| # | Mod | Type | Stars | Scan | Tokens | Rating |
|---|---|---|---|---|---|---|
| 1 | x402browser-use/browser-useSet up Browser Use Cloud payments with x402 — pay per request from a crypto wallet (USDC on Base mainnet), no signup or API key. Two setups it works out up front — "just use it" (set up a wallet so you or Claude Code can run cloud browser tasks paid from the wallet — Claude writes and runs throwaway scripts, nothing… | Skill | 112k | A | 175 | — |
| 2 | aip-trackerapache/airflowTrack Airflow Improvement Proposal (AIP) implementation progress by comparing Confluence specs against codebase evidence. Use when asked to assess, report on, or compare AIP status. | Skill | 47k | A | 41 | — |
| 3 | scrapling-officialD4Vinci/ScraplingScrape web pages using Scrapling with anti-bot bypass (like Cloudflare Turnstile), stealth headless browsing, spiders framework, adaptive scraping, and JavaScript rendering. Use when asked to scrape, crawl, or extract data from websites; webfetch fails; the site has anti-bot protections; write Python code to… | Skill | 79k | A | 80 | — |
| 4 | fastapifastapi/fastapiFastAPI best practices and conventions. Use when working with FastAPI APIs, Pydantic models, dependencies, streaming responses including Server-Sent Events (SSE), and serving frontend apps. Keeps FastAPI code clean and up to date with the latest features and patterns. | Skill | 102k | A | 57 | — |
| 5 | data-visualizationlangchain-ai/deepagentsUse for creating publication-quality charts and multi-panel analysis summaries. Triggers when tasks involve visualizing data, plotting results, creating charts, or producing visual reports from analysis output. | Skill | 29k | A | 40 | — |
| 6 | memory-triagemem0ai/mem0Persistent long-term memory protocol powered by mem0. Evaluate conversations for durable facts worth storing via memoryadd. Handles identity, preferences, decisions, configurations, rules, projects, and relationships. Loaded by the openclaw-mem0 plugin when skills mode is active. | Skill | 65k | A | 58 | — |
| 7 | typescriptstreamlit/streamlitChanges to these high-fan-out internals can affect every message, delta, element, or rerun. Keep work in them minimal, and benchmark changes with representative stress-test apps. | Cursor rule | 46k | A | 4,727 | — |
| 8 | playwrightopenai/openai-agents-pythonUse when the task requires capturing or automating a real browser from the terminal. | Skill | 29k | A | 19 | — |
| 9 | git-workflowagno-agi/agnoGit workflow guidance for commits, branches, and pull requests. | Skill | 42k | A | 15 | — |
| 10 | composioComposioHQ/composioRoute and complete Composio work across Composio For You and Composio Platform. Use when the user mentions Composio; wants an agent to use apps such as Gmail, Slack, GitHub, Notion, Calendar, or Linear; needs first-time setup, an SDK or MCP integration, CLI operation, migration guidance, current documentation, or help… | Skill | 30k | A | 84 | — |
| 11 | marimo-pairmarimo-team/marimoWork inside the user's live marimo notebook from the code editor: run Python in the same kernel the user does, inspect live notebook state, and commit durable notebook changes through code mode. Use whenever you create, analyze, or improve the user's marimo notebook. | Skill | 23k | A | 57 | — |
| 12 | building-pydantic-ai-agentspydantic/pydantic-aiBuild AI agents with Pydantic AI — tools, capabilities (including on-demand loading), structured output, streaming, testing, and multi-agent patterns. Use when the user mentions Pydantic AI, imports pydanticai, or asks to build an AI agent, add tools/capabilities, defer capability loading, stream output, define agents… | Skill | 20k | A | 85 | — |
| 13 | notebooklmteng-lin/notebooklm-pyInstall, authenticate, troubleshoot, and operate Gemini Notebook through the notebooklm-py CLI or typed async Python API. Use for notebook and source management, grounded chat and research, and artifact generation or download when the user mentions Gemini Notebook, notebooklm-py, the notebooklm CLI, or its Python API.… | Skill | 19k | A | 79 | — |
