MCP-Server

wondel-skills-mcp

io.github.mjaskolski/wondel-skills-mcp
KI & Agenten Öffentlich und erreichbar MCP 2025-11-25

Was dieses MCP kann

Recommends and loads structured book-based skills and guided workflows for completing agent tasks.

get_journey
Get a guided journey
One guided journey as a phase plan: the ordered skills, the decision question each phase answers, the docs/ file it writes, and which phases are go/no-go gates. Pass slug for a known journey, or goal to have one picked.
Nur Lesen Idempotent
Eingabeschema
{'type': 'object', '$schema': 'https://json-schema.org/draft/2020-12/schema', 'required': ['context'], 'properties': {'goal': {'type': 'string', 'description': 'What you are trying to achieve, if you do not know which journey fits'}, 'slug': {'type': 'string', 'description': 'Journey slug, e.g. "grow-website"'}, 'context': {'type': 'string', 'description': "Why are you calling this tool? One line on the user's actual task, in their words â\x80\x94 not a restatement of the tool name."}}}
Ausgabeschema
{'type': 'object', '$schema': 'https://json-schema.org/draft/2020-12/schema', 'required': ['slug', 'name', 'tagline', 'definition', 'phases', 'artifacts', 'useWhen', 'notFor', 'install', 'canonical', 'next'], 'properties': {'name': {'type': 'string'}, 'next': {'type': 'string'}, 'slug': {'type': 'string'}, 'notFor': {'type': 'array', 'items': {'type': 'string'}}, 'phases': {'type': 'array', 'items': {'type': 'object', 'required': ['n', 'skillSlug', 'skillName', 'question', 'artifact', 'gate'], 'properties': {'n': {'type': 'number'}, 'gate': {'type': 'boolean'}, 'artifact': {'type': 'string'}, 'question': {'type': 'string'}, 'skillName': {'type': 'string'}, 'skillSlug': {'type': 'string'}}, 'additionalProperties': False}}, 'install': {'type': 'string'}, 'tagline': {'type': 'string'}, 'useWhen': {'type': 'array', 'items': {'type': 'string'}}, 'artifacts': {'type': 'array', 'items': {'type': 'string'}}, 'canonical': {'type': 'string'}, 'definition': {'type': 'string'}}, 'additionalProperties': False}
get_skill
Get skill metadata
Metadata for one skill or journey: its definition, when to use it, when not to, and related slugs. Deliberately cheap (~300 tokens) so you can check a candidate before committing context to it. Pass sections to widen, or sections:["all"] for the whole page. This does not return the skill instructions — load_skill does.
Nur Lesen Idempotent
Eingabeschema
{'type': 'object', '$schema': 'https://json-schema.org/draft/2020-12/schema', 'required': ['slug', 'context'], 'properties': {'slug': {'type': 'string', 'description': 'Skill or journey slug, e.g. "refactoring-ui" or "create-business"'}, 'context': {'type': 'string', 'description': "Why are you calling this tool? One line on the user's actual task, in their words â\x80\x94 not a restatement of the tool name."}, 'sections': {'type': 'array', 'items': {'enum': ['definition', 'use_when', 'not_for', 'key_concepts', 'prompts', 'faqs', 'book', 'related', 'phases', 'all'], 'type': 'string'}, 'description': 'Which parts to return. Default: definition, use_when, not_for, related. "all" returns the full page.'}}}
Ausgabeschema
{'type': 'object', '$schema': 'https://json-schema.org/draft/2020-12/schema', 'required': ['slug', 'kind', 'name', 'category', 'oneLiner', 'updated', 'canonical', 'source', 'install', 'next'], 'properties': {'book': {'type': 'object', 'required': ['title', 'author'], 'properties': {'url': {'type': 'string'}, 'title': {'type': 'string'}, 'author': {'type': 'string'}}, 'additionalProperties': False}, 'faqs': {'type': 'array', 'items': {'type': 'object', 'required': ['question', 'answer'], 'properties': {'answer': {'type': 'string'}, 'question': {'type': 'string'}}, 'additionalProperties': False}}, 'kind': {'enum': ['skill', 'journey'], 'type': 'string'}, 'name': {'type': 'string'}, 'next': {'type': 'string'}, 'slug': {'type': 'string'}, 'notFor': {'type': 'array', 'items': {'type': 'string'}}, 'phases': {'type': 'array', 'items': {'type': 'object', 'required': ['n', 'skillSlug', 'question', 'artifact', 'gate'], 'properties': {'n': {'type': 'number'}, 'gate': {'type': 'boolean'}, 'artifact': {'type': 'string'}, 'question': {'type': 'string'}, 'skillSlug': {'type': 'string'}}, 'additionalProperties': False}}, 'source': {'type': 'string'}, 'install': {'type': 'string'}, 'related': {'type': 'array', 'items': {'type': 'string'}}, 'updated': {'type': 'string'}, 'useWhen': {'type': 'array', 'items': {'type': 'string'}}, 'category': {'type': 'string'}, 'oneLiner': {'type': 'string'}, 'canonical': {'type': 'string'}, 'definition': {'type': 'string'}, 'keyConcepts': {'type': 'array', 'items': {'type': 'object', 'required': ['title', 'description'], 'properties': {'title': {'type': 'string'}, 'description': {'type': 'string'}}, 'additionalProperties': False}}, 'examplePrompts': {'type': 'array', 'items': {'type': 'string'}}}, 'additionalProperties': False}
load_skill
Load skill instructions
The skill's actual instructions — the upstream SKILL.md, ready to follow in this session with nothing installed. The response also lists the skill's reference files with their token cost, so you can pull deeper material on demand by calling again with part set to a filename.
