Skills

All Skills

exploration

Skills tagged with #exploration

@Asthanaji05
MCP

Io.Github.Asthanaji05/Pokeapi Mcp Server

Empower your AI with Pokédex powers! Fetch and explore Pokémon data seamlessly via PokeAPI.

mcpgithubapiai
Asthanaji05/MCP_Pokemon
19d ago
0
@postrv

narsil

Use narsil-mcp code intelligence tools effectively. Use when searching code, finding symbols, analyzing call graphs, scanning for security vulnerabilities, exploring dependencies, or performing static analysis on indexed repositories.

postrv/narsil-mcp
19d ago
1230
@xiaobei930

exploration

Code exploration strategies for understanding unfamiliar codebases. Use when exploring unknown code, debugging, or analyzing architecture.

xiaobei930/cc-best+2 more
18d ago
340
@algorand-devrel

algorand-ecosystem

Catalog of major projects, protocols, and tools in the Algorand ecosystem. Use when the user asks about Algorand ecosystem projects, DeFi protocols (Folks Finance, Tinyman, Pact, Haystack, Vestige, AlphaArcade), wallets (Pera, Lute, Defly), bridges and cross-chain swaps (XO Swap, SimpleSwap, Allbridge, Wormhole NTT), blockchain explorers and dashboards (Allo, Algo Surf, Lora, Pera Explorer, Nodely, DeFi Llama), NFT marketplaces and tools (Downbad, Rand Gallery, Wen Tools, Minthol, NFDomains, GoPlausible), impact projects (AID Tech, HesabPay, Wholechain), or real world assets / RWA (Meld Gold, Lofty). Also use when the user wants to find relevant integrations, community projects, SDKs, or APIs available in the Algorand ecosystem.

algorand-devrel/algorand-agent-skills+13 more
18d ago
300
@clacky-ai

code-explorer

Use this skill when exploring, analyzing, or understanding project/code structure. Required for tasks like "analyze project", "explore codebase", "understand how X works".

clacky-ai/openclacky+5 more
19d ago
1800
@catlog22

analyze-with-file

Interactive collaborative analysis with documented discussions, inline exploration, and evolving understanding. Serial execution with no agent delegation.

catlog22/Claude-Code-Workflow+73 more
9d ago
1.5K0
@axiomhq
MCP

Mcp

List datasets, schemas, run APL queries, and use prompts for exploration, anomalies, and monitoring.

mcp
axiomhq/mcp
19d ago
0
@muqsitnawaz

mq

Query markdown files efficiently with mq CLI. Use when exploring documentation structure, extracting specific sections, or reducing token usage when reading .md files.

muqsitnawaz/mq
19d ago
550
@OutlineDriven

askme

Verbalized Sampling (VS) protocol for deep intent exploration before planning. Use when starting ambiguous or complex tasks, when multiple interpretations exist, or when you need to explore diverse intent hypotheses and ask maximum clarifying questions before committing to an approach.

OutlineDriven/odin-claude-plugin+32 more
5d ago
170
@Alfanous-team
MCP

Alfanous - Quranic Search Engine

Search and explore the Holy Qur'an with Arabic text, transliteration, and advanced search support.

mcpgithubsearch
Alfanous-team/alfanous
19d ago
0
@mcp-registry
MCP

Azure Verified Modules (AVM) MCP Server

Discover and explore Azure Verified Modules from the Bicep Public Registry

mcpgithubazure
19d ago
0
@lidofinance

add-explorer

Add support for a new blockchain explorer API to diffyscan. Use when a new chain or explorer type needs to be supported.

lidofinance/diffyscan+3 more
19d ago
1390
@CodeAlive-AI

agents-consilium

Query external AI agents (Codex, Gemini, OpenCode, Claude Code headless) in parallel for independent second opinions, code review, bug investigation, and consensus on high-stakes decisions. Agents and models are configurable in config.json. Use for architecture choices, security review, or ambiguous problems where independent perspectives matter. Not for simple questions answerable from docs or the codebase — use web search or repo exploration instead.

