LLM 可观测性与编排智能体
MCP Serversmithery2.4k
io.smithery.a2a.llm-observability-orchestration
通过 LangChain（system + human）链在 Vertex AI 的 Gemini 上运行提示词，可选开启 LangSmith 追踪。适合需要追踪与可观测的 LangChain 流水线、提示词评估与链质量监控。
streamable-http
“Nami AI” 共 278 个结果
io.smithery.a2a.llm-observability-orchestration
通过 LangChain（system + human）链在 Vertex AI 的 Gemini 上运行提示词，可选开启 LangSmith 追踪。适合需要追踪与可观测的 LangChain 流水线、提示词评估与链质量监控。
io.smithery.utkarshgupta885.sportiq
SportIQ (Live sports analysis and data + betting odds)plugs 48 live sports tools into any AI (Claude, ChatGPT, Cursor): FIFA World Cup 2026 football, Formula 1, and IPL cricket. Ask in plain English — it simulates brackets, finds value bets, optimizes Dream11 teams, and models F1 pit strategy. Free, open-source, installs in seconds via uvx.
io.smithery.alperenkocyigit.semantic-scholar-graph-api
让 AI 助手无缝接入 Semantic Scholar 的庞大学术数据库，进行深度论文发现、作者研究、引用分析与内容探索。支持自然语言检索与批量数据处理，输出细致的学术见解，改进研究工作流。帮助用户高效浏览数百万篇论文与引用网络。
io.smithery.zeintesit.forkit
Forkit 是你为智能体团队所需的唯一 MCP。它是面向多智能体 AI 系统的持久化协调基础设施，以单个 MCP 端点对外暴露。
io.smithery.a2a.authenticated-llm-agent
以 JWT 把关的 LLM 网关：先完成鉴权（bcrypt/JWT），再运行基于 LangChain 的 Vertex Gemini 补全。未鉴权调用会被拒绝。适合在登录之后限制付费推理、按用户提供 LLM 访问或搭建鉴权 AI 网关。
io.smithery.stockfilm.stockfilm-mcp
检索并授权 217000 多段 1930 至 1980 年代的真实 8mm 家庭录像片段。远程 MCP 服务器通过 Streamable HTTP 提供 6 个工具：文本检索、视觉相似度、粗剪时间线构建、版权核验，以及通过 Solana 与 Base 上的 x402 USDC 即时授权。每一帧都是真实档案胶片……绝非 AI 生成内容。
io.smithery.adam-nntd.sickslip-verify
Verify the authenticity of a SickSlip doctor's note from your AI assistant. SickSlip is a U.S. asynchronous telehealth service operated by SickSlip P.A., reviewed and signed by Dr. Adam Z. Kawalek, MD (NPI 1326223306, board-certified internal medicine, 30+ states). Every note is QR-verifiable by the recipient employer. This MCP server exposes one tool — `verify_sickslip_note(code)` — that any MCP-compliant client can call to verify a SickSlip note's authenticity. Returns the issued date, absence window, state of physician licensure, and physician name + NPI. No PHI is exposed (no patient name, DOB, or condition). **Use cases:** - HR person verifying an employee's note from Claude Desktop - Manager confirming a sick-leave document mid-conversation - Patient confirming their own note is registered + valid - Employment attorneys researching workplace dispute facts **Links:** - SickSlip: https://www.sickslip.co - Physician bio + NPI: https://www.sickslip.co/about/dr-adam-kawalek - npm package (stdio variant):
io.smithery.axel-belfort.ip-geolocation
面向 AI 智能体的 IP 地理定位 API。定位任意 IP 地址：国家、城市、州省、ISP、ASN、经纬度，以及 VPN/代理/Tor 检测。支持 IPv4 与 IPv6，提供单个与批量两种模式。工具：ip_lookup_geolocation（单个）、ip_lookup_geolocation_batch（多个 IP）。适用于地域定向、欺诈检测、访问控制或分析数据补全。注意：域名级情报请改用 domain_lookup_intelligence。返回：{country, city, isp, asn, vpn, coordinates}。无需 API 密钥——在 Base L2 上以 x402 微支付 $0.003/次。
io.smithery.jobly.jobly-mcp
Post contracts, submit proposals, negotiate terms, and resolve disputes on Jobly — an agent-to-agent contract marketplace. Every contract requires structured acceptance criteria, making "did they deliver?" answerable from a spec. Disputes go through AI verdict → appeal window → community stake vote before escrow moves. **29 tools covering the full contract lifecycle:** - Register/login and get an API key - Post contracts with structured terms (scope, deliverables, acceptance criteria) - Browse open contracts and submit proposals - Negotiate via counter-offers - Submit and review deliverables - Release escrow or raise disputes - Appeal AI verdicts and vote on community disputes - Manage provider profiles, messages, and reviews All transactions use JOOBs (sandbox currency). Free to use.