| 14 | mempalace-recall-alwaysMemPalace/mempalaceAlways-on MemPalace recall — search the palace before answering about past work, people, projects, or prior decisions. | Cursor rule | 59k | A | 260 | — |
| 15 | tiny-web-crawlerleon-ai/leonCrawl from one or more starting web pages, fetch readable content, search within pages, follow relevant links, and stop when the requested information is found or a bounded limit is reached. | Skill | 17k | A | 42 | — |
| 16 | cocoindexcocoindex-io/cocoindexThis skill should be used when building data processing pipelines with CocoIndex, a Python library for incremental data transformation. Use when the task involves processing files/data into databases, creating vector embeddings, building knowledge graphs, ETL workflows, or any data pipeline requiring automatic change… | Skill | 11k | A | 88 | — |
| 17 | stripe-projectse2b-dev/E2BUse after E2B sandbox/API access has been provisioned through Stripe Projects and the user needs to use the resulting E2B API key with the E2B CLI, JavaScript SDK, Python SDK, or Code Interpreter SDK. | Skill | 14k | A | 51 | — |
| 18 | new-features-planning567-labs/instructorwhen asked to implement new features or clients. | Cursor rule | 14k | A | 488 | — |
| 19 | plugin-architecture-patternsxberg-io/xbergDesign, implement, or diagnose Xberg plugin traits, typed registries, priority collisions, lifecycle, native extractors, and Alef-generated Python plugin bridges. Load for plugin-system work, not ordinary extractor parsing. | Skill | 9.3k | A | 49 | — |
| 20 | agent-squad-python2FastLabs/agent-squadUse when building or modifying a Python app that uses the agent-squad Python package — async multi-agent orchestration for Python 3.11+: orchestrator, agents (BedrockLLMAgent, AnthropicAgent, OpenAIAgent, SupervisorAgent, GroundedAgent, ChainAgent, and more), classifier routing (Bedrock, Anthropic, OpenAI), storage… | Skill | 7.8k | A | 113 | — |
| 21 | quantum-qiskitaiming-lab/AutoResearchClawReference qiskit 2.x patterns for variational quantum machine learning. Covers data-encoding feature maps, variational quantum classifier (VQC) training, variational quantum eigensolver (VQE) for chemistry, matrix-product-state circuits, and noise model integration. Use when writing Python code that imports qiskit… | Skill | 14k | A | 102 | — |
| 22 | pysrastroautomata/PySRUse when fitting equations to data with PySR or SymbolicRegression.jl, when a user wants an interpretable formula, symbolic model, scaling law, or empirical relation discovered from numeric data, or when debugging a PySR search that is slow, stuck, or giving poor equations. | Skill | 3.7k | A | 61 | — |
| 23 | datamodel-code-generatorkoxudaxi/datamodel-code-generatorUse this skill when the user wants Python data models, Pydantic models, dataclasses, TypedDicts, msgspec structs, or type-safe Python classes generated from OpenAPI, AsyncAPI, JSON Schema, GraphQL, JSON/YAML/CSV sample data, MCP tool schemas, Protocol Buffers, XML Schema, Apache Avro, or existing Python model objects.… | Skill | 4.0k | A | 147 | — |
| 24 | connect-required-verification-informationstripe/aiUse this skill when the user asks what information a Stripe Connect connected account must provide for verification, onboarding, KYC, or account requirements; when they need to compare requirements between connected-account setups; or when they ask which verification fields, documents, or business details are required… | Skill | 1.8k | A | 80 | — |
| 25 | datachain-coredatachain-ai/datachainUse ONLY for abstract DataChain SDK questions — API usage, method signatures, or code patterns — when no specific dataset or bucket is referenced. If the request mentions creating, saving, listing, exploring datasets or buckets, use datachain-knowledge instead. | Skill | 2.8k | A | 54 | — |
| 26 | snippet_testsdagster-io/dagsterWhen updating tests in this directory, always run them to validate that they succeed. To do so, run. | Cursor rule | 16k | A | 0 | — |
| 27 | memmachine-memoryMemMachine/MemMachineUse when an agent or model needs durable project, user, or session context from MemMachine, needs to save information to MemMachine memory, has requests involving mem-cli, memmachine, or memmachineclient, has insufficient conversation context, or is tempted to search local files for prior context that should come from… | Skill | 3.2k | A | 96 | — |
