AI model or service
Model Context Protocol agent skills, page 92
Model Context Protocol skills, ranked
Ranked by score. Sort bymost stars,trending,newest,recently updated
| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 4369 | 4369.Mat Pourbaix Diagram Calculate Pourbaix (pH-voltage) diagrams for aqueous electrochemical stability using water-corrected MLIP energies and pymatgen. | learningmatter-mit/ | 176 | — | ~2.6k | Automated safety check: Pass | MIT | 3 days ago |
| 4370 | 4370.Mat Raman Spectra Calculate Raman-active phonon mode frequencies and simulate Raman spectra from MLIP phonon calculations; optionally compute full Raman intensities with DFT Born charges via atomate2. | learningmatter-mit/ | 176 | — | ~2.3k | Automated safety check: Pass | MIT | 3 days ago |
| 4371 | Generate random crystal structures for a given composition (AIRSS-style) and relax with MLIPs to find low-energy candidates. | learningmatter-mit/ | 176 | — | ~1.2k | Automated safety check: Pass | MIT | 3 days ago |
| 4372 | 4372.Mat Stability Calculate the thermodynamic stability and energy above the convex hull (Ehull) of a material at 0K. | learningmatter-mit/ | 176 | — | ~2.2k | Automated safety check: Pass | MIT | 3 days ago |
| 4373 | 4373.Mat Surface Energy Calculate surface energy of various (hkl) planes and generate the equilibrium crystal shape (Wulff shape). | learningmatter-mit/ | 176 | — | ~1.3k | Automated safety check: Pass | MIT | 3 days ago |
| 4374 | Iteratively optimize expensive black-box objectives — such as materials properties, experimental yields, or simulation outputs — by learning from past evaluations to select the most promising next… | learningmatter-mit/ | 176 | — | ~2.3k | Automated safety check: Pass | MIT | 3 days ago |
| 4375 | 4375.ML Cluster Expansion train a Cluster Expansion (CE) for lattice-based Monte Carlo simulation of disordered materials. | learningmatter-mit/ | 176 | — | ~2.1k | Automated safety check: Pass | MIT | 3 days ago |
| 4376 | Quantify prediction uncertainty of MACE MLIPs using committee (ensemble) models; flag high-uncertainty structures for DFT verification. | learningmatter-mit/ | 176 | — | ~2.3k | Automated safety check: Pass | MIT | 3 days ago |
| 4377 | 4377.ML Mlip Benchmark Benchmark MLIP accuracy against a labeled dataset — compute MAE/RMSE for energy/atom and forces, and generate parity plots. | learningmatter-mit/ | 176 | — | ~1.7k | Automated safety check: Pass | MIT | 3 days ago |
| 4378 | 4378.Stata Show mcp-stata identity, connected tools, and status. An agent skill from brycewang-stanford/Auto-Empirical-Research-Skills. | brycewang-stanford/ | 4.6k | — | ~519 | Automated safety check: Pass | Unknown | 6 days ago |
| 4379 | 4379.Sprint Summary Generates a Czech sprint summary article from Jira sprint data (Jira MCP first, CSV fallback), publishes it to Confluence with embedded screenshots and MP4 clips, and records the clips with… | shopsys/ | 350 | — | ~7k | Automated safety check: Pass | Unknown | yesterday |
| 4380 | 4380.Chromadb Manage the ChromaDB vector database that stores the ecosystem's persistent memory. | EliasOulkadi/ | 114 | — | ~2.2k | Automated safety check: Pass | MIT | 6 days ago |
| 4381 | 4381.Memory Persistent memory across AI sessions using ChromaDB vector database. | EliasOulkadi/ | 114 | — | ~2.3k | Automated safety check: Notes | MIT | 6 days ago |
| 4382 | 4382.MCP Server Builder Build MCP (Model Context Protocol) servers with tool definitions, resource providers, prompt templates, and transports. | borghei/ | 891 | — | ~1.9k | Automated safety check: Pass | MIT | 4 days ago |
| 4383 | 4383.System Monitor A skill your agent uses when the user asks about system resources, CPU, memory, disk, or process monitoring — e.g. | tombelieber/ | 111 | — | ~2.9k | Automated safety check: Pass | MIT | 10 days ago |