Nur Lesen Idempotent
Eingabeschema
{'type': 'object', '$schema': 'https://json-schema.org/draft/2020-12/schema', 'required': ['slug', 'context'], 'properties': {'part': {'type': 'string', 'description': '"core" (default) for SKILL.md, or a reference filename from a previous response'}, 'slug': {'type': 'string', 'description': 'Skill or journey slug'}, 'context': {'type': 'string', 'description': "Why are you calling this tool? One line on the user's actual task, in their words â\x80\x94 not a restatement of the tool name."}}}
recommend_skills
Recommend skills for a task
Route a task to the right skills. Describe the job in your own words and this returns which skills to load first, which to skip whenever a skill's own "not for" line rules it out for this task — quoted verbatim — and a guided journey when the task spans a whole project rather than one step. This is the tool to reach for first.
Nur Lesen Idempotent
Eingabeschema
{'type': 'object', '$schema': 'https://json-schema.org/draft/2020-12/schema', 'required': ['task', 'context'], 'properties': {'max': {'type': 'integer', 'maximum': 6, 'minimum': 1, 'description': 'How many skills to return (default 3)'}, 'task': {'type': 'string', 'minLength': 4, 'description': 'The job to be done, in your own words â\x80\x94 a full sentence beats a keyword'}, 'phase': {'enum': ['audit', 'build', 'launch'], 'type': 'string', 'description': 'Where in the work you are'}, 'stack': {'type': 'string', 'description': 'Language, framework or platform, if it narrows the answer'}, 'context': {'type': 'string', 'description': "Why are you calling this tool? One line on the user's actual task, in their words â\x80\x94 not a restatement of the tool name."}}}
Ausgabeschema
{'type': 'object', '$schema': 'https://json-schema.org/draft/2020-12/schema', 'required': ['task', 'loadFirst', 'then', 'avoid', 'next'], 'properties': {'next': {'type': 'string'}, 'task': {'type': 'string'}, 'then': {'type': 'array', 'items': {'type': 'object', 'required': ['slug', 'name', 'why'], 'properties': {'why': {'type': 'string'}, 'name': {'type': 'string'}, 'slug': {'type': 'string'}}, 'additionalProperties': False}}, 'avoid': {'type': 'array', 'items': {'type': 'object', 'required': ['slug', 'name', 'reason'], 'properties': {'name': {'type': 'string'}, 'slug': {'type': 'string'}, 'reason': {'type': 'string'}}, 'additionalProperties': False}}, 'journey': {'type': 'object', 'required': ['slug', 'name', 'why', 'phases'], 'properties': {'why': {'type': 'string'}, 'name': {'type': 'string'}, 'slug': {'type': 'string'}, 'phases': {'type': 'number'}}, 'additionalProperties': False}, 'loadFirst': {'type': 'array', 'items': {'type': 'object', 'required': ['slug', 'name', 'why'], 'properties': {'why': {'type': 'string'}, 'name': {'type': 'string'}, 'slug': {'type': 'string'}}, 'additionalProperties': False}}}, 'additionalProperties': False}
search_skills
Search skills
Search 51 book-based agent skills and 14 guided journeys by keyword or phrase. Each skill is matched against its own trigger text, so plain task language works ("my UI looks amateur", "pricing", "dark mode"). Returns compact hits, each quoting the line that matched. Use recommend_skills instead when you have a task rather than a keyword.
Nur Lesen Idempotent
Eingabeschema
{'type': 'object', '$schema': 'https://json-schema.org/draft/2020-12/schema', 'required': ['query', 'context'], 'properties': {'kind': {'enum': ['skill', 'journey', 'all'], 'type': 'string', 'description': 'Restrict to single skills or guided journeys'}, 'limit': {'type': 'integer', 'maximum': 20, 'minimum': 1, 'description': 'Maximum hits (default 8)'}, 'query': {'type': 'string', 'minLength': 2, 'description': 'Keyword, phrase, slug or plain description of the problem'}, 'context': {'type': 'string', 'description': "Why are you calling this tool? One line on the user's actual task, in their words â\x80\x94 not a restatement of the tool name."}, 'category': {'enum': ['design', 'marketing', 'sales', 'product', 'strategy', 'team', 'code', 'architecture'], 'type': 'string', 'description': 'Restrict to one domain'}}}
Ausgabeschema
{'type': 'object', '$schema': 'https://json-schema.org/draft/2020-12/schema', 'required': ['query', 'total', 'results', 'next'], 'properties': {'next': {'type': 'string'}, 'query': {'type': 'string'}, 'total': {'type': 'number'}, 'results': {'type': 'array', 'items': {'type': 'object', 'required': ['slug', 'kind', 'name', 'oneLiner', 'category', 'whyMatch', 'updated', 'canonical', 'install'], 'properties': {'kind': {'enum': ['skill', 'journey'], 'type': 'string'}, 'name': {'type': 'string'}, 'slug': {'type': 'string'}, 'install': {'type': 'string'}, 'updated': {'type': 'string'}, 'category': {'type': 'string'}, 'oneLiner': {'type': 'string'}, 'whyMatch': {'type': 'string'}, 'canonical': {'type': 'string'}}, 'additionalProperties': False}}}, 'additionalProperties': False}
Hinzugefügt
get_journey
17. September 2026 12:45
Hinzugefügt
load_skill
17. September 2026 12:45
Hinzugefügt
get_skill
17. September 2026 12:45
Hinzugefügt
recommend_skills
17. September 2026 12:45
Hinzugefügt
search_skills
17. September 2026 12:45

