon AI Agents to integrate private and public market data - [oerc-s/primordia](https://github.com/oerc-s/primordia) 📇 ☁️ - AI agent economic settlement. Verify receipts, emit meters (FREE). Net settlements, credit lines, audit-grade balance sheets (PAID/402). - [olgasafonova/gleif-mcp-server](https://github.com/olgasafonova/gleif-mcp-server) 🏎️ ☁️ - Access the Global Legal Entity Identifier (LEI) database for company verification, KYC, and corporate ownership research via GLEIF's public API. @@ -1001,12 +1023,14 @@ Provides direct access to local file systems with configurable permissions. Enab - [openMF/mcp-mifosx](https://github.com/openMF/mcp-mifosx) ☁️ 🏠 - A core banking integration for managing clients, loans, savings, shares, financial transactions and generating financial reports. - [PaulieB14/graph-aave-mcp](https://github.com/PaulieB14/graph-aave-mcp) [glama](https://glama.ai/mcp/servers/@PaulieB14/graph-aave-mcp) 📇 ☁️ - AAVE V2/V3 lending protocol data across 7 chains via The Graph — reserves, user positions, health factors, liquidations, flash loans, and governance. - [PaulieB14/graph-polymarket-mcp](https://github.com/PaulieB14/graph-polymarket-mcp) [glama](https://glama.ai/mcp/servers/@PaulieB14/graph-polymarket-mcp) 📇 ☁️ - Polymarket prediction market data via The Graph — markets, positions, orders, user activity, and real-time odds. +- [plagtech/spraay-x402-mcp](https://github.com/plagtech/spraay-x402-mcp) [glama](https://glama.ai/mcp/servers/@plagtech/spraay-x402-mcp) 📇 ☁️ - Pay-per-call onchain data, AI models, and batch USDC payments on Base via x402 micropayments. 9 tools including swap quotes, token prices, wallet balances, ENS resolution, and multi-recipient batch transfers. - [polygon-io/mcp_polygon)](https://github.com/polygon-io/mcp_polygon)) 🐍 ☁️ - An MCP server that provides access to [Polygon.io](https://polygon.io/) financial market data APIs for stocks, indices, forex, options, and more. - [pricepertoken/mcp-server](https://pricepertoken.com/mcp) 📇 ☁️ - LLM API pricing comparison and benchmarks across 100+ models from 30+ providers including OpenAI, Anthropic, Google, and Meta. No API key required. - [pwh-pwh/coin-mcp-server](https://github.com/pwh-pwh/coin-mcp-server) 🐍 ☁️ - Bitget API to fetch cryptocurrency price. - [QuantConnect/mcp-server](https://github.com/QuantConnect/mcp-server) 🐍 ☁️ – A Dockerized Python MCP server that bridges your local AI (e.g., Claude Desktop, etc) with the QuantConnect API—empowering you to create projects, backtest strategies, manage collaborators, and deploy live-trading workflows directly via natural-language prompts. - [QuantGeekDev/coincap-mcp](https://github.com/QuantGeekDev/coincap-mcp) 📇 ☁️ - Real-time cryptocurrency market data integration using CoinCap's public API, providing access to crypto prices and market information without API keys - [QuentinCody/braintree-mcp-server](https://github.com/QuentinCody/braintree-mcp-server) 🐍 - Unofficial PayPal Braintree payment gateway MCP Server for AI agents to process payments, manage customers, and handle transactions securely. +- [refined-element/lightning-enable-mcp](https://github.com/refined-element/lightning-enable-mcp) [glama](https://glama.ai/mcp/servers/@refined-element/lightning-enable-mcp) 🐍 ☁️ 🏠 - Add Bitcoin Lightning payments to MCP-enabled AI agents. Pay invoices, create invoices, check balances, and access L402 paywalled APIs. Supports Strike, OpenNode, NWC wallets. - [Regenerating-World/pix-mcp](https://github.com/Regenerating-World/pix-mcp) 📇 ☁️ - Generate Pix QR codes and copy-paste strings with fallback across multiple providers (Efí, Cielo, etc.) for Brazilian instant payments. - [RomThpt/xrpl-mcp-server](https://github.com/RomThpt/mcp-xrpl) 📇 ☁️ - MCP server for the XRP Ledger that provides access to account information, transaction history, and network data. Allows querying ledger objects, submitting transactions, and monitoring the XRPL network. - [SaintDoresh/Crypto-Trader-MCP-ClaudeDesktop](https://github.com/SaintDoresh/Crypto-Trader-MCP-ClaudeDesktop.git) 