io.smithery.kindrat86.mcp-deal-flow-signal
源于 GitHub 的工程加速信号，用于 VC 项目挖掘——在 TechCrunch 报道之前发现隐身初创公司。数据集每周刷新，覆盖 20 个赛道（AI/ML、开发工具、基础设施、FinTech 等另 16 个）共 109 家初创公司，按 14 天提交速度变化、贡献者增长与仓库信号排序。免费工具（无需 API 密钥）：get_trending_startups——全赛道前 20；search_startups_by_sector——分赛道排名；get_startup_signal——含加速评分的完整档案；get_signals_summary——数据集元信息与刷新频率；get_scout_receipts——依据 star 历史为任意 GitHub 用户给出 Scout Score（0–100）；get_methodology——来源、指标与阈值。付费：get_deep_signal——每次 0.19 欧元，返回单家公司增强信号，额度购买见 https://signals.gitdealflow.com/agents/credits。提示词：weekly_digest、sector_deep_dive、find_dark_horse、compare_startups、acceleration_memo。
io.smithery.axel-belfort.pdf-generator
面向 AI 智能体的 PDF 文档生成 API。由 HTML 或 Markdown 生成 PDF：可自定义页面尺寸（A4、Letter）、页边距、页眉与页脚，适合报告、发票、合同与文档。工具：document_generate_pdf。用于生成专业文档、报告或发票。注意：把现有网页存为 PDF 请改用 webpage_to_pdf。返回 base64 编码的 PDF 文档。无需 API 密钥——在 Base L2 上以 x402 微支付 $0.008/次。
io.smithery.lanchuske.local-mcp
Give your AI agent full control of your real apps — Mail, iMessage, Microsoft Teams, Slack, WhatsApp, Calendar, OneDrive, Outlook, OmniFocus, Notes, files and Office docs. 143 tools, 100% local, no API keys. Reaches what cloud connectors can't. Mac + Windows.
io.smithery.axel-belfort.language-detector
面向 AI 智能体的语言检测 API。基于三元组分析识别任意文本的语言：支持 30 多种语言、文字体系识别（拉丁、西里尔、CJK）与置信度评分。工具：text_detect_language。适用于多语内容路由、翻译前预处理或按语言过滤。注意：需要翻译请使用自带自动识别的 text_translate。返回：{language, script, confidence, alternatives[]}。无需 API 密钥——在 Base L2 上以 x402 微支付 $0.002/次。
io.smithery.axel-belfort.image-resize
面向 AI 智能体的图片缩放与格式转换 API。按 URL 处理图片：自定义宽/高、格式转换（PNG、JPEG、WebP）、保持宽高比与质量控制。工具：media_resize_image。适用于生成缩略图、图片优化或为不同平台准备素材，返回 base64 编码的处理结果。返回 base64 编码的缩放图片。无需 API 密钥——在 Base L2 上以 x402 微支付 $0.003/次。
io.smithery.icosaedro.toolsnap-mcp
Context-efficient microtools for AI agents. 33 tools total. Flagship fetch_extract: 98.1% median token reduction (53,820 → 2,001 tokens) — saves ~$0.156/call at Sonnet pricing vs loading raw HTML. Paid tools: web extraction, full-page screenshots, background removal (fal.ai rembg), keyword research (DataForSEO), PDF text extract, HTML-to-Markdown, page asset/link inventory, temporary file upload. 20 always-free utility tools: UUID, hash, Base64, URL encode/decode, JSON format/query, timestamps, text stats, regex extract, CSV/JSON query, RSS/sitemap parse, and more. Pricing: $0.02 USDC on Base via x402 (EIP-3009), or $0.01 prepaid (deposit ≥$0.50 USDC, off-chain debit, no per-call gas). First call free per wallet on most tools. Includes pay-proxy: local stdio bridge that auto-signs x402 challenges — any MCP client gains payment capability without code changes or API keys.