Andreax

io.github.moralito311-andr/andreax

Offers pay-per-call AI services for inference, agent and workflow design, OCR and transcription, code generation and review, clas…

GPT55 Model Gateway

xyz.558686.gpt55/token-gateway

Acts as a remote model gateway exposing GPT chat, coding and review services, lightweight text utilities, and prepaid or x402-bas…

GoCreative Agent API

io.github.ColinHughes2121/gocreative-agent-api

Offers pay-per-call LLM completions and data services for company intelligence, KYB, sanctions screening, threat intelligence, co…

IA-QA — 130+ QA & Dev Tools for AI Agents

io.github.JcJamet/ia-qa-toolbox

Provides deterministic QA, evaluation, testing, code analysis, prompt and RAG checks, model comparison, and web security diagnost…

Speedbot Autonomous Work Network

io.github.ulasarslan6262-ui/speedbot

Supports asynchronous collaboration, discovery, messaging, referrals, and optional USDC-based scenarios among AI agents.

H/M Blindspot Challenge Platform

net.hogarmas/blindspot

Audits public AI agent surfaces and supports AI-authored creative projects, model challenges, short videos, live channels, and co…

NOT FOR HUMANS

io.github.notforhumansfun-rgb/not-for-humans

Provides NFT ownership and marketplace status, wallet-based agent identity and claims, public agent learning records, and multipl…

Agent^Rider

io.github.ceedot-rock/agent-rider

Provides agent identity, reputation, task escrow and credit workflows, agent messaging, following, posts, predictions, and experi…