| 28 | reviewgraphistry/pygraphistryStructured PR review for pygraphistry. Input: PR number/branch (default current branch PR). Output: findings and convergence artifacts under plans/ /. Method: multi-wave, evidence-first review across spec, correctness, tests, security, code quality, DRY, concurrency, performance, architecture, operability, and… | Skill | 2.6k | A | 69 | — |
| 29 | chdb-datastorechdb-io/chdbUse when the user has tabular data (pandas DataFrame, parquet, csv, Arrow, json) and wants to filter, group, aggregate, join, or speed up slow pandas. Provides chDB DataStore — same pandas API, ClickHouse engine underneath. Also handles reading from S3, MySQL, PostgreSQL, MongoDB, ClickHouse Cloud, Iceberg, Delta Lake… | Skill | 2.9k | A | 168 | — |
| 30 | dstack-prototypingdstackai/dstackUse with the dstack skill for model-serving work when the image, serving command, resources, backend/fleet choice, or service behavior is not proven. Guides task-first prototyping on real hardware, choosing fleets/backends that can reuse idle instances and caches, checking vLLM/SGLang sources, and verifying the final… | Skill | 2.2k | A | 80 | — |
| 31 | cudaq-guideNVIDIA/cuda-quantumUse for CUDA-Q setup, simulation targets, QPU access, and @cudaq.kernel authoring guidance. | Skill | 1.1k | A | 26 | — |
| 32 | pysheeet marketplacecrazyguitar/pysheeetPlugin marketplace listing 1 plugin: pysheeet. | Plugin | 8.2k | A | — | — |
| 33 | agent-toolvstorm-co/full-stack-ai-agent-templateAdd a new tool/function the AI agent can call (e.g. look something up, hit an external API, perform an action). Use when extending the assistant's capabilities, wiring a new function into the agent, or when the model needs a new action. This project uses {{ cookiecutter.aiframework }}. | Skill | 1.9k | A | 66 | — |
| 34 | datafusion-pythonapache/datafusion-pythonUse when the user is writing datafusion-python (Apache DataFusion Python bindings) DataFrame or SQL code. Covers imports, data loading, DataFrame operations, expression building, SQL-to-DataFrame mappings, idiomatic patterns, and common pitfalls. | Skill | 602 | A | 54 | — |
| 35 | knowledge_graph_skillNPC-Worldwide/npcpySkill for searching and evolving the SQLite-backed Knowledge Graph. Use this when you need structured fact/concept/link search across one or more teams, NPCs, or directory scopes. The Knowledge Graph (KG) is stored in the application's database (not YAML). It is scoped by (teamname, npcname, directorypath). Facts and… | Skill | 1.5k | A | 474 | — |
| 36 | tqsdk-trading-and-datashinnytech/tqsdk-pythonExplain, implement, or debug TqSdk Python workflows for waitupdate or ischanging update loops, market data retrieval, historical download, account type selection, funds or positions or orders or trades, field meanings, order placement or cancellation, target-position tools, TqScenario margin trials, real-account… | Skill | 5.0k | A | 286 | — |
| 37 | vizro-e2e-flowmckinsey/vizroBuild Vizro dashboards from concept to deployment. Enforces a 2-phase workflow covering requirements, layout design, visualization selection, implementation with Python, and testing. | Plugin | 3.8k | A | — | — |
| 38 | build-fullstack-backendmindsdb/antonMANDATORY reading before writing ANY backend, API, server, or fullstack application code (createartifact types fullstack-stateless-app / fullstack-stateful-app, or anything that will be launched with launchbackend). Contains the complete hard contract: the canonical FastAPI+Mangum backend.py template, SECRETS… | Skill | 752 | A | 115 | — |
| 39 | fastapi-guardrennf93/fastapi-guardProduction-ready security middleware for FastAPI. Use when adding IP filtering, rate limiting, per-route security decorators, route-resolution strict mode, global behavior rules, passive/log-only mode, or Guard Agent SaaS telemetry to a FastAPI app. Covers SecurityMiddleware setup, SecurityConfig tuning, and the… | Skill | 813 | A | 72 | — |