🐍 ☁️ - An MCP tool that provides cryptocurrency market data using the CoinGecko API. @@ -1061,6 +1085,7 @@ 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. +- [aitytech/agentkits-memory](https://github.com/aitytech/agentkits-memory) [glama](https://glama.ai/mcp/servers/@aitytech/agentkits-memory) 📇 🏠 🍎 🪟 🐧 - Persistent memory for AI coding assistants with hybrid search (FTS5 + vector embeddings), session tracking, automatic context hooks, and web viewer. SQLite-based with no daemon process — works with Claude Code, Cursor, Windsurf, and any MCP client. - [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. @@ -1080,6 +1105,7 @@ 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. @@ -1091,6 +1117,7 @@ Persistent memory storage using knowledge graph structures. Enables AI models to - [JamesANZ/memory-mcp](https://github.com/JamesANZ/memory-mcp) 📇 🏠 - An MCP server that stores and retrieves memories from multiple LLMs using MongoDB. Provides tools for saving, retrieving, adding, and clearing conversation memories with timestamps and LLM identification. - [jcdickinson/simplemem](https://github.com/jcdickinson/simplemem) 🏎️ ☁️ 🐧 - A simple memory tool for coding agents using DuckDB and VoyageAI. - [jinzcdev/markmap-mcp-server](https://github.com/jinzcdev/markmap-mcp-server) 📇 🏠 - An MCP server built on [markmap](https://github.com/markmap/markmap) that converts **Markdown** to interactive **mind maps**. Supports multi-format exports (PNG/JPG/SVG), live browser preview, one-click Markdown copy, and dynamic visualization features. +- [kael-bit/engram-rs](https://github.com/kael-bit/engram-rs) [glama](https://glama.ai/mcp/servers/@kael-bit/engram-rs) 📇 🏠 🍎 🪟 🐧 - Hierarchical memory engine for AI agents with automatic decay, promotion, semantic dedup, and self-organizing topic tree. Single Rust binary, zero external dependencies. - [kaliaboi/mcp-zotero](https://github.com/kaliaboi/mcp-zotero) 📇 ☁️ - A connector for LLMs to work with collections and sources on your Zotero Cloud - [linxule/lotus-wisdom-mcp](https://github.com/linxule/lotus-wisdom-mcp) 📇 🏠 ☁️ - Contemplative problem-solving using the Lotus Sutra's wisdom framework. Multi-perspective reasoning with skillful means, non-dual recognition, and meditation pauses. Available as local stdio or remote Cloudflare Worker. - [louis030195/easy-obsidian-mcp](https://github.com/louis030195/easy-obsidian-mcp) 📇 🏠 🍎 🪟 🐧 - Interact with Obsidian vaults for knowledge management. Create, read, update, and search notes. Works with local Obsidian vaults using filesystem access. @@ -1121,6 +1148,7 @@ Persistent memory storage using knowledge graph structures. Enables AI models to - [topoteretes/cognee](https://github.com/topoteretes/cognee/tree/dev/cognee-mcp) 📇 🏠 - Memory manager for AI apps and Agents using various graph and vector stores and allowing ingestion from 30+ data sources - [timowhite88/farnsworth-syntek](https://github.com/timowhite88/farnsworth-syntek) 📇 ☁️ - 7-layer recursive agent memory with context branching, holographic recall, dream consolidation, and on-chain persistence. MCP-native with 10 tools for persistent agent cognition. - [topskychen/tilde](https://github.com/topskychen/tilde) 🐍 🏠 - Your AI agents' home directory — privacy-first MCP server for portable AI identity. Configure once, use everywhere. It supports profile management, skills, resume import, and team sync. +- [tstockham96/engram](https://github.com/tstockham96/engram) [glama](https://glama.ai/mcp/servers/@tstockham96/engram) 📇 🏠 🍎 🪟 🐧 - Intelligent agent memory with semantic recall, automatic consolidation, contradiction detection, and bi-temporal knowledge graph. 80% on LOCOMO benchmark using 96% fewer tokens than full-context approaches. - [TeamSafeAI/LIFE](https://github.com/TeamSafeAI/LIFE) 🐍 🏠 - Persistent identity architecture for AI agents. 