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Ranked by known GitHub stars, highest first; archived repositories come after maintained repositories.
Wie diese Rangfolge berechnet wird
The descriptive index uses stored creation age, acquisition velocity, and measurable acceleration.
Werkzeug-Rangliste
Ranked by known GitHub stars, highest first; archived repositories come after maintained repositories. Rohwerte behalten ihr eigenes Zeitfenster; eine Änderung erfordert mindestens zwei Messungen in 7 Tagen.
- 1Aktiv
agnara
SonstigeAgnara is a Python 3.14-native capability framework for building modern services for humans, apps and AI agents. Define business capabilities once and expose them through HTTP, MCP, A2A, events and tasks. Protocol-neutral, agent-first,…
githubgeschätztes MomentumMeasured age: 2 days1.5 GitHub-Sterne per day over 2 days
Acceleration cannot be measured yet: three snapshots are required.
Descriptive emergence index : 38.9/100Quelle öffnen ↗3GitHub-Sterne— - 2Aktiv
mbb-deck
SkillMBB 咨询风汇报 Deck 生成技能：Claude Code 原生 + 跨平台部署（OpenAI / WorkBuddy 等）
githubgemessenes WachstumMeasured age: 6 days0 GitHub-Sterne per day over 4 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 32.7/100Quelle öffnen ↗Installieren
git clone https://github.com/Gnomeshgh0714/mbb-deck ~/.claude/skills/mbb-deck2GitHub-Sternestabil - 3Aktiv
no-bs-skills
SkillAgent skills for pragmatic programmers.
githubgemessenes WachstumMeasured age: 4 days0 GitHub-Sterne per day over 3 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 33.4/100Quelle öffnen ↗Installieren
/plugin marketplace add MK27MK/no-bs-skills2GitHub-Sternestabil - 4Aktiv
stele
SkillClaude Code hit its limit? Finish the same task in Codex. Stele keeps write-ahead task state — so any agent/harness can resumes cold from rate limit / crash, with nothing re-explained.
githubgeschätztes MomentumMeasured age: 2 days1 GitHub-Sterne per day over 2 days
Acceleration cannot be measured yet: three snapshots are required.
Descriptive emergence index : 38.6/100Quelle öffnen ↗Installieren
git clone https://github.com/johnwangwyx/stele ~/.claude/skills/stele2GitHub-Sterne— - 5Aktiv
Web scraping & search for AI agents: extract, SearXNG search, rerank, robots compliance. No API key.
mcpgeschätztes MomentumMeasured age: 3 days0.67 GitHub-Sterne per day over 3 days
Acceleration cannot be measured yet: three snapshots are required.
Descriptive emergence index : 38/100Quelle öffnen ↗Installieren
claude mcp add CrawlEyes -- uvx crawleyes2GitHub-Sterne— - 6Aktiv
artful-simplicity
Skillelevates code, tests, and prose to artful simplicity.
githubgeschätztes MomentumMeasured age: 6 days0.33 GitHub-Sterne per day over 6 days
Acceleration cannot be measured yet: three snapshots are required.
Descriptive emergence index : 36.5/100Quelle öffnen ↗Installieren
/plugin marketplace add transparent-pegasus/artful-simplicity2GitHub-Sterne— - 7Aktiv
Generate AI images, video, music, and sound effects, and upscale them, from any MCP client.
mcpgemessenes WachstumMeasured age: 6 days0 GitHub-Sterne per day over 5 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 32.7/100Quelle öffnen ↗Remote-Server, in der MCP-Konfiguration anzugeben
https://mcp.budgetpixel.com/mcp1GitHub-Sternestabil - 8Aktiv
Five AI agents on five different frameworks (LangGraph, Google ADK, CrewAI, LlamaIndex, Pydantic AI) cooperating over the A2A protocol, with one shared MCP server. A corporate travel desk that negotiates, escalates to a human, and books.
githubgemessenes WachstumMeasured age: 6 days0.2 GitHub-Sterne per day over 5 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 32.8/100Quelle öffnen ↗1GitHub-Sterne+1 - 9Aktiv
babelagent
AgentThe Babel that lets AI agents understand each other: a neutral layer where heterogeneous agents share one interface, collaborate (A2A), and are graded at each hop.
githubgemessenes WachstumMeasured age: 6 days0 GitHub-Sterne per day over 5 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 32.7/100Quelle öffnen ↗1GitHub-Sternestabil - 10Aktiv
GEO-platform
AgentGEO 生成式引擎优化平台：品牌 GEO 诊断 + 多模态诊断 + 竞品逆向研究。FastAPI + Vue3 + LangGraph。A2A/MCP 就绪。
githubgemessenes WachstumMeasured age: 6 days0 GitHub-Sterne per day over 5 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 32.7/100Quelle öffnen ↗1GitHub-Sternestabil - 11Aktiv
a2a-core-defense
AgentDefense shield for the Agent2Agent (A2A) protocol: SSRF-guarded push webhooks, per-operation capability tokens, signed Agent Card verification and covert-collusion detection. AGPL-3.0.
githubgemessenes WachstumMeasured age: 6 days0 GitHub-Sterne per day over 5 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 32.7/100Quelle öffnen ↗1GitHub-Sternestabil - 12Aktiv
slide-drawer-skill
SkillTurn your writing into a 16:9 HTML slide deck, exported to PDF or PPTX. Turn an existing PDF or PPTX deck back into editable HTML. Works with Claude Code, Cursor, Codex CLI, Gemini CLI & more. MIT.
