Recently created tools — less than 30 days
This view contains entries created less than 30 days ago. Choose momentum, normalized popularity, or creation date below.
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Ranked by measured growth, normalized across sources.
How this ranking is computed
When shown on an entry, the descriptive index combines creation age (35%), acquisition velocity (55%), and acceleration (10%) when three snapshots make it measurable. Weights are renormalized when acceleration is unavailable. It summarizes stored observations and does not replace the selected ordering.
Tool ranking
Ranked by measured growth, normalized across sources. Raw values keep their source-specific window, shown under each tool; a change requires at least two snapshots from the last 7 days.
- 1Active
Bridge a live Chrome browser to your agent: 150 tools for capture, extraction, and observation.
mcpmeasured growthMeasured age: 29 days0 GitHub stars per day over 6 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 23.7/100Open source ↗Install
claude mcp add crawlio-browser -- npx crawlio-browser6GitHub starsstable - 2Active
TacticalRMM
MCPRead your TacticalRMM fleet; run commands only after per-command human approval.
mcpmeasured growthMeasured age: 21 days0.17 GitHub stars per day over 6 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 26.9/100Open source ↗Install
claude mcp add trmm-mcp -- uvx trmm-mcp2GitHub stars+1 (+100.0 %) - 3Active
Live layered dependency map for bottom-up development, drawn by the agent in a terminal pane.
mcpmeasured growthMeasured age: 23 days0 GitHub stars per day over 6 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 26.1/100Open source ↗Install
claude mcp add mellos-mapping -- npx mellos-mapping7GitHub starsstable - 4Active
komnet
MCPLets AI coding agents coordinate asynchronously through a private git repository. No server.
mcpmeasured growthMeasured age: 23 days0 GitHub stars per day over 6 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 26.1/100Open source ↗Install
claude mcp add komnet -- npx komnet7GitHub starsstable - 5Active
MCP server that drives the real Chrome you already use, through an extension and CDP.
mcpmeasured growthMeasured age: 23 days0 GitHub stars per day over 6 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 26.1/100Open source ↗Install
claude mcp add browsertap-mcp -- uvx browsertap-mcp2GitHub starsstable - 6Active
Administer a Zigbee2MQTT estate: health, mesh diagnostics, OTA, pairing, device management.
mcpmeasured growthMeasured age: 28 days0 GitHub stars per day over 6 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 24.1/100Open source ↗Install
claude mcp add zigbee2mqtt-mcp -- npx zigbee2mqtt-mcp29GitHub starsstable - 7Active
Your real mailbox and calendar for your agent (M365/IMAP); a human approves every send.
mcpmeasured growthMeasured age: 22 days0 GitHub stars per day over 6 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 26.4/100Open source ↗Install
claude mcp add gigamail -- uvx gigamail2GitHub starsstable - 8Active
Cited Q&A over your own notes, plus drift detection when a cited source changes. Local-first CLI.
mcpmeasured growthMeasured age: 29 days0 GitHub stars per day over 6 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 23.7/100Open source ↗Install
claude mcp add chamber -- npx @bu7umaid/chamber3GitHub starsstable - 9Active
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。
mcpmeasured growthMeasured age: 27 days0 GitHub stars per day over 6 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 24.5/100Open source ↗Install
claude mcp add shanghai-library-open-data-mcp -- uvx shanghai-library-open-data-mcp4GitHub starsstable - 10Active
MCP server for TheBrain 15: search by meaning, graph traversal and batch writes over the local API
mcpmeasured growthMeasured age: 23 days0 GitHub stars per day over 6 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 26.1/100Open source ↗Install
claude mcp add thebrain -- npx thebrain-mcp-server5GitHub starsstable - 11Active
PlaceRoot
MCPGrounds AI agents in Overture Maps open data — compact answers, no API key.
mcpmeasured growthMeasured age: 29 days0 GitHub stars per day over 6 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 23.7/100Open source ↗Install
claude mcp add placeroot -- uvx placeroot2GitHub starsstable - 12Active
Photoshop MCP server: natural-language AI photo editing with your own Photoshop. AI orchestration.
mcpmeasured growthMeasured age: 29 days0 GitHub stars per day over 6 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 23.7/100Open source ↗Install
claude mcp add editmamei -- npx editmamei2GitHub starsstable - 13Active
Give an AI agent a Solana spending allowance instead of your key. Chain-enforced cap, x402.