16 MCP servers covering drives, emotional relationships, semantic memory with decay, working threads, learned patterns, journal, genesis (identity discovery), creative collision engine, forecasting, and voice. Zero dependencies beyond Python 3.8. Built across 938 conversations. - [unibaseio/membase-mcp](https://github.com/unibaseio/membase-mcp) 📇 ☁️ - Save and query your agent memory in distributed way by Membase - [upstash/context7](https://github.com/upstash/context7) 📇 ☁️ - Up-to-date code documentation for LLMs and AI code editors. @@ -1197,6 +1225,7 @@ Access and analyze application monitoring data. Enables AI models to review erro - [inventer-dev/mcp-internet-speed-test](https://github.com/inventer-dev/mcp-internet-speed-test) 🐍 ☁️ - Internet speed testing with network performance metrics including download/upload speed, latency, jitter analysis, and CDN server detection with geographic mapping - [last9/last9-mcp-server](https://github.com/last9/last9-mcp-server) - Seamlessly bring real-time production context—logs, metrics, and traces—into your local environment to auto-fix code faster - [metoro-io/metoro-mcp-server](https://github.com/metoro-io/metoro-mcp-server) 🎖️ 🏎️ ☁️ - Query and interact with kubernetes environments monitored by Metoro +- [Turbo-Puffin/measure-mcp-server](https://github.com/Turbo-Puffin/measure-mcp-server) [glama](https://glama.ai/mcp/servers/@Turbo-Puffin/measure-mcp-server) ☁️ - Privacy-first web analytics with native MCP server. Query pageviews, referrers, trends, and AI-generated insights for your sites. - [MindscapeHQ/server-raygun](https://github.com/MindscapeHQ/mcp-server-raygun) 📇 ☁️ - Raygun API V3 integration for crash reporting and real user monitoring - [mpeirone/zabbix-mcp-server](https://github.com/mpeirone/zabbix-mcp-server) 🐍 ☁️ 🐧 🪟 🍎 - Zabbix integration for hosts, items, triggers, templates, problems, data and more. - [netdata/netdata#Netdata](https://github.com/netdata/netdata/blob/master/src/web/mcp/README.md) 🎖️ 🏠 ☁️ 📟 🍎 🪟 🐧 - Discovery, exploration, reporting and root cause analysis using all observability data, including metrics, logs, systems, containers, processes, and network connections @@ -1233,12 +1262,20 @@ Provides the ability to handle multimedia, such as audio and video editing, play Tools for product planning, customer feedback analysis, and prioritization. - [dkships/pm-copilot](https://github.com/dkships/pm-copilot) 📇 ☁️ - Triangulates HelpScout support tickets and ProductLift feature requests to generate prioritized product plans. Scores themes by convergence (same signal in both sources = 2x boost), scrubs PII, and accepts business metrics from other MCP servers via `kpi_context` for composable prioritization. +- [spranab/saga-mcp](https://github.com/spranab/saga-mcp) [glama](https://glama.ai/mcp/servers/@spranab/saga-mcp) 📇 🏠 🍎 🪟 🐧 - A Jira-like project tracker for AI agents with full hierarchy (Projects > Epics > Tasks > Subtasks), task dependencies with auto-block/unblock, threaded comments, reusable templates, activity logging, and a natural language dashboard. SQLite-backed, 31 tools. + +### 🏠 Real Estate + +MCP servers for real estate CRM, property management, and agent workflows. + +- [ashev87/propstack-mcp](https://github.com/ashev87/propstack-mcp) [glama](https://glama.ai/mcp/servers/@ashev87/propstack-mcp) 📇 ☁️ 🍎 🪟 🐧 - Propstack CRM MCP: search contacts, manage properties, track deals, schedule viewings for real estate agents (Makler). ### 🔬 Research Tools for conducting research, surveys, interviews, and data collection. - [Embassy-of-the-Free-Mind/sourcelibrary-v2](https://github.com/Embassy-of-the-Free-Mind/sourcelibrary-v2/tree/main/mcp-server) 📇 ☁️ - Search and cite rare historical texts (alchemy, Hermeticism, Renaissance philosophy) with DOI-backed academic citations from [Source Library](https://sourcelibrary.org) +- [mnemox-ai/idea-reality-mcp](https://github.com/mnemox-ai/idea-reality-mcp) [glama](https://glama.ai/mcp/servers/@mnemox-ai/idea-reality-mcp) 🐍 ☁️ 🍎 🪟 🐧 - Pre-build reality check for AI coding agents. Scans GitHub, Hacker News, npm, PyPI, and Product Hunt