CodeAlive-AI/ai-driven-development+5 more
1d ago
570
@mcp-registry
MCP

Civis

Structured knowledge base for AI agent solutions. Search, explore, and retrieve build logs.

mcpgithubaisearch
19d ago
0
@cyanheads
MCP

Pubmed Mcp Server

Search PubMed, fetch articles and full text, generate citations, and explore MeSH terms via NCBI.

mcpgithubsearch
cyanheads/pubmed-mcp-server
19d ago
0
@bahdotsh

explore-codebase-index

Orients exploration of the indxr repository using `.cursor/INDEX.md` as a single-file map of directory layout, declarations, imports, and cross-file structure. Use when navigating this codebase, locating symbols or modules, planning where to read code, or answering structural questions before opening many source files.

bahdotsh/indxr
18d ago
440
@aws

connectors

Database connector and explorer patterns for Gremlin, openCypher, and SPARQL, including the query template tag and escapeString usage.

aws/graph-explorer+3 more
19d ago
4410
@stefanoshea
MCP

RLM Tools

Persistent Python sandbox for token-efficient codebase exploration in MCP clients

mcpgithubpython
stefanoshea/rlm-tools
19d ago
0
@tempoxyz

explorer-tidx

Explorer-only TIDX migration skill (PG-first, CH fallback for count-heavy paths)

tempoxyz/tempo-apps
19d ago
1750
@j0hanz
MCP

Io.Github.J0hanz/Filesystem Context

🔍 Read-only MCP server for secure filesystem exploration, searching, and analysis

mcpgithubsearchfile
j0hanz/filesystem-context-mcp-server
19d ago
0
@jrenaldi79

sidecar

Spawn conversations with other LLMs (Gemini, GPT, ChatGPT, Codex, o3, DeepSeek, Qwen, Grok, Mistral, etc.) and fold results back into your context. TRIGGER when: user asks to talk to, chat with, use, call, or spawn another LLM or model; user mentions Gemini, GPT, ChatGPT, Codex, o3, DeepSeek, Claude (as a sidecar target), Qwen, Grok, Mistral, or any non-current model by name; user asks to get a second opinion from another model; user wants parallel exploration with a different model; user says "sidecar", "fork", or "fold". CRITICAL RULES: (1) ALWAYS launch sidecar CLI commands with Bash tool's run_in_background: true. Never run sidecar start/resume/continue in the foreground. (2) The fold summary returns on stdout when the user clicks Fold in the GUI or the headless agent finishes. Use TaskOutput to read it when the background task completes. (3) Use --prompt for the start command (NOT --briefing). --briefing is only for subagent spawn. (4) NEVER use o3 or o3-pro unless the user explicitly asks for it by name. These models are extremely expensive ($10-60+ per request). If the user asks for o3, warn them about the cost before proceeding. Default to gemini for most tasks. (5) When the user asks to query MULTIPLE LLMs simultaneously (e.g., "ask Gemini AND ChatGPT", "compare Gemini vs GPT"), ALWAYS use --no-ui (headless) for all of them unless the user explicitly requests interactive. Opening multiple Electron windows at once is disruptive. Launch them all in parallel with run_in_background: true.

jrenaldi79/sidecar
18d ago
80
@haowjy

cw-brainstorming

Creative writing skill for capturing story brainstorming. Use when the user is exploring narrative ideas, discussing characters, planning episodes, or thinking through story possibilities. Creates minimal working notes that preserve creative freedom by recording only what was stated and marking sources.

haowjy/creative-writing-skills+5 more
18d ago
730
@andyzengmath

ql-brainstorm

Part of the quantum-loop autonomous development pipeline (brainstorm → spec → plan → execute → review → verify). Deep Socratic exploration of a feature idea before implementation. Asks questions one at a time, proposes 2-3 alternative approaches with trade-offs, presents design section-by-section for approval, and saves an approved design document. Use when starting a new feature, exploring an idea, or before writing a spec. Triggers on: brainstorm, explore idea, design this, think through, ql-brainstorm.