| 4384 | 百度网盘文件管理与智能检索。支持浏览、关键词和语义搜索、文件整理、分享链接、容量查询,以及保存文本内容或通过 URL 转存文件。触发关键词:百度网盘、网盘、baidu、netdisk、云盘、文件分享。 | rongxinzy/ | 154 | 1 repo | ~829 | Automated safety check: Pass | AGPL-3.0 | yesterday |
| 4385 | 4385.Jinshuju Skill 金数据(Jinshuju,jinshuju.net)操作技能 —— 创建/复制/编辑表单与主题,增删改查与批量修改表单数据,上传图片附件,查询账户套餐与团队成员。触发词:金数据、Jinshuju、jinshuju.net、formtoken、表单、报名表、问卷、数据录入、数据查询、批量修改。 | rongxinzy/ | 154 | 1 repo | ~818 | Automated safety check: Pass | AGPL-3.0 | yesterday |
| 4386 | 4386.Search Memory Search Nowledge Mem memories and threads from Proma when the user references past work, prior decisions, recurring problems, or project history. | nowledge-co/ | 186 | — | ~406 | Automated safety check: Pass | No licence | yesterday |
| 4387 | Create / provision / set up a NEW Digital Experience (Communities) / Experience Cloud site — employee service, IT support, help desk, HR, customer, and partner portals — via the headless-360 MCP… | forcedotcom/ | 1.1k | — | ~7.2k | Automated safety check: Notes | Apache-2.0 | yesterday |
| 4388 | 4388.Opensea API Query OpenSea marketplace data via the official CLI, MCP server, or shell scripts. | BankrBot/ | 1.2k | — | ~5.4k | Automated safety check: Pass | MIT | yesterday |
| 4389 | 4389.Skopos Non-custodial crypto copilot with a free chat API, a pay-per-call x402 API, and an MCP server. | BankrBot/ | 1.2k | — | ~2.8k | Automated safety check: Pass | No licence | yesterday |
| 4390 | 4390.Databases Inspect Claudia's unified production memory database and backups. | kbanc85/ | 296 | — | ~356 | Automated safety check: Pass | Unknown | 1 mo ago |
| 4391 | Change the model through mxcli while Studio Pro has the project open, with edits appearing live over MCP. | mendixlabs/ | 129 | — | ~1.2k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 4392 | 4392.Autopilot Loop Run an autonomous /loop iteration -- check progress, work on next task, schedule next wake | ruvnet/ | 74k | — | ~356 | Automated safety check: Pass | MIT | yesterday |
| 4393 | 4393.Autopilot Predict Use learned patterns and current state to predict the optimal next action | ruvnet/ | 74k | — | ~337 | Automated safety check: Pass | MIT | yesterday |
| 4394 | 4394.Stitch Loop Stitch를 사용하여 자율적으로 멀티 페이지 웹사이트를 생성하는 반복 빌드 루프 패턴 — 바통 시스템으로 지속적 웹사이트 개발. | jh941213/ | 125 | — | ~1.5k | Automated safety check: Notes | No licence | 2 mo ago |
| 4395 | 4395.Shifting Perspective Analyze discourse structure using InfraNodus optimizetextstructure tool and shift perspective based on diversity score. | infranodus/ | 119 | — | ~3.2k | Automated safety check: Pass | No licence | 20 days ago |
| 4396 | Work with external data processor/report projects through EDT-MCP: metadata, forms, builds, and one-run debug launch. | DitriXNew/ | 296 | — | ~1.1k | Automated safety check: Pass | AGPL-3.0 | 3 days ago |
| 4397 | Research and safely change managed 1C forms through EDT-MCP, including parameters, bindings, handlers, dynamic lists, and visual verification. | DitriXNew/ | 296 | — | ~704 | Automated safety check: Pass | AGPL-3.0 | 3 days ago |
| 4398 | Apply one bounded BSL correction through EDT-MCP with lost-update protection, targeted validation, and minimal diff. | DitriXNew/ | 296 | — | ~507 | Automated safety check: Pass | AGPL-3.0 | 3 days ago |
| 4399 | Perform bounded EDT project maintenance through current EDT-MCP: diagnostics, revalidation, clean/resync, applications, database update, import/export, and Git when enabled. | DitriXNew/ | 296 | — | ~1.1k | Automated safety check: Pass | AGPL-3.0 | 3 days ago |
| 4400 | Inspect and safely change 1C metadata, including roles, rights, and RLS, through current EDT-MCP structured operations. | DitriXNew/ | 296 | — | ~685 | Automated safety check: Pass | AGPL-3.0 | 3 days ago |