to detect existing competition before building, returning a reality signal score (0-100), duplicate likelihood, similar projects, and pivot hints. - [ovlabs/mcp-server-originalvoices](https://github.com/ovlabs/mcp-server-originalvoices) 📇 ☁️ - Instantly understand what real users think and why by querying our network of 1:1 Digital Twins - each representing a real person. Give your AI agents authentic human context to ground outputs, improve creative, and make smarter decisions. - [Pantheon-Security/notebooklm-mcp-secure](https://github.com/Pantheon-Security/notebooklm-mcp-secure) 📇 🏠 🍎 🪟 🐧 - Query Google NotebookLM from Claude/AI agents with 14 security hardening layers. Session-based conversations, notebook library management, and source-grounded research responses. - [pminervini/deep-research-mcp](https://github.com/pminervini/deep-research-mcp) 🐍 ☁️ 🏠 - Deep research MCP server for OpenAI Responses API or Open Deep Research (smolagents), with web search and code interpreter support. @@ -1335,6 +1372,7 @@ 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. @@ -1352,7 +1390,8 @@ Tools for conducting research, surveys, interviews, and data collection. - [webscraping-ai/webscraping-ai-mcp-server](https://github.com/webscraping-ai/webscraping-ai-mcp-server) 🎖️ 📇 ☁️ - Interact with [WebScraping.ai](https://webscraping.ai) for web data extraction and scraping. - [webpeel/webpeel](https://github.com/webpeel/webpeel) 📇 ☁️ 🏠 - Smart web fetcher for AI agents with auto-escalation from HTTP to headless browser to stealth mode. Includes 9 MCP tools: fetch, search, crawl, map, extract, batch, screenshot, jobs, and agent. Achieved 100% success rate on a 30-URL benchmark. - [yamanoku/baseline-mcp-server](https://github.com/yamanoku/baseline-mcp-server) 📇 🏠 - MCP server that searches Baseline status using Web Platform API -- [zhsama/duckduckgo-mcp-server](https://github.com/zhsama/duckduckgo-mcp-server/) 📇 🏠 ☁️ - This is a TypeScript-based MCP server that provides DuckDuckGo search functionality. +- [zhsama/duckduckgo-mcp-server](https://github.com/zhsama/duckduckgo-mpc-server/) 📇 🏠 ☁️ - This is a TypeScript-based MCP server that provides DuckDuckGo search functionality. +- [zoharbabin/google-researcher-mcp](https://github.com/zoharbabin/google-researcher-mcp) [glama](https://glama.ai/mcp/servers/@zoharbabin/google-researcher-mcp) 📇 ☁️ 🏠 - Comprehensive research tools including Google Search (web, news, images), web scraping with JavaScript rendering, academic paper search (arXiv, PubMed, IEEE), patent search, and YouTube transcript extraction. - [zlatkoc/youtube-summarize](https://github.com/zlatkoc/youtube-summarize) 🐍 ☁️ - MCP server that fetches YouTube video transcripts and optionally summarizes them. Supports multiple transcript formats (text, JSON, SRT, WebVTT), multi-language retrieval, and flexible YouTube URL parsing. - [zoomeye-ai/mcp_zoomeye](https://github.com/zoomeye-ai/mcp_zoomeye) 📇 ☁️ - Querying network asset information by ZoomEye MCP Server @@ -1363,6 +1402,7 @@ Tools for conducting research, surveys, interviews, and data collection. - [adeptus-innovatio/solvitor-mcp](https://github.com/Adeptus-Innovatio/solvitor-mcp) 🦀 🏠 - Solvitor MCP server provides tools to access reverse engineering tools that help developers extract IDL files from closed-source Solana smart contracts and decompile them. - [agntor/mcp](https://github.com/agntor/mcp) 📇 ☁️ 🍎 🪟 🐧 - MCP audit server for agent discovery and certification. Provides trust and payment rail for AI agents including identity verification, escrow, settlement, and reputation management. - [AIM-Intelligence/AIM-Guard-MCP](https://github.com/AIM-Intelligence/AIM-MCP) 📇 🏠 🍎 🪟 🐧 - Security-focused MCP server that provides safety guidelines and content analysis for AI agents. +- [imran-siddique/agentos-mcp-server](https://github.com/imran-siddique/agent-os/tree/master/extensions/mcp-server) [glama](https://glama.ai/mcp/servers/@imran-siddique/agentos-mcp-server) - Agent OS MCP server for AI agent