andyzengmath/quantum-loop+8 more
15d ago
170
@muxedai

exploring-llm-traces

ABSOLUTE MUST to debug and inspect LLM/AI agent traces using PostHog's MCP tools. Use when the user pastes a trace URL (e.g. /llm-observability/traces/<id>), asks to debug a trace, figure out what went wrong, check if an agent used a tool correctly, verify context/files were surfaced, inspect subagent behavior, investigate LLM decisions, or analyze token usage and costs.

muxedai/muxed+2 more
19d ago
140
@roberto-mello

lavra-brainstorm

Explore requirements and approaches through collaborative dialogue before planning

roberto-mello/lavra+8 more
18d ago
360
@mxyhi

CLI-EXPLORER — 适配器探索式开发完全指南

> 从零到发布:API 发现 → 认证策略 → 写适配器 → 测试验证。

mxyhi/ok-skills+15 more
19d ago
2270
@anipotts
MCP

iMessage MCP

25 tools for searching, analyzing, and exploring your iMessage history on macOS.

mcpgithubsearch
anipotts/imessage-mcp+1 more
19d ago
0
@Tiberriver256

azure-devops-rest-api

Guide for working with Azure DevOps REST APIs and OpenAPI specifications. Use this skill when implementing new Azure DevOps API integrations, exploring API capabilities, understanding request/response formats, or referencing the official OpenAPI specifications from the vsts-rest-api-specs repository.

Tiberriver256/mcp-server-azure-devops
18d ago
3460
@kambleakash0

deep-codebase-audit

Explore a codebase like an AI would, surface architectural friction, and propose deep-module changes that improve testability and agent-friendliness.

kambleakash0/agent-skills+5 more
18d ago
50
@tilework-tech

Building UI/UX

Use when implementing user interfaces or user experiences - guides through exploration of design variations, frontend setup, iteration, and proper integration

tilework-tech/nori-cli+9 more
19d ago
1110
@codependentai

arxiv-research

Search and read academic papers from arxiv via Semantic Scholar API + ar5iv HTML. No OAuth, no PDF parsing. Use when the user wants to find research papers, read a specific paper, look up citations, or explore academic literature. Trigger on "find papers on", "arxiv", "research on", "look up the paper", "academic search", "semantic scholar", "what does the literature say", "read this paper", or any arxiv/ar5iv URL.

codependentai/resonant
18d ago
220
@S1LV4

th0th-memory

Mandatory rules for using th0th semantic search, compression, and memory tools. Prioritize th0th tools over native tools (Glob, Grep, Read) to explore and understand code. Triggers on tasks involving code search, context compression, storing decisions, or retrieving project knowledge.

S1LV4/th0th
19d ago
1230
@JaredStewart

coderlm

Primary tool for all code navigation and reading in supported languages (Rust, Python, TypeScript, JavaScript, Go, Java, Scala, SQL). Use instead of Read, Grep, and Glob for finding symbols, reading function implementations, tracing callers, discovering tests, and understanding execution paths. Provides tree-sitter-backed indexing that returns exact source code — full function bodies, call sites with line numbers, test locations — without loading entire files into context. Use for: finding functions by name or pattern, reading specific implementations, answering 'what calls X', 'where does this error come from', 'how does X work', tracing from entrypoint to outcome, and any codebase exploration. Use Read only for config files, markdown, and unsupported languages.

JaredStewart/coderlm
18d ago
1860
@1amageek

skeleton

Understand the overall structure and architecture of a codebase. Extracts all type declarations, method signatures, properties, and inheritance relationships into a compact skeleton. Use when user asks about project architecture, says "show me the structure", wants to explore an unfamiliar codebase, or is planning multi-module changes. Also use before launching an Explore agent to give it a structural map.