githubgemessenes WachstumMeasured age: 6 days0 GitHub-Sterne per day over 5 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 32.7/100Quelle öffnen ↗Installieren
git clone https://github.com/HiMyNameIsDavidKim/slide-drawer-skill ~/.claude/skills/slide-drawer-skill1GitHub-Sternestabil - 13Aktiv
ViewDoctor
MCPLocal SwiftUI changed/staged checks with compact agent output and multi-module ownership.
mcpgemessenes WachstumMeasured age: 5 days0 GitHub-Sterne per day over 4 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 33.1/100Quelle öffnen ↗1GitHub-Sternestabil - 14Aktiv
AgentID
Agent🪪 Open did:agent identity protocol for AI agents — unique decentralized IDs, Ed25519 keys, and portable DID documents for A2A & MCP.
githubgemessenes WachstumMeasured age: 6 days0 GitHub-Sterne per day over 4 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 32.7/100Quelle öffnen ↗1GitHub-Sternestabil - 15Aktiv
Norwegian public data: companies, statistics, exchange rates, addresses, property. Zero API keys.
mcpgemessenes WachstumMeasured age: 6 days0 GitHub-Sterne per day over 4 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 32.7/100Quelle öffnen ↗Installieren
claude mcp add norwegian-data-mcp -- uvx norwegian-data-mcp1GitHub-Sternestabil - 16Aktiv
mcpify
MCPFocused, production-ready CLI: turn any OpenAPI REST API into an MCP server.
mcpgemessenes WachstumMeasured age: 5 days0 GitHub-Sterne per day over 4 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 33.1/100Quelle öffnen ↗Installieren
claude mcp add mcpify -- uvx mcpify-openapi1GitHub-Sternestabil - 17Aktiv
AgentLedger
Agent📒 Append-only reputation ledger for AI agents — record events, compute transparent trust scores, and audit agent behavior over time.
githubgemessenes WachstumMeasured age: 6 days0 GitHub-Sterne per day over 4 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 32.7/100Quelle öffnen ↗1GitHub-Sternestabil - 18Aktiv
attenu-guard-ts
AgentAttenu Guard for TypeScript — per-agent permissions on every tool call and sub-agent handoff (a sub-agent never holds more than its parent) with a hash-chained audit log verified offline; same bundle format as the Python library.
githubgemessenes WachstumMeasured age: 6 days0.25 GitHub-Sterne per day over 4 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 32.8/100Quelle öffnen ↗1GitHub-Sterne+1 - 19Aktiv
claude-memory-loop
SkillClaude forgets everything between sessions. This skill installs the fix: a memory loop for Claude Code — one small BRIEF.md every session reads first, fed by a battle-tested capture discipline.
githubgemessenes WachstumMeasured age: 5 days0 GitHub-Sterne per day over 4 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 33.1/100Quelle öffnen ↗Installieren
/plugin marketplace add Elliotoh-jin/claude-memory-loop1GitHub-Sternestabil - 20Aktiv
Detect the tech stack behind any website: CMS, ecommerce, analytics, CRM, payments, hosting.
mcpgemessenes WachstumMeasured age: 6 days0 GitHub-Sterne per day over 4 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 32.7/100Quelle öffnen ↗Installieren
claude mcp add forency -- npx forency-mcp1GitHub-Sternestabil - 21Aktiv
skeptic
SkillToken-efficient anomaly detection and assumption verification skill for AI coding agents.
githubgemessenes WachstumMeasured age: 5 days0 GitHub-Sterne per day over 4 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 33.1/100Quelle öffnen ↗Installieren
git clone https://github.com/IyedNasra/skeptic ~/.claude/skills/skeptic1GitHub-Sternestabil - 22Aktiv
AgentCert
Agent✅ W3C Verifiable Credentials for AI agents — issue, verify, and grade trust certificates (basic / professional / authority).
githubgemessenes WachstumMeasured age: 6 days0 GitHub-Sterne per day over 4 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 32.7/100Quelle öffnen ↗1GitHub-Sternestabil - 23Aktiv
distil
MCPContext optimization for LLM agents: tool registry, result masking, budgeting, compaction.
mcpgemessenes WachstumMeasured age: 5 days0 GitHub-Sterne per day over 4 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 33.1/100Quelle öffnen ↗Installieren
claude mcp add distil -- npx @munhq/distil1GitHub-Sternestabil - 24Aktiv
clearmode
SkillAn anti-AI-slop writing standard and checker for AI-drafted text. Scores any document 0-100 against 43 rules on four axes: plain words, human voice, structure, information density. One JSON rule pack compiles to 18 targets - Claude Code…
githubgemessenes WachstumMeasured age: 5 days0 GitHub-Sterne per day over 4 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 33.1/100Quelle öffnen ↗Installieren
git clone https://github.com/eugeniughelbur/clearmode ~/.claude/skills/clearmode1GitHub-Sternestabil
Lern- und Referenzressourcen
Ranked by known GitHub stars, highest first; archived repositories come after maintained repositories. Diese Ressourcen bleiben getrennt zugänglich und fließen nicht in die Hauptwertung ein.
- 1AktivQuelle öffnen ↗
Curated Agentic AI resources: AI agent frameworks, tutorials, courses, projects, MCP tools, research papers, evaluation, security, and production guides.
githubRessourcegemessenes Wachstum2GitHub-Sternestabil