governance with policy enforcement, code safety verification, multi-model hallucination detection, and immutable audit trails. - [atomicchonk/roadrecon_mcp_server](https://github.com/atomicchonk/roadrecon_mcp_server) 🐍 🪟 🏠 MCP server for analyzing ROADrecon gather results from Azure tenant enumeration - [behrensd/mcp-firewall](https://github.com/behrensd/mcp-firewall) 📇 🏠 🍎 🪟 🐧 - Deterministic security proxy (iptables for MCP) that intercepts tool calls, enforces YAML policies, scans for secret leakage, and logs everything. No AI, no cloud. - [BurtTheCoder/mcp-dnstwist](https://github.com/BurtTheCoder/mcp-dnstwist) 📇 🪟 ☁️ - MCP server for dnstwist, a powerful DNS fuzzing tool that helps detect typosquatting, phishing, and corporate espionage. @@ -1393,6 +1433,7 @@ 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. @@ -1443,6 +1484,7 @@ Tools for accessing sports-related data, results, and statistics. - [csjoblom/musclesworked-mcp](https://github.com/csjoblom/musclesworked-mcp) 📇 ☁️ - Exercise-to-muscle mapping MCP server. Look up muscles worked by 856 exercises across 65 muscles and 14 muscle groups, analyze workouts for gaps, and find alternative exercises ranked by muscle overlap. - [guillochon/mlb-api-mcp](https://github.com/guillochon/mlb-api-mcp) 🐍 🏠 - MCP server that acts as a proxy to the freely available MLB API, which provides player info, stats, and game information. - [JamsusMaximus/trainingpeaks-mcp](https://github.com/JamsusMaximus/trainingpeaks-mcp) 🐍 🏠 - Query TrainingPeaks workouts, analyze CTL/ATL/TSB fitness metrics, and compare power/pace PRs through Claude Desktop. +- [jordanlyall/wc26-mcp](https://github.com/jordanlyall/wc26-mcp) [glama](https://glama.ai/mcp/servers/@jordanlyall/wc26-mcp) 📇 🏠 🍎 🪟 🐧 - FIFA World Cup 2026 data — 18 tools covering matches, teams, venues, city guides, fan zones, visa requirements, injuries, odds, standings, and more. Zero API keys needed. - [khaoss85/arvo-mcp](https://github.com/khaoss85/arvo-mcp) 📇 ☁️ - AI workout coach MCP server for Arvo. Access training data, workout history, personal records, body progress, and 29 fitness tools through Claude Desktop. - [labeveryday/nba_mcp_server](https://github.com/labeveryday/nba_mcp_server) 🐍 🏠 - Access live and historical NBA statistics including player stats, game scores, team data, and advanced analytics via Model Context Protocol - [mikechao/balldontlie-mcp](https://github.com/mikechao/balldontlie-mcp) 📇 - MCP server that integrates balldontlie api to provide information about players, teams and games for the NBA, NFL and MLB @@ -1524,6 +1566,8 @@ Interact with Git repositories and version control platforms. Enables repository - [bivex/kanboard-mcp](https://github.com/bivex/kanboard-mcp) 🏎️ ☁️ 🏠 - A Model Context Protocol (MCP) server written in Go that empowers AI agents and Large Language Models (LLMs) to seamlessly interact with Kanboard. It transforms natural language commands into Kanboard API calls, enabling intelligent automation of project, task, and user management, streamlining workflows, and enhancing productivity. - [bug-breeder/quip-mcp](https://github.com/bug-breeder/quip-mcp) 📇 ☁️ 🍎 🪟 🐧 - A Model Context Protocol (MCP) server providing AI assistants with comprehensive Quip document access and management. Enables document lifecycle management, smart search, comment management, and secure token-based authentication for both Quip.com and enterprise instances. +- [dearlordylord/huly-mcp](https://github.com/dearlordylord/huly-mcp) [glama](https://glama.ai/mcp/servers/@dearlordylord/huly-mcp) 📇 ☁️ 🏠 🍎 🪟 🐧 - MCP server for Huly project management. Query issues, create and update tasks, manage labels and priorities. +- [davegomez/fizzy-mcp](https://github.com/davegomez/fizzy-mcp) [glama](https://glama.ai/mcp/servers/@davegomez/fizzy-mcp) 📇 ☁️ - MCP server for [Fizzy](https://fizzy.do) kanban task management with tools for boards, cards, comments, and checklists. - [devroopsaha744/TexMCP](https://github.com/devroopsaha744/TexMCP) 🐍 