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Nach gemessenem Wachstum und quellenübergreifend normalisiert sortiert.
Wie diese Rangfolge berechnet wird
The descriptive index uses stored creation age, acquisition velocity, and measurable acceleration.
Werkzeug-Rangliste
Nach gemessenem Wachstum und quellenübergreifend normalisiert sortiert. Rohwerte behalten ihr eigenes Zeitfenster; eine Änderung erfordert mindestens zwei Messungen in 7 Tagen.
- 1Aktiv
Bridge a live Chrome browser to your agent: 150 tools for capture, extraction, and observation.
mcpgemessenes WachstumMeasured age: 29 days0 GitHub-Sterne per day over 6 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 23.7/100Quelle öffnen ↗Installieren
claude mcp add crawlio-browser -- npx crawlio-browser6GitHub-Sternestabil - 2Aktiv
TacticalRMM
MCPRead your TacticalRMM fleet; run commands only after per-command human approval.
mcpgemessenes WachstumMeasured age: 21 days0.17 GitHub-Sterne per day over 6 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 26.9/100Quelle öffnen ↗Installieren
claude mcp add trmm-mcp -- uvx trmm-mcp2GitHub-Sterne+1 (+100.0 %) - 3Aktiv
Live layered dependency map for bottom-up development, drawn by the agent in a terminal pane.
mcpgemessenes WachstumMeasured age: 22 days0 GitHub-Sterne per day over 6 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 26.4/100Quelle öffnen ↗Installieren
claude mcp add mellos-mapping -- npx mellos-mapping7GitHub-Sternestabil - 4Aktiv
komnet
MCPLets AI coding agents coordinate asynchronously through a private git repository. No server.
mcpgemessenes WachstumMeasured age: 23 days0 GitHub-Sterne per day over 6 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 26.1/100Quelle öffnen ↗Installieren
claude mcp add komnet -- npx komnet7GitHub-Sternestabil - 5Aktiv
MCP server that drives the real Chrome you already use, through an extension and CDP.
mcpgemessenes WachstumMeasured age: 23 days0 GitHub-Sterne per day over 6 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 26.1/100Quelle öffnen ↗Installieren
claude mcp add browsertap-mcp -- uvx browsertap-mcp2GitHub-Sternestabil - 6Aktiv
Administer a Zigbee2MQTT estate: health, mesh diagnostics, OTA, pairing, device management.
mcpgemessenes WachstumMeasured age: 28 days0 GitHub-Sterne per day over 6 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 24.1/100Quelle öffnen ↗Installieren
claude mcp add zigbee2mqtt-mcp -- npx zigbee2mqtt-mcp29GitHub-Sternestabil - 7Aktiv
Your real mailbox and calendar for your agent (M365/IMAP); a human approves every send.
mcpgemessenes WachstumMeasured age: 22 days0 GitHub-Sterne per day over 6 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 26.4/100Quelle öffnen ↗Installieren
claude mcp add gigamail -- uvx gigamail2GitHub-Sternestabil - 8Aktiv
Cited Q&A over your own notes, plus drift detection when a cited source changes. Local-first CLI.
mcpgemessenes WachstumMeasured age: 29 days0 GitHub-Sterne per day over 6 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 23.7/100Quelle öffnen ↗Installieren
claude mcp add chamber -- npx @bu7umaid/chamber3GitHub-Sternestabil - 9Aktiv
上海图书馆开放数据检索 MCP：纪年/家谱/建筑/红色事件/99 个 webapi + 搜韵诗词，支持 stdio 与 HTTP。
mcpgemessenes WachstumMeasured age: 27 days0 GitHub-Sterne per day over 6 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 24.5/100Quelle öffnen ↗Installieren
claude mcp add shanghai-library-open-data-mcp -- uvx shanghai-library-open-data-mcp4GitHub-Sternestabil - 10Aktiv
MCP server for TheBrain 15: search by meaning, graph traversal and batch writes over the local API
mcpgemessenes WachstumMeasured age: 23 days0 GitHub-Sterne per day over 6 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 26.1/100Quelle öffnen ↗Installieren
claude mcp add thebrain -- npx thebrain-mcp-server5GitHub-Sternestabil - 11Aktiv
PlaceRoot
MCPGrounds AI agents in Overture Maps open data — compact answers, no API key.
mcpgemessenes WachstumMeasured age: 29 days0 GitHub-Sterne per day over 6 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 23.7/100Quelle öffnen ↗Installieren
claude mcp add placeroot -- uvx placeroot2GitHub-Sternestabil - 12Aktiv
Photoshop MCP server: natural-language AI photo editing with your own Photoshop. AI orchestration.
mcpgemessenes WachstumMeasured age: 29 days0 GitHub-Sterne per day over 6 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 23.7/100Quelle öffnen ↗Installieren
claude mcp add editmamei -- npx editmamei2GitHub-Sternestabil - 13Aktiv
Give an AI agent a Solana spending allowance instead of your key. Chain-enforced cap, x402.