mcpmeasured growthMeasured age: 15 days0 GitHub stars per day over 6 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 29.2/100Open source ↗Install
claude mcp add onchain-agent-wallets -- npx @three-ws/onchain-agent-wallets4GitHub starsstable - 14Active
RepoRelay
MCPBounded local MCP access to one approved repository for AI read/search and structured handoffs.
mcpmeasured growthMeasured age: 18 days0 GitHub stars per day over 6 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 28/100Open source ↗Install
claude mcp add reporelay -- npx reporelay-mcp24GitHub starsstable - 15Active
Local-first version control for AI work. Savepoint and resume your project state across chats.
mcpmeasured growthMeasured age: 21 days0.17 GitHub stars per day over 6 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 26.9/100Open source ↗Install
claude mcp add stateark -- npx stateark2GitHub stars+1 (+100.0 %) - 16Active
Phone numbers for AI agents: order a private number, read the SMS verification code, hand it back.
mcpmeasured growthMeasured age: 28 days0 GitHub stars per day over 6 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 24.1/100Open source ↗Install
claude mcp add mcp-server -- npx sv-number-mcp560GitHub starsstable - 17Active
File-oriented MCP server for KiCad schematics, PCB placement, routing, and pours.
mcpmeasured growthMeasured age: 29 days0 GitHub stars per day over 6 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 23.7/100Open source ↗Install
claude mcp add kicad-copilot -- npx kicad-copilot-mcp4GitHub starsstable - 18Active
MCP server for the Pexels API: search & fetch stock photos, videos, and collections.
mcpmeasured growthMeasured age: 24 days0 GitHub stars per day over 6 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 25.7/100Open source ↗Install
claude mcp add pexels-mcp-server -- npx @hanoak/pexels-mcp-server2GitHub starsstable - 19Active
Pull Hilan (Hilanet / חילן, חילנט) payslips and Form 106 into any AI assistant.
mcpmeasured growthMeasured age: 29 days0 GitHub stars per day over 6 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 23.7/100Open source ↗Install
claude mcp add hilan-mcp -- npx hilan-mcp6GitHub starsstable - 20Active
GridProof
MCPGridproof your UI — automated spacing & grid QA in the agent loop (MCP server).
mcpmeasured growthMeasured age: 22 days0 GitHub stars per day over 6 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 26.4/100Open source ↗Install
claude mcp add gridproof -- npx gridproof2GitHub starsstable - 21Active
mcp-audit
MCPTransparent audit proxy for MCP servers: logs every tool call, flags poisoning and rug pulls.
mcpmeasured growthMeasured age: 22 days0 GitHub stars per day over 6 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 26.4/100Open source ↗Install
claude mcp add mcp-audit-proxy -- npx mcp-audit-proxy2GitHub starsstable - 22Active
Browser MCP: the app under test egresses via the real ISP while the agent stays on the VPN.
mcpmeasured growthMeasured age: 29 days0 GitHub stars per day over 6 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 23.7/100Open source ↗Install
claude mcp add lan-direct -- npx lan-direct3GitHub starsstable - 23Active
Strips layout noise via DOM AST; with a query, BM25 filters to relevant sections. No model or API.
mcpmeasured growthMeasured age: 29 days0 GitHub stars per day over 6 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 23.7/100Open source ↗Install
claude mcp add dompruner-mcp -- npx dompruner-mcp2GitHub starsstable - 24Active
Named Docker and Fly Machine sandbox computers with an interactive MCP App dashboard.
mcpmeasured growthMeasured age: 24 days0 GitHub stars per day over 6 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 25.7/100Open source ↗Install
claude mcp add mcp-sandbox-computer-vm-for-ai -- uvx mcp-sandbox-computer-vm-for-ai3GitHub starsstable - 25Abandoned
Local-first MCP memory server for coding agents. No API key, no cloud. SQLite + FTS5 + sqlite-vec.
mcpmeasured growthMeasured age: 24 days0 GitHub stars per day over 6 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 25.7/100Open source ↗Install
claude mcp add tdai-memory-mcp -- npx tdai-memory-mcp4GitHub starsstable