🏠 - An MCP server that converts LaTeX into high-quality PDF documents. It provides tools for rendering both raw LaTeX input and customizable templates, producing shareable, production-ready artifacts such as reports, resumes, and research papers. - [foxintheloop/UpTier](https://github.com/foxintheloop/UpTier) 📇 🏠 🪟 - Desktop task manager with clean To Do-style UI and 25+ MCP tools for prioritization, goal tracking, and multi-profile workflows. - [giuseppe-coco/Google-Workspace-MCP-Server](https://github.com/giuseppe-coco/Google-Workspace-MCP-Server) 🐍 ☁️ 🍎 🪟 🐧 - MCP server that seamlessly interacts with your Google Calendar, Gmail, Drive and so on. @@ -1540,6 +1584,7 @@ Interact with Git repositories and version control platforms. Enables repository - [teamwork/mcp](https://github.com/teamwork/mcp) 🎖️ 🏎️ ☁️ 🍎 🪟 🐧 - Project and resource management platform that keeps your client projects on track, makes managing resources a breeze, and keeps your profits on point. - [tubasasakunn/context-apps-mcp](https://github.com/tubasasakunn/context-apps-mcp) 📇 🏠 🍎 🪟 🐧 - AI-powered productivity suite connecting Todo, Idea, Journal, and Timer apps with Claude via Model Context Protocol. - [universalamateur/reclaim-mcp-server](https://github.com/universalamateur/reclaim-mcp-server) 🐍 ☁️ - Reclaim.ai calendar integration with 40 tools for tasks, habits, focus time, scheduling links, and productivity analytics. +- [UnMarkdown/mcp-server](https://github.com/UnMarkdown/mcp-server) [glama](https://glama.ai/mcp/servers/@UnMarkdown/mcp-server) 📇 ☁️ - The document publishing layer for AI tools. Convert markdown to formatted documents for Google Docs, Word, Slack, OneNote, Email, and Plain Text with 62 templates. - [vakharwalad23/google-mcp](https://github.com/vakharwalad23/google-mcp) 📇 ☁️ - Collection of Google-native tools (Gmail, Calendar, Drive, Tasks) for MCP with OAuth management, automated token refresh, and auto re-authentication capabilities. - [vasylenko/claude-desktop-extension-bear-notes](https://github.com/vasylenko/claude-desktop-extension-bear-notes) 📇 🏠 🍎 - Search, read, create, and update Bear Notes directly from Claude. Local-only with complete privacy. - [wyattjoh/calendar-mcp](https://github.com/wyattjoh/calendar-mcp) 📇 🏠 🍎 - MCP server for accessing macOS Calendar events @@ -1571,6 +1616,7 @@ Interact with Git repositories and version control platforms. Enables repository - [billster45/mcp-chatgpt-responses](https://github.com/billster45/mcp-chatgpt-responses) 🐍 ☁️ - MCP server for Claude to talk to ChatGPT and use its web search capability. - [blurrah/mcp-graphql](https://github.com/blurrah/mcp-graphql) 📇 ☁️ - Allows the AI to query GraphQL servers - [boldsign/boldsign-mcp](https://github.com/boldsign/boldsign-mcp) 📇 ☁️ - Search, request, and manage e-signature contracts effortlessly with [BoldSign](https://boldsign.com/). +- [spranab/brainstorm-mcp](https://github.com/spranab/brainstorm-mcp) [glama](https://glama.ai/mcp/servers/@spranab/brainstorm-mcp) 📇 🏠 🍎 🪟 🐧 - Multi-round AI brainstorming debates between multiple models (GPT, Gemini, DeepSeek, Groq, Ollama, etc.). Pit different LLMs against each other to explore ideas from diverse perspectives. - [brianxiadong/ones-wiki-mcp-server](https://github.com/brianxiadong/ones-wiki-mcp-server) ☕ ☁️/🏠 - A Spring AI MCP-based service for retrieving ONES Waiki content and converting it to AI-friendly text format. - [calclavia/mcp-obsidian](https://github.com/calclavia/mcp-obsidian) 📇 🏠 - This is a connector to allow Claude Desktop (or any MCP client) to read and search any directory containing Markdown notes (such as an Obsidian vault). - [caol64/wenyan-mcp](https://github.com/caol64/wenyan-mcp) 📇 🏠 🍎 🪟 🐧 - Wenyan MCP Server, which lets AI automatically format Markdown articles and publish them to WeChat GZH. @@ -1686,7 +1732,6 @@ 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] @@ -1720,3 +1765,4 @@ Now Claude can answer questions about writing MCP servers and how they work Star History Chart +