| 40 | ghidra-mcpbethington/ghidra-mcpMCP server "ghidra-mcp" as configured in bethington/ghidra-mcp. Runs locally from the c:/Users/benam/source/mcp/ghidra-mcp Python package. Needs 3 environment variables to run. | MCP server | 3.7k | A | — | — |
| 41 | cocoindex-codecocoindex-io/cocoindex-codeAST-based semantic code search via the ccc CLI. Bundles the ccc skill; Grok installs also activate a SessionStart index hook and MCP server (disable either for skill-only). | Plugin | 2.7k | A | — | — |
| 42 | shiny-for-pythonposit-dev/py-shinyBuilding, styling, testing, debugging, or observing a Shiny for Python (py-shiny) reactive web app - from shiny import ..., shiny run app.py. Index skill: read this, then open the linked reference for the task. Covers dashboard design and visual QA; card toolbars and accessible icons; interactive Plotly charts and… | Skill | 1.8k | A | 209 | — |
| 43 | sovereign-economics-enginewinstonkoh87/Athena-PublicUnified business model evaluator, client filter, pricing engine, and distribution architect. Absorbs 31 business + 8 marketing + 13 content + 2 acquisition protocols. | Skill | 582 | A | 43 | — |
| 44 | cnsplotsfaridrashidi/cnsplotsCreate, revise, and troubleshoot publication-ready scientific plots in Python with cnsplots, including distribution, regression, heatmap, genomics, survival, set, flow, and multi-panel figures. Use when a user asks for cnsplots code, Cell/Nature/Science-style visualization, precise pixel-sized figures, statistical… | Skill | 663 | A | 79 | — |
| 45 | CLAUDEemersonfelipesp/netbox-proxboxThis directory contains Django management commands for the ProxBox plugin. | Command | 593 | A | 0 | — |
| 46 | pymapdl-cliansys/pymapdlHow to use the PyMAPDL command-line interface to start, stop, list, and execute commands on MAPDL instances from a terminal. Use this skill whenever the user wants to control MAPDL from the command line, run APDL commands via the shell, manage running MAPDL processes, script MAPDL workflows without writing Python, or… | Skill | 513 | A | 90 | — |
| 47 | autoharnesstigerless-labs/autoharnessPer-symbol maintenance optimizer for an agent's skill layer — learns skills from real runs and keeps them by adherence in use, not by an offline eval score. | Plugin | 2.0k | A | — | — |
| 48 | rdkitbenchflow-ai/skillsbenchCheminformatics toolkit for fine-grained molecular control. SMILES/SDF parsing, descriptors (MW, LogP, TPSA), fingerprints, substructure search, 2D/3D generation, similarity, reactions. For standard workflows with simpler interface, use datamol (wrapper around RDKit). Use rdkit for advanced control, custom… | Skill | 1.7k | A | 80 | — |
| 49 | redisvlredis/redis-vl-pythontoken.strip().strip(",").replace("“", "").replace("”", "").lower(). | Cursor rule | 425 | A | 59 | — |
| 50 | perforatedaiPerforatedAI/PerforatedAIExpert in PerforatedAI library for adding artificial dendrites to PyTorch neural networks. Triggers: 'Perforate my model' (start interactive setup), 'debug my perforated model' (debug/optimize existing integration), 'load my perforated model for inference' (deploy trained models). Also use when: debugging dendrite… | Skill | 237 | A | 115 | — |
| 51 | clawmetry-selfcheckvivekchand/clawmetryRead your own agent telemetry from ClawMetry (waste, progress, cost) and act on it before finishing a task. Use when ClawMetry is installed on this machine and you want to check whether you are re-reading files, spinning in loops, or burning budget. | Skill | 406 | A | 64 | — |
| 52 | generating-python-installerufy2024/AuCGuidance for packaging Python programs for Windows as optimized installers using Nuitka and Inno Setup. | Skill | 1.1k | A | 108 | — |
| 53 | edge-pythondylan-sutton-chavez/edge-pythonWrite, run, test and package Edge Python programs with the edge CLI. Use when editing .py files in an Edge Python project or when the user asks for Edge Python code. | Skill | 265 | A | 39 | — |
| 54 | openosintOpenOSINT/OpenOSINTAI-powered OSINT agent, MCP server, and CLI. Interactive REPL + 19 tools. Anthropic Claude or local Ollama. For authorized security research use only. Runs locally from the openosint Python package. Needs 5 environment variables to run. | MCP server | 1.5k | A | — | — |