mcpgemessenes WachstumMeasured age: 15 days0 GitHub-Sterne per day over 6 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 29.2/100Quelle öffnen ↗Installieren
claude mcp add onchain-agent-wallets -- npx @three-ws/onchain-agent-wallets4GitHub-Sternestabil - 14Aktiv
RepoRelay
MCPBounded local MCP access to one approved repository for AI read/search and structured handoffs.
mcpgemessenes WachstumMeasured age: 18 days0 GitHub-Sterne per day over 6 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 28/100Quelle öffnen ↗Installieren
claude mcp add reporelay -- npx reporelay-mcp24GitHub-Sternestabil - 15Aktiv
Local-first version control for AI work. Savepoint and resume your project state across chats.
mcpgemessenes WachstumMeasured age: 21 days0.17 GitHub-Sterne per day over 6 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 26.9/100Quelle öffnen ↗Installieren
claude mcp add stateark -- npx stateark2GitHub-Sterne+1 (+100.0 %) - 16Aktiv
Phone numbers for AI agents: order a private number, read the SMS verification code, hand it back.
mcpgemessenes WachstumMeasured age: 28 days0 GitHub-Sterne per day over 6 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 24.1/100Quelle öffnen ↗Installieren
claude mcp add mcp-server -- npx sv-number-mcp560GitHub-Sternestabil - 17Aktiv
File-oriented MCP server for KiCad schematics, PCB placement, routing, and pours.
mcpgemessenes WachstumMeasured age: 29 days0 GitHub-Sterne per day over 6 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 23.7/100Quelle öffnen ↗Installieren
claude mcp add kicad-copilot -- npx kicad-copilot-mcp4GitHub-Sternestabil - 18Aktiv
MCP server for the Pexels API: search & fetch stock photos, videos, and collections.
mcpgemessenes WachstumMeasured age: 24 days0 GitHub-Sterne per day over 6 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 25.7/100Quelle öffnen ↗Installieren
claude mcp add pexels-mcp-server -- npx @hanoak/pexels-mcp-server2GitHub-Sternestabil - 19Aktiv
Pull Hilan (Hilanet / חילן, חילנט) payslips and Form 106 into any AI assistant.
mcpgemessenes WachstumMeasured age: 29 days0 GitHub-Sterne per day over 6 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 23.7/100Quelle öffnen ↗Installieren
claude mcp add hilan-mcp -- npx hilan-mcp6GitHub-Sternestabil - 20Aktiv
GridProof
MCPGridproof your UI — automated spacing & grid QA in the agent loop (MCP server).
mcpgemessenes WachstumMeasured age: 22 days0 GitHub-Sterne per day over 6 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 26.4/100Quelle öffnen ↗Installieren
claude mcp add gridproof -- npx gridproof2GitHub-Sternestabil - 21Aktiv
mcp-audit
MCPTransparent audit proxy for MCP servers: logs every tool call, flags poisoning and rug pulls.
mcpgemessenes WachstumMeasured age: 22 days0 GitHub-Sterne per day over 6 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 26.4/100Quelle öffnen ↗Installieren
claude mcp add mcp-audit-proxy -- npx mcp-audit-proxy2GitHub-Sternestabil - 22Aktiv
Browser MCP: the app under test egresses via the real ISP while the agent stays on the VPN.
mcpgemessenes WachstumMeasured age: 29 days0 GitHub-Sterne per day over 6 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 23.7/100Quelle öffnen ↗Installieren
claude mcp add lan-direct -- npx lan-direct3GitHub-Sternestabil - 23Aktiv
Named Docker and Fly Machine sandbox computers with an interactive MCP App dashboard.
mcpgemessenes WachstumMeasured age: 24 days0 GitHub-Sterne per day over 6 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 25.7/100Quelle öffnen ↗Installieren
claude mcp add mcp-sandbox-computer-vm-for-ai -- uvx mcp-sandbox-computer-vm-for-ai3GitHub-Sternestabil - 24Aktiv
Strips layout noise via DOM AST; with a query, BM25 filters to relevant sections. No model or API.
mcpgemessenes WachstumMeasured age: 29 days0 GitHub-Sterne per day over 6 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 23.7/100Quelle öffnen ↗Installieren
claude mcp add dompruner-mcp -- npx dompruner-mcp2GitHub-Sternestabil - 25Aufgegeben
Local-first MCP memory server for coding agents. No API key, no cloud. SQLite + FTS5 + sqlite-vec.
mcpgemessenes WachstumMeasured age: 24 days0 GitHub-Sterne per day over 6 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 25.7/100Quelle öffnen ↗Installieren
claude mcp add tdai-memory-mcp -- npx tdai-memory-mcp4GitHub-Sternestabil