| 4401 | Run a bounded 1C performance profiling experiment through EDT-MCP and collect attributable evidence without leaving profiling active. | DitriXNew/ | 296 | — | ~616 | Automated safety check: Pass | AGPL-3.0 | 3 days ago |
| 4402 | Locate, inspect, validate, and safely change 1C queries or Data Composition Schemas through EDT-MCP. | DitriXNew/ | 296 | — | ~539 | Automated safety check: Pass | AGPL-3.0 | 3 days ago |
| 4403 | Collect bounded runtime and debugger evidence for a 1C project through EDT-MCP, including launch, breakpoints, variables, event log, and cleanup. | DitriXNew/ | 296 | — | ~967 | Automated safety check: Pass | AGPL-3.0 | 3 days ago |
| 4404 | Establish the current EDT-MCP server surface, exact 1C project, and safe route before business-project work. | DitriXNew/ | 296 | — | ~615 | Automated safety check: Pass | AGPL-3.0 | 3 days ago |
| 4405 | Inspect and run EDT translation workflows through EDT-MCP while preserving declared languages, dictionaries, storage, and programmatic metadata names. | DitriXNew/ | 296 | — | ~605 | Automated safety check: Pass | AGPL-3.0 | 3 days ago |
| 4406 | Use EDT-MCP askworkmate for explicitly requested 1C project research or a second opinion, then poll and verify the result. | DitriXNew/ | 296 | — | ~564 | Automated safety check: Pass | AGPL-3.0 | 3 days ago |
| 4407 | Discover, run, debug, poll, and cancel YAXUnit tests through current EDT-MCP launch and background-job contracts. | DitriXNew/ | 296 | — | ~1.1k | Automated safety check: Pass | AGPL-3.0 | 3 days ago |
| 4408 | 4408.Note Calendar 在 macOS 上打通 WPS 笔记与系统日历。支持查询日程、创建/移动/删除日历事件,以及笔记与日历的双向联动:把今日日程整理成笔记规划页、从笔记中提取事项落入日历、根据明日事件推断今日前置准备、全局时间块规划、收集散落各处的待办 checkbox。仅支持… | wpsnote/ | 179 | — | ~1.7k | Automated safety check: Pass | No licence | 4 mo ago |
| 4409 | 4409.Wps Note 通过 MCP 工具读取、编辑和管理 WPS 笔记,基于 block 文档模型,所有内容以 XML 格式交换。当用户说"帮我看看笔记"、"搜索笔记"、"创建一篇笔记"、"编辑笔记内容"、 "整理标签",或提到 WPS 笔记、WPS Note、云笔记时使用。也适用于排查 MCP 工具调用错误 (BLOCKNOTFOUND、EDITORNOTREADY 等)。 | wpsnote/ | 179 | — | ~6k | Automated safety check: Pass | No licence | 4 mo ago |
| 4410 | 4410.Wpsnote Beautifier 智能美化 WPS 笔记文档,采用克制统一的配色风格(全文仅1种主色调,不混用多色系)。核心能力:优化标题层级结构、用高亮块强调核心结论与注意事项、用分栏展示对比或并列内容、应用统一配色方案并写入。仅当用户明确表达美化需求时才触发,例如:美化笔记、排版优化、文档美化、笔记排版、WPS笔记美化、智能排版、文档结构调整、加颜色、加高亮、加分栏、让笔记好看点、优化文档格式、笔记太丑了、调整排版、加点样式… | wpsnote/ | 179 | — | ~1.3k | Automated safety check: Pass | No licence | 4 mo ago |
| 4411 | 4411.Google Ads Plan Plan or rebuild a Google Ads account using business goals, offer structure, intent strategy, and traffic segmentation logic. | TheMattBerman/ | 238 | — | ~963 | Automated safety check: Pass | MIT | 4 mo ago |
| 4412 | 4412.Esg Ratings Retrieve ESG ratings and scores using Octagon MCP. An agent skill from OctagonAI/skills. | OctagonAI/ | 127 | — | ~1.1k | Automated safety check: Pass | MIT | 4 mo ago |
| 4413 | 4413.Cl Policy Shared ClosedLoop access and routing policy for local ClosedLoop automation skills. | closedloop-ai/ | 122 | — | ~2.3k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 4414 | 4414.Cy Web Docs Impact Audit backend tasks/spec coverage for Web, site, public agent interfaces, config, and extensibility impact. | compozy/ | 2.8k | — | ~546 | Automated safety check: Pass | MIT | yesterday |
| 4415 | Implement or debug Cloudflare Email Service sending, Email Routing, or an Agents SDK email handler. | swyxio/ | 176 | — | ~684 | Automated safety check: Pass | MIT | 6 days ago |
| 4416 | 4416.Astro Sites Manager Comprehensive skill for building, migrating, and maintaining Astro v7 projects. | fabricioctelles/ | 106 | — | ~2.4k | Automated safety check: Pass | Apache-2.0 | 7 days ago |