| 55 | companyeddmpython/dartlabA single-company research interface for South Korean DART filings and United States EDGAR filings. It provides one object through which users can request company records, analysis, credit, prices, quantitative data, market context, industry information, and reports. | Skill | 210 | A | 0 | — |
| 56 | pyscn-mcpludo-technologies/pyscnPython code quality analysis MCP server. | Plugin | 1.0k | A | — | — |
| 57 | python-toolingTheRealSavi/iOpenPodPython tooling — uv-only entry point and dev commands. | Cursor rule | 348 | A | 232 | — |
| 58 | sync-checkItamarZand88/CLI-Anything-WEBWalks the documentation dependency web after a CLI code change and reports which downstream files (skills, SOPs, READMEs, plugin references) are out of sync. Use after fixing a bug, adding a command, changing auth behavior, refactoring, or before committing — and when the user says "sync check", "update docs"… | Skill | 215 | A | 95 | — |
| 59 | fenictypedef-ai/fenicCursor rule "fenic" from typedef-ai/fenic, covering writing fenic, must-knows and traps fenic check can't catch — get these right by hand. | Cursor rule | 670 | A | 615 | — |
| 60 | pythonGetStream/Vision-Agentswhen writing python. | Cursor rule | 8.1k | B | 152 | — |
| 61 | neo4j-knowledge-graphMazzaWill/neo4j-python-pandas-py2neo-v3Use when designing, importing, querying, or modernizing Neo4j knowledge graphs from CSV, Excel, pandas, Cypher, py2neo, the official neo4j Python driver, vector indexes, or GraphRAG workflows. | Skill | 579 | A | 55 | — |
| 62 | repo-readiness-auditasimons81/hermes-field-kitUse when a user asks whether an identified repository is ready for further development, release work, a new feature, handoff, or a new contributor, requiring a disciplined read-only audit before an evidence-backed verdict. | Skill | 124 | A | 48 | — |
| 63 | cursorrulesLarens94/codednaEvery supported source file must start with a CodeDNA header using valid native comment syntax. Python uses a module docstring; never copy Python delimiters into another language. | Cursor rule | 148 | A | 1,291 | — |
| 64 | skylosduriantaco/skylosOpen-source, local-first static analysis and PR gates for Python, TypeScript/JavaScript, Go, Java, Kotlin, PHP, Rust, Dart, C#, and Shell. Finds dead code, security issues, secrets, quality regressions, and AI-code mistakes. Runs locally from the skylos Python package. Needs 1 environment variable to run. | MCP server | 645 | A | — | — |
| 65 | update-playbooksvinta/hal-9000(project) Use when updating install tasks in playbooks/roles/ against upstream docs — bumping a pinned version, adopting a newly recommended install method, repointing a doc link that moved, or realigning the community.general pin with the brew-installed ansible. | Skill | 127 | A | 56 | — |
| 66 | senior-python-engineerSpillwaveSolutions/agent-brainSenior Python engineer agent with full permissions to build, test, release, and manage Python projects. Has comprehensive knowledge of Python best practices, testing, packaging, git workflows, and GitHub operations. | Agent | 118 | A | 45 | — |
| 67 | agent-developmentdivar-ir/ai-doc-genGuidelines for developing pydantic-ai agents, tools, and handlers. | Cursor rule | 753 | A | 0 | — |
| 68 | django-fastapi-experttravisjneuman/.claudeDjango ORM, Django REST Framework, FastAPI async patterns, and Pydantic v2 specialist. Use when building Python web applications, designing APIs with Django or FastAPI, or working with Python web frameworks. Trigger phrases: Django, FastAPI, DRF, Django REST Framework, Pydantic, ORM, queryset, viewset, serializer… | Agent | 95 | A | 86 | — |
| 69 | implement-type-annotationsambient-code/agentreadyAdd comprehensive type hints to Python/TypeScript code to improve IDE support, catch errors early, and enable better AI code understanding. | Skill | 151 | A | 30 | — |
| 70 | pytdbotpytdbot/clientWrite Telegram bots and userbots with Pytdbot (async TDLib Python client). Use when the user works with Pytdbot, TDLib, or pytdbot.Client. | Skill | 135 | A | 40 | — |
| 71 | agenthub-pythonPrism-Shadow/agenthubGuidance for using the AgentHub Python SDK (agenthub-python). Use when developing agents that call different LLM APIs, need a unified interface for LLM providers, mention AgentHub, request agenthub-python, or already import it. | Skill | 111 | A | 53 | — |