1amageek/swift-skeleton
15d ago
150
@blessonism

GitHub Explorer — 项目深度分析

> **Philosophy**: README 只是门面,真正的价值藏在 Issues、Commits 和社区讨论里。

blessonism/github-explorer-skill
19d ago
590
@ojowwalker77

Clone Repo

This skill should be used when the user asks to "clone a repo", "fetch code from github", "get external code", "look at a repo", or needs to explore an external repository for code examples and patterns.

ojowwalker77/Claude-Matrix+11 more
18d ago
1030
@neonwatty

job-search

Search LinkedIn, Hacker News, and Twitter/X for jobs with connections, hiring manager insights, and preference-based scoring. Use when the user wants to find jobs, search for positions, or explore job opportunities.

neonwatty/job-apply-plugin
5d ago
220
@kasperjunge

brainstorm-solutions

Generate multiple viable solution options after research is complete, before converging on a single approach. Use when you need to explore the solution space, ask clarifying questions, and produce 3-5 distinct options to consider.

kasperjunge/agent-resources+10 more
18d ago
4090
@wbrown

datalog

Query janus-datalog databases for debugging and data exploration. Use when the user asks to inspect a .db database, explore datoms, check entity attributes, debug query results, or examine CRDT storage state.

wbrown/janus-datalog
18d ago
350
@glincker

stacklit-navigator

Use stacklit.json to navigate codebases without burning tokens on file exploration

glincker/stacklit
18d ago
50
@kingkongshot

pensieve

Project knowledge base and workflow router. knowledge/ caches previously explored file locations, module boundaries, and call chains for direct reuse; decisions/maxims are established architectural decisions and coding standards -- follow, don't re-debate; pipelines are reusable workflows; short-term/ holds new conclusions temporarily, promoted or deleted upon expiry. Use self-improve to capture new insights after completing tasks. Provides five tools: init, upgrade, migrate, doctor, self-improve.

kingkongshot/Pensieve
18d ago
2.5K0
@openkash

sap-odata-explorer

Query and explore SAP OData endpoints with secure logging and configurable output. Use this skill when the user needs to fetch data from SAP systems, explore SAP entity structures, or query SAP business objects like BusinessPartner, SalesOrder, Product, etc.

openkash/sap-odata-explorer
19d ago
170
@nikolai-vysotskyi

trace-mcp

Use trace-mcp tools for code navigation, impact analysis, and framework-aware queries instead of Read/Grep/Glob/Bash. Activate whenever the agent needs to explore, understand, or modify a codebase that has trace-mcp indexed.

nikolai-vysotskyi/trace-mcp+3 more
18d ago
200
@mihaelamj

cupertino

This skill should be used when working with Apple APIs, iOS/macOS/visionOS development, or Swift language questions. Covers searching Apple developer documentation, looking up SwiftUI views, finding UIKit APIs, reading Apple docs, browsing Swift Evolution proposals, checking Human Interface Guidelines, and exploring Apple sample code. Supports 300+ frameworks including SwiftUI, UIKit, Foundation, and Combine via offline search of 300,000+ documentation pages.

mihaelamj/cupertino
18d ago
6140
@runpod

Flash Framework Explorer Skill

runpod/flash
18d ago
390
@DeusData

codebase-memory-exploring

This skill should be used when the user asks to "explore the codebase", "understand the architecture", "what functions exist", "show me the structure", "how is the code organized", "find functions matching", "search for classes", "list all routes", "show API endpoints", or needs codebase orientation.

DeusData/codebase-memory-mcp+3 more
18d ago
7730
@udecode

ce-brainstorm

Explore requirements and approaches through collaborative dialogue before planning implementation

udecode/plate-template+6 more
18d ago
570
@kakashi-ventures

domain-physics-math

Domain knowledge for physics and mathematics hypothesis generation. Auto-loaded when exploring mathematical structures, physical analogies, topology, symmetry, quantum mechanics, or formal connections.

kakashi-ventures/magellan-cli+3 more
18d ago
120
@weaviate

weaviate

Search, query, and manage Weaviate vector database collections. Use for semantic search, hybrid search, keyword search, natural language queries with AI-generated answers, collection management, data exploration, filtered fetching, data imports from PDF/CSV/JSON/JSONL files, create example data and collection creation.

weaviate/agent-skills+1 more
19d ago
650
@sumup
MCP

SumUp MCP Server

Tools to explore SumUp accounts, payments, customers, and payouts.

mcpgithub
sumup/sumup-agent-toolkit
19d ago
0