Agents, skills and MCP radar: tools and trends
Momentum based on available 7-day snapshots for Agents, skills and MCP: measured with two snapshots, estimated otherwise. Each value shows its own source window. This page reads stored snapshots only.
Radar filters
What’s changing
Of 20 comparable tools in Agents, skills et MCP, 3 are increasing, 15 are stable, and 2 are declining. OpenTrain has the largest measured increase: +1070 downloads over 7 days. The largest decline is for Respira WordPress MCP: -1178 downloads over 7 days. Measurements are unchanged for AWS MCP Server, AWS MCP Server, Amazon EKS MCP Server. These movements describe only changes in metrics collected over the period.
Measured period: 2026-09-04 to 2026-09-10
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
Local code graph for TypeScript, Python and Swift: who calls this, what breaks if I change it.
mcpmeasured growthOpen source ↗
Install
claude mcp add sonde -- npx @cheppulabs/sonde3GitHub stars+3 - 2Active
threadmesh
AgentLocal workspaces for independent agent sessions: useful peer messages, opt-in Pi wakeups, and portable checkpoints.
githubmeasured growthOpen source ↗
3GitHub stars+2 (+200.0 %) - 3Active
Typed record store + hybrid search over MCP: deterministic lookups + semantic memory, per-customer.
mcpmeasured growthOpen source ↗
Install
claude mcp add mcp-server -- npx @vectros-ai/mcp-server3GitHub stars+2 (+200.0 %) - 4Active
2Captcha MCP
MCPFull 2Captcha API (43 tools) for Claude Code: 31 captcha solvers + management + webhook.
mcpmeasured growthOpen source ↗
Install
claude mcp add twocaptcha-mcp -- uvx twocaptcha-mcp3GitHub stars+2 (+200.0 %) - 5Active
Gryz
MCPCross-agent memory your users own, plus one-step doc publishing. Free with a Gryz account.
mcpmeasured growthOpen source ↗
Remote server, to be declared in the MCP configuration
https://www.gryz.ai/api/mcp2GitHub stars+2 - 6Active
A1 Yandex KIT MCP server for the Yandex KIT e-commerce API: products, orders, discounts, webhooks.
mcpmeasured growthOpen source ↗
Install
claude mcp add mcp-yandex-kit -- npx mcp-yandex-kit2GitHub stars+2 - 7Active
Drive a browser you are already signed into, through the free T3rnel Browser extension.
mcpmeasured growthOpen source ↗
Install
claude mcp add mcp-session-bridge -- npx @t3ratech/mcp-session-bridge2GitHub stars+2 - 8Active
Türk mevzuatının resmî güncel metnini (mevzuat.gov.tr) yapay zekâya açan MCP sunucusu.
mcpmeasured growthOpen source ↗
Install
claude mcp add turk-hukuku-mevzuat-mcp -- uvx turk-hukuku-mevzuat-mcp2GitHub stars+2 - 9Active
Adaptive AI training coach MCP server backed by Garmin Connect
mcpmeasured growthOpen source ↗
Install
claude mcp add coach-mcp -- uvx garmin-coach-mcp2GitHub stars+2 - 10Active
reactor
OtherOpen-source enterprise AI agent platform for centrally governing agents, tools, memory, RAG, approvals, and durable workflows with FastAPI, LangGraph, LangChain, and LangSmith.
githubmeasured growthOpen source ↗
2GitHub stars+1 (+100.0 %) - 112GitHub stars+1 (+100.0 %)
- 12Active
Publish HTML as a tracked link and see who opened it and which sections they read.
mcpmeasured growthOpen source ↗
Install
claude mcp add share -- npx htmlradar-mcp2GitHub stars+1 (+100.0 %) - 13Active
ViewDoctor
MCPLocal SwiftUI changed/staged checks with compact agent output and multi-module ownership.
mcpmeasured growthOpen source ↗
2GitHub stars+1 (+100.0 %) - 14Active
A 1:1 replica of Claude Desktop's computer-use tool surface, for Windows and the Claude Code CLI.
mcpmeasured growthOpen source ↗
Install
claude mcp add computer-use-omni -- uvx computer-use-omni2GitHub stars+1 (+100.0 %) - 15Dormant
MCP server for interacting with Bazos.cz and Bazos.sk
mcpmeasured growthOpen source ↗
Install
claude mcp add bazos-mcp -- npx @andrijdavid/bazos-mcp2GitHub stars+1 (+100.0 %) - 16Active
KCI (Korea Citation Index) literature & citation search via REST Open API + OAI-PMH
mcpmeasured growthOpen source ↗
2GitHub stars+1 (+100.0 %) - 17Active
Search bills, legislators, committees, and events across all 50 US states, DC, and 5 US territories.
mcpmeasured growthOpen source ↗
Install
claude mcp add openstates-mcp-server -- npx @cyanheads/openstates-mcp-server2GitHub stars+1 (+100.0 %) - 18Active
Self-hosted MCP server: Telegram userbot control (Telethon) via HTTP and MCP.
mcpmeasured growthOpen source ↗
2GitHub stars+1 (+100.0 %) - 19Active
Control macOS system settings, apps, windows, audio, displays, screenshots, and Focus mode via MCP.
mcpmeasured growthOpen source ↗
Install
claude mcp add macos-mcp-server -- npx @cyanheads/macos-mcp-server2GitHub stars+1 (+100.0 %) - 20Active
skills
SkillSteve Polito's Agent Skills
githubmeasured growthOpen source ↗
Install
git clone https://github.com/stevepolitodesign/skills ~/.claude/skills/skills2GitHub stars+1 (+100.0 %) - 21Active
Unofficial guarded A1 Evo AcoustiX, REW, and Denon/Marantz calibration tools.
mcpmeasured growthOpen source ↗
2GitHub stars+1 (+100.0 %) - 22Dormant
Minimal MCP server for downloading Gmail attachments to disk. Read-only OAuth by default.
mcpmeasured growthOpen source ↗
Install
claude mcp add gmail-attachments-mcp -- uvx gmail-attachments-mcp2GitHub stars+1 (+100.0 %) - 23Active
SBB Open Data via OpenDataSoft
mcpmeasured growthOpen source ↗
Install
claude mcp add sbb-opendata-mcp -- uvx sbb-opendata-mcp2GitHub stars+1 (+100.0 %) - 24Active
Local Power BI authoring for AI agents: edit .pbix, semantic model, report, and Power Query.
mcpmeasured growthOpen source ↗
Install
claude mcp add powerbi-pbix-mcp -- npx powerbi-pbix-mcp2GitHub stars+1 (+100.0 %) - 25Dormant
codemap-skill
SkillHierarchical codebase navigation skill for Claude Code / AI coding agents. Generates per-directory CODEMAP.md index files with structure summaries, key exports with source annotations, and large file deep analysis.
githubmeasured growthOpen source ↗
Install
git clone https://github.com/htdxd/codemap-skill ~/.claude/skills/codemap-skill2GitHub stars+1 (+100.0 %)