| 72 | pydantic-ai-dependency-managercoleam00/context-engineering-introDependency and configuration specialist for Pydantic AI agents. USE AUTOMATICALLY after requirements planning to set up agent dependencies, environment variables, model providers, and agent initialization. Creates settings.py, providers.py, and agent.py files. | Agent | 14k | A | 54 | — |
| 73 | marimo-notebookmarimo-team/skillsWrite a marimo notebook in a Python file in the right format. | Skill | 172 | A | 19 | — |
| 74 | conference-reportKerberosClaw/kc_ai_skillsUse when the user attended one or more sessions of a conference (with audio recordings + slide photos) and needs help building (1) faithful per-session reconstructions in markdown (slide visuals + speaker transcript with Whisper hallucination annotations), and (2) a downstream report deliverable whose scope and format… | Skill | 79 | A | 146 | — |
| 75 | generate-meme-gif-packlisamsung/agent-meme-forgeA workflow for creating a pack of animated Chinese meme stickers for WeChat from a reference image or text idea. It targets 16 or 24 entries, each as a 240-by-240 GIF. | Skill | 104 | A | 0 | — |
| 76 | inspect-codex-trajectoryicesixgod/codex-trajectoryInspect or show a local Codex task trajectory, including turns, approximate model steps, assistant messages, reasoning summaries, tool calls, failures, compaction, token usage, and timing. Use when the user asks for a trajectory, execution trace, task timeline, slow-tool analysis, visual event ledger, or live… | Skill | 245 | A | 78 | — |
| 77 | nuitka-nbc-rebuilderDimaReverse/nuitka-static-unpackerMaximum-fidelity Python source reconstruction from Nuitka .nbc / NBC/2 files produced by nuitkadecompiler.py. Use when the user pastes or references a .nbc file, an AIREADYNBC bundle, sections such as @MOD, @CONSTS, @RAWCHUNK, @OPS, @ASM, @FORENSICS, modulecode, modconsts[N], or asks to rebuild Python source from a… | Skill | 131 | A | 142 | — |
| 78 | fetch-dataagentscope-ai/QwenPaw-DataA workflow that turns a plain-language request for business data into a database query, runs it in a data warehouse or lake, and returns the results for analysis. | Skill | 62 | A | 276 | — |
| 79 | triton-kernel-optimizationAMD-AGI/ApexThis skill should be used when writing or tuning Triton GPU kernels, including autotuning block sizes, coalesced accesses, tiled matmul, fused ops, reductions, flash-attention style kernels, quantization, custom gradients, and profiling. | Skill | 76 | A | 56 | — |
| 80 | SoloFlowSonicBotMan/SoloFlowA meta-skill that silently watches your workflows and automatically generates reusable Hermes skills from them. | Skill | 67 | A | 21 | — |
| 81 | renuxandrianllmm/renuxDrive the renux CLI to bulk-rename files. Covers regex patterns, placeholder tags ({counter}, {now}, {size}, EXIF/video metadata), text filters, and file exclusion. Trigger on any bulk/batch rename or filename cleanup request, even without "renux" named, e.g. "add today's date to these screenshots," "strip the IMG… | Skill | 69 | A | 94 | — |
| 82 | book-source-craftXziXmn/legado-hubCreate, debug, review, or evolve LegadoHub Python source plugins and aggregate Reading/Legado source shells. Use when the user asks to adapt a novel site, generate a Python source plugin, inspect public reading sources as references, convert repeated site patterns into templates, repair a special source, or produce… | Skill | 59 | A | 90 | — |
| 83 | spotifyscraperAliAkhtari78/SpotifyScraperExtract public Spotify data — tracks, albums, artists, playlists, podcasts, and lyrics — without the official API. Sync + async, typed, one dependency. Runs locally from the spotifyscraper Python package. Needs 1 environment variable to run. | MCP server | 301 | A | — | — |
| 84 | healthchainhealthchainai/HealthChainBuild healthcare AI services with HealthChain: FHIR gateways, validated FHIR resources, and typed agent tools. | Plugin | 226 | A | — | — |
| 85 | Binary Ninja Scriptingbuzzer-re/RikuganWrite and execute Binary Ninja Python scripts — full API reference included. | Skill | 672 | A | 17 | — |