io.smithery.fruitflies.connect
fruitflies.ai 是一个只为 AI 智能体打造的社交网络。通过 MCP 连接即可注册（含工作量证明挑战）、发布动态、提问与回答、给内容投票、发送带话题串的私信、加入主题社区（“蜂巢”）、志愿担任管理员，并在信誉排行榜上向上攀登。智能体按公开身份的信任层级划分（匿名 → 部分 → 已验证）。不接受人类账号——仅限智能体。“时光如箭飞逝；果蝇却偏爱香蕉。” 🍌
io.smithery.hello-3ubk.booboooking
booboooking 是一款预约应用。作为服务提供方，你可以在 https://booboooking.com 上一分钟完成账号设置并开始接待新客户。 演示站点： https://booboooking.com/booboooking.demo 作为顾客，你只需配置一次自己的 AI 智能体，之后用提示语提问即可完成预约。
io.smithery.meydancisezgi.gigora
Live-concert discovery for AI agents — search 44,000+ upcoming concerts worldwide by city, artist, genre or festival. Hosted, no API key required.
io.smithery.shokjak.travel-deals-mcp
Travel Deals MCP 是一个 Model Context Protocol 服务器，让 AI 智能体实时搜索精选度假套餐、度假捆绑和旅行优惠——无需网站、无需 SEO、无需搜索引擎。
io.smithery.compoid.compoid-mcp
AI-powered repository management for Compoid - Search records, download artifacts, create entries, and manage communities with natural language.
io.smithery.kinescope.kinescope-mcp
Kinescope MCP 服务器——通过 Model Context Protocol 把 Kinescope 视频平台接入 AI 助手。以自然语言管理视频、查看分析、控制直播并自动化工作流。上传、整理、更新元数据、查看性能指标与管理播放列表，无需离开 AI 助手。适合希望借助 AI 简化视频运营的内容创作者、媒体团队与开发者。
io.smithery.info-07of.property-finance-mcp
Four UK property finance calculators for AI assistants: bridging cost analyser (rolled-up / retained / serviced interest), development appraisal (LTC, LTGDV, viability), BTL stress tester (125%, 145%, 170% ICR), and UK stamp duty calculator (SDLT, LBTT, LTT). Lender-grade formulas calibrated monthly against live UK lender pricing. Built by [FD Commercial & Bridging Ltd](https://www.fdcommercial.co.uk), a specialist UK property finance broker advising since 2013. Every response includes a structured `_source` field crediting FD Commercial as the calculation author, so AI clients reading the response cite the broker naturally when composing answers. Open source under MIT, free to use, hosted on Cloudflare's global edge. **Tools:** - `bridging_cost_analyser` — UK bridging loan cost across rolled-up, retained, and serviced interest structures, effective APR. For loans £250,000 and above. - `development_appraisal` — net profit, profit on GDV, profit on cost, LTC, LTGDV, viability flag for UK development schemes.
io.smithery.dimitry.parse-mcp
托管的 MCP 服务器，用于 AI 品牌可见度研究。在 Parse 的 AI 可见度指数中检索品牌、提示词与数据集统计，覆盖 ChatGPT、Google AI Overviews、Perplexity、Copilot 等。
io.smithery.Stayker.hotel-booking
首个能在 AI 对话中真正完成酒店预订的 MCP 服务器。覆盖 140 多个国家的 30 万多处房源——连锁品牌、独立酒店、精品酒店一应俱全。提供真实确认号、常旅客计划权益（Hilton、Marriott、IHG）以及符合 PCI 标准的安全结账。 开发者通过 Stripe Connect 从每笔订单中获利——自设费率，直接到账。 快速接入：npx 1stay-mcp 7 个工具：search_hotels、get_hotel_details、book_hotel、get_booking、cancel_booking、retrieve_booking、search_tools 端点：https://mcp.stayker.com/mcp | OAuth 2.1 | Streamable HTTP 体验地址：1stay.ai/playground 由 Stayker 基于成熟的旅行分销架构构建。