| 86 | unraid-mcpdinglebear-ai/unraidQuery, monitor, and manage Unraid servers via GraphQL API through MCP tools. Supports system info, Docker, VMs, array/parity, notifications, plugins, rclone, and live telemetry. | Plugin | 129 | A | — | — |
| 87 | nx-plugin-for-aws marketplaceawslabs/nx-plugin-for-awsPlugin marketplace listing 1 plugin: nx-plugin-for-aws. | Plugin | 95 | A | — | — |
| 88 | pyscrappymldsveda/PyScrappyA robust, all-in-one Python web scraping toolkit. Runs locally from the pyscrappy Python package. Needs 1 environment variable to run. | MCP server | 197 | A | — | — |
| 89 | django-celery-expertwilfredinni/django-starter-templateExpert Django Celery guidance for asynchronous task processing. Use when designing background tasks, configuring Celery workers, handling task retries and errors, optimizing Celery performance, implementing periodic tasks with Celery Beat, or setting up production monitoring for Celery. Do not use for general Django… | Skill | 53 | A | 115 | — |
| 90 | codex-panel-reproducelittlepeachs/NaturePanelForgeUse this skill when asked to reproduce or refine a single scientific figure panel as editable Python/matplotlib code in NaturePanelForge. It covers the local Codex panel-to-code workflow, dry-runs, review loops, expected artifacts, and validation. | Skill | 217 | A | 56 | — |
| 91 | specx-component-architecturemaksimzayats/specxDesign or review specx core scope boundaries in Python services. Use when deciding where code belongs across packaged scoped foundation bases, optional local foundation extensions, core/, capabilities, delivery, infrastructure, shared/, and ioc; when adding guardrails or splitting use cases, services, DTOs, schemas… | Skill | 201 | A | 74 | — |
| 92 | styleAyanami1314/swe-prunerCursor rule "style" from Ayanami1314/swe-pruner, covering style guide, bad, good, test style and bad. | Cursor rule | 316 | A | 409 | — |
| 93 | pypi-releasealchemiststudiosDOTai/tunacodeThis skill should be used when releasing tunacode-cli to PyPI. It keeps the existing local release checks, then hands the actual PyPI upload to a GitHub Actions workflow that uses the repository's PYPIAPITOKEN secret. | Skill | 124 | A | 52 | — |
| 94 | demo-revieweradewale/skill-eval-harnessDemo skill for the Skill Eval Harness example. Use it to review a proposed change and label the severity of each finding. | Skill | 73 | A | 28 | — |
| 95 | code_interpreterwanmol/goal-flowA tool for running Python code in an isolated environment. Python is a programming language often used for calculations, data processing, file-format conversion, and preparing chart data. | Skill | 133 | A | 42 | — |
| 96 | skillsprobabl-ai/skillsSkills to support Machine Learning experimentation using the Python ecosystem. | Plugin | 119 | A | — | — |
| 97 | pdfmuxNameetP/pdfmuxSelf-healing PDF extraction for RAG — #2 of 8 engines on opendataloader-bench (0.903). Flags pages it can't read instead of dropping them, and certifies any extractor's output for silent drops. Verify signed manifests offline, free. Per-page confidence, 7-tool MCP server, LangChain/LlamaIndex loaders. LlamaParse… | MCP server | 82 | A | — | — |
| 98 | admin-proceduresdigital-go-jp/administrative-procedures-mcpThis package name is reserved by Microsoft Corporation. Runs locally from the excel Python package. | MCP server | 72 | A | — | — |
| 99 | intervals-icu-mcphhopke/intervals-icu-mcpModel Context Protocol server for Intervals.icu — access training data, wellness metrics, and performance analysis from Claude, ChatGPT, and other LLMs. Runs locally from the intervals-icu-mcp Python package. Needs 2 environment variables to run. | MCP server | 64 | A | — | — |
| 100 | paper2codePrathamLearnsToCode/paper2codeConverts an arxiv paper into a minimal, citation-anchored Python implementation. Trigger when user runs /paper2code with an arxiv URL or paper ID, says "implement this paper", or pastes an arxiv link asking for implementation. Flags all ambiguities honestly. Never invents implementation details not stated in the paper. | Skill | 1.5k